{"version":"1.0.0","segments":[{"speaker":"Sam Robertson","startTime":0.23,"endTime":3.97,"body":"We talk a lot about"},{"speaker":"Sam Robertson","startTime":0.23,"endTime":3.97,"body":"technology on this show - how it's used,"},{"speaker":"Sam Robertson","startTime":4.2,"endTime":9.16,"body":"why it's used and the impact it has across"},{"speaker":"Sam Robertson","startTime":4.2,"endTime":9.16,"body":"all different types and levels of sport."},{"speaker":"Sam Robertson","startTime":9.9,"endTime":13.37,"body":"Some of the key questions are the same"},{"speaker":"Sam Robertson","startTime":9.9,"endTime":13.37,"body":"as those we face in broader society."},{"speaker":"Sam Robertson","startTime":13.88,"endTime":15.76,"body":"Are people adequately trained to use it?"},{"speaker":"Sam Robertson","startTime":16.34,"endTime":19.13,"body":"Where is the demand for new and"},{"speaker":"Sam Robertson","startTime":16.34,"endTime":19.13,"body":"better tech really coming from?"},{"speaker":"Sam Robertson","startTime":19.65,"endTime":22.66,"body":"And which parts of our jobs do"},{"speaker":"Sam Robertson","startTime":19.65,"endTime":22.66,"body":"we most need it to help with?"},{"speaker":"Sam Robertson","startTime":23.22,"endTime":26.449,"body":"We know that enormous amounts of time"},{"speaker":"Sam Robertson","startTime":23.22,"endTime":26.449,"body":"and money are spent developing tech"},{"speaker":"Sam Robertson","startTime":26.48,"endTime":30.31,"body":"that helps us track and train athletes,"},{"speaker":"Sam Robertson","startTime":26.48,"endTime":30.31,"body":"but it's certainly not perfect."},{"speaker":"Sam Robertson","startTime":30.66,"endTime":31.53,"body":"So what's missing?"},{"speaker":"Sam Robertson","startTime":31.77,"endTime":35.899,"body":"And what are the holy grail technologies"},{"speaker":"Sam Robertson","startTime":31.77,"endTime":35.899,"body":"that sports scientists can only dream of?"},{"speaker":"Sam Robertson","startTime":36.629,"endTime":39.14,"body":"On this episode, we're joined"},{"speaker":"Sam Robertson","startTime":36.629,"endTime":39.14,"body":"by two of the most experienced"},{"speaker":"Sam Robertson","startTime":39.14,"endTime":40.71,"body":"sports scientists on the planet."},{"speaker":"Sam Robertson","startTime":41.28,"endTime":45.004,"body":"We'll discuss their own journeys in the"},{"speaker":"Sam Robertson","startTime":41.28,"endTime":45.004,"body":"tech side of sport, how it's changed over"},{"speaker":"Sam Robertson","startTime":45.11,"endTime":49.389,"body":"the past few decades and perhaps most"},{"speaker":"Sam Robertson","startTime":45.11,"endTime":49.389,"body":"importantly, and interestingly of all,"},{"speaker":"Sam Robertson","startTime":49.719,"endTime":52.55,"body":"where technology can and should go next."},{"speaker":"Sam Robertson","startTime":53.549,"endTime":56.7,"body":"I'm Sam Robertson, and"},{"speaker":"Sam Robertson","startTime":53.549,"endTime":56.7,"body":"this is One Track Mind."},{"speaker":"Sam Robertson","startTime":62.92,"endTime":63.24,"body":"Hello."},{"speaker":"Sam Robertson","startTime":63.24,"endTime":67.899,"body":"and Welcome to One Track Mind, a podcast"},{"speaker":"Sam Robertson","startTime":63.24,"endTime":67.899,"body":"about the real issues, forces and"},{"speaker":"Sam Robertson","startTime":67.92,"endTime":70.58,"body":"innovations shaping the future of sport."},{"speaker":"Sam Robertson","startTime":71.17,"endTime":74.89,"body":"I'm your host, Sam Robertson, and"},{"speaker":"Sam Robertson","startTime":71.17,"endTime":74.89,"body":"on this episode were asking what"},{"speaker":"Sam Robertson","startTime":74.9,"endTime":77.02,"body":"technology do we wish existed?"},{"speaker":"Sam Robertson","startTime":77.56,"endTime":78.66,"body":"My first guest is Dr."},{"speaker":"Sam Robertson","startTime":78.66,"endTime":79.509,"body":"David Martin."},{"speaker":"Sam Robertson","startTime":80.09,"endTime":83.989,"body":"David has accumulated 35 years of"},{"speaker":"Sam Robertson","startTime":80.09,"endTime":83.989,"body":"experience working with Olympic and"},{"speaker":"Sam Robertson","startTime":83.99,"endTime":88.15,"body":"professional athletes, publishing"},{"speaker":"Sam Robertson","startTime":83.99,"endTime":88.15,"body":"over 110 scientific publications"},{"speaker":"Sam Robertson","startTime":88.17,"endTime":92.73,"body":"along the way in topics ranging from"},{"speaker":"Sam Robertson","startTime":88.17,"endTime":92.73,"body":"talent identification and competition"},{"speaker":"Sam Robertson","startTime":92.73,"endTime":97.46,"body":"analysis to altitude training,"},{"speaker":"Sam Robertson","startTime":92.73,"endTime":97.46,"body":"thermoregulation and fatigue management."},{"speaker":"Sam Robertson","startTime":98.11,"endTime":98.37,"body":"Dr."},{"speaker":"Sam Robertson","startTime":98.37,"endTime":101.549,"body":"Martin was a mainstay in the halcyon"},{"speaker":"Sam Robertson","startTime":98.37,"endTime":101.549,"body":"days of the Australian Institute of"},{"speaker":"Sam Robertson","startTime":101.55,"endTime":106.159,"body":"Sport, where he held roles such as senior"},{"speaker":"Sam Robertson","startTime":101.55,"endTime":106.159,"body":"Physiologist, Director of performance for"},{"speaker":"Sam Robertson","startTime":106.159,"endTime":111.35,"body":"the AIS combat Centre, and as the national"},{"speaker":"Sam Robertson","startTime":106.159,"endTime":111.35,"body":"sports science coordinator for cycling,"},{"speaker":"Sam Robertson","startTime":111.75,"endTime":116.37,"body":"which won almost 30 Olympic medals"},{"speaker":"Sam Robertson","startTime":111.75,"endTime":116.37,"body":"including eight gold during his tenure."},{"speaker":"Sam Robertson","startTime":116.84,"endTime":120.379,"body":"Most recently, David was the Director"},{"speaker":"Sam Robertson","startTime":116.84,"endTime":120.379,"body":"for Performance Research and Development"},{"speaker":"Sam Robertson","startTime":120.41,"endTime":124.569,"body":"at the Philadelphia 76ers, and is"},{"speaker":"Sam Robertson","startTime":120.41,"endTime":124.569,"body":"currently a professor at Australian"},{"speaker":"Sam Robertson","startTime":124.57,"endTime":129.21,"body":"Catholic University, as well as the"},{"speaker":"Sam Robertson","startTime":124.57,"endTime":129.21,"body":"chief scientist for APEIRON life, a Bay"},{"speaker":"Sam Robertson","startTime":129.21,"endTime":131.65,"body":"Area performance health science startup."},{"speaker":"Sam Robertson","startTime":131.73,"endTime":133.17,"body":"David, thank you so much for joining us."},{"speaker":"David Martin","startTime":133.79,"endTime":134.999,"body":"Nice to be here, Sam."},{"speaker":"David Martin","startTime":135.0,"endTime":136.03,"body":"Good to catch up again."},{"speaker":"Sam Robertson","startTime":136.639,"endTime":137.25,"body":"No, thank you."},{"speaker":"Sam Robertson","startTime":137.25,"endTime":138.86,"body":"I appreciate you taking the time."},{"speaker":"Sam Robertson","startTime":139.09,"endTime":142.31,"body":"There's plenty to talk about"},{"speaker":"Sam Robertson","startTime":139.09,"endTime":142.31,"body":"with this particular topic."},{"speaker":"Sam Robertson","startTime":142.809,"endTime":145.56,"body":"I know we couldve had you on the show"},{"speaker":"Sam Robertson","startTime":142.809,"endTime":145.56,"body":"to talk about a whole range of different"},{"speaker":"Sam Robertson","startTime":145.56,"endTime":150.53,"body":"things, but I think very few people in"},{"speaker":"Sam Robertson","startTime":145.56,"endTime":150.53,"body":"sport would provide an informed insight"},{"speaker":"Sam Robertson","startTime":150.53,"endTime":152.31,"body":"into this question as well as yourself."},{"speaker":"Sam Robertson","startTime":153.01,"endTime":158.45,"body":"So before we really talk about where"},{"speaker":"Sam Robertson","startTime":153.01,"endTime":158.45,"body":"we'd like to see technology go, let's"},{"speaker":"Sam Robertson","startTime":158.45,"endTime":162.0,"body":"start a bit with your own experiences"},{"speaker":"Sam Robertson","startTime":158.45,"endTime":162.0,"body":"with technology throughout your career,"},{"speaker":"Sam Robertson","startTime":162.34,"endTime":166.07,"body":"and particularly how not only the"},{"speaker":"Sam Robertson","startTime":162.34,"endTime":166.07,"body":"volume of technology has increased,"},{"speaker":"Sam Robertson","startTime":166.07,"endTime":170.38,"body":"but the quality of it as well over"},{"speaker":"Sam Robertson","startTime":166.07,"endTime":170.38,"body":"time and the uptake in sport as well."},{"speaker":"Sam Robertson","startTime":172.29,"endTime":175.49,"body":"Specifically, I'm  quite interested"},{"speaker":"Sam Robertson","startTime":172.29,"endTime":175.49,"body":"in various stages throughout your"},{"speaker":"Sam Robertson","startTime":175.49,"endTime":180.239,"body":"career where you've identified a"},{"speaker":"Sam Robertson","startTime":175.49,"endTime":180.239,"body":"real need to measure something in"},{"speaker":"Sam Robertson","startTime":180.24,"endTime":184.309,"body":"a better way; and that's driven you"},{"speaker":"Sam Robertson","startTime":180.24,"endTime":184.309,"body":"to either seek out some new form of"},{"speaker":"Sam Robertson","startTime":184.31,"endTime":187.63,"body":"technology to assist with this, or"},{"speaker":"Sam Robertson","startTime":184.31,"endTime":187.63,"body":"indeed develop something yourself."},{"speaker":"David Martin","startTime":188.14,"endTime":193.14,"body":"My career is one that was"},{"speaker":"David Martin","startTime":188.14,"endTime":193.14,"body":"really full of university experiences."},{"speaker":"David Martin","startTime":193.15,"endTime":197.71,"body":"Although I was a competitive athlete"},{"speaker":"David Martin","startTime":193.15,"endTime":197.71,"body":"in college - I was a downhill and"},{"speaker":"David Martin","startTime":197.73,"endTime":202.09,"body":"cross country skier - as I moved into"},{"speaker":"David Martin","startTime":197.73,"endTime":202.09,"body":"my Master's degree, I was an assistant"},{"speaker":"David Martin","startTime":202.09,"endTime":205.65,"body":"coach for the cross country ski team"},{"speaker":"David Martin","startTime":202.09,"endTime":205.65,"body":"and I was doing research in the lab."},{"speaker":"David Martin","startTime":205.65,"endTime":208.999,"body":"I was doing a Master's"},{"speaker":"David Martin","startTime":205.65,"endTime":208.999,"body":"degree in Exercise Science."},{"speaker":"David Martin","startTime":209.01,"endTime":213.629,"body":"So you learn about technology like a"},{"speaker":"David Martin","startTime":209.01,"endTime":213.629,"body":"metabolic cart, you learn about how to"},{"speaker":"David Martin","startTime":214.049,"endTime":217.64,"body":"draw blood, and your 23L lactate analyzer."},{"speaker":"David Martin","startTime":217.64,"endTime":222.27,"body":"You put in your little sodium fluoride"},{"speaker":"David Martin","startTime":217.64,"endTime":222.27,"body":"Triton-X cocktail, and spin this down,"},{"speaker":"David Martin","startTime":222.28,"endTime":224.28,"body":"lice the cells, pop it in, and you know."},{"speaker":"David Martin","startTime":225.179,"endTime":228.089,"body":"Even the heart rate monitor was really"},{"speaker":"David Martin","startTime":225.179,"endTime":228.089,"body":"interesting to just get good clean"},{"speaker":"David Martin","startTime":228.099,"endTime":229.949,"body":"heart rates during races and training."},{"speaker":"David Martin","startTime":231.19,"endTime":234.789,"body":"This is for me in the mid eighties,"},{"speaker":"David Martin","startTime":231.19,"endTime":234.789,"body":"this was still pretty exciting."},{"speaker":"David Martin","startTime":235.589,"endTime":240.12,"body":"The technology that we were"},{"speaker":"David Martin","startTime":235.589,"endTime":240.12,"body":"using felt very much lab- based."},{"speaker":"David Martin","startTime":240.16,"endTime":244.309,"body":"If we went out into the field with it"},{"speaker":"David Martin","startTime":240.16,"endTime":244.309,"body":"we felt like we were real pioneers."},{"speaker":"David Martin","startTime":244.59,"endTime":246.879,"body":"Like, oh my god, we're"},{"speaker":"David Martin","startTime":244.59,"endTime":246.879,"body":"going out in the snow."},{"speaker":"David Martin","startTime":246.88,"endTime":249.809,"body":"We're going to take blood from"},{"speaker":"David Martin","startTime":246.88,"endTime":249.809,"body":"skiers in the snow, bring them"},{"speaker":"David Martin","startTime":249.809,"endTime":251.049,"body":"back to the lab and analyse them."},{"speaker":"David Martin","startTime":251.42,"endTime":254.16,"body":"So for me, that really was"},{"speaker":"David Martin","startTime":251.42,"endTime":254.16,"body":"lab based for a long time."},{"speaker":"David Martin","startTime":254.65,"endTime":258.649,"body":"When I went to the US Olympic"},{"speaker":"David Martin","startTime":254.65,"endTime":258.649,"body":"training centre, I got to see,"},{"speaker":"David Martin","startTime":258.649,"endTime":260.11,"body":"for the first time, power meters."},{"speaker":"David Martin","startTime":260.139,"endTime":264.08,"body":"I'd never thought of that, like onboard"},{"speaker":"David Martin","startTime":260.139,"endTime":264.08,"body":"power meters for bicycles, where"},{"speaker":"David Martin","startTime":264.08,"endTime":268.389,"body":"you could measure the cadence the"},{"speaker":"David Martin","startTime":264.08,"endTime":268.389,"body":"power and the speed; and you could do"},{"speaker":"David Martin","startTime":268.389,"endTime":269.8,"body":"this with instrument strain gauges."},{"speaker":"David Martin","startTime":269.8,"endTime":272.07,"body":"You could actually"},{"speaker":"David Martin","startTime":269.8,"endTime":272.07,"body":"calibrate these devices."},{"speaker":"David Martin","startTime":272.07,"endTime":272.81,"body":"They would hold up."},{"speaker":"David Martin","startTime":272.81,"endTime":276.95,"body":"and drift a little bit, but you can get"},{"speaker":"David Martin","startTime":272.81,"endTime":276.95,"body":"an accurate measure of power in the field."},{"speaker":"David Martin","startTime":277.18,"endTime":282.51,"body":"That to me was really, wow, you can"},{"speaker":"David Martin","startTime":277.18,"endTime":282.51,"body":"take stuff from the lab to the field."},{"speaker":"David Martin","startTime":282.889,"endTime":286.269,"body":"When I ended up doing my PhD, it"},{"speaker":"David Martin","startTime":282.889,"endTime":286.269,"body":"still felt very much lab based."},{"speaker":"David Martin","startTime":286.27,"endTime":287.939,"body":"I wasn't doing a lot of field based stuff."},{"speaker":"David Martin","startTime":287.98,"endTime":291.45,"body":"So the tech was all like, wow, you"},{"speaker":"David Martin","startTime":287.98,"endTime":291.45,"body":"can measure hormones in the saliva."},{"speaker":"David Martin","startTime":291.49,"endTime":291.96,"body":"Wow."},{"speaker":"David Martin","startTime":292.12,"endTime":295.185,"body":"You can get high-fidelity measurements,"},{"speaker":"David Martin","startTime":292.12,"endTime":295.185,"body":"a heart rate, heart rate variability"},{"speaker":"David Martin","startTime":295.42,"endTime":296.52,"body":"through the night and in the morning."},{"speaker":"David Martin","startTime":296.54,"endTime":296.93,"body":"Wow."},{"speaker":"David Martin","startTime":297.15,"endTime":301.199,"body":"It was kind of like, where was"},{"speaker":"David Martin","startTime":297.15,"endTime":301.199,"body":"biochemistry and where were these"},{"speaker":"David Martin","startTime":301.2,"endTime":306.899,"body":"different types of analyses going that"},{"speaker":"David Martin","startTime":301.2,"endTime":306.899,"body":"gave you more fidelity with common tests?"},{"speaker":"David Martin","startTime":306.9,"endTime":308.94,"body":"Like a blood test for"},{"speaker":"David Martin","startTime":306.9,"endTime":308.94,"body":"hemoglobin or hematocrit."},{"speaker":"David Martin","startTime":308.95,"endTime":311.61,"body":"You can do more with these assays."},{"speaker":"David Martin","startTime":312.12,"endTime":317.419,"body":"When I got to the Australian Institute"},{"speaker":"David Martin","startTime":312.12,"endTime":317.419,"body":"of Sport, in the lead up to the 1996"},{"speaker":"David Martin","startTime":317.42,"endTime":321.07,"body":"Olympic Games, it still felt lab"},{"speaker":"David Martin","startTime":317.42,"endTime":321.07,"body":"based although we had all of these"},{"speaker":"David Martin","startTime":321.44,"endTime":325.03,"body":"Australian Olympic athletes coming in,"},{"speaker":"David Martin","startTime":321.44,"endTime":325.03,"body":"we would go out on the field rarely,"},{"speaker":"David Martin","startTime":325.03,"endTime":327.0,"body":"but we were booked, we were clinicians."},{"speaker":"David Martin","startTime":327.0,"endTime":329.84,"body":"They would come for camps, we"},{"speaker":"David Martin","startTime":327.0,"endTime":329.84,"body":"would do our tests, we provide"},{"speaker":"David Martin","startTime":329.84,"endTime":331.64,"body":"our reports, and poof off they go."},{"speaker":"David Martin","startTime":332.2,"endTime":338.049,"body":"It really wasn't until I think the"},{"speaker":"David Martin","startTime":332.2,"endTime":338.049,"body":"lead up to the 2000 Olympics where"},{"speaker":"David Martin","startTime":338.049,"endTime":342.59,"body":"it started to feel like there was"},{"speaker":"David Martin","startTime":338.049,"endTime":342.59,"body":"wearable tech that was starting to be"},{"speaker":"David Martin","startTime":342.61,"endTime":345.76,"body":"the kind of stuff that you'd believe"},{"speaker":"David Martin","startTime":342.61,"endTime":345.76,"body":"in enough to actually go into the"},{"speaker":"David Martin","startTime":345.77,"endTime":347.66,"body":"field to try to get feedback from."},{"speaker":"David Martin","startTime":348.22,"endTime":351.02,"body":"Then the other thing that happened"},{"speaker":"David Martin","startTime":348.22,"endTime":351.02,"body":"more quickly, and your question is a"},{"speaker":"David Martin","startTime":351.02,"endTime":352.67,"body":"good one, like what's happening now."},{"speaker":"David Martin","startTime":353.15,"endTime":357.599,"body":"Back in the old days, if you and I wanted"},{"speaker":"David Martin","startTime":353.15,"endTime":357.599,"body":"to have a discussion about blood lactate"},{"speaker":"David Martin","startTime":357.599,"endTime":361.45,"body":"measures in swimmers, football players,"},{"speaker":"David Martin","startTime":357.599,"endTime":361.45,"body":"or cyclists, we could go to a conference"},{"speaker":"David Martin","startTime":361.45,"endTime":365.05,"body":"and talk about lactate profiling"},{"speaker":"David Martin","startTime":361.45,"endTime":365.05,"body":"and lactate drift, and carbohydrate"},{"speaker":"David Martin","startTime":365.05,"endTime":367.03,"body":"utilisation and fatigue and lactate."},{"speaker":"David Martin","startTime":367.44,"endTime":370.859,"body":"No layman could have a conversation"},{"speaker":"David Martin","startTime":367.44,"endTime":370.859,"body":"with us because no one else"},{"speaker":"David Martin","startTime":370.86,"endTime":371.94,"body":"knew how to use the tech."},{"speaker":"David Martin","startTime":372.77,"endTime":376.884,"body":"Today, there are high schoolers"},{"speaker":"David Martin","startTime":372.77,"endTime":376.884,"body":"coming in asking me, \"Oh, I bought"},{"speaker":"David Martin","startTime":377.0,"endTime":378.349,"body":"this little lactate analyzer."},{"speaker":"David Martin","startTime":378.37,"endTime":379.06,"body":"What does this mean?"},{"speaker":"David Martin","startTime":379.06,"endTime":380.409,"body":"What happens if your lactate is high?\""},{"speaker":"David Martin","startTime":380.56,"endTime":382.33,"body":"There's no barrier for entry anymore."},{"speaker":"David Martin","startTime":382.41,"endTime":385.96,"body":"Anyone can buy what used to be"},{"speaker":"David Martin","startTime":382.41,"endTime":385.96,"body":"very sophisticated technology."},{"speaker":"David Martin","startTime":385.96,"endTime":389.23,"body":"And you'd have to take courses"},{"speaker":"David Martin","startTime":385.96,"endTime":389.23,"body":"and classes and get certified."},{"speaker":"David Martin","startTime":389.67,"endTime":391.039,"body":"Today, you just go buy it."},{"speaker":"David Martin","startTime":391.11,"endTime":391.769,"body":"You grab it."},{"speaker":"David Martin","startTime":391.769,"endTime":396.299,"body":"And as you said, people aren't"},{"speaker":"David Martin","startTime":391.769,"endTime":396.299,"body":"talking about accuracy, reliability,"},{"speaker":"David Martin","startTime":396.309,"endTime":397.799,"body":"BlandAltman plots, intraclass"},{"speaker":"David Martin","startTime":396.309,"endTime":397.799,"body":"correlation, coefficients."},{"speaker":"David Martin","startTime":397.799,"endTime":403.14,"body":"They didn't even know what"},{"speaker":"David Martin","startTime":397.799,"endTime":403.14,"body":"a confidence interval is."},{"speaker":"David Martin","startTime":403.14,"endTime":405.64,"body":"Theyre just buying equipment,"},{"speaker":"David Martin","startTime":403.14,"endTime":405.64,"body":"and getting numbers."},{"speaker":"David Martin","startTime":405.91,"endTime":409.599,"body":"And the companies know that their"},{"speaker":"David Martin","startTime":405.91,"endTime":409.599,"body":"job, if they want to sell a lot of"},{"speaker":"David Martin","startTime":409.599,"endTime":412.709,"body":"products, is to just dumb it down"},{"speaker":"David Martin","startTime":409.599,"endTime":412.709,"body":"and have beautiful infographics."},{"speaker":"David Martin","startTime":412.849,"endTime":417.84,"body":"So I think we've shifted from"},{"speaker":"David Martin","startTime":412.849,"endTime":417.84,"body":"the 'tech is sacred and only for"},{"speaker":"David Martin","startTime":417.84,"endTime":419.29,"body":"the scientists with training'."},{"speaker":"David Martin","startTime":419.4,"endTime":422.849,"body":"I remember getting told not until the"},{"speaker":"David Martin","startTime":419.4,"endTime":422.849,"body":"second year of my master's degree,"},{"speaker":"David Martin","startTime":422.849,"endTime":424.089,"body":"will you run the metabolic cart."},{"speaker":"David Martin","startTime":424.179,"endTime":425.329,"body":"I remember the guy running it."},{"speaker":"David Martin","startTime":425.429,"endTime":427.31,"body":"He's like, dude, don't touch my cart."},{"speaker":"David Martin","startTime":427.679,"endTime":428.9,"body":"This is my world."},{"speaker":"David Martin","startTime":428.91,"endTime":430.25,"body":"This is my PhD."},{"speaker":"David Martin","startTime":430.4,"endTime":431.019,"body":"This is what I do."},{"speaker":"David Martin","startTime":431.109,"endTime":434.45,"body":"When you're a second year, I"},{"speaker":"David Martin","startTime":431.109,"endTime":434.45,"body":"might let you run it for testing."},{"speaker":"David Martin","startTime":434.95,"endTime":438.92,"body":"Now there's little portable O2"},{"speaker":"David Martin","startTime":434.95,"endTime":438.92,"body":"meters you can wear on your backpack."},{"speaker":"David Martin","startTime":439.2,"endTime":441.81,"body":"You know, anyone can buy"},{"speaker":"David Martin","startTime":439.2,"endTime":441.81,"body":"them, anyone can turn them on."},{"speaker":"David Martin","startTime":442.14,"endTime":447.05,"body":"So I feel like that's been a"},{"speaker":"David Martin","startTime":442.14,"endTime":447.05,"body":"really big transition in just the"},{"speaker":"David Martin","startTime":447.05,"endTime":449.02,"body":"accessibility of the technology."},{"speaker":"David Martin","startTime":449.029,"endTime":453.69,"body":"Now it is everywhere, and because of"},{"speaker":"David Martin","startTime":449.029,"endTime":453.69,"body":"that, I think some of the competence"},{"speaker":"David Martin","startTime":453.71,"endTime":458.07,"body":"and rationale about why do we even want"},{"speaker":"David Martin","startTime":453.71,"endTime":458.07,"body":"to measure this is starting to be lost."},{"speaker":"Sam Robertson","startTime":458.59,"endTime":459.9,"body":"That's a tricky"},{"speaker":"Sam Robertson","startTime":458.59,"endTime":459.9,"body":"balancing act, isn't it?"},{"speaker":"Sam Robertson","startTime":460.17,"endTime":464.09,"body":"It's something I think about a"},{"speaker":"Sam Robertson","startTime":460.17,"endTime":464.09,"body":"lot in terms of technology which"},{"speaker":"Sam Robertson","startTime":464.65,"endTime":467.579,"body":"is complicated, but the way it"},{"speaker":"Sam Robertson","startTime":464.65,"endTime":467.579,"body":"works is hidden to the end user."},{"speaker":"Sam Robertson","startTime":467.69,"endTime":470.09,"body":"I think of a GPS device,"},{"speaker":"Sam Robertson","startTime":467.69,"endTime":470.09,"body":"for example, like that."},{"speaker":"Sam Robertson","startTime":470.09,"endTime":474.88,"body":"I'm not sure how many people putting"},{"speaker":"Sam Robertson","startTime":470.09,"endTime":474.88,"body":"GPS devices on athletes in team sport"},{"speaker":"Sam Robertson","startTime":474.88,"endTime":477.919,"body":"environments would have any real idea"},{"speaker":"Sam Robertson","startTime":474.88,"endTime":477.919,"body":"about if they took the thing apart."},{"speaker":"Sam Robertson","startTime":477.92,"endTime":479.07,"body":"They don't know how it works."},{"speaker":"Sam Robertson","startTime":479.5,"endTime":483.969,"body":"You also got me thinking there about"},{"speaker":"Sam Robertson","startTime":479.5,"endTime":483.969,"body":"something specific like heart rate as"},{"speaker":"Sam Robertson","startTime":483.969,"endTime":487.359,"body":"an example of maybe something, I think"},{"speaker":"Sam Robertson","startTime":483.969,"endTime":487.359,"body":"Martin Buchheit mentioned this in the"},{"speaker":"Sam Robertson","startTime":487.36,"endTime":493.31,"body":"last season, as a form of technology"},{"speaker":"Sam Robertson","startTime":487.36,"endTime":493.31,"body":"that hasn't actually evolved that much."},{"speaker":"Sam Robertson","startTime":493.32,"endTime":496.034,"body":"You know, it's something that's been"},{"speaker":"Sam Robertson","startTime":493.32,"endTime":496.034,"body":"around a long time,  and yes, we know that"},{"speaker":"Sam Robertson","startTime":496.059,"endTime":499.75,"body":"it can probably be measured in the field"},{"speaker":"Sam Robertson","startTime":496.059,"endTime":499.75,"body":"a little bit better than it used to be."},{"speaker":"Sam Robertson","startTime":499.75,"endTime":502.76,"body":"But the heart rate strap is"},{"speaker":"Sam Robertson","startTime":499.75,"endTime":502.76,"body":"kind of unchanged somewhat"},{"speaker":"Sam Robertson","startTime":502.76,"endTime":504.389,"body":"for a long period of time now."},{"speaker":"Sam Robertson","startTime":504.41,"endTime":506.57,"body":"So, I've got a question in that."},{"speaker":"Sam Robertson","startTime":506.61,"endTime":508.82,"body":"You got me thinking about it"},{"speaker":"Sam Robertson","startTime":506.61,"endTime":508.82,"body":"when you mentioned strain gauges."},{"speaker":"Sam Robertson","startTime":509.41,"endTime":511.289,"body":"How were those things originating?"},{"speaker":"Sam Robertson","startTime":511.29,"endTime":512.63,"body":"How were they coming into sport?"},{"speaker":"Sam Robertson","startTime":512.639,"endTime":516.919,"body":"Was it as simple as someone asking"},{"speaker":"Sam Robertson","startTime":512.639,"endTime":516.919,"body":"a bigger question, or was it someone"},{"speaker":"Sam Robertson","startTime":516.919,"endTime":519.87,"body":"coming from an engineering background and"},{"speaker":"Sam Robertson","startTime":516.919,"endTime":519.87,"body":"saying, Hey, we need to bring this thing"},{"speaker":"Sam Robertson","startTime":519.87,"endTime":521.1,"body":"over, or was it a bit of all of that?"},{"speaker":"David Martin","startTime":521.709,"endTime":524.21,"body":"I think the power"},{"speaker":"David Martin","startTime":521.709,"endTime":524.21,"body":"meter is a really interesting story."},{"speaker":"David Martin","startTime":524.21,"endTime":528.61,"body":"When the wall came down between East"},{"speaker":"David Martin","startTime":524.21,"endTime":528.61,"body":"Germany and West Germany, there were some"},{"speaker":"David Martin","startTime":528.62,"endTime":532.85,"body":"East German technicians, Elise Schober"},{"speaker":"David Martin","startTime":528.62,"endTime":532.85,"body":"was one of them, and there were grants"},{"speaker":"David Martin","startTime":532.86,"endTime":537.54,"body":"that would allow some of these very"},{"speaker":"David Martin","startTime":532.86,"endTime":537.54,"body":"innovative, tech- minded individuals who"},{"speaker":"David Martin","startTime":537.54,"endTime":541.69,"body":"were basically working in elite sport"},{"speaker":"David Martin","startTime":537.54,"endTime":541.69,"body":"academies, and elite sports systems,"},{"speaker":"David Martin","startTime":542.24,"endTime":546.71,"body":"to take a product that was really just"},{"speaker":"David Martin","startTime":542.24,"endTime":546.71,"body":"reserved for trying to give the national"},{"speaker":"David Martin","startTime":546.71,"endTime":548.04,"body":"athletes a competitive advantage."},{"speaker":"David Martin","startTime":548.08,"endTime":550.219,"body":"And they've said, Hey, why don't"},{"speaker":"David Martin","startTime":548.08,"endTime":550.219,"body":"we try to commercialise this?"},{"speaker":"David Martin","startTime":550.219,"endTime":552.24,"body":"We'll give you a chance to grow it up."},{"speaker":"David Martin","startTime":552.24,"endTime":554.64,"body":"And it really was one of the"},{"speaker":"David Martin","startTime":552.24,"endTime":554.64,"body":"really big success stories."},{"speaker":"David Martin","startTime":554.65,"endTime":559.76,"body":"Inductive coupling was not really done."},{"speaker":"David Martin","startTime":560.04,"endTime":566.05,"body":"And to get the strain gauge signals"},{"speaker":"David Martin","startTime":560.04,"endTime":566.05,"body":"in a spinning disc to go to a pickup"},{"speaker":"David Martin","startTime":566.11,"endTime":572.75,"body":"and to not require any wires, to do"},{"speaker":"David Martin","startTime":566.11,"endTime":572.75,"body":"that across a gap, was not easy to do."},{"speaker":"David Martin","startTime":572.759,"endTime":575.4,"body":"He worked out how to do it and then"},{"speaker":"David Martin","startTime":572.759,"endTime":575.4,"body":"how to get the batteries in there."},{"speaker":"David Martin","startTime":575.4,"endTime":578.339,"body":"They were big, they were clunky,"},{"speaker":"David Martin","startTime":575.4,"endTime":578.339,"body":"but you know, German engineering,"},{"speaker":"David Martin","startTime":578.36,"endTime":579.94,"body":"they were actually quite accurate."},{"speaker":"David Martin","startTime":579.95,"endTime":584.779,"body":"So that's an example of elite sport"},{"speaker":"David Martin","startTime":579.95,"endTime":584.779,"body":"having a need - I wish we had power"},{"speaker":"David Martin","startTime":584.789,"endTime":588.68,"body":"out in the field, let's make a product"},{"speaker":"David Martin","startTime":584.789,"endTime":588.68,"body":"with some engineers, and then an"},{"speaker":"David Martin","startTime":588.68,"endTime":591.99,"body":"environment opening up where they"},{"speaker":"David Martin","startTime":588.68,"endTime":591.99,"body":"could commercialise that product."},{"speaker":"David Martin","startTime":591.99,"endTime":595.229,"body":"The commercialisation went global,"},{"speaker":"David Martin","startTime":591.99,"endTime":595.229,"body":"which means even in the US and"},{"speaker":"David Martin","startTime":595.23,"endTime":596.95,"body":"Australia, we could buy that product."},{"speaker":"David Martin","startTime":596.96,"endTime":598.73,"body":"So that's kind of how we got it."},{"speaker":"David Martin","startTime":599.16,"endTime":602.84,"body":"The catapult story is, well"},{"speaker":"David Martin","startTime":599.16,"endTime":602.84,"body":"you know catapult very well."},{"speaker":"David Martin","startTime":604.139,"endTime":609.29,"body":"I give tons of credit to Alan Hahn, who's"},{"speaker":"David Martin","startTime":604.139,"endTime":609.29,"body":"kind of like an unsung hero in that story."},{"speaker":"David Martin","startTime":609.78,"endTime":613.72,"body":"That cooperative research centre was"},{"speaker":"David Martin","startTime":609.78,"endTime":613.72,"body":"again like the Australian Institute"},{"speaker":"David Martin","startTime":613.72,"endTime":617.41,"body":"of Sport, with a bunch of sport"},{"speaker":"David Martin","startTime":613.72,"endTime":617.41,"body":"scientists saying, wow, we can probably"},{"speaker":"David Martin","startTime":617.42,"endTime":620.894,"body":"move into the field like they do with"},{"speaker":"David Martin","startTime":617.42,"endTime":620.894,"body":"cycling, and in a lot of team sports."},{"speaker":"David Martin","startTime":620.894,"endTime":621.05,"body":"Look at where the wearable tech"},{"speaker":"David Martin","startTime":620.894,"endTime":621.05,"body":"is going and gyroscopes and"},{"speaker":"David Martin","startTime":621.05,"endTime":621.093,"body":"magnetometers and accelerometers."},{"speaker":"David Martin","startTime":621.093,"endTime":630.02,"body":"And again, that was almost"},{"speaker":"David Martin","startTime":621.093,"endTime":630.02,"body":"like an elite sport-led product"},{"speaker":"David Martin","startTime":630.24,"endTime":631.65,"body":"development that then went global."},{"speaker":"David Martin","startTime":631.92,"endTime":635.37,"body":"So there are some cases of,"},{"speaker":"David Martin","startTime":631.92,"endTime":635.37,"body":"essentially, build your own for"},{"speaker":"David Martin","startTime":635.37,"endTime":639.08,"body":"your own intrinsic needs and maybe"},{"speaker":"David Martin","startTime":635.37,"endTime":639.08,"body":"even competitive advantage needs."},{"speaker":"David Martin","startTime":639.34,"endTime":641.55,"body":"When it catches fire, it goes big."},{"speaker":"David Martin","startTime":641.84,"endTime":647.03,"body":"Then they make it easier to use,"},{"speaker":"David Martin","startTime":641.84,"endTime":647.03,"body":"decrease the barriers to start using"},{"speaker":"David Martin","startTime":647.03,"endTime":648.37,"body":"it, and then everybody's using it."},{"speaker":"David Martin","startTime":648.46,"endTime":652.383,"body":"Then you get a lot of people going,"},{"speaker":"David Martin","startTime":648.46,"endTime":652.383,"body":"Hey, how do you use this stuff?"},{"speaker":"David Martin","startTime":652.56,"endTime":654.118,"body":"And why do we even have it?"},{"speaker":"David Martin","startTime":654.118,"endTime":655.49,"body":"And how does it make you better?"},{"speaker":"David Martin","startTime":655.77,"endTime":656.98,"body":"Kind of goes full circle."},{"speaker":"Sam Robertson","startTime":657.33,"endTime":657.76,"body":"It does."},{"speaker":"Sam Robertson","startTime":659.61,"endTime":661.574,"body":"I don't know if you would"},{"speaker":"Sam Robertson","startTime":659.61,"endTime":661.574,"body":"agree with this or not."},{"speaker":"Sam Robertson","startTime":661.574,"endTime":662.45,"body":"I assume that you would."},{"speaker":"Sam Robertson","startTime":663.64,"endTime":664.91,"body":"I think it is accelerating now."},{"speaker":"Sam Robertson","startTime":664.91,"endTime":667.62,"body":"I mean, it's, gone through"},{"speaker":"Sam Robertson","startTime":664.91,"endTime":667.62,"body":"incredible change already."},{"speaker":"Sam Robertson","startTime":667.63,"endTime":672.85,"body":"You mentioned even 25 years ago"},{"speaker":"Sam Robertson","startTime":667.63,"endTime":672.85,"body":"around Atlanta, yet its not until"},{"speaker":"Sam Robertson","startTime":672.86,"endTime":676.11,"body":"Sydney that you really start to"},{"speaker":"Sam Robertson","startTime":672.86,"endTime":676.11,"body":"see things move out in the field."},{"speaker":"Sam Robertson","startTime":676.11,"endTime":680.666,"body":"I think a lot of younger sports scientists"},{"speaker":"Sam Robertson","startTime":676.11,"endTime":680.666,"body":"and people working in high-performance"},{"speaker":"Sam Robertson","startTime":680.849,"endTime":683.27,"body":"sport now wouldn't remember those"},{"speaker":"Sam Robertson","startTime":680.849,"endTime":683.27,"body":"days or weren't around in those days."},{"speaker":"Sam Robertson","startTime":683.65,"endTime":685.7,"body":"So it's part and parcel."},{"speaker":"Sam Robertson","startTime":685.7,"endTime":688.966,"body":"Now that it's pervasive, if it's around"},{"speaker":"Sam Robertson","startTime":685.7,"endTime":688.966,"body":"you, you turn on a button and you've"},{"speaker":"Sam Robertson","startTime":688.966,"endTime":691.8,"body":"got a piece of technology and that's"},{"speaker":"Sam Robertson","startTime":688.966,"endTime":691.8,"body":"only going to get more and more common."},{"speaker":"David Martin","startTime":692.47,"endTime":695.54,"body":"I think you brought up"},{"speaker":"David Martin","startTime":692.47,"endTime":695.54,"body":"a really interesting point that if"},{"speaker":"David Martin","startTime":695.57,"endTime":699.239,"body":"you've got doctoral students, I've"},{"speaker":"David Martin","startTime":695.57,"endTime":699.239,"body":"supervised doctoral students, and you"},{"speaker":"David Martin","startTime":699.24,"endTime":700.899,"body":"think about the experience they have."},{"speaker":"David Martin","startTime":701.32,"endTime":705.81,"body":"My experience was I'm using"},{"speaker":"David Martin","startTime":701.32,"endTime":705.81,"body":"technology and mostly lab-based."},{"speaker":"David Martin","startTime":705.82,"endTime":709.219,"body":"So before I do a test, I've got to"},{"speaker":"David Martin","startTime":705.82,"endTime":709.219,"body":"go to my senior, or I've got to go"},{"speaker":"David Martin","startTime":709.219,"endTime":711.85,"body":"to the department head, and they're"},{"speaker":"David Martin","startTime":709.219,"endTime":711.85,"body":"going to say, so what are you doing?"},{"speaker":"David Martin","startTime":711.85,"endTime":715.393,"body":"I say, oh, I'm going to do lactate curves"},{"speaker":"David Martin","startTime":711.85,"endTime":715.393,"body":"or VO2 max tests and try to use those."},{"speaker":"David Martin","startTime":715.393,"endTime":717.03,"body":"They'd be like, what"},{"speaker":"David Martin","startTime":715.393,"endTime":717.03,"body":"technique are you using?"},{"speaker":"David Martin","startTime":717.03,"endTime":718.799,"body":"D-max, or log transfer?"},{"speaker":"David Martin","startTime":718.799,"endTime":719.64,"body":"Or what are we doing here?"},{"speaker":"David Martin","startTime":719.64,"endTime":721.64,"body":"And you're like, oh, I"},{"speaker":"David Martin","startTime":719.64,"endTime":721.64,"body":"was going to use D-max."},{"speaker":"David Martin","startTime":722.55,"endTime":724.42,"body":"Are you going to take them"},{"speaker":"David Martin","startTime":722.55,"endTime":724.42,"body":"all the way to max five minute"},{"speaker":"David Martin","startTime":724.42,"endTime":725.63,"body":"protocol, or three minute protocol?"},{"speaker":"David Martin","startTime":726.21,"endTime":727.16,"body":"Which one are you going to use?"},{"speaker":"David Martin","startTime":727.38,"endTime":728.79,"body":"Have you talked to people about this?"},{"speaker":"David Martin","startTime":728.79,"endTime":730.4,"body":"Let me bring some people in."},{"speaker":"David Martin","startTime":730.78,"endTime":732.74,"body":"There's always a discussion"},{"speaker":"David Martin","startTime":730.78,"endTime":732.74,"body":"before you start."},{"speaker":"David Martin","startTime":732.98,"endTime":735.689,"body":"And the question is, are you doing"},{"speaker":"David Martin","startTime":732.98,"endTime":735.689,"body":"something meaningful and are you"},{"speaker":"David Martin","startTime":735.69,"endTime":737.869,"body":"doing something that's contemporary?"},{"speaker":"David Martin","startTime":737.92,"endTime":739.77,"body":"Have you read your literature"},{"speaker":"David Martin","startTime":737.92,"endTime":739.77,"body":"and have you done your homework?"},{"speaker":"David Martin","startTime":739.95,"endTime":741.86,"body":"Now think about it when"},{"speaker":"David Martin","startTime":739.95,"endTime":741.86,"body":"you go out into the field."},{"speaker":"David Martin","startTime":741.86,"endTime":742.97,"body":"What are the conversations like?"},{"speaker":"David Martin","startTime":743.28,"endTime":746.07,"body":"They go, Hey mate, how are"},{"speaker":"David Martin","startTime":743.28,"endTime":746.07,"body":"you getting on with the coach?"},{"speaker":"David Martin","startTime":746.56,"endTime":747.29,"body":"Hey, how's it going?"},{"speaker":"David Martin","startTime":747.29,"endTime":748.45,"body":"Does he like it?"},{"speaker":"David Martin","startTime":748.98,"endTime":749.979,"body":"I heard he might get fired."},{"speaker":"David Martin","startTime":749.98,"endTime":750.99,"body":"Are you getting fired too?"},{"speaker":"David Martin","startTime":751.26,"endTime":752.14,"body":"Like what's going on?"},{"speaker":"David Martin","startTime":752.77,"endTime":756.35,"body":"It's more about the relationship and how"},{"speaker":"David Martin","startTime":752.77,"endTime":756.35,"body":"are the players going, do they like the"},{"speaker":"David Martin","startTime":756.35,"endTime":757.5,"body":"little thing you're sticking on them?"},{"speaker":"David Martin","startTime":757.62,"endTime":758.93,"body":"I heard a couple of guys arked up."},{"speaker":"David Martin","startTime":758.94,"endTime":760.3,"body":"We got to think about this, man."},{"speaker":"David Martin","startTime":760.46,"endTime":764.03,"body":"They're not talking about what to do with"},{"speaker":"David Martin","startTime":760.46,"endTime":764.03,"body":"the GPS data, they're talking about your"},{"speaker":"David Martin","startTime":764.03,"endTime":767.87,"body":"relationship with the coaching, whether"},{"speaker":"David Martin","startTime":764.03,"endTime":767.87,"body":"the footy players are frustrated with"},{"speaker":"David Martin","startTime":767.87,"endTime":771.949,"body":"you putting these little bras on them on"},{"speaker":"David Martin","startTime":767.87,"endTime":771.949,"body":"the high intensity days before a game."},{"speaker":"David Martin","startTime":771.949,"endTime":774.829,"body":"It's really funny how"},{"speaker":"David Martin","startTime":771.949,"endTime":774.829,"body":"the conversation shifts."},{"speaker":"David Martin","startTime":775.0,"endTime":779.7,"body":"And I think one of the things Australia"},{"speaker":"David Martin","startTime":775.0,"endTime":779.7,"body":"has done well is someone like you and"},{"speaker":"David Martin","startTime":779.73,"endTime":784.97,"body":"others in that really unique genre"},{"speaker":"David Martin","startTime":779.73,"endTime":784.97,"body":"of helping elite athletes, but also"},{"speaker":"David Martin","startTime":784.98,"endTime":789.599,"body":"doing sport science, we'll pull the"},{"speaker":"David Martin","startTime":784.98,"endTime":789.599,"body":"students back and say, Hey, I'm still"},{"speaker":"David Martin","startTime":789.599,"endTime":791.309,"body":"talking about quality questions."},{"speaker":"David Martin","startTime":791.309,"endTime":796.51,"body":"I'm still talking about how is"},{"speaker":"David Martin","startTime":791.309,"endTime":796.51,"body":"the data confirming or discounting"},{"speaker":"David Martin","startTime":796.72,"endTime":798.48,"body":"this working hypothesis?"},{"speaker":"David Martin","startTime":798.86,"endTime":800.76,"body":"Do we think that there's"},{"speaker":"David Martin","startTime":798.86,"endTime":800.76,"body":"an error in the data?"},{"speaker":"David Martin","startTime":800.9,"endTime":802.29,"body":"What's the feedback we're going to get?"},{"speaker":"David Martin","startTime":802.29,"endTime":806.53,"body":"I think that's super important because"},{"speaker":"David Martin","startTime":802.29,"endTime":806.53,"body":"otherwise you're just a dude in a gym"},{"speaker":"David Martin","startTime":806.549,"endTime":810.4,"body":"with some tech trying to be cool with"},{"speaker":"David Martin","startTime":806.549,"endTime":810.4,"body":"the guys you're hanging out with."},{"speaker":"David Martin","startTime":810.4,"endTime":811.91,"body":"It's a very different feeling."},{"speaker":"Sam Robertson","startTime":812.45,"endTime":815.11,"body":"Yeah and I think"},{"speaker":"Sam Robertson","startTime":812.45,"endTime":815.11,"body":"what we just talked about before is"},{"speaker":"Sam Robertson","startTime":815.14,"endTime":819.37,"body":"part of the reason why you're seeing"},{"speaker":"Sam Robertson","startTime":815.14,"endTime":819.37,"body":"things shift to those conversations."},{"speaker":"Sam Robertson","startTime":819.46,"endTime":820.5,"body":"It's almost too easy."},{"speaker":"Sam Robertson","startTime":820.5,"endTime":823.87,"body":"Now, the tech, you don't"},{"speaker":"Sam Robertson","startTime":820.5,"endTime":823.87,"body":"need to objectively question,"},{"speaker":"Sam Robertson","startTime":823.87,"endTime":824.84,"body":"you can still turn it on."},{"speaker":"Sam Robertson","startTime":824.87,"endTime":827.669,"body":"I mean, of course you should"},{"speaker":"Sam Robertson","startTime":824.87,"endTime":827.669,"body":"be questioning those things."},{"speaker":"Sam Robertson","startTime":828.039,"endTime":830.98,"body":"You also talked about things that"},{"speaker":"Sam Robertson","startTime":828.039,"endTime":830.98,"body":"I personally love talking about a"},{"speaker":"Sam Robertson","startTime":831.11,"endTime":835.9,"body":"lot - how well people understand"},{"speaker":"Sam Robertson","startTime":831.11,"endTime":835.9,"body":"reliability, validity, uncertainty."},{"speaker":"Sam Robertson","startTime":836.24,"endTime":839.25,"body":"Moving on to the future,  which"},{"speaker":"Sam Robertson","startTime":836.24,"endTime":839.25,"body":"is really what we wanted to"},{"speaker":"Sam Robertson","startTime":839.25,"endTime":841.169,"body":"speak about for most of today."},{"speaker":"Sam Robertson","startTime":841.639,"endTime":844.97,"body":"Last season, we talked about the"},{"speaker":"Sam Robertson","startTime":841.639,"endTime":844.97,"body":"potential pitfalls of having too much"},{"speaker":"Sam Robertson","startTime":844.97,"endTime":849.43,"body":"technology and what that might do for"},{"speaker":"Sam Robertson","startTime":844.97,"endTime":849.43,"body":"the coach-athlete relationship, which you"},{"speaker":"Sam Robertson","startTime":849.43,"endTime":851.3,"body":"kind of alluded to there a little bit."},{"speaker":"Sam Robertson","startTime":851.91,"endTime":857.249,"body":"My mind with this question turns to"},{"speaker":"Sam Robertson","startTime":851.91,"endTime":857.249,"body":"constructs of human performance that we"},{"speaker":"Sam Robertson","startTime":857.25,"endTime":859.44,"body":"aren't measuring particularly well now."},{"speaker":"Sam Robertson","startTime":859.44,"endTime":861.88,"body":"You'd think that theyre the"},{"speaker":"Sam Robertson","startTime":859.44,"endTime":861.88,"body":"areas that are most ripe for the"},{"speaker":"Sam Robertson","startTime":861.889,"endTime":866.15,"body":"picking in terms of improving our"},{"speaker":"Sam Robertson","startTime":861.889,"endTime":866.15,"body":"understanding of human performance."},{"speaker":"Sam Robertson","startTime":866.26,"endTime":869.35,"body":"I tend to think of the mental"},{"speaker":"Sam Robertson","startTime":866.26,"endTime":869.35,"body":"side a lot, the psychological"},{"speaker":"Sam Robertson","startTime":869.35,"endTime":873.21,"body":"components of performance and"},{"speaker":"Sam Robertson","startTime":869.35,"endTime":873.21,"body":"communication, these types of areas."},{"speaker":"Sam Robertson","startTime":873.63,"endTime":877.669,"body":"But I think also there's that 24/7"},{"speaker":"Sam Robertson","startTime":873.63,"endTime":877.669,"body":"ubiquitous monitoring as well,"},{"speaker":"Sam Robertson","startTime":877.67,"endTime":880.84,"body":"which we know that camera systems"},{"speaker":"Sam Robertson","startTime":877.67,"endTime":880.84,"body":"are able to do now for athletes."},{"speaker":"Sam Robertson","startTime":881.359,"endTime":883.63,"body":"I'll give you a couple of"},{"speaker":"Sam Robertson","startTime":881.359,"endTime":883.63,"body":"examples to get us started."},{"speaker":"Sam Robertson","startTime":884.03,"endTime":886.83,"body":"When I think about injury prediction,"},{"speaker":"Sam Robertson","startTime":884.03,"endTime":886.83,"body":"how tech could help with that, which is"},{"speaker":"Sam Robertson","startTime":886.83,"endTime":892.11,"body":"only one way in which it could, I think"},{"speaker":"Sam Robertson","startTime":886.83,"endTime":892.11,"body":"of embedded intramuscular sensors under"},{"speaker":"Sam Robertson","startTime":892.11,"endTime":896.339,"body":"the body, with some kind of warning"},{"speaker":"Sam Robertson","startTime":892.11,"endTime":896.339,"body":"system built in that sends an alarm"},{"speaker":"Sam Robertson","startTime":896.34,"endTime":900.22,"body":"off to someone when the athlete's about"},{"speaker":"Sam Robertson","startTime":896.34,"endTime":900.22,"body":"to experience a soft tissue injury."},{"speaker":"Sam Robertson","startTime":900.44,"endTime":903.73,"body":"That all sounds very far-fetched, but"},{"speaker":"Sam Robertson","startTime":900.44,"endTime":903.73,"body":"that's kind of where my mind goes in"},{"speaker":"Sam Robertson","startTime":903.73,"endTime":905.239,"body":"terms of where it could go one day."},{"speaker":"Sam Robertson","startTime":905.819,"endTime":908.579,"body":"And then the mental side, which I"},{"speaker":"Sam Robertson","startTime":905.819,"endTime":908.579,"body":"just mentioned, I don't really have"},{"speaker":"Sam Robertson","startTime":908.58,"endTime":913.339,"body":"any great answer on, but things like"},{"speaker":"Sam Robertson","startTime":908.58,"endTime":913.339,"body":"decision-making, intent, communication."},{"speaker":"Sam Robertson","startTime":913.96,"endTime":916.37,"body":"That's the type of tech I'd"},{"speaker":"Sam Robertson","startTime":913.96,"endTime":916.37,"body":"love to see, but that sounds"},{"speaker":"Sam Robertson","startTime":916.37,"endTime":917.419,"body":"like a very tricky problem."},{"speaker":"Sam Robertson","startTime":917.42,"endTime":918.54,"body":"And I'm not sure where that would go."},{"speaker":"Sam Robertson","startTime":918.54,"endTime":919.76,"body":"Do you have thoughts on that?"},{"speaker":"Sam Robertson","startTime":919.76,"endTime":921.9,"body":"Theyre two kinds of"},{"speaker":"Sam Robertson","startTime":919.76,"endTime":921.9,"body":"far-fetched ideas I've got."},{"speaker":"David Martin","startTime":922.13,"endTime":923.79,"body":"I've always"},{"speaker":"David Martin","startTime":922.13,"endTime":923.79,"body":"been kind of fascinated."},{"speaker":"David Martin","startTime":923.79,"endTime":929.09,"body":"I think a lot of physiologists the way"},{"speaker":"David Martin","startTime":923.79,"endTime":929.09,"body":"we're trained,I think we like models."},{"speaker":"David Martin","startTime":929.139,"endTime":931.14,"body":"I think we like a performance model."},{"speaker":"David Martin","startTime":931.14,"endTime":935.169,"body":"We've all seen the performance"},{"speaker":"David Martin","startTime":931.14,"endTime":935.169,"body":"model for golf is all broken down."},{"speaker":"David Martin","startTime":935.199,"endTime":937.42,"body":"We made one up for skeleton."},{"speaker":"David Martin","startTime":937.83,"endTime":941.23,"body":"I remember me and Angus Ross when we were"},{"speaker":"David Martin","startTime":937.83,"endTime":941.23,"body":"talking about skeleton, we have this big"},{"speaker":"David Martin","startTime":941.23,"endTime":944.079,"body":"argument about what's the easiest sport"},{"speaker":"David Martin","startTime":941.23,"endTime":944.079,"body":"in the world to win a gold medal in."},{"speaker":"David Martin","startTime":944.229,"endTime":948.5,"body":"The criteria was you had to never"},{"speaker":"David Martin","startTime":944.229,"endTime":948.5,"body":"have done the sport, take up the"},{"speaker":"David Martin","startTime":948.5,"endTime":951.6,"body":"sport in the shortest period of"},{"speaker":"David Martin","startTime":948.5,"endTime":951.6,"body":"time, and become a gold medalist."},{"speaker":"David Martin","startTime":951.6,"endTime":952.489,"body":"What is that sport?"},{"speaker":"David Martin","startTime":952.609,"endTime":955.28,"body":"Start it over a beer and work it out."},{"speaker":"David Martin","startTime":955.38,"endTime":958.81,"body":"You've got to think about a lot of"},{"speaker":"David Martin","startTime":955.38,"endTime":958.81,"body":"stuff, but one of the things you have"},{"speaker":"David Martin","startTime":958.81,"endTime":964.43,"body":"to think about is how do you break down"},{"speaker":"David Martin","startTime":958.81,"endTime":964.43,"body":"the performance of the sport skeleton?"},{"speaker":"David Martin","startTime":964.44,"endTime":967.66,"body":"What underpins success in that sport?"},{"speaker":"David Martin","startTime":967.94,"endTime":972.694,"body":"Then of every one of those components,"},{"speaker":"David Martin","startTime":967.94,"endTime":972.694,"body":"do you have the technology to measure it?"},{"speaker":"David Martin","startTime":972.9,"endTime":975.96,"body":"How do you bring that together"},{"speaker":"David Martin","startTime":972.9,"endTime":975.96,"body":"and build up your model?"},{"speaker":"David Martin","startTime":975.97,"endTime":980.52,"body":"So you can say there's a concept of"},{"speaker":"David Martin","startTime":975.97,"endTime":980.52,"body":"sim-morphosis, you know, optimal design."},{"speaker":"David Martin","startTime":980.52,"endTime":982.099,"body":"It's used a lot in the animal kingdom."},{"speaker":"David Martin","startTime":982.2,"endTime":985.84,"body":"There's no part of the oxygen"},{"speaker":"David Martin","startTime":982.2,"endTime":985.84,"body":"uptake system that's overbuilt."},{"speaker":"David Martin","startTime":986.139,"endTime":989.079,"body":"You don't have a trachea that's"},{"speaker":"David Martin","startTime":986.139,"endTime":989.079,"body":"huge, that'd be a waste of space."},{"speaker":"David Martin","startTime":989.08,"endTime":990.799,"body":"You don't have a heart that's overbuilt."},{"speaker":"David Martin","startTime":990.82,"endTime":993.689,"body":"You don't have muscles with"},{"speaker":"David Martin","startTime":990.82,"endTime":993.689,"body":"way too much mitochondria."},{"speaker":"David Martin","startTime":993.72,"endTime":994.22,"body":"Everything."},{"speaker":"David Martin","startTime":994.23,"endTime":998.41,"body":"The hemoglobin mass mitochondria,"},{"speaker":"David Martin","startTime":994.23,"endTime":998.41,"body":"electron transport chain, your"},{"speaker":"David Martin","startTime":998.41,"endTime":1004.11,"body":"lung size, all of it is built with"},{"speaker":"David Martin","startTime":998.41,"endTime":1004.11,"body":"this kind of efficiency of design."},{"speaker":"David Martin","startTime":1004.12,"endTime":1005.57,"body":"You don't overbuild one thing."},{"speaker":"David Martin","startTime":1005.57,"endTime":1009.849,"body":"So if you take that to sport, you get"},{"speaker":"David Martin","startTime":1005.57,"endTime":1009.849,"body":"into this really interesting construct"},{"speaker":"David Martin","startTime":1009.909,"endTime":1012.18,"body":"of saying, is there something overbuilt?"},{"speaker":"David Martin","startTime":1012.23,"endTime":1015.46,"body":"You're faster than you need to be"},{"speaker":"David Martin","startTime":1012.23,"endTime":1015.46,"body":"to win a gold medal in skeleton."},{"speaker":"David Martin","startTime":1016.4,"endTime":1020.93,"body":"You're more aerodynamic than you"},{"speaker":"David Martin","startTime":1016.4,"endTime":1020.93,"body":"need to win a gold medal in skeleton."},{"speaker":"David Martin","startTime":1021.67,"endTime":1025.609,"body":"You are smart enough and you"},{"speaker":"David Martin","startTime":1021.67,"endTime":1025.609,"body":"have a good enough memory and"},{"speaker":"David Martin","startTime":1025.71,"endTime":1026.89,"body":"you have good enough vision."},{"speaker":"David Martin","startTime":1027.21,"endTime":1030.02,"body":"You know, you just keep going"},{"speaker":"David Martin","startTime":1027.21,"endTime":1030.02,"body":"until what is holding you back?"},{"speaker":"David Martin","startTime":1030.16,"endTime":1033.0,"body":"And as one thing goes up and"},{"speaker":"David Martin","startTime":1030.16,"endTime":1033.0,"body":"it's no longer a rate-limiting"},{"speaker":"David Martin","startTime":1033.0,"endTime":1035.36,"body":"step, then something else"},{"speaker":"David Martin","startTime":1033.0,"endTime":1035.36,"body":"becomes the rate limiting step."},{"speaker":"David Martin","startTime":1035.36,"endTime":1035.748,"body":"In marathon runners, it's a trick"},{"speaker":"David Martin","startTime":1035.36,"endTime":1035.748,"body":"question in graduate school, isn't it?"},{"speaker":"David Martin","startTime":1035.748,"endTime":1043.199,"body":"Like you got your top 10 marathon"},{"speaker":"David Martin","startTime":1035.748,"endTime":1043.199,"body":"runners, which of the following"},{"speaker":"David Martin","startTime":1043.199,"endTime":1045.11,"body":"variables is best to predict performance?"},{"speaker":"David Martin","startTime":1045.18,"endTime":1048.629,"body":"You always throw VO2 max in there"},{"speaker":"David Martin","startTime":1045.18,"endTime":1048.629,"body":"and a lot of them bite at it, but"},{"speaker":"David Martin","startTime":1049.14,"endTime":1051.08,"body":"they're all normalised on VO2 max."},{"speaker":"David Martin","startTime":1051.09,"endTime":1054.999,"body":"So the defining characteristic"},{"speaker":"David Martin","startTime":1051.09,"endTime":1054.999,"body":"is like their 800 metre time."},{"speaker":"David Martin","startTime":1055.29,"endTime":1057.54,"body":"Something more anaerobic"},{"speaker":"David Martin","startTime":1055.29,"endTime":1057.54,"body":"will be the differentiator."},{"speaker":"David Martin","startTime":1057.97,"endTime":1062.649,"body":"And I think as we go into the future,"},{"speaker":"David Martin","startTime":1057.97,"endTime":1062.649,"body":"we'll see more sophisticated models"},{"speaker":"David Martin","startTime":1062.709,"endTime":1066.33,"body":"and that the technology will become"},{"speaker":"David Martin","startTime":1062.709,"endTime":1066.33,"body":"very much like an F1 race car."},{"speaker":"David Martin","startTime":1066.49,"endTime":1070.36,"body":"It just seems intuitively appealing that"},{"speaker":"David Martin","startTime":1066.49,"endTime":1070.36,"body":"we'd be able to look at our dashboard"},{"speaker":"David Martin","startTime":1070.42,"endTime":1075.629,"body":"and say, Hey, Jim, out there playing"},{"speaker":"David Martin","startTime":1070.42,"endTime":1075.629,"body":"this position, we're starting to see"},{"speaker":"David Martin","startTime":1075.63,"endTime":1077.41,"body":"that weakness expose itself again."},{"speaker":"David Martin","startTime":1077.42,"endTime":1079.049,"body":"He's got a fatigue resistant problem."},{"speaker":"David Martin","startTime":1079.059,"endTime":1082.47,"body":"The dude, he can kick, he's smart,"},{"speaker":"David Martin","startTime":1079.059,"endTime":1082.47,"body":"he's doing everything right."},{"speaker":"David Martin","startTime":1082.48,"endTime":1085.0,"body":"He's tough, he's strong, he"},{"speaker":"David Martin","startTime":1082.48,"endTime":1085.0,"body":"doesn't need any more power."},{"speaker":"David Martin","startTime":1085.35,"endTime":1088.24,"body":"He is not basically holding up."},{"speaker":"David Martin","startTime":1088.29,"endTime":1090.14,"body":"His fatigue resistance is the problem."},{"speaker":"David Martin","startTime":1090.16,"endTime":1095.53,"body":"So in training, we can top up other areas,"},{"speaker":"David Martin","startTime":1090.16,"endTime":1095.53,"body":"but that is not the rate limiting stuff."},{"speaker":"David Martin","startTime":1095.96,"endTime":1098.69,"body":"I think in the future it will"},{"speaker":"David Martin","startTime":1095.96,"endTime":1098.69,"body":"become more sophisticated."},{"speaker":"David Martin","startTime":1098.69,"endTime":1099.85,"body":"It has with cars."},{"speaker":"David Martin","startTime":1100.03,"endTime":1102.01,"body":"So why wouldn't it with humans?"},{"speaker":"David Martin","startTime":1102.27,"endTime":1104.99,"body":"And I think some people talk like"},{"speaker":"David Martin","startTime":1102.27,"endTime":1104.99,"body":"they kind of are working in that"},{"speaker":"David Martin","startTime":1105.0,"endTime":1107.3,"body":"space, but I don't think they're"},{"speaker":"David Martin","startTime":1105.0,"endTime":1107.3,"body":"really working in that space."},{"speaker":"David Martin","startTime":1107.71,"endTime":1112.37,"body":"I mean, we build out just quickly a"},{"speaker":"David Martin","startTime":1107.71,"endTime":1112.37,"body":"model in cycling and we would say,"},{"speaker":"David Martin","startTime":1112.44,"endTime":1116.29,"body":"I am going to,basically, through"},{"speaker":"David Martin","startTime":1112.44,"endTime":1116.29,"body":"DEXA, figure out how much muscle mass"},{"speaker":"David Martin","startTime":1116.29,"endTime":1119.61,"body":"you have from the iliac crest down,"},{"speaker":"David Martin","startTime":1116.29,"endTime":1119.61,"body":"how much muscle mass do you have?"},{"speaker":"David Martin","startTime":1120.35,"endTime":1124.01,"body":"With that muscle mass, I can put you"},{"speaker":"David Martin","startTime":1120.35,"endTime":1124.01,"body":"on a bicycle that's not even moving and"},{"speaker":"David Martin","startTime":1124.01,"endTime":1126.46,"body":"just say, how much power do you generate?"},{"speaker":"David Martin","startTime":1126.82,"endTime":1131.119,"body":"If I know the power that's being"},{"speaker":"David Martin","startTime":1126.82,"endTime":1131.119,"body":"produced per kilogram muscle,"},{"speaker":"David Martin","startTime":1131.309,"endTime":1134.349,"body":"there's ranges, there's high amounts"},{"speaker":"David Martin","startTime":1131.309,"endTime":1134.349,"body":"of power, low amounts of power."},{"speaker":"David Martin","startTime":1134.689,"endTime":1138.66,"body":"And I can see if there's things that"},{"speaker":"David Martin","startTime":1134.689,"endTime":1138.66,"body":"might need to be done to optimise that."},{"speaker":"David Martin","startTime":1138.67,"endTime":1142.46,"body":"Once I know whether you have the"},{"speaker":"David Martin","startTime":1138.67,"endTime":1142.46,"body":"power for the muscle, then I have"},{"speaker":"David Martin","startTime":1142.46,"endTime":1144.42,"body":"to say, how heavy is the body?"},{"speaker":"David Martin","startTime":1144.45,"endTime":1147.29,"body":"Maybe we've got to lose some weight"},{"speaker":"David Martin","startTime":1144.45,"endTime":1147.29,"body":"to get the power to weight, but"},{"speaker":"David Martin","startTime":1147.43,"endTime":1150.609,"body":"that's not enough because now I've"},{"speaker":"David Martin","startTime":1147.43,"endTime":1150.609,"body":"got to see what your aerodynamics is."},{"speaker":"David Martin","startTime":1151.219,"endTime":1154.55,"body":"Then as you go out from there,"},{"speaker":"David Martin","startTime":1151.219,"endTime":1154.55,"body":"I can say you're aerodynamically"},{"speaker":"David Martin","startTime":1154.56,"endTime":1158.37,"body":"fine, your power prediction is fine,"},{"speaker":"David Martin","startTime":1154.56,"endTime":1158.37,"body":"you can make a bike really fast."},{"speaker":"David Martin","startTime":1158.51,"endTime":1161.17,"body":"Now the question is, can"},{"speaker":"David Martin","startTime":1158.51,"endTime":1161.17,"body":"you do it on the right day?"},{"speaker":"David Martin","startTime":1161.38,"endTime":1162.32,"body":"Can you hold the line?"},{"speaker":"David Martin","startTime":1162.33,"endTime":1163.76,"body":"Do you have the technical capacities?"},{"speaker":"David Martin","startTime":1164.32,"endTime":1167.09,"body":"It kind of seems simple."},{"speaker":"David Martin","startTime":1167.09,"endTime":1169.563,"body":"Like these people need this,"},{"speaker":"David Martin","startTime":1167.09,"endTime":1169.563,"body":"these people need this."},{"speaker":"David Martin","startTime":1169.73,"endTime":1173.77,"body":"It started to make sense, but I"},{"speaker":"David Martin","startTime":1169.73,"endTime":1173.77,"body":"don't think we see a lot of those"},{"speaker":"David Martin","startTime":1173.78,"endTime":1176.95,"body":"scenarios, especially in skill sports"},{"speaker":"David Martin","startTime":1173.78,"endTime":1176.95,"body":"where everybody's just like, oh my"},{"speaker":"David Martin","startTime":1177.06,"endTime":1179.44,"body":"god, it all goes out the window."},{"speaker":"David Martin","startTime":1179.8,"endTime":1181.989,"body":"I think that's going to be an"},{"speaker":"David Martin","startTime":1179.8,"endTime":1181.989,"body":"interesting part of the future."},{"speaker":"David Martin","startTime":1181.99,"endTime":1185.579,"body":"The people that kind of start"},{"speaker":"David Martin","startTime":1181.99,"endTime":1185.579,"body":"to meaningfully unravel..."},{"speaker":"David Martin","startTime":1185.609,"endTime":1188.349,"body":"I mean, you know Warren Young and"},{"speaker":"David Martin","startTime":1185.609,"endTime":1188.349,"body":"there's a lot of people who've done"},{"speaker":"David Martin","startTime":1188.349,"endTime":1192.51,"body":"it in sprinting and there are people"},{"speaker":"David Martin","startTime":1188.349,"endTime":1192.51,"body":"working up these models, but I think"},{"speaker":"David Martin","startTime":1192.51,"endTime":1196.1,"body":"they're kind of unsung heroes and"},{"speaker":"David Martin","startTime":1192.51,"endTime":1196.1,"body":"they're not really celebrated that much."},{"speaker":"David Martin","startTime":1196.1,"endTime":1198.22,"body":"Those papers don't get a lot of citations."},{"speaker":"David Martin","startTime":1198.41,"endTime":1199.1,"body":"It's interesting."},{"speaker":"Sam Robertson","startTime":1199.58,"endTime":1200.54,"body":"Yeah, I would agree."},{"speaker":"Sam Robertson","startTime":1200.54,"endTime":1205.199,"body":"And I think with those multidisciplinary"},{"speaker":"Sam Robertson","startTime":1200.54,"endTime":1205.199,"body":"topics or topics that maybe are"},{"speaker":"Sam Robertson","startTime":1205.199,"endTime":1207.75,"body":"a little bit abstract or people"},{"speaker":"Sam Robertson","startTime":1205.199,"endTime":1207.75,"body":"don't understand very well."},{"speaker":"Sam Robertson","startTime":1207.75,"endTime":1210.12,"body":"I'm not sure if you're referring"},{"speaker":"Sam Robertson","startTime":1207.75,"endTime":1210.12,"body":"to agility there, but agility is"},{"speaker":"Sam Robertson","startTime":1210.12,"endTime":1211.169,"body":"kind of one of those, isn't it?"},{"speaker":"Sam Robertson","startTime":1211.56,"endTime":1215.139,"body":"You can have all these pieces of"},{"speaker":"Sam Robertson","startTime":1211.56,"endTime":1215.139,"body":"technology that we say measure agility,"},{"speaker":"Sam Robertson","startTime":1215.719,"endTime":1218.11,"body":"but is it really measuring agility?"},{"speaker":"Sam Robertson","startTime":1218.24,"endTime":1221.44,"body":"I think of Warren's work there,"},{"speaker":"Sam Robertson","startTime":1218.24,"endTime":1221.44,"body":"Sophia Nimphius work, even"},{"speaker":"Sam Robertson","startTime":1221.44,"endTime":1222.67,"body":"Damien Farrows work as well."},{"speaker":"Sam Robertson","startTime":1223.02,"endTime":1225.53,"body":"Your response was interesting then,"},{"speaker":"Sam Robertson","startTime":1223.02,"endTime":1225.53,"body":"because I gave you a couple examples"},{"speaker":"Sam Robertson","startTime":1225.53,"endTime":1229.555,"body":"of measuring things that maybe we don't"},{"speaker":"Sam Robertson","startTime":1225.53,"endTime":1229.555,"body":"measure at all with technology right"},{"speaker":"Sam Robertson","startTime":1229.67,"endTime":1234.289,"body":"now, like communication, we rely on"},{"speaker":"Sam Robertson","startTime":1229.67,"endTime":1234.289,"body":"coach evaluation, or observer evaluation."},{"speaker":"Sam Robertson","startTime":1234.29,"endTime":1238.639,"body":"But you talked a lot about maximising"},{"speaker":"Sam Robertson","startTime":1234.29,"endTime":1238.639,"body":"gains  in some respects and rate"},{"speaker":"Sam Robertson","startTime":1238.639,"endTime":1240.37,"body":"limiting - that's not where my head went."},{"speaker":"Sam Robertson","startTime":1240.609,"endTime":1243.74,"body":"I actually do think you're right,"},{"speaker":"Sam Robertson","startTime":1240.609,"endTime":1243.74,"body":"particularly in skill sports."},{"speaker":"Sam Robertson","startTime":1243.74,"endTime":1247.56,"body":"Things like If we had technology"},{"speaker":"Sam Robertson","startTime":1243.74,"endTime":1247.56,"body":"that we already have now, but we"},{"speaker":"Sam Robertson","startTime":1247.56,"endTime":1250.86,"body":"are able to increase the resolution"},{"speaker":"Sam Robertson","startTime":1247.56,"endTime":1250.86,"body":"of that technology, so to speak, or"},{"speaker":"Sam Robertson","startTime":1250.86,"endTime":1254.19,"body":"the quality, that would potentially"},{"speaker":"Sam Robertson","startTime":1250.86,"endTime":1254.19,"body":"have more of a gain than just"},{"speaker":"Sam Robertson","startTime":1254.799,"endTime":1256.07,"body":"measuring something new altogether."},{"speaker":"Sam Robertson","startTime":1256.179,"endTime":1258.829,"body":"I do think skill is a good"},{"speaker":"Sam Robertson","startTime":1256.179,"endTime":1258.829,"body":"example of that in sports."},{"speaker":"Sam Robertson","startTime":1258.83,"endTime":1263.56,"body":"I don't think we know that much"},{"speaker":"Sam Robertson","startTime":1258.83,"endTime":1263.56,"body":"about skill development in athletes."},{"speaker":"Sam Robertson","startTime":1263.62,"endTime":1265.86,"body":"Once they enter professional sports,"},{"speaker":"Sam Robertson","startTime":1263.62,"endTime":1265.86,"body":"we do all this work when they're"},{"speaker":"Sam Robertson","startTime":1265.92,"endTime":1268.87,"body":"coming through the ranks and then"},{"speaker":"Sam Robertson","startTime":1265.92,"endTime":1268.87,"body":"we kind of get them to the top level"},{"speaker":"Sam Robertson","startTime":1268.87,"endTime":1272.32,"body":"and, yeah, we develop it, but do, we"},{"speaker":"Sam Robertson","startTime":1268.87,"endTime":1272.32,"body":"really measure it longitudinally and"},{"speaker":"Sam Robertson","startTime":1272.32,"endTime":1273.94,"body":"know what's causing an improvement?"},{"speaker":"Sam Robertson","startTime":1273.94,"endTime":1275.03,"body":"I'm not so sure."},{"speaker":"Sam Robertson","startTime":1275.03,"endTime":1277.97,"body":"I know I'm generalising, but I"},{"speaker":"Sam Robertson","startTime":1275.03,"endTime":1277.97,"body":"think that's an area as well."},{"speaker":"David Martin","startTime":1278.27,"endTime":1281.77,"body":"Computer vision is"},{"speaker":"David Martin","startTime":1278.27,"endTime":1281.77,"body":"just really changing the landscape."},{"speaker":"David Martin","startTime":1281.77,"endTime":1285.969,"body":"There's a small company with"},{"speaker":"David Martin","startTime":1281.77,"endTime":1285.969,"body":"some ex engineers that came out"},{"speaker":"David Martin","startTime":1285.97,"endTime":1289.04,"body":"of Apple and they now have a"},{"speaker":"David Martin","startTime":1285.97,"endTime":1289.04,"body":"startup company called HomeCourt."},{"speaker":"David Martin","startTime":1289.04,"endTime":1291.29,"body":"HomeCourt is basically"},{"speaker":"David Martin","startTime":1289.04,"endTime":1291.29,"body":"for your iPhone or iPad."},{"speaker":"David Martin","startTime":1291.33,"endTime":1294.929,"body":"I have no commercial affiliation"},{"speaker":"David Martin","startTime":1291.33,"endTime":1294.929,"body":"with them at all so I'm not giving"},{"speaker":"David Martin","startTime":1294.929,"endTime":1297.99,"body":"them a plug, I just love how their"},{"speaker":"David Martin","startTime":1294.929,"endTime":1297.99,"body":"brains worked and how they brought"},{"speaker":"David Martin","startTime":1298.02,"endTime":1300.47,"body":"technology into a unique solution space."},{"speaker":"David Martin","startTime":1301.26,"endTime":1305.86,"body":"What you do is you just put your phone"},{"speaker":"David Martin","startTime":1301.26,"endTime":1305.86,"body":"up or your iPad and you start shooting."},{"speaker":"David Martin","startTime":1306.21,"endTime":1309.443,"body":"You just start shooting baskets, like say"},{"speaker":"David Martin","startTime":1306.21,"endTime":1309.443,"body":"free throws, just start shooting them."},{"speaker":"David Martin","startTime":1309.443,"endTime":1311.542,"body":"You're going to have makes, and"},{"speaker":"David Martin","startTime":1309.443,"endTime":1311.542,"body":"you're going to have misses."},{"speaker":"David Martin","startTime":1311.71,"endTime":1315.09,"body":"It automatically detects the ball,"},{"speaker":"David Martin","startTime":1311.71,"endTime":1315.09,"body":"does all the pixel resolution stuff and"},{"speaker":"David Martin","startTime":1315.09,"endTime":1316.719,"body":"it tracks the directory of the ball."},{"speaker":"David Martin","startTime":1317.29,"endTime":1321.47,"body":"But they're also doing, as you know"},{"speaker":"David Martin","startTime":1317.29,"endTime":1321.47,"body":"is becoming more and more ubiquitous"},{"speaker":"David Martin","startTime":1321.49,"endTime":1325.679,"body":"to see, these pose estimation models."},{"speaker":"David Martin","startTime":1325.849,"endTime":1327.33,"body":"And some of them are getting pretty good."},{"speaker":"David Martin","startTime":1327.37,"endTime":1331.369,"body":"They're probably still not VICON"},{"speaker":"David Martin","startTime":1327.37,"endTime":1331.369,"body":"accurate, but what you can do with"},{"speaker":"David Martin","startTime":1331.379,"endTime":1336.363,"body":"basketball with HomeCourt is you"},{"speaker":"David Martin","startTime":1331.379,"endTime":1336.363,"body":"can get the ankle flexion and knee"},{"speaker":"David Martin","startTime":1336.5,"endTime":1338.34,"body":"flexion, you can get the hip flexion."},{"speaker":"David Martin","startTime":1338.49,"endTime":1341.659,"body":"You can see when they make their"},{"speaker":"David Martin","startTime":1338.49,"endTime":1341.659,"body":"shot, if their feet come off the"},{"speaker":"David Martin","startTime":1341.66,"endTime":1343.609,"body":"ground, how long was their airtime?"},{"speaker":"David Martin","startTime":1343.87,"endTime":1346.77,"body":"So you can get a lot of different"},{"speaker":"David Martin","startTime":1343.87,"endTime":1346.77,"body":"aspects of the trajectory of the"},{"speaker":"David Martin","startTime":1346.77,"endTime":1349.969,"body":"ball, the movement of the lower"},{"speaker":"David Martin","startTime":1346.77,"endTime":1349.969,"body":"limbs, and you can count shot"},{"speaker":"David Martin","startTime":1350.01,"endTime":1351.81,"body":"after shot, after shot, after shot."},{"speaker":"David Martin","startTime":1351.98,"endTime":1354.739,"body":"So what you can do after like"},{"speaker":"David Martin","startTime":1351.98,"endTime":1354.739,"body":"a thousand shots over multiple"},{"speaker":"David Martin","startTime":1354.75,"endTime":1358.739,"body":"days is start to compile and"},{"speaker":"David Martin","startTime":1354.75,"endTime":1358.739,"body":"they haven't taken it here yet."},{"speaker":"David Martin","startTime":1358.76,"endTime":1362.3,"body":"They're only just preparing to go"},{"speaker":"David Martin","startTime":1358.76,"endTime":1362.3,"body":"there, but your question was about"},{"speaker":"David Martin","startTime":1362.3,"endTime":1364.07,"body":"what will we measure in the future."},{"speaker":"David Martin","startTime":1364.41,"endTime":1369.54,"body":"With machine learning you can go through"},{"speaker":"David Martin","startTime":1364.41,"endTime":1369.54,"body":"now and you can say, Hey, Sam, for you,"},{"speaker":"David Martin","startTime":1369.59,"endTime":1373.53,"body":"when you miss shots, what we tend to"},{"speaker":"David Martin","startTime":1369.59,"endTime":1373.53,"body":"see is your shoulder comes forward, your"},{"speaker":"David Martin","startTime":1373.55,"endTime":1377.81,"body":"elbow goes out, the lower body stays"},{"speaker":"David Martin","startTime":1373.55,"endTime":1377.81,"body":"pretty similar, but it's an upper body"},{"speaker":"David Martin","startTime":1377.82,"endTime":1381.69,"body":"manifestation of how you generate the"},{"speaker":"David Martin","startTime":1377.82,"endTime":1381.69,"body":"shot as we.start to.see a difference."},{"speaker":"David Martin","startTime":1382.15,"endTime":1383.4,"body":"Dave, you're very different."},{"speaker":"David Martin","startTime":1383.679,"endTime":1387.669,"body":"It seems to be your left"},{"speaker":"David Martin","startTime":1383.679,"endTime":1387.669,"body":"leg and the way you dip."},{"speaker":"David Martin","startTime":1387.669,"endTime":1393.31,"body":"And, it feels like with someone like"},{"speaker":"David Martin","startTime":1387.669,"endTime":1393.31,"body":"Damien Farrow or Derek Panchuk, you"},{"speaker":"David Martin","startTime":1393.31,"endTime":1397.08,"body":"could start to with a good skill"},{"speaker":"David Martin","startTime":1393.31,"endTime":1397.08,"body":"acquisition specialist or a good coach,"},{"speaker":"David Martin","startTime":1397.33,"endTime":1403.489,"body":"you could say, Hey just little mental"},{"speaker":"David Martin","startTime":1397.33,"endTime":1403.489,"body":"cues, no paralysis through analysis."},{"speaker":"David Martin","startTime":1403.5,"endTime":1407.53,"body":"Let's just think, I'm a straight"},{"speaker":"David Martin","startTime":1403.5,"endTime":1407.53,"body":"spring, I'm a slingshot, I'm a..."},{"speaker":"David Martin","startTime":1407.53,"endTime":1412.63,"body":"whatever, whatever helps you do your"},{"speaker":"David Martin","startTime":1407.53,"endTime":1412.63,"body":"thing, but I can tune this to you based on"},{"speaker":"David Martin","startTime":1412.79,"endTime":1418.4,"body":"really interesting new technologies being"},{"speaker":"David Martin","startTime":1412.79,"endTime":1418.4,"body":"applied in a new way that let me know"},{"speaker":"David Martin","startTime":1418.61,"endTime":1420.459,"body":"what you tend to do when you miss pots."},{"speaker":"David Martin","startTime":1420.459,"endTime":1421.689,"body":"what you tend to do when you miss."},{"speaker":"David Martin","startTime":1421.689,"endTime":1424.045,"body":"And that's very different than just a"},{"speaker":"David Martin","startTime":1421.689,"endTime":1424.045,"body":"skill coach sitting there going, Hey, come"},{"speaker":"David Martin","startTime":1424.045,"endTime":1428.39,"body":"here, and they just have to make something"},{"speaker":"David Martin","startTime":1424.045,"endTime":1428.39,"body":"up and give you your confidence back."},{"speaker":"Sam Robertson","startTime":1429.24,"endTime":1431.539,"body":"It comes back to the models"},{"speaker":"Sam Robertson","startTime":1429.24,"endTime":1431.539,"body":"you talked about earlier, doesn't it?"},{"speaker":"Sam Robertson","startTime":1431.539,"endTime":1436.08,"body":"If you look at that example you're"},{"speaker":"Sam Robertson","startTime":1431.539,"endTime":1436.08,"body":"giving now, other pieces of the puzzle"},{"speaker":"Sam Robertson","startTime":1436.08,"endTime":1440.326,"body":"over time are going to provide a"},{"speaker":"Sam Robertson","startTime":1436.08,"endTime":1440.326,"body":"more complete picture about why that"},{"speaker":"Sam Robertson","startTime":1440.469,"endTime":1442.439,"body":"athlete's improving or not improving."},{"speaker":"Sam Robertson","startTime":1442.46,"endTime":1444.03,"body":"So, what's going on in their life?"},{"speaker":"Sam Robertson","startTime":1444.05,"endTime":1445.04,"body":"What's their fatigue levels,?"},{"speaker":"Sam Robertson","startTime":1445.04,"endTime":1448.63,"body":"All those things that you see in a high"},{"speaker":"Sam Robertson","startTime":1445.04,"endTime":1448.63,"body":"performance environment being measured."},{"speaker":"Sam Robertson","startTime":1449.84,"endTime":1452.36,"body":"I tend to think, like probably a lot"},{"speaker":"Sam Robertson","startTime":1449.84,"endTime":1452.36,"body":"of us, that technology is a piece of"},{"speaker":"Sam Robertson","startTime":1452.37,"endTime":1456.44,"body":"hardware or a piece of software, but"},{"speaker":"Sam Robertson","startTime":1452.37,"endTime":1456.44,"body":"maybe it's more those really comprehensive"},{"speaker":"Sam Robertson","startTime":1456.44,"endTime":1458.129,"body":"solutions that we see in the future."},{"speaker":"Sam Robertson","startTime":1458.279,"endTime":1462.09,"body":"Maybe that's a more enhanced type of"},{"speaker":"Sam Robertson","startTime":1458.279,"endTime":1462.09,"body":"technology that we see moving forward."},{"speaker":"Sam Robertson","startTime":1462.09,"endTime":1465.25,"body":"Something like a HomeCourt that actually"},{"speaker":"Sam Robertson","startTime":1462.09,"endTime":1465.25,"body":"starts to pull in information from"},{"speaker":"Sam Robertson","startTime":1465.25,"endTime":1468.7,"body":"other parts of that athlete to really"},{"speaker":"Sam Robertson","startTime":1465.25,"endTime":1468.7,"body":"optimise that learning experience."},{"speaker":"Sam Robertson","startTime":1468.929,"endTime":1469.58,"body":"That's just a thought."},{"speaker":"Sam Robertson","startTime":1469.58,"endTime":1472.47,"body":"I know that is out there at the moment"},{"speaker":"Sam Robertson","startTime":1469.58,"endTime":1472.47,"body":"in terms of athlete management systems"},{"speaker":"Sam Robertson","startTime":1472.47,"endTime":1475.269,"body":"and things like that, but something"},{"speaker":"Sam Robertson","startTime":1472.47,"endTime":1475.269,"body":"that really pulls that together with"},{"speaker":"Sam Robertson","startTime":1475.27,"endTime":1477.745,"body":"the goal of improving an athlete's"},{"speaker":"Sam Robertson","startTime":1475.27,"endTime":1477.745,"body":"skill or something like that would"},{"speaker":"Sam Robertson","startTime":1477.81,"endTime":1479.1,"body":"be something  I'd love to see."},{"speaker":"David Martin","startTime":1480.91,"endTime":1484.12,"body":"I'm using a product"},{"speaker":"David Martin","startTime":1480.91,"endTime":1484.12,"body":"with some eye-tracking and I know,"},{"speaker":"David Martin","startTime":1484.62,"endTime":1488.43,"body":"the quiet eye has been around for a"},{"speaker":"David Martin","startTime":1484.62,"endTime":1488.43,"body":"long time and Derek and Damien and"},{"speaker":"David Martin","startTime":1488.43,"endTime":1492.83,"body":"others have looked at where does the"},{"speaker":"David Martin","startTime":1488.43,"endTime":1492.83,"body":"gaze settle before the shot executes?"},{"speaker":"David Martin","startTime":1493.029,"endTime":1496.58,"body":"So I just talked about an example"},{"speaker":"David Martin","startTime":1493.029,"endTime":1496.58,"body":"of shooting baskets and just looking"},{"speaker":"David Martin","startTime":1496.58,"endTime":1498.409,"body":"at the kinematics of the shot."},{"speaker":"David Martin","startTime":1498.91,"endTime":1502.52,"body":"But what if you were wearing an"},{"speaker":"David Martin","startTime":1498.91,"endTime":1502.52,"body":"EEG array and you were looking"},{"speaker":"David Martin","startTime":1502.52,"endTime":1503.899,"body":"at where the eyes were going."},{"speaker":"David Martin","startTime":1504.24,"endTime":1506.77,"body":"And so like you said, you're"},{"speaker":"David Martin","startTime":1504.24,"endTime":1506.77,"body":"like, wow, this guy, man you've"},{"speaker":"David Martin","startTime":1506.77,"endTime":1508.09,"body":"gone way left brain on me."},{"speaker":"David Martin","startTime":1508.09,"endTime":1510.559,"body":"I've never seen this much activity"},{"speaker":"David Martin","startTime":1508.09,"endTime":1510.559,"body":"when you're doing shooting,"},{"speaker":"David Martin","startTime":1510.889,"endTime":1512.35,"body":"and I'm really interested."},{"speaker":"David Martin","startTime":1512.35,"endTime":1515.9,"body":"Your eye gaze is now, you're"},{"speaker":"David Martin","startTime":1512.35,"endTime":1515.9,"body":"swinging through the target and"},{"speaker":"David Martin","startTime":1515.97,"endTime":1517.7,"body":"you're way less  consistent."},{"speaker":"David Martin","startTime":1517.7,"endTime":1520.64,"body":"Maybe you're losing attentiveness,"},{"speaker":"David Martin","startTime":1517.7,"endTime":1520.64,"body":"maybe you're tired, maybe you're,"},{"speaker":"David Martin","startTime":1520.65,"endTime":1521.83,"body":"maybe you're, maybe you're."},{"speaker":"David Martin","startTime":1521.83,"endTime":1526.639,"body":"But the whole idea of doing it is,"},{"speaker":"David Martin","startTime":1521.83,"endTime":1526.639,"body":"one, enhance understanding, but still"},{"speaker":"David Martin","startTime":1526.71,"endTime":1531.549,"body":"the translation piece is the fun"},{"speaker":"David Martin","startTime":1526.71,"endTime":1531.549,"body":"piece of saying, I'm seeing something"},{"speaker":"David Martin","startTime":1531.619,"endTime":1535.73,"body":"and it's given me a clue on how"},{"speaker":"David Martin","startTime":1531.619,"endTime":1535.73,"body":"to treat this or help you better."},{"speaker":"David Martin","startTime":1536.26,"endTime":1539.469,"body":"And I find it amazing, like in"},{"speaker":"David Martin","startTime":1536.26,"endTime":1539.469,"body":"medicine, Sam, you fall down,"},{"speaker":"David Martin","startTime":1539.469,"endTime":1541.889,"body":"you break your arm, you come to"},{"speaker":"David Martin","startTime":1539.469,"endTime":1541.889,"body":"me, I'm your orthopedic surgeon."},{"speaker":"David Martin","startTime":1542.09,"endTime":1542.68,"body":"I take a look."},{"speaker":"David Martin","startTime":1542.68,"endTime":1543.163,"body":"I feel it."},{"speaker":"David Martin","startTime":1543.163,"endTime":1546.26,"body":"I'm like, you know what, Sam, I'm going to"},{"speaker":"David Martin","startTime":1543.163,"endTime":1546.26,"body":"put you in and we're going to get an MRI."},{"speaker":"David Martin","startTime":1546.26,"endTime":1547.864,"body":"And you go, what's an MRI?"},{"speaker":"David Martin","startTime":1547.969,"endTime":1551.8,"body":"Well, it just gives me detailed clarity"},{"speaker":"David Martin","startTime":1547.969,"endTime":1551.8,"body":"on what's going on in that elbow."},{"speaker":"David Martin","startTime":1551.87,"endTime":1554.57,"body":"I think you might have a hairline"},{"speaker":"David Martin","startTime":1551.87,"endTime":1554.57,"body":"fracture, but I'm not sure."},{"speaker":"David Martin","startTime":1554.77,"endTime":1558.626,"body":"I just want to take a look because my"},{"speaker":"David Martin","startTime":1554.77,"endTime":1558.626,"body":"diagnosis and my follow through with"},{"speaker":"David Martin","startTime":1558.79,"endTime":1560.399,"body":"you will be dependent on what I see."},{"speaker":"David Martin","startTime":1560.889,"endTime":1562.28,"body":"And you have no problem, do you?"},{"speaker":"David Martin","startTime":1562.32,"endTime":1565.32,"body":"In fact, you would be pissed"},{"speaker":"David Martin","startTime":1562.32,"endTime":1565.32,"body":"if I didn't go get an MRI."},{"speaker":"David Martin","startTime":1565.91,"endTime":1570.49,"body":"You're like, dude, you better do your"},{"speaker":"David Martin","startTime":1565.91,"endTime":1570.49,"body":"job, use existing technology to help"},{"speaker":"David Martin","startTime":1570.49,"endTime":1572.91,"body":"me and you make your diagnosis with it."},{"speaker":"David Martin","startTime":1572.94,"endTime":1573.86,"body":"That means you're smart."},{"speaker":"David Martin","startTime":1573.91,"endTime":1575.35,"body":"You know what you're doing and let's go."},{"speaker":"David Martin","startTime":1575.77,"endTime":1578.565,"body":"But when it comes to sports"},{"speaker":"David Martin","startTime":1575.77,"endTime":1578.565,"body":"science, people are like, youre"},{"speaker":"David Martin","startTime":1578.565,"endTime":1579.909,"body":"not putting that shit on me."},{"speaker":"David Martin","startTime":1580.08,"endTime":1580.8,"body":"Are you kidding me?"},{"speaker":"David Martin","startTime":1580.8,"endTime":1581.63,"body":"What do you want to measure?"},{"speaker":"David Martin","startTime":1581.66,"endTime":1582.849,"body":"Turn that camera off."},{"speaker":"David Martin","startTime":1582.85,"endTime":1583.59,"body":"What are you?"},{"speaker":"David Martin","startTime":1583.85,"endTime":1588.81,"body":"So why is it different in sport if"},{"speaker":"David Martin","startTime":1583.85,"endTime":1588.81,"body":"you really wanted to get better?"},{"speaker":"David Martin","startTime":1589.24,"endTime":1592.25,"body":"Versus medicine, if you really"},{"speaker":"David Martin","startTime":1589.24,"endTime":1592.25,"body":"want to try to heal someone."},{"speaker":"David Martin","startTime":1592.49,"endTime":1595.22,"body":"I think part of it is because it's"},{"speaker":"David Martin","startTime":1592.49,"endTime":1595.22,"body":"getting really sloppy and really"},{"speaker":"David Martin","startTime":1595.22,"endTime":1596.75,"body":"messy out there with medicine."},{"speaker":"David Martin","startTime":1596.98,"endTime":1601.489,"body":"I had an NBA guy tell me, he goes,"},{"speaker":"David Martin","startTime":1596.98,"endTime":1601.489,"body":"you're trying to measure this,"},{"speaker":"David Martin","startTime":1601.539,"endTime":1605.95,"body":"and he pointed out himself and he"},{"speaker":"David Martin","startTime":1601.539,"endTime":1605.95,"body":"told me, this is a piece of art."},{"speaker":"David Martin","startTime":1606.4,"endTime":1607.91,"body":"This is a work of art."},{"speaker":"David Martin","startTime":1608.09,"endTime":1611.24,"body":"He goes, you should just sit"},{"speaker":"David Martin","startTime":1608.09,"endTime":1611.24,"body":"down and watch me do my thing."},{"speaker":"David Martin","startTime":1611.25,"endTime":1612.36,"body":"And let me enjoy myself."},{"speaker":"Sam Robertson","startTime":1612.66,"endTime":1614.218,"body":"I might guess"},{"speaker":"Sam Robertson","startTime":1612.66,"endTime":1614.218,"body":"who that player might be, but I"},{"speaker":"Sam Robertson","startTime":1614.218,"endTime":1615.919,"body":"don't think I'll do that on air."},{"speaker":"David Martin","startTime":1615.929,"endTime":1618.979,"body":"It's like you"},{"speaker":"David Martin","startTime":1615.929,"endTime":1618.979,"body":"can't measure this, you know?"},{"speaker":"David Martin","startTime":1619.639,"endTime":1621.51,"body":"And so the script flips."},{"speaker":"David Martin","startTime":1621.59,"endTime":1625.34,"body":"I think all athletes"},{"speaker":"David Martin","startTime":1621.59,"endTime":1625.34,"body":"ultimately want to be better."},{"speaker":"David Martin","startTime":1625.81,"endTime":1629.65,"body":"They want to be more competitive, but what"},{"speaker":"David Martin","startTime":1625.81,"endTime":1629.65,"body":"they don't know is somebody who's a bit"},{"speaker":"David Martin","startTime":1629.67,"endTime":1635.39,"body":"disconnected from the scene using advanced"},{"speaker":"David Martin","startTime":1629.67,"endTime":1635.39,"body":"technologies in spurious ways, and either"},{"speaker":"David Martin","startTime":1635.45,"endTime":1639.953,"body":"making mistakes in their follow through,"},{"speaker":"David Martin","startTime":1635.45,"endTime":1639.953,"body":"or just potentially telling everybody that"},{"speaker":"David Martin","startTime":1640.14,"endTime":1641.6,"body":"this athletes is not as good as you think."},{"speaker":"David Martin","startTime":1641.64,"endTime":1643.48,"body":"I'm seeing all these weaknesses in here."},{"speaker":"David Martin","startTime":1643.75,"endTime":1645.48,"body":"And so you're de-valuing a player."},{"speaker":"David Martin","startTime":1645.76,"endTime":1649.569,"body":"And so the industry we work in is"},{"speaker":"David Martin","startTime":1645.76,"endTime":1649.569,"body":"great when we're doing a research"},{"speaker":"David Martin","startTime":1649.57,"endTime":1652.229,"body":"project, cause they all sign"},{"speaker":"David Martin","startTime":1649.57,"endTime":1652.229,"body":"up, let's do it, let's learn."},{"speaker":"David Martin","startTime":1652.77,"endTime":1655.88,"body":"But in an applied setting, all"},{"speaker":"David Martin","startTime":1652.77,"endTime":1655.88,"body":"of these advanced technologies,"},{"speaker":"David Martin","startTime":1655.88,"endTime":1658.88,"body":"they come as a double-edged"},{"speaker":"David Martin","startTime":1655.88,"endTime":1658.88,"body":"sword because they're worried."},{"speaker":"David Martin","startTime":1658.88,"endTime":1660.82,"body":"People are scared about"},{"speaker":"David Martin","startTime":1658.88,"endTime":1660.82,"body":"what you might see."},{"speaker":"David Martin","startTime":1661.2,"endTime":1661.81,"body":"It's a challenge."},{"speaker":"David Martin","startTime":1662.06,"endTime":1663.44,"body":"There's definitely a challenge."},{"speaker":"David Martin","startTime":1663.44,"endTime":1666.809,"body":"Some of the new tech companies"},{"speaker":"David Martin","startTime":1663.44,"endTime":1666.809,"body":"building technologies, they"},{"speaker":"David Martin","startTime":1666.809,"endTime":1667.959,"body":"haven't done what you've done."},{"speaker":"David Martin","startTime":1667.969,"endTime":1669.569,"body":"They haven't worked where you've worked."},{"speaker":"David Martin","startTime":1669.69,"endTime":1672.959,"body":"So they just think it's as easy as, this"},{"speaker":"David Martin","startTime":1669.69,"endTime":1672.959,"body":"is great it'll make you perform better."},{"speaker":"David Martin","startTime":1672.959,"endTime":1674.259,"body":"And you're like, wow."},{"speaker":"Sam Robertson","startTime":1674.8,"endTime":1677.0,"body":"That actually is a"},{"speaker":"Sam Robertson","startTime":1674.8,"endTime":1677.0,"body":"nice segue into something I wanted"},{"speaker":"Sam Robertson","startTime":1677.0,"endTime":1683.339,"body":"to ask, which is almost where the"},{"speaker":"Sam Robertson","startTime":1677.0,"endTime":1683.339,"body":"responsibility lies in making sure that"},{"speaker":"Sam Robertson","startTime":1683.37,"endTime":1687.88,"body":"this space doesn't go wild, and you could"},{"speaker":"Sam Robertson","startTime":1683.37,"endTime":1687.88,"body":"argue maybe parts of it has already."},{"speaker":"Sam Robertson","startTime":1687.88,"endTime":1692.759,"body":"But that we don't get a situation like"},{"speaker":"Sam Robertson","startTime":1687.88,"endTime":1692.759,"body":"that athlete you referred to who just"},{"speaker":"Sam Robertson","startTime":1692.76,"endTime":1696.47,"body":"flatly refuses to do anything in the"},{"speaker":"Sam Robertson","startTime":1692.76,"endTime":1696.47,"body":"future, because there's just so much"},{"speaker":"Sam Robertson","startTime":1696.7,"endTime":1699.86,"body":"that they're exposed to and they throw"},{"speaker":"Sam Robertson","startTime":1696.7,"endTime":1699.86,"body":"their hands up and a league or an"},{"speaker":"Sam Robertson","startTime":1700.42,"endTime":1702.09,"body":"organisation just bans the whole lot."},{"speaker":"Sam Robertson","startTime":1702.559,"endTime":1706.459,"body":"I mentioned earlier that this space"},{"speaker":"Sam Robertson","startTime":1702.559,"endTime":1706.459,"body":"is accelerating, and you mentioned"},{"speaker":"Sam Robertson","startTime":1706.46,"endTime":1710.409,"body":"some companies that are doing various"},{"speaker":"Sam Robertson","startTime":1706.46,"endTime":1710.409,"body":"things, but it seems like it cant just"},{"speaker":"Sam Robertson","startTime":1710.409,"endTime":1713.24,"body":"lie with them to make sure that their"},{"speaker":"Sam Robertson","startTime":1710.409,"endTime":1713.24,"body":"tech is delivering on its promises,"},{"speaker":"Sam Robertson","startTime":1713.24,"endTime":1714.53,"body":"because of the reasons you just said."},{"speaker":"Sam Robertson","startTime":1714.53,"endTime":1717.08,"body":"I mean, they don't know what"},{"speaker":"Sam Robertson","startTime":1714.53,"endTime":1717.08,"body":"they don't know sometimes."},{"speaker":"Sam Robertson","startTime":1717.09,"endTime":1718.58,"body":"So is it everyone?"},{"speaker":"Sam Robertson","startTime":1718.58,"endTime":1718.968,"body":"Is it the leagues?"},{"speaker":"Sam Robertson","startTime":1718.968,"endTime":1719.87,"body":"Is it the clubs?"},{"speaker":"Sam Robertson","startTime":1720.36,"endTime":1723.119,"body":"We know that people in the clubs"},{"speaker":"Sam Robertson","startTime":1720.36,"endTime":1723.119,"body":"are pretty busy, rightly or"},{"speaker":"Sam Robertson","startTime":1723.12,"endTime":1724.519,"body":"wrongly, with their day jobs."},{"speaker":"Sam Robertson","startTime":1724.549,"endTime":1725.74,"body":"So who's going to pick that up."},{"speaker":"David Martin","startTime":1725.74,"endTime":1728.97,"body":"I was on the sport science"},{"speaker":"David Martin","startTime":1725.74,"endTime":1728.97,"body":"committee with the NBA and there's lots"},{"speaker":"David Martin","startTime":1728.97,"endTime":1734.06,"body":"of discussions about what tech do we allow"},{"speaker":"David Martin","startTime":1728.97,"endTime":1734.06,"body":"in, they even do call-outs for tender."},{"speaker":"David Martin","startTime":1734.08,"endTime":1737.09,"body":"They put up these projects and"},{"speaker":"David Martin","startTime":1734.08,"endTime":1737.09,"body":"technologies that are being"},{"speaker":"David Martin","startTime":1737.09,"endTime":1738.135,"body":"used, they have them evaluated."},{"speaker":"David Martin","startTime":1738.44,"endTime":1739.22,"body":"Are they accurate?"},{"speaker":"David Martin","startTime":1739.25,"endTime":1740.01,"body":"Are they safe?"},{"speaker":"David Martin","startTime":1740.08,"endTime":1741.169,"body":"Are they reliable?"},{"speaker":"David Martin","startTime":1741.24,"endTime":1742.98,"body":"Do they at least give us"},{"speaker":"David Martin","startTime":1741.24,"endTime":1742.98,"body":"what we think they are?"},{"speaker":"David Martin","startTime":1743.25,"endTime":1746.12,"body":"To try to stem some of those criticisms."},{"speaker":"David Martin","startTime":1746.549,"endTime":1750.17,"body":"I think, especially in professional"},{"speaker":"David Martin","startTime":1746.549,"endTime":1750.17,"body":"sport where it's very much a business,"},{"speaker":"David Martin","startTime":1750.24,"endTime":1754.2,"body":"that you're going to see just more"},{"speaker":"David Martin","startTime":1750.24,"endTime":1754.2,"body":"and more surveillance tech, I think"},{"speaker":"David Martin","startTime":1754.2,"endTime":1755.98,"body":"is the term used by some people."},{"speaker":"David Martin","startTime":1756.139,"endTime":1758.47,"body":"You don't have to wear anything,"},{"speaker":"David Martin","startTime":1756.139,"endTime":1758.47,"body":"it's just surveillance tech."},{"speaker":"David Martin","startTime":1758.74,"endTime":1761.2,"body":"And there's another technique"},{"speaker":"David Martin","startTime":1758.74,"endTime":1761.2,"body":"and I'm really waiting for some"},{"speaker":"David Martin","startTime":1761.21,"endTime":1762.43,"body":"people that kick off with this."},{"speaker":"David Martin","startTime":1762.43,"endTime":1765.76,"body":"It's a simple idea and it's been done"},{"speaker":"David Martin","startTime":1762.43,"endTime":1765.76,"body":"in a couple settings, but I haven't seen"},{"speaker":"David Martin","startTime":1766.09,"endTime":1771.77,"body":"it used that often, where you tether"},{"speaker":"David Martin","startTime":1766.09,"endTime":1771.77,"body":"physiological responses to surrogates."},{"speaker":"David Martin","startTime":1771.78,"endTime":1774.5,"body":"So you say, look, you've got to wear a"},{"speaker":"David Martin","startTime":1771.78,"endTime":1774.5,"body":"heart rate monitor, you've got to wear"},{"speaker":"David Martin","startTime":1774.52,"endTime":1776.979,"body":"these insoles, you've got to wear this"},{"speaker":"David Martin","startTime":1774.52,"endTime":1776.979,"body":"and that, I know it's a little bit much,"},{"speaker":"David Martin","startTime":1776.979,"endTime":1778.09,"body":"but we're only going to do it for a week."},{"speaker":"David Martin","startTime":1778.09,"endTime":1780.01,"body":"I'm building up some"},{"speaker":"David Martin","startTime":1778.09,"endTime":1780.01,"body":"patterns and relationships."},{"speaker":"David Martin","startTime":1780.35,"endTime":1784.34,"body":"What you do is you say, for these movement"},{"speaker":"David Martin","startTime":1780.35,"endTime":1784.34,"body":"patterns, I know your heart rate, for"},{"speaker":"David Martin","startTime":1784.34,"endTime":1787.37,"body":"these movement patterns, I know your"},{"speaker":"David Martin","startTime":1784.34,"endTime":1787.37,"body":"ground reaction forces, and I know your"},{"speaker":"David Martin","startTime":1787.37,"endTime":1788.75,"body":"sweat rates, and I know your whatever."},{"speaker":"David Martin","startTime":1788.84,"endTime":1791.6,"body":"I needed to kind of instrument"},{"speaker":"David Martin","startTime":1788.84,"endTime":1791.6,"body":"you in order to get you."},{"speaker":"David Martin","startTime":1791.6,"endTime":1792.84,"body":"But now, I get you."},{"speaker":"David Martin","startTime":1793.12,"endTime":1794.97,"body":"Now all I need to do"},{"speaker":"David Martin","startTime":1793.12,"endTime":1794.97,"body":"is see you run around."},{"speaker":"David Martin","startTime":1794.97,"endTime":1798.69,"body":"I can just do it from television, or"},{"speaker":"David Martin","startTime":1794.97,"endTime":1798.69,"body":"whatever, and I get great insight into"},{"speaker":"David Martin","startTime":1798.879,"endTime":1803.35,"body":"how your system is being loaded and"},{"speaker":"David Martin","startTime":1798.879,"endTime":1803.35,"body":"how it might adapt into the future."},{"speaker":"David Martin","startTime":1803.71,"endTime":1807.53,"body":"You might start seeing these hybrid models"},{"speaker":"David Martin","startTime":1803.71,"endTime":1807.53,"body":"where the athletes are more comfortable."},{"speaker":"David Martin","startTime":1808.03,"endTime":1813.389,"body":"So instead of saying, we can't measure"},{"speaker":"David Martin","startTime":1808.03,"endTime":1813.389,"body":"important stuff, it's too invasive,"},{"speaker":"David Martin","startTime":1813.42,"endTime":1814.822,"body":"the athletes will never let us do it."},{"speaker":"David Martin","startTime":1815.0,"endTime":1816.71,"body":"I think they would do it for a time."},{"speaker":"David Martin","startTime":1816.72,"endTime":1821.429,"body":"Just to say, this is pre-season camp,"},{"speaker":"David Martin","startTime":1816.72,"endTime":1821.429,"body":"let's get this stuff, and then in the"},{"speaker":"David Martin","startTime":1821.43,"endTime":1823.035,"body":"future, I can tell you the heart rates."},{"speaker":"David Martin","startTime":1823.25,"endTime":1826.27,"body":"For distance runners, we've been"},{"speaker":"David Martin","startTime":1823.25,"endTime":1826.27,"body":"doing it forever, you build up a VO2"},{"speaker":"David Martin","startTime":1826.29,"endTime":1829.75,"body":"max, you figure out the powers, you"},{"speaker":"David Martin","startTime":1826.29,"endTime":1829.75,"body":"can pretty much guess within about"},{"speaker":"David Martin","startTime":1829.75,"endTime":1831.01,"body":"five beats what the heart rate is."},{"speaker":"David Martin","startTime":1831.38,"endTime":1836.54,"body":"So there's going to be some techniques"},{"speaker":"David Martin","startTime":1831.38,"endTime":1836.54,"body":"that, to get to the question, that the"},{"speaker":"David Martin","startTime":1836.8,"endTime":1840.5,"body":"sports are probably going to regulate"},{"speaker":"David Martin","startTime":1836.8,"endTime":1840.5,"body":"it a little bit, they're going to be"},{"speaker":"David Martin","startTime":1840.5,"endTime":1843.639,"body":"kind of like the bad cop in the clubs."},{"speaker":"David Martin","startTime":1843.639,"endTime":1846.949,"body":"They're going to go, you know, people"},{"speaker":"David Martin","startTime":1843.639,"endTime":1846.949,"body":"are there for a short time and a fast"},{"speaker":"David Martin","startTime":1846.96,"endTime":1849.609,"body":"time, and they're just going to, you're"},{"speaker":"David Martin","startTime":1846.96,"endTime":1849.609,"body":"not going to tell me what to do, I"},{"speaker":"David Martin","startTime":1849.61,"endTime":1851.47,"body":"do whatever helps me keep my job."},{"speaker":"David Martin","startTime":1852.04,"endTime":1854.9,"body":"But then the other thing that's going to"},{"speaker":"David Martin","startTime":1852.04,"endTime":1854.9,"body":"happen is you might start to see these"},{"speaker":"David Martin","startTime":1854.91,"endTime":1858.87,"body":"systems where with accurate equipment,"},{"speaker":"David Martin","startTime":1854.91,"endTime":1858.87,"body":"you start seeing really cool surrogates."},{"speaker":"David Martin","startTime":1859.25,"endTime":1864.019,"body":"So you get more longitudinal"},{"speaker":"David Martin","startTime":1859.25,"endTime":1864.019,"body":"continuity of care without having"},{"speaker":"David Martin","startTime":1864.02,"endTime":1866.84,"body":"to instrument the person so much."},{"speaker":"David Martin","startTime":1866.96,"endTime":1870.999,"body":"So you use accurate equipment,"},{"speaker":"David Martin","startTime":1866.96,"endTime":1870.999,"body":"tag it and then monitor it."},{"speaker":"David Martin","startTime":1870.999,"endTime":1873.689,"body":"I mean, we're going to see a bunch"},{"speaker":"David Martin","startTime":1870.999,"endTime":1873.689,"body":"of fun stuff emerging in the future."},{"speaker":"David Martin","startTime":1873.689,"endTime":1876.09,"body":"You think of all the stuff"},{"speaker":"David Martin","startTime":1873.689,"endTime":1876.09,"body":"we've seen in the last 20 years."},{"speaker":"Sam Robertson","startTime":1876.59,"endTime":1878.35,"body":"I like"},{"speaker":"Sam Robertson","startTime":1876.59,"endTime":1878.35,"body":"that idea you raised then."},{"speaker":"Sam Robertson","startTime":1878.35,"endTime":1882.519,"body":"My mind was turning to building"},{"speaker":"Sam Robertson","startTime":1878.35,"endTime":1882.519,"body":"that understanding in training,"},{"speaker":"Sam Robertson","startTime":1882.53,"endTime":1886.27,"body":"in simulated competition, again,"},{"speaker":"Sam Robertson","startTime":1882.53,"endTime":1886.27,"body":"away from prying eyes as well."},{"speaker":"Sam Robertson","startTime":1886.66,"endTime":1890.09,"body":"As you mentioned, then the utility"},{"speaker":"Sam Robertson","startTime":1886.66,"endTime":1890.09,"body":"comes out in competition or when"},{"speaker":"Sam Robertson","startTime":1890.09,"endTime":1891.3,"body":"people are actually watching."},{"speaker":"Sam Robertson","startTime":1891.74,"endTime":1897.04,"body":"But my mind also went to this"},{"speaker":"Sam Robertson","startTime":1891.74,"endTime":1897.04,"body":"notion of when tech stops being"},{"speaker":"Sam Robertson","startTime":1897.09,"endTime":1898.78,"body":"a legal and fair advantage."},{"speaker":"Sam Robertson","startTime":1898.8,"endTime":1901.39,"body":"Once it's away from prying eyes and"},{"speaker":"Sam Robertson","startTime":1898.8,"endTime":1901.39,"body":"people don't know about it, it's"},{"speaker":"Sam Robertson","startTime":1901.52,"endTime":1903.139,"body":"always subject to manipulation as well."},{"speaker":"Sam Robertson","startTime":1903.979,"endTime":1908.27,"body":"I know that's a topic beyond today,"},{"speaker":"Sam Robertson","startTime":1903.979,"endTime":1908.27,"body":"but that's where my mind went as well."},{"speaker":"Sam Robertson","startTime":1908.27,"endTime":1909.84,"body":"Like, how much is too much?"},{"speaker":"Sam Robertson","startTime":1910.36,"endTime":1914.25,"body":"And we know that once we start"},{"speaker":"Sam Robertson","startTime":1910.36,"endTime":1914.25,"body":"doing things covertly or that people"},{"speaker":"Sam Robertson","startTime":1914.25,"endTime":1917.74,"body":"don't understand, or they don't"},{"speaker":"Sam Robertson","startTime":1914.25,"endTime":1917.74,"body":"see in competition, I think that's"},{"speaker":"Sam Robertson","startTime":1917.74,"endTime":1921.979,"body":"where like tracking devices have"},{"speaker":"Sam Robertson","startTime":1917.74,"endTime":1921.979,"body":"been fine or even optical tracking,"},{"speaker":"Sam Robertson","startTime":1921.98,"endTime":1925.169,"body":"because you can see the cameras in"},{"speaker":"Sam Robertson","startTime":1921.98,"endTime":1925.169,"body":"a stadium, you can see the devices."},{"speaker":"Sam Robertson","startTime":1925.539,"endTime":1928.63,"body":"So that's a very complex"},{"speaker":"Sam Robertson","startTime":1925.539,"endTime":1928.63,"body":"issue, as we know."},{"speaker":"David Martin","startTime":1929.19,"endTime":1931.705,"body":"There was a"},{"speaker":"David Martin","startTime":1929.19,"endTime":1931.705,"body":"big hoo-ha I believe in F1."},{"speaker":"David Martin","startTime":1932.03,"endTime":1937.54,"body":"For a long time, drivers said there's no"},{"speaker":"David Martin","startTime":1932.03,"endTime":1937.54,"body":"way you're putting a camera in the cockpit"},{"speaker":"David Martin","startTime":1937.61,"endTime":1941.7,"body":"of an F1 driver during competition."},{"speaker":"David Martin","startTime":1941.98,"endTime":1943.97,"body":"You're not getting...You're gonna"},{"speaker":"David Martin","startTime":1941.98,"endTime":1943.97,"body":"see how I shift, you're going to see"},{"speaker":"David Martin","startTime":1943.97,"endTime":1945.76,"body":"where my hands go, there's no way."},{"speaker":"David Martin","startTime":1946.57,"endTime":1949.98,"body":"And they were  like, well, ew're"},{"speaker":"David Martin","startTime":1946.57,"endTime":1949.98,"body":"going to bring this much more"},{"speaker":"David Martin","startTime":1949.98,"endTime":1953.57,"body":"revenue into the sport, and we're"},{"speaker":"David Martin","startTime":1949.98,"endTime":1953.57,"body":"going to bring in this many more"},{"speaker":"David Martin","startTime":1953.58,"endTime":1955.26,"body":"fans, and this many more sponsors."},{"speaker":"David Martin","startTime":1955.45,"endTime":1959.299,"body":"And if you don't want to drive with a"},{"speaker":"David Martin","startTime":1955.45,"endTime":1959.299,"body":"camera in the cockpit, you can go drive"},{"speaker":"David Martin","startTime":1959.299,"endTime":1963.19,"body":"in another league, because in F1 we're"},{"speaker":"David Martin","startTime":1959.299,"endTime":1963.19,"body":"going to have cameras in the cockpit."},{"speaker":"David Martin","startTime":1963.58,"endTime":1965.87,"body":"And all the drivers were like,"},{"speaker":"David Martin","startTime":1963.58,"endTime":1965.87,"body":"well, I never said I wasn't"},{"speaker":"David Martin","startTime":1965.87,"endTime":1966.154,"body":"going to drive without a camera."},{"speaker":"David Martin","startTime":1966.21,"endTime":1968.25,"body":"There are financial incentives."},{"speaker":"David Martin","startTime":1968.52,"endTime":1974.98,"body":"When the sport tech becomes business"},{"speaker":"David Martin","startTime":1968.52,"endTime":1974.98,"body":"tech and entertainment tech, and they"},{"speaker":"David Martin","startTime":1974.98,"endTime":1979.35,"body":"have hybrid roles, there might be a"},{"speaker":"David Martin","startTime":1974.98,"endTime":1979.35,"body":"lot more acceptance to some of the"},{"speaker":"David Martin","startTime":1979.35,"endTime":1980.98,"body":"information and some of the data."},{"speaker":"David Martin","startTime":1981.32,"endTime":1985.46,"body":"There is some really interesting"},{"speaker":"David Martin","startTime":1981.32,"endTime":1985.46,"body":"technologies we haven't talked about"},{"speaker":"David Martin","startTime":1985.46,"endTime":1989.19,"body":"that might be fun in the future,"},{"speaker":"David Martin","startTime":1985.46,"endTime":1989.19,"body":"and that's starting to capitalise"},{"speaker":"David Martin","startTime":1989.25,"endTime":1992.48,"body":"on the human intellect within teams."},{"speaker":"David Martin","startTime":1993.13,"endTime":1995.92,"body":"We all have our brains and we have"},{"speaker":"David Martin","startTime":1993.13,"endTime":1995.92,"body":"our eyes and we have our opinions."},{"speaker":"David Martin","startTime":1995.92,"endTime":2000.8,"body":"This has been done a little bit, but"},{"speaker":"David Martin","startTime":1995.92,"endTime":2000.8,"body":"there's probably a lot more sophisticated"},{"speaker":"David Martin","startTime":2000.8,"endTime":2005.84,"body":"approaches to understanding the wisdom"},{"speaker":"David Martin","startTime":2000.8,"endTime":2005.84,"body":"of the crowd around the athlete,"},{"speaker":"David Martin","startTime":2005.87,"endTime":2008.73,"body":"for things that are really hard to"},{"speaker":"David Martin","startTime":2005.87,"endTime":2008.73,"body":"measure, like, is he tired or not?"},{"speaker":"David Martin","startTime":2009.73,"endTime":2011.33,"body":"Can he do more or should he do less?"},{"speaker":"David Martin","startTime":2011.9,"endTime":2015.55,"body":"Is he contributing to the team or"},{"speaker":"David Martin","startTime":2011.9,"endTime":2015.55,"body":"is he not contributing to the team?"},{"speaker":"David Martin","startTime":2015.82,"endTime":2019.6,"body":"So right now we go after it with"},{"speaker":"David Martin","startTime":2015.82,"endTime":2019.6,"body":"these analytics solutions, but this"},{"speaker":"David Martin","startTime":2019.62,"endTime":2024.31,"body":"professor at UPenn, Damon Centola,"},{"speaker":"David Martin","startTime":2019.62,"endTime":2024.31,"body":"is doing some really fun stuff with"},{"speaker":"David Martin","startTime":2024.59,"endTime":2030.799,"body":"smaller groups and iterative polling to"},{"speaker":"David Martin","startTime":2024.59,"endTime":2030.799,"body":"gain signals on the wisdom of a crowd."},{"speaker":"David Martin","startTime":2030.9,"endTime":2034.219,"body":"So we can just say, how tired"},{"speaker":"David Martin","startTime":2030.9,"endTime":2034.219,"body":"at the end of the day we are."},{"speaker":"David Martin","startTime":2034.219,"endTime":2036.7,"body":"All around these players,"},{"speaker":"David Martin","startTime":2034.219,"endTime":2036.7,"body":"you, me, we all vote."},{"speaker":"David Martin","startTime":2037.13,"endTime":2040.73,"body":"How tired was this athlete,"},{"speaker":"David Martin","startTime":2037.13,"endTime":2040.73,"body":"little Likert scale, we pick it,"},{"speaker":"David Martin","startTime":2040.73,"endTime":2042.47,"body":"but then you don't stop there."},{"speaker":"David Martin","startTime":2042.47,"endTime":2043.553,"body":"What you do is you get a view."},{"speaker":"David Martin","startTime":2043.76,"endTime":2045.11,"body":"I don't know what you said."},{"speaker":"David Martin","startTime":2045.52,"endTime":2046.449,"body":"I know what I said."},{"speaker":"David Martin","startTime":2046.469,"endTime":2050.209,"body":"I don't know your score, but I know"},{"speaker":"David Martin","startTime":2046.469,"endTime":2050.209,"body":"the average of our collective group."},{"speaker":"David Martin","startTime":2050.209,"endTime":2052.65,"body":"And then we can have a little"},{"speaker":"David Martin","startTime":2050.209,"endTime":2052.65,"body":"discussion and we vote again."},{"speaker":"David Martin","startTime":2053.21,"endTime":2054.639,"body":"And then we have a little"},{"speaker":"David Martin","startTime":2053.21,"endTime":2054.639,"body":"discussion and we vote again."},{"speaker":"David Martin","startTime":2054.65,"endTime":2058.81,"body":"Hes shown by the end of three iterative"},{"speaker":"David Martin","startTime":2054.65,"endTime":2058.81,"body":"votes, with even small groups, you"},{"speaker":"David Martin","startTime":2058.81,"endTime":2062.519,"body":"can predict how many jelly beans in"},{"speaker":"David Martin","startTime":2058.81,"endTime":2062.519,"body":"the jar, how many calories in a meal,"},{"speaker":"David Martin","startTime":2062.53,"endTime":2066.73,"body":"what's the price of a car, what's"},{"speaker":"David Martin","startTime":2062.53,"endTime":2066.73,"body":"Google's stock going to be on Friday."},{"speaker":"David Martin","startTime":2066.909,"endTime":2071.179,"body":"What it reminds me is that an"},{"speaker":"David Martin","startTime":2066.909,"endTime":2071.179,"body":"experienced coach, an experienced"},{"speaker":"David Martin","startTime":2071.179,"endTime":2073.527,"body":"support staff member, they have a very"},{"speaker":"David Martin","startTime":2071.179,"endTime":2073.527,"body":"good feel of where the athlete is."},{"speaker":"David Martin","startTime":2074.267,"endTime":2080.899,"body":"And so you can use software"},{"speaker":"David Martin","startTime":2074.267,"endTime":2080.899,"body":"technology and kind of innovative"},{"speaker":"David Martin","startTime":2080.92,"endTime":2087.389,"body":"methodology to potentially gain"},{"speaker":"David Martin","startTime":2080.92,"endTime":2087.389,"body":"insights into questions you would"},{"speaker":"David Martin","startTime":2087.4,"endTime":2089.899,"body":"really struggle with just hard tech."},{"speaker":"David Martin","startTime":2090.699,"endTime":2093.94,"body":"And the other thing is the conversation"},{"speaker":"David Martin","startTime":2090.699,"endTime":2093.94,"body":"becomes real easy because I can say,"},{"speaker":"David Martin","startTime":2093.949,"endTime":2098.4,"body":"Hey Sam, you just finished your workout"},{"speaker":"David Martin","startTime":2093.949,"endTime":2098.4,"body":"today, we all talked about you, that's"},{"speaker":"David Martin","startTime":2098.4,"endTime":2102.58,"body":"how this place works, and your average"},{"speaker":"David Martin","startTime":2098.4,"endTime":2102.58,"body":"score on fatigue was super high."},{"speaker":"David Martin","startTime":2102.98,"endTime":2105.689,"body":"A lot of people think you're"},{"speaker":"David Martin","startTime":2102.98,"endTime":2105.689,"body":"looking really tired right now."},{"speaker":"David Martin","startTime":2105.92,"endTime":2109.94,"body":"Maybe you're not, but I just want you"},{"speaker":"David Martin","startTime":2105.92,"endTime":2109.94,"body":"to know that's how you're coming up."},{"speaker":"David Martin","startTime":2109.96,"endTime":2111.99,"body":"That's how we're all"},{"speaker":"David Martin","startTime":2109.96,"endTime":2111.99,"body":"perceiving you right now."},{"speaker":"David Martin","startTime":2112.09,"endTime":2112.85,"body":"And guess what?"},{"speaker":"David Martin","startTime":2113.2,"endTime":2115.419,"body":"Tired players don't"},{"speaker":"David Martin","startTime":2113.2,"endTime":2115.419,"body":"get a lot of play time."},{"speaker":"David Martin","startTime":2115.469,"endTime":2117.08,"body":"Tired players piss coaches off."},{"speaker":"David Martin","startTime":2117.32,"endTime":2120.809,"body":"Tired players sometimes get confused"},{"speaker":"David Martin","startTime":2117.32,"endTime":2120.809,"body":"as being unmotivated players."},{"speaker":"David Martin","startTime":2120.95,"endTime":2124.449,"body":"So I'm just letting you know, a heads"},{"speaker":"David Martin","startTime":2120.95,"endTime":2124.449,"body":"up, we might have a problem here."},{"speaker":"David Martin","startTime":2124.789,"endTime":2129.785,"body":"So that's just an innovative"},{"speaker":"David Martin","startTime":2124.789,"endTime":2129.785,"body":"twist on not relying on an"},{"speaker":"David Martin","startTime":2129.86,"endTime":2131.399,"body":"accelerometer for everything."},{"speaker":"David Martin","startTime":2131.55,"endTime":2133.84,"body":"There's other signals we can tap into."},{"speaker":"Sam Robertson","startTime":2134.49,"endTime":2138.65,"body":"That leads to all sorts"},{"speaker":"Sam Robertson","startTime":2134.49,"endTime":2138.65,"body":"of great things, which is tying that"},{"speaker":"Sam Robertson","startTime":2138.66,"endTime":2143.5,"body":"subjective wisdom to the individual"},{"speaker":"Sam Robertson","startTime":2138.66,"endTime":2143.5,"body":"models, or mental models, of each of those"},{"speaker":"Sam Robertson","startTime":2143.5,"endTime":2147.7,"body":"raters themselves, the model that the"},{"speaker":"Sam Robertson","startTime":2143.5,"endTime":2147.7,"body":"athlete might have with themselves, of"},{"speaker":"Sam Robertson","startTime":2147.7,"endTime":2149.31,"body":"course validating that against the tech."},{"speaker":"Sam Robertson","startTime":2149.83,"endTime":2153.03,"body":"But it also gets me thinking a little"},{"speaker":"Sam Robertson","startTime":2149.83,"endTime":2153.03,"body":"bit about the question we were focusing"},{"speaker":"Sam Robertson","startTime":2153.03,"endTime":2156.74,"body":"on today, which is moving away from"},{"speaker":"Sam Robertson","startTime":2153.03,"endTime":2156.74,"body":"just looking at tech as a piece of"},{"speaker":"Sam Robertson","startTime":2156.74,"endTime":2160.45,"body":"hardware or software, it has that"},{"speaker":"Sam Robertson","startTime":2156.74,"endTime":2160.45,"body":"model underpinning it there as well, or"},{"speaker":"Sam Robertson","startTime":2160.45,"endTime":2162.85,"body":"it's a methodology even, which is kind"},{"speaker":"Sam Robertson","startTime":2160.45,"endTime":2162.85,"body":"of what you're talking about there."},{"speaker":"Sam Robertson","startTime":2162.9,"endTime":2167.08,"body":"I was also thinking of, I think it"},{"speaker":"Sam Robertson","startTime":2162.9,"endTime":2167.08,"body":"might've been Ray Dalio's dot collector"},{"speaker":"Sam Robertson","startTime":2167.08,"endTime":2170.56,"body":"is something thats similar to that,"},{"speaker":"Sam Robertson","startTime":2167.08,"endTime":2170.56,"body":"which is that wisdom of the masses where"},{"speaker":"Sam Robertson","startTime":2171.02,"endTime":2174.83,"body":"different individuals in an organisation"},{"speaker":"Sam Robertson","startTime":2171.02,"endTime":2174.83,"body":"have different levels of reliability"},{"speaker":"Sam Robertson","startTime":2175.009,"endTime":2179.529,"body":"and validity, which is another take on"},{"speaker":"Sam Robertson","startTime":2175.009,"endTime":2179.529,"body":"what you said, but a dangerous one, a"},{"speaker":"Sam Robertson","startTime":2179.53,"endTime":2181.46,"body":"very dangerous one within organisations."},{"speaker":"David Martin","startTime":2181.62,"endTime":2185.359,"body":"It's like, three"},{"speaker":"David Martin","startTime":2181.62,"endTime":2185.359,"body":"times you've told me what you"},{"speaker":"David Martin","startTime":2185.37,"endTime":2188.59,"body":"think we should do and every time"},{"speaker":"David Martin","startTime":2185.37,"endTime":2188.59,"body":"we did it, it didn't work out."},{"speaker":"David Martin","startTime":2189.0,"endTime":2191.92,"body":"Your value is dropping"},{"speaker":"David Martin","startTime":2189.0,"endTime":2191.92,"body":"in our organisation."},{"speaker":"David Martin","startTime":2192.16,"endTime":2196.86,"body":"It does get back to something we"},{"speaker":"David Martin","startTime":2192.16,"endTime":2196.86,"body":"kind of started with - how important"},{"speaker":"David Martin","startTime":2197.01,"endTime":2204.46,"body":"mentorship and leadership and comradeship"},{"speaker":"David Martin","startTime":2197.01,"endTime":2204.46,"body":"is for this world that we're in."},{"speaker":"David Martin","startTime":2205.07,"endTime":2209.299,"body":"I think a lot of, sports scientists"},{"speaker":"David Martin","startTime":2205.07,"endTime":2209.299,"body":"working in elite sport, trying to"},{"speaker":"David Martin","startTime":2209.299,"endTime":2211.73,"body":"embrace technology, get isolated."},{"speaker":"David Martin","startTime":2211.94,"endTime":2215.16,"body":"It becomes a very isolating experience"},{"speaker":"David Martin","startTime":2211.94,"endTime":2215.16,"body":"and they come under a lot of heat"},{"speaker":"David Martin","startTime":2215.16,"endTime":2216.75,"body":"and they hide behind their laptops."},{"speaker":"David Martin","startTime":2216.75,"endTime":2218.91,"body":"And everybody's like, what"},{"speaker":"David Martin","startTime":2216.75,"endTime":2218.91,"body":"do we got over there, doc?"},{"speaker":"David Martin","startTime":2218.94,"endTime":2219.72,"body":"You're like, sorry, I'm busy."},{"speaker":"David Martin","startTime":2219.72,"endTime":2222.2,"body":"And they're like, don't piss him off,"},{"speaker":"David Martin","startTime":2219.72,"endTime":2222.2,"body":"he's busy, he's working on stuff."},{"speaker":"David Martin","startTime":2222.9,"endTime":2224.899,"body":"But they don't know"},{"speaker":"David Martin","startTime":2222.9,"endTime":2224.899,"body":"what you're working on."},{"speaker":"David Martin","startTime":2224.92,"endTime":2227.779,"body":"They have no idea what you're working on,"},{"speaker":"David Martin","startTime":2224.92,"endTime":2227.779,"body":"you might not know what you're working on!"},{"speaker":"David Martin","startTime":2227.779,"endTime":2233.52,"body":"You know, it's this funny little game"},{"speaker":"David Martin","startTime":2227.779,"endTime":2233.52,"body":"of look at all the technology around"},{"speaker":"David Martin","startTime":2233.52,"endTime":2238.27,"body":"me, look at it, this is an amazing"},{"speaker":"David Martin","startTime":2233.52,"endTime":2238.27,"body":"system and I built it and I run it,"},{"speaker":"David Martin","startTime":2238.88,"endTime":2242.61,"body":"and nobody wants to have those hard"},{"speaker":"David Martin","startTime":2238.88,"endTime":2242.61,"body":"questions like what are we doing here?"},{"speaker":"David Martin","startTime":2242.73,"endTime":2244.66,"body":"You know, what are we doing here?"},{"speaker":"David Martin","startTime":2244.71,"endTime":2246.79,"body":"What are the questions"},{"speaker":"David Martin","startTime":2244.71,"endTime":2246.79,"body":"we're trying to answer?"},{"speaker":"David Martin","startTime":2247.12,"endTime":2249.859,"body":"And how is all this tech"},{"speaker":"David Martin","startTime":2247.12,"endTime":2249.859,"body":"contributing and helping?"},{"speaker":"David Martin","startTime":2250.15,"endTime":2251.98,"body":"I know it costs a lot,"},{"speaker":"David Martin","startTime":2250.15,"endTime":2251.98,"body":"but I'm just saying."},{"speaker":"David Martin","startTime":2251.98,"endTime":2253.71,"body":"Cause you're not doing"},{"speaker":"David Martin","startTime":2251.98,"endTime":2253.71,"body":"any research projects."},{"speaker":"David Martin","startTime":2254.02,"endTime":2258.36,"body":"It's funny, we call it sports science"},{"speaker":"David Martin","startTime":2254.02,"endTime":2258.36,"body":"because the process of scientific"},{"speaker":"David Martin","startTime":2258.36,"endTime":2261.82,"body":"inquiry is up for peer review."},{"speaker":"David Martin","startTime":2261.86,"endTime":2265.319,"body":"That's a massive component of"},{"speaker":"David Martin","startTime":2261.86,"endTime":2265.319,"body":"science and the scientific process."},{"speaker":"David Martin","startTime":2266.06,"endTime":2268.87,"body":"And if you're isolated on your"},{"speaker":"David Martin","startTime":2266.06,"endTime":2268.87,"body":"own collecting massive amounts of"},{"speaker":"David Martin","startTime":2268.92,"endTime":2272.08,"body":"data to give your team competitive"},{"speaker":"David Martin","startTime":2268.92,"endTime":2272.08,"body":"advantage, and there's no one in the"},{"speaker":"David Martin","startTime":2272.08,"endTime":2274.9,"body":"team to question what you're doing or"},{"speaker":"David Martin","startTime":2272.08,"endTime":2274.9,"body":"even understands what you're doing."},{"speaker":"David Martin","startTime":2275.22,"endTime":2279.32,"body":"You don't have peer review, you're in a"},{"speaker":"David Martin","startTime":2275.22,"endTime":2279.32,"body":"little,  isolated juggernaut and you're"},{"speaker":"David Martin","startTime":2279.32,"endTime":2281.71,"body":"just trying to be the Wizard of Oz."},{"speaker":"David Martin","startTime":2281.96,"endTime":2285.12,"body":"And you're just hoping no one pulls"},{"speaker":"David Martin","startTime":2281.96,"endTime":2285.12,"body":"the curtain back and figures you out."},{"speaker":"Sam Robertson","startTime":2285.8,"endTime":2289.12,"body":"As I say regularly"},{"speaker":"Sam Robertson","startTime":2285.8,"endTime":2289.12,"body":"actually, it's generally the only role"},{"speaker":"Sam Robertson","startTime":2289.12,"endTime":2292.5,"body":"in a high performance or professional"},{"speaker":"Sam Robertson","startTime":2289.12,"endTime":2292.5,"body":"sporting club, for example, that"},{"speaker":"Sam Robertson","startTime":2293.12,"endTime":2297.31,"body":"has the term science in the title"},{"speaker":"Sam Robertson","startTime":2293.12,"endTime":2297.31,"body":"of the role, a lot of the time."},{"speaker":"Sam Robertson","startTime":2297.969,"endTime":2300.709,"body":"It is incumbent on them"},{"speaker":"Sam Robertson","startTime":2297.969,"endTime":2300.709,"body":"to lead the way in that."},{"speaker":"Sam Robertson","startTime":2301.259,"endTime":2305.759,"body":"As we've talked about, it's a deep and"},{"speaker":"Sam Robertson","startTime":2301.259,"endTime":2305.759,"body":"complex issue about how we keep up to date"},{"speaker":"Sam Robertson","startTime":2305.76,"endTime":2307.226,"body":"with that and whose responsibility it is."},{"speaker":"Sam Robertson","startTime":2307.226,"endTime":2311.24,"body":"A lot of people that I've heard say"},{"speaker":"Sam Robertson","startTime":2307.226,"endTime":2311.24,"body":"that it's incumbent on universities"},{"speaker":"Sam Robertson","startTime":2311.24,"endTime":2313.52,"body":"to train their undergraduates better."},{"speaker":"Sam Robertson","startTime":2313.52,"endTime":2317.79,"body":"I think that is part of it, but it's"},{"speaker":"Sam Robertson","startTime":2313.52,"endTime":2317.79,"body":"moving too quick even for that, I mean,"},{"speaker":"Sam Robertson","startTime":2317.79,"endTime":2319.91,"body":"universities are not fast moving places."},{"speaker":"Sam Robertson","startTime":2319.91,"endTime":2322.31,"body":"So, it's only part of the puzzle, I think."},{"speaker":"David Martin","startTime":2322.77,"endTime":2323.95,"body":"Yeah, it's true."},{"speaker":"David Martin","startTime":2323.95,"endTime":2323.975,"body":"I hope Australia stays connected."},{"speaker":"David Martin","startTime":2323.98,"endTime":2331.74,"body":"I think that universities, you know,"},{"speaker":"David Martin","startTime":2323.98,"endTime":2331.74,"body":"VU , ACU  Edith Cowan, like there's some"},{"speaker":"David Martin","startTime":2331.74,"endTime":2336.059,"body":"great professors who are maintaining a"},{"speaker":"David Martin","startTime":2331.74,"endTime":2336.059,"body":"critical eye and they're mentoring and"},{"speaker":"David Martin","startTime":2336.07,"endTime":2341.25,"body":"guiding the young emerging scientists"},{"speaker":"David Martin","startTime":2336.07,"endTime":2341.25,"body":"that are finding a lot of enjoyment"},{"speaker":"David Martin","startTime":2341.28,"endTime":2344.54,"body":"working within these elite sport teams."},{"speaker":"David Martin","startTime":2344.58,"endTime":2348.6,"body":"I think in the US I don't"},{"speaker":"David Martin","startTime":2344.58,"endTime":2348.6,"body":"see as much mentorship."},{"speaker":"David Martin","startTime":2348.64,"endTime":2352.22,"body":"I don't see as much, you know,"},{"speaker":"David Martin","startTime":2348.64,"endTime":2352.22,"body":"universities don't really"},{"speaker":"David Martin","startTime":2352.22,"endTime":2353.639,"body":"play in that space as much."},{"speaker":"David Martin","startTime":2353.639,"endTime":2357.57,"body":"So the young strength coach or the young"},{"speaker":"David Martin","startTime":2353.639,"endTime":2357.57,"body":"athletic trainer, or the young sport"},{"speaker":"David Martin","startTime":2357.57,"endTime":2358.97,"body":"scientists, are really left on their own."},{"speaker":"David Martin","startTime":2358.97,"endTime":2360.759,"body":"It's really up to you,"},{"speaker":"David Martin","startTime":2358.97,"endTime":2360.759,"body":"you do it on your own."},{"speaker":"David Martin","startTime":2361.049,"endTime":2364.48,"body":"And then they can't collaborate much"},{"speaker":"David Martin","startTime":2361.049,"endTime":2364.48,"body":"because that would be giving away the team"},{"speaker":"David Martin","startTime":2364.54,"endTime":2367.829,"body":"secrets, and they can't go to conferences"},{"speaker":"David Martin","startTime":2364.54,"endTime":2367.829,"body":"because they're so busy, and they're not"},{"speaker":"David Martin","startTime":2367.849,"endTime":2373.47,"body":"writing papers or reviewing papers because"},{"speaker":"David Martin","startTime":2367.849,"endTime":2373.47,"body":"that's not really their remit anymore."},{"speaker":"David Martin","startTime":2373.48,"endTime":2377.94,"body":"So they become data collectors and"},{"speaker":"David Martin","startTime":2373.48,"endTime":2377.94,"body":"infographics producers, and they"},{"speaker":"David Martin","startTime":2377.96,"endTime":2382.609,"body":"try to have this small fraternity"},{"speaker":"David Martin","startTime":2377.96,"endTime":2382.609,"body":"of athletes and connect with them"},{"speaker":"David Martin","startTime":2382.91,"endTime":2385.26,"body":"in ways that it feels meaningful."},{"speaker":"David Martin","startTime":2385.59,"endTime":2387.39,"body":"So a different game is emerging."},{"speaker":"David Martin","startTime":2387.46,"endTime":2390.709,"body":"It's not, like you said, how"},{"speaker":"David Martin","startTime":2387.46,"endTime":2390.709,"body":"did I start with science?"},{"speaker":"David Martin","startTime":2390.709,"endTime":2392.31,"body":"It was nothing like that."},{"speaker":"David Martin","startTime":2392.41,"endTime":2394.919,"body":"It's morphed into something"},{"speaker":"David Martin","startTime":2392.41,"endTime":2394.919,"body":"that's completely different"},{"speaker":"David Martin","startTime":2395.16,"endTime":2396.46,"body":"to what I started out in."},{"speaker":"Sam Robertson","startTime":2396.92,"endTime":2399.29,"body":"That's happened"},{"speaker":"Sam Robertson","startTime":2396.92,"endTime":2399.29,"body":"very quickly and it's worth pausing"},{"speaker":"Sam Robertson","startTime":2399.29,"endTime":2400.839,"body":"and considering all of that."},{"speaker":"Sam Robertson","startTime":2400.89,"endTime":2401.67,"body":"I must let you go."},{"speaker":"Sam Robertson","startTime":2401.83,"endTime":2404.07,"body":"It's been a pleasure to"},{"speaker":"Sam Robertson","startTime":2401.83,"endTime":2404.07,"body":"talk to you about this."},{"speaker":"Sam Robertson","startTime":2404.07,"endTime":2407.479,"body":"I'm not sure we've solved everything, but"},{"speaker":"Sam Robertson","startTime":2404.07,"endTime":2407.479,"body":"I think we've provided a few good ideas"},{"speaker":"Sam Robertson","startTime":2407.48,"endTime":2409.47,"body":"and potential ways forward for the future."},{"speaker":"Sam Robertson","startTime":2409.47,"endTime":2411.729,"body":"So, David, thank you"},{"speaker":"Sam Robertson","startTime":2409.47,"endTime":2411.729,"body":"so much for joining us."},{"speaker":"David Martin","startTime":2412.0,"endTime":2412.68,"body":"Thank you, Sam."},{"speaker":"David Martin","startTime":2413.139,"endTime":2414.859,"body":"Always fun to hear your perspective."},{"speaker":"David Martin","startTime":2414.86,"endTime":2415.16,"body":"Love it."},{"speaker":"Sam Robertson","startTime":2420.58,"endTime":2421.6,"body":"Our next guest is Dr."},{"speaker":"Sam Robertson","startTime":2421.6,"endTime":2422.45,"body":"Darren Burgess."},{"speaker":"Sam Robertson","startTime":2423.15,"endTime":2426.31,"body":"Darren is currently the High-Performance"},{"speaker":"Sam Robertson","startTime":2423.15,"endTime":2426.31,"body":"manager at Melbourne football club"},{"speaker":"Sam Robertson","startTime":2426.36,"endTime":2427.74,"body":"in the Australian football league."},{"speaker":"Sam Robertson","startTime":2428.42,"endTime":2431.4,"body":"Prior to this, he was a Director of"},{"speaker":"Sam Robertson","startTime":2428.42,"endTime":2431.4,"body":"High Performance at Arsenal Football"},{"speaker":"Sam Robertson","startTime":2431.4,"endTime":2435.2,"body":"Club, and he's also held roles as"},{"speaker":"Sam Robertson","startTime":2431.4,"endTime":2435.2,"body":"a High Performance Manager at Port"},{"speaker":"Sam Robertson","startTime":2435.21,"endTime":2438.77,"body":"Adelaide Football Club, Head of"},{"speaker":"Sam Robertson","startTime":2435.21,"endTime":2438.77,"body":"Sports Science for Football Federation"},{"speaker":"Sam Robertson","startTime":2438.77,"endTime":2442.99,"body":"Australia, and Head of fitness and"},{"speaker":"Sam Robertson","startTime":2438.77,"endTime":2442.99,"body":"Conditioning at Liverpool Football Club."},{"speaker":"Sam Robertson","startTime":2443.719,"endTime":2447.0,"body":"Darren has also worked as a lecturer"},{"speaker":"Sam Robertson","startTime":2443.719,"endTime":2447.0,"body":"in exercise science at Australian"},{"speaker":"Sam Robertson","startTime":2447.0,"endTime":2451.11,"body":"Catholic University Sydney, and"},{"speaker":"Sam Robertson","startTime":2447.0,"endTime":2451.11,"body":"completed his PhD in the movement"},{"speaker":"Sam Robertson","startTime":2451.11,"endTime":2455.33,"body":"analysis of AFL and soccer in 2012."},{"speaker":"Sam Robertson","startTime":2456.13,"endTime":2457.87,"body":"Darren, thanks so much for"},{"speaker":"Sam Robertson","startTime":2456.13,"endTime":2457.87,"body":"joining me on the show."},{"speaker":"Darren Burgess","startTime":2458.29,"endTime":2458.86,"body":"Pleasure, Sam."},{"speaker":"Darren Burgess","startTime":2458.86,"endTime":2459.58,"body":"Thanks for having me."},{"speaker":"Sam Robertson","startTime":2460.049,"endTime":2462.719,"body":"Now to kick things"},{"speaker":"Sam Robertson","startTime":2460.049,"endTime":2462.719,"body":"off and before we start to talk a"},{"speaker":"Sam Robertson","startTime":2462.719,"endTime":2466.84,"body":"little bit about where you might"},{"speaker":"Sam Robertson","startTime":2462.719,"endTime":2466.84,"body":"like to see technology head in your"},{"speaker":"Sam Robertson","startTime":2467.02,"endTime":2470.4,"body":"particular sports, perhaps we can set"},{"speaker":"Sam Robertson","startTime":2467.02,"endTime":2470.4,"body":"the scene a little bit by discussing"},{"speaker":"Sam Robertson","startTime":2470.4,"endTime":2472.56,"body":"some of your many experiences to date."},{"speaker":"Sam Robertson","startTime":2473.03,"endTime":2477.85,"body":"A few things in particular come to"},{"speaker":"Sam Robertson","startTime":2473.03,"endTime":2477.85,"body":"mind, the first being how your use as"},{"speaker":"Sam Robertson","startTime":2477.85,"endTime":2479.96,"body":"a practitioner has changed over time."},{"speaker":"Sam Robertson","startTime":2480.0,"endTime":2483.9,"body":"And I don't mean just wearable devices"},{"speaker":"Sam Robertson","startTime":2480.0,"endTime":2483.9,"body":"and these types of technologies that"},{"speaker":"Sam Robertson","startTime":2483.949,"endTime":2487.71,"body":"often come to mind first, but all"},{"speaker":"Sam Robertson","startTime":2483.949,"endTime":2487.71,"body":"sorts of types, from computers to"},{"speaker":"Sam Robertson","startTime":2487.71,"endTime":2489.43,"body":"full blown virtual reality setups."},{"speaker":"Darren Burgess","startTime":2489.87,"endTime":2493.359,"body":"My initial exposure"},{"speaker":"Darren Burgess","startTime":2489.87,"endTime":2493.359,"body":"to technology was using the old"},{"speaker":"Darren Burgess","startTime":2493.36,"endTime":2497.94,"body":"track performance software Neil"},{"speaker":"Darren Burgess","startTime":2493.36,"endTime":2497.94,"body":"Craig and Kevin Norton brought in."},{"speaker":"Darren Burgess","startTime":2497.94,"endTime":2500.659,"body":"So I did over a thousand tracks."},{"speaker":"Darren Burgess","startTime":2500.859,"endTime":2504.73,"body":"So the listeners might not be aware of"},{"speaker":"Darren Burgess","startTime":2500.859,"endTime":2504.73,"body":"what that looks like, but it's a big"},{"speaker":"Darren Burgess","startTime":2505.3,"endTime":2509.6,"body":"drawing tablet and a scaled version"},{"speaker":"Darren Burgess","startTime":2505.3,"endTime":2509.6,"body":"of the oval that you're about to track"},{"speaker":"Darren Burgess","startTime":2509.66,"endTime":2512.85,"body":"the player on and you've got a graphic"},{"speaker":"Darren Burgess","startTime":2509.66,"endTime":2512.85,"body":"design pen and you're basically following"},{"speaker":"Darren Burgess","startTime":2512.85,"endTime":2515.933,"body":"the player from an elevated position."},{"speaker":"Darren Burgess","startTime":2515.933,"endTime":2517.96,"body":"It takes about 100 tracks to"},{"speaker":"Darren Burgess","startTime":2515.933,"endTime":2517.96,"body":"get your reliability down."},{"speaker":"Darren Burgess","startTime":2518.58,"endTime":2522.82,"body":"What I enjoyed about that process is"},{"speaker":"Darren Burgess","startTime":2518.58,"endTime":2522.82,"body":"it really did give me some perspective"},{"speaker":"Darren Burgess","startTime":2522.88,"endTime":2528.979,"body":"on the limitations a lot in technology"},{"speaker":"Darren Burgess","startTime":2522.88,"endTime":2528.979,"body":"because the reliability and the validity"},{"speaker":"Darren Burgess","startTime":2528.98,"endTime":2534.27,"body":"wasn't perfect, the reliability in the"},{"speaker":"Darren Burgess","startTime":2528.98,"endTime":2534.27,"body":"end got okay, it was acceptable at least."},{"speaker":"Darren Burgess","startTime":2534.99,"endTime":2536.83,"body":"I did become a bit obsessed with the data."},{"speaker":"Darren Burgess","startTime":2536.98,"endTime":2540.73,"body":"I did start thinking that, you know, this"},{"speaker":"Darren Burgess","startTime":2536.98,"endTime":2540.73,"body":"player is no good because he doesn't run."},{"speaker":"Darren Burgess","startTime":2541.62,"endTime":2545.62,"body":"So the technology put a different"},{"speaker":"Darren Burgess","startTime":2541.62,"endTime":2545.62,"body":"lens on what I would normally think"},{"speaker":"Darren Burgess","startTime":2546.3,"endTime":2550.3,"body":"because I sort of was blinded a bit"},{"speaker":"Darren Burgess","startTime":2546.3,"endTime":2550.3,"body":"to the technical side of things and we"},{"speaker":"Darren Burgess","startTime":2550.37,"endTime":2554.769,"body":"just became sort of obsessed with the"},{"speaker":"Darren Burgess","startTime":2550.37,"endTime":2554.769,"body":"physical side of things in the data."},{"speaker":"Darren Burgess","startTime":2554.969,"endTime":2558.29,"body":"So that probably continued in my"},{"speaker":"Darren Burgess","startTime":2554.969,"endTime":2558.29,"body":"early career as one of the early"},{"speaker":"Darren Burgess","startTime":2558.29,"endTime":2562.08,"body":"adopters of GPS units in 2004."},{"speaker":"Darren Burgess","startTime":2562.95,"endTime":2565.85,"body":"When that first sort of came out"},{"speaker":"Darren Burgess","startTime":2562.95,"endTime":2565.85,"body":"you had to take them out of the bra"},{"speaker":"Darren Burgess","startTime":2565.88,"endTime":2568.93,"body":"to have a look at the distance on"},{"speaker":"Darren Burgess","startTime":2565.88,"endTime":2568.93,"body":"them and put them back in again."},{"speaker":"Darren Burgess","startTime":2568.95,"endTime":2569.72,"body":"So it was a bit different."},{"speaker":"Darren Burgess","startTime":2570.499,"endTime":2575.839,"body":"And again, that combined with me learning"},{"speaker":"Darren Burgess","startTime":2570.499,"endTime":2575.839,"body":"some spreadsheet skills, I thought"},{"speaker":"Darren Burgess","startTime":2576.12,"endTime":2582.47,"body":"I'd cured cancer and just thought"},{"speaker":"Darren Burgess","startTime":2576.12,"endTime":2582.47,"body":"that I was able to predict injuries,"},{"speaker":"Darren Burgess","startTime":2582.54,"endTime":2585.55,"body":"to show coaches the best graphs ever."},{"speaker":"Darren Burgess","startTime":2586.96,"endTime":2591.09,"body":"So I really did probably go wayward"},{"speaker":"Darren Burgess","startTime":2586.96,"endTime":2591.09,"body":"there for a bit in my early career"},{"speaker":"Darren Burgess","startTime":2591.09,"endTime":2595.13,"body":"with Port Adelaide where I was a bit"},{"speaker":"Darren Burgess","startTime":2591.09,"endTime":2595.13,"body":"obsessed with the data in 2004 and"},{"speaker":"Darren Burgess","startTime":2595.16,"endTime":2599.73,"body":"2005 and even with the Swans before"},{"speaker":"Darren Burgess","startTime":2595.16,"endTime":2599.73,"body":"that in the late 90s and early 2000s."},{"speaker":"Darren Burgess","startTime":2599.75,"endTime":2604.649,"body":"So yeah, that was probably my early"},{"speaker":"Darren Burgess","startTime":2599.75,"endTime":2604.649,"body":"exposure to technology through"},{"speaker":"Darren Burgess","startTime":2604.649,"endTime":2608.52,"body":"my PhD, which was looking at"},{"speaker":"Darren Burgess","startTime":2604.649,"endTime":2608.52,"body":"the application of technology to"},{"speaker":"Darren Burgess","startTime":2608.6,"endTime":2610.359,"body":"talent development in team sports."},{"speaker":"Darren Burgess","startTime":2610.369,"endTime":2614.87,"body":"I think I became a bit more balanced"},{"speaker":"Darren Burgess","startTime":2610.369,"endTime":2614.87,"body":"and that was a great experience for me,"},{"speaker":"Darren Burgess","startTime":2614.9,"endTime":2618.71,"body":"trawling through the information and"},{"speaker":"Darren Burgess","startTime":2614.9,"endTime":2618.71,"body":"trying to predict things like career"},{"speaker":"Darren Burgess","startTime":2618.85,"endTime":2623.9,"body":"success in AFL based on technology"},{"speaker":"Darren Burgess","startTime":2618.85,"endTime":2623.9,"body":"in games plus draft combine, which"},{"speaker":"Darren Burgess","startTime":2623.9,"endTime":2628.079,"body":"is again, using technology to assess"},{"speaker":"Darren Burgess","startTime":2623.9,"endTime":2628.079,"body":"athletes - realising the futility of it."},{"speaker":"Darren Burgess","startTime":2628.4,"endTime":2634.21,"body":"It probably  gave me a nice perspective"},{"speaker":"Darren Burgess","startTime":2628.4,"endTime":2634.21,"body":"on exactly what matters in performance"},{"speaker":"Darren Burgess","startTime":2634.32,"endTime":2636.58,"body":"and talent ID and what doesn't."},{"speaker":"Darren Burgess","startTime":2636.62,"endTime":2641.85,"body":"So moving into where I was involved in"},{"speaker":"Darren Burgess","startTime":2636.62,"endTime":2641.85,"body":"some more wealthier clubs in Liverpool"},{"speaker":"Darren Burgess","startTime":2641.85,"endTime":2646.009,"body":"and Arsenal and we had things like"},{"speaker":"Darren Burgess","startTime":2641.85,"endTime":2646.009,"body":"virtual reality and the virtual reality"},{"speaker":"Darren Burgess","startTime":2646.009,"endTime":2650.7,"body":"set up that we had at Arsenal, for"},{"speaker":"Darren Burgess","startTime":2646.009,"endTime":2650.7,"body":"example, allowed us to put a game into"},{"speaker":"Darren Burgess","startTime":2650.7,"endTime":2656.06,"body":"the system and players to be whichever"},{"speaker":"Darren Burgess","startTime":2650.7,"endTime":2656.06,"body":"player they wanted to be during that game."},{"speaker":"Darren Burgess","startTime":2656.06,"endTime":2659.969,"body":"So we might play Liverpool at the"},{"speaker":"Darren Burgess","startTime":2656.06,"endTime":2659.969,"body":"Emirates on a Tuesday night, on"},{"speaker":"Darren Burgess","startTime":2659.993,"endTime":2662.855,"body":"Wednesday morning I could have an"},{"speaker":"Darren Burgess","startTime":2659.993,"endTime":2662.855,"body":"injured or a young player be Mesut"},{"speaker":"Darren Burgess","startTime":2662.86,"endTime":2665.049,"body":"Ozil for the game and see what he sees."},{"speaker":"Darren Burgess","startTime":2665.24,"endTime":2669.85,"body":"And whilst that sounds great, the"},{"speaker":"Darren Burgess","startTime":2665.24,"endTime":2669.85,"body":"uptake for the expense was poor"},{"speaker":"Darren Burgess","startTime":2670.06,"endTime":2672.63,"body":"and the graphics were so poor."},{"speaker":"Darren Burgess","startTime":2673.08,"endTime":2676.9,"body":"On tours, you'd show people and they go,"},{"speaker":"Darren Burgess","startTime":2673.08,"endTime":2676.9,"body":"oh, that's amazing, that's incredible."},{"speaker":"Darren Burgess","startTime":2676.95,"endTime":2681.43,"body":"But I've probably learned to really"},{"speaker":"Darren Burgess","startTime":2676.95,"endTime":2681.43,"body":"have a balance on what technology I"},{"speaker":"Darren Burgess","startTime":2681.43,"endTime":2684.74,"body":"trust and believe in and think can"},{"speaker":"Darren Burgess","startTime":2681.43,"endTime":2684.74,"body":"help through trial, and error and"},{"speaker":"Darren Burgess","startTime":2684.77,"endTime":2689.37,"body":"significant trial and error, to those"},{"speaker":"Darren Burgess","startTime":2684.77,"endTime":2689.37,"body":"that I've just learned to sort of let go."},{"speaker":"Darren Burgess","startTime":2689.37,"endTime":2693.729,"body":"And even if the Joneses have got it, not"},{"speaker":"Darren Burgess","startTime":2689.37,"endTime":2693.729,"body":"so much worry about what other people"},{"speaker":"Darren Burgess","startTime":2693.729,"endTime":2697.759,"body":"have got or what my players think - oh"},{"speaker":"Darren Burgess","startTime":2693.729,"endTime":2697.759,"body":"but Collingwood have got this or Essendon"},{"speaker":"Darren Burgess","startTime":2697.759,"endTime":2701.23,"body":"have got this - learn to trust my own"},{"speaker":"Darren Burgess","startTime":2697.759,"endTime":2701.23,"body":"judgment and keep it simple, I guess."},{"speaker":"Sam Robertson","startTime":2701.7,"endTime":2704.71,"body":"It's funny, you mentioned"},{"speaker":"Sam Robertson","startTime":2701.7,"endTime":2704.71,"body":"those old GPS units, my little fellow"},{"speaker":"Sam Robertson","startTime":2704.74,"endTime":2708.259,"body":"found one in my office the other day"},{"speaker":"Sam Robertson","startTime":2704.74,"endTime":2708.259,"body":"and it's still got the screen on it."},{"speaker":"Sam Robertson","startTime":2708.259,"endTime":2709.72,"body":"And it's not that long ago, is it?"},{"speaker":"Sam Robertson","startTime":2710.2,"endTime":2713.799,"body":"It has come a long way as one piece of"},{"speaker":"Sam Robertson","startTime":2710.2,"endTime":2713.799,"body":"technology,  as have some of the other"},{"speaker":"Sam Robertson","startTime":2713.799,"endTime":2716.939,"body":"things you've mentioned, virtual reality"},{"speaker":"Sam Robertson","startTime":2713.799,"endTime":2716.939,"body":"and computing, and just in general."},{"speaker":"Sam Robertson","startTime":2717.539,"endTime":2721.069,"body":"The first example you gave then, there's"},{"speaker":"Sam Robertson","startTime":2717.539,"endTime":2721.069,"body":"a lot to do with the time investment"},{"speaker":"Sam Robertson","startTime":2721.07,"endTime":2722.31,"body":"that you put into that as well."},{"speaker":"Sam Robertson","startTime":2722.31,"endTime":2724.766,"body":"I mean, no doubt you've become"},{"speaker":"Sam Robertson","startTime":2722.31,"endTime":2724.766,"body":"more experienced over your career"},{"speaker":"Sam Robertson","startTime":2724.766,"endTime":2727.75,"body":"and you've probably learned to"},{"speaker":"Sam Robertson","startTime":2724.766,"endTime":2727.75,"body":"be...like a lot of people that come"},{"speaker":"Sam Robertson","startTime":2727.75,"endTime":2732.29,"body":"from physical performance, they get"},{"speaker":"Sam Robertson","startTime":2727.75,"endTime":2732.29,"body":"more perspective as they go through"},{"speaker":"Sam Robertson","startTime":2732.3,"endTime":2734.589,"body":"their careers, they realise it's"},{"speaker":"Sam Robertson","startTime":2732.3,"endTime":2734.589,"body":"not just about running further - at"},{"speaker":"Sam Robertson","startTime":2734.59,"endTime":2736.74,"body":"least not in team sports anyway."},{"speaker":"Sam Robertson","startTime":2737.16,"endTime":2740.259,"body":"Because things were so manual, you"},{"speaker":"Sam Robertson","startTime":2737.16,"endTime":2740.259,"body":"almost felt like you were investing so"},{"speaker":"Sam Robertson","startTime":2740.26,"endTime":2744.25,"body":"much time that it had to be important"},{"speaker":"Sam Robertson","startTime":2740.26,"endTime":2744.25,"body":"and otherwise it wasn't worth your time."},{"speaker":"Sam Robertson","startTime":2744.54,"endTime":2747.399,"body":"I think there's a part of that"},{"speaker":"Sam Robertson","startTime":2744.54,"endTime":2747.399,"body":"with it as well, isn't there?"},{"speaker":"Darren Burgess","startTime":2747.399,"endTime":2748.65,"body":"People always ask,"},{"speaker":"Darren Burgess","startTime":2747.399,"endTime":2748.65,"body":"well how can I get in the industry?"},{"speaker":"Darren Burgess","startTime":2748.679,"endTime":2749.29,"body":"How can I get better?"},{"speaker":"Darren Burgess","startTime":2749.29,"endTime":2750.71,"body":"What courses can I do to learn?"},{"speaker":"Darren Burgess","startTime":2750.71,"endTime":2757.8,"body":"Well get hold of a truckload of, in this"},{"speaker":"Darren Burgess","startTime":2750.71,"endTime":2757.8,"body":"case we're talking about GPS data and the"},{"speaker":"Darren Burgess","startTime":2757.8,"endTime":2762.88,"body":"vision that's associated with that data"},{"speaker":"Darren Burgess","startTime":2757.8,"endTime":2762.88,"body":"and the outcome, and start to understand"},{"speaker":"Darren Burgess","startTime":2762.88,"endTime":2767.929,"body":"what movement elicits what objective"},{"speaker":"Darren Burgess","startTime":2762.88,"endTime":2767.929,"body":"information, heart rate, GPS, and just"},{"speaker":"Darren Burgess","startTime":2767.95,"endTime":2770.35,"body":"understand their impact on performance."},{"speaker":"Darren Burgess","startTime":2771.09,"endTime":2775.32,"body":"Every time I get frustrated at those hours"},{"speaker":"Darren Burgess","startTime":2771.09,"endTime":2775.32,"body":"spent in front of an Excel spreadsheet,"},{"speaker":"Darren Burgess","startTime":2775.38,"endTime":2781.14,"body":"trying to delineate between midfielders"},{"speaker":"Darren Burgess","startTime":2775.38,"endTime":2781.14,"body":"who'd run a thousand meters between 15"},{"speaker":"Darren Burgess","startTime":2781.14,"endTime":2785.49,"body":"and 17 kilometers an hour using a one"},{"speaker":"Darren Burgess","startTime":2781.14,"endTime":2785.49,"body":"hertz system, and those who hadn't,"},{"speaker":"Darren Burgess","startTime":2786.08,"endTime":2787.69,"body":"thinking what a waste of time that was."},{"speaker":"Darren Burgess","startTime":2787.69,"endTime":2791.109,"body":"But I've no doubt that it"},{"speaker":"Darren Burgess","startTime":2787.69,"endTime":2791.109,"body":"was subconsciously, or even"},{"speaker":"Darren Burgess","startTime":2791.35,"endTime":2794.41,"body":"somewhat consciously, helping me"},{"speaker":"Darren Burgess","startTime":2791.35,"endTime":2794.41,"body":"understand movement a bit more,"},{"speaker":"Darren Burgess","startTime":2794.41,"endTime":2796.865,"body":"understand what impacts success"},{"speaker":"Darren Burgess","startTime":2794.41,"endTime":2796.865,"body":"and what impacts performance and"},{"speaker":"Darren Burgess","startTime":2796.94,"endTime":2797.99,"body":"what matters and what doesn't."},{"speaker":"Darren Burgess","startTime":2798.04,"endTime":2801.93,"body":"So, I worry for people who sit in front"},{"speaker":"Darren Burgess","startTime":2798.04,"endTime":2801.93,"body":"of a computer and don't go out and"},{"speaker":"Darren Burgess","startTime":2801.93,"endTime":2804.49,"body":"watch training and be exposed to that."},{"speaker":"Darren Burgess","startTime":2804.67,"endTime":2807.9,"body":"I'm sure, listening to your"},{"speaker":"Darren Burgess","startTime":2804.67,"endTime":2807.9,"body":"podcast, some pretty experienced"},{"speaker":"Darren Burgess","startTime":2807.9,"endTime":2809.3,"body":"campaigners have said similar things."},{"speaker":"Sam Robertson","startTime":2809.84,"endTime":2813.01,"body":"Yeah and you just got"},{"speaker":"Sam Robertson","startTime":2809.84,"endTime":2813.01,"body":"me thinking then with the one Hertz"},{"speaker":"Sam Robertson","startTime":2813.02,"endTime":2817.09,"body":"GPS, as an example of where we've"},{"speaker":"Sam Robertson","startTime":2813.02,"endTime":2817.09,"body":"come to now, I wonder what we're"},{"speaker":"Sam Robertson","startTime":2817.09,"endTime":2819.16,"body":"using now that's analogous to that."},{"speaker":"Sam Robertson","startTime":2819.86,"endTime":2821.911,"body":"What other pieces of technology"},{"speaker":"Sam Robertson","startTime":2819.86,"endTime":2821.911,"body":"we're using, which are going"},{"speaker":"Sam Robertson","startTime":2821.911,"endTime":2822.895,"body":"to be in a similar boat?"},{"speaker":"Sam Robertson","startTime":2823.16,"endTime":2828.35,"body":"We might sit here in 10-15 years' time and"},{"speaker":"Sam Robertson","startTime":2823.16,"endTime":2828.35,"body":"be laughing at how poor that was as well."},{"speaker":"Sam Robertson","startTime":2828.42,"endTime":2831.41,"body":"I'm trying to rack my brain, but I'm sure"},{"speaker":"Sam Robertson","startTime":2828.42,"endTime":2831.41,"body":"there's a couple of things that are there."},{"speaker":"Sam Robertson","startTime":2831.52,"endTime":2833.4,"body":"Maybe we, if we think of them,"},{"speaker":"Sam Robertson","startTime":2831.52,"endTime":2833.4,"body":"we can come back to them."},{"speaker":"Sam Robertson","startTime":2834.639,"endTime":2837.84,"body":"Picking up also on what you"},{"speaker":"Sam Robertson","startTime":2834.639,"endTime":2837.84,"body":"mentioned around virtual reality."},{"speaker":"Sam Robertson","startTime":2837.84,"endTime":2841.279,"body":"I think that's just one example, but"},{"speaker":"Sam Robertson","startTime":2837.84,"endTime":2841.279,"body":"what that reminded me of there is,"},{"speaker":"Sam Robertson","startTime":2841.339,"endTime":2844.299,"body":"and I think you even said it, kind of"},{"speaker":"Sam Robertson","startTime":2841.339,"endTime":2844.299,"body":"keeping up with the Joneses or fear"},{"speaker":"Sam Robertson","startTime":2844.299,"endTime":2848.47,"body":"of missing out if we don't stay up to"},{"speaker":"Sam Robertson","startTime":2844.299,"endTime":2848.47,"body":"date with the latest and greatest gear."},{"speaker":"Sam Robertson","startTime":2848.47,"endTime":2851.93,"body":"I'm not picking on that"},{"speaker":"Sam Robertson","startTime":2848.47,"endTime":2851.93,"body":"particular area as one, because"},{"speaker":"Sam Robertson","startTime":2851.93,"endTime":2853.34,"body":"I think there is merit in that."},{"speaker":"Sam Robertson","startTime":2853.389,"endTime":2855.974,"body":"You've worked in mainly Australian"},{"speaker":"Sam Robertson","startTime":2853.389,"endTime":2855.974,"body":"football and football , those"},{"speaker":"Sam Robertson","startTime":2855.974,"endTime":2859.8,"body":"being your two big sports, are"},{"speaker":"Sam Robertson","startTime":2855.974,"endTime":2859.8,"body":"there differences across those?"},{"speaker":"Sam Robertson","startTime":2859.87,"endTime":2864.04,"body":"You obviously mentioned some are more"},{"speaker":"Sam Robertson","startTime":2859.87,"endTime":2864.04,"body":"resource rich or resource heavy than"},{"speaker":"Sam Robertson","startTime":2864.04,"endTime":2868.19,"body":"others, not so much in what they take"},{"speaker":"Sam Robertson","startTime":2864.04,"endTime":2868.19,"body":"up, but just their approach to it."},{"speaker":"Sam Robertson","startTime":2868.21,"endTime":2869.23,"body":"Or is it across the board?"},{"speaker":"Sam Robertson","startTime":2869.23,"endTime":2871.619,"body":"Everyone's just really trying to"},{"speaker":"Sam Robertson","startTime":2869.23,"endTime":2871.619,"body":"keep up with the Joneses rather than"},{"speaker":"Sam Robertson","startTime":2871.63,"endTime":2873.349,"body":"dictate where the tech goes itself."},{"speaker":"Sam Robertson","startTime":2873.52,"endTime":2876.08,"body":"And is that even the role"},{"speaker":"Sam Robertson","startTime":2873.52,"endTime":2876.08,"body":"of clubs and organisations?"},{"speaker":"Darren Burgess","startTime":2876.29,"endTime":2879.049,"body":"As a philosophy, if"},{"speaker":"Darren Burgess","startTime":2876.29,"endTime":2879.049,"body":"I compare the resources that I had"},{"speaker":"Darren Burgess","startTime":2879.049,"endTime":2885.519,"body":"available at say Arsenal, to the early"},{"speaker":"Darren Burgess","startTime":2879.049,"endTime":2885.519,"body":"resources at Port Adelaide in 2013."},{"speaker":"Darren Burgess","startTime":2885.659,"endTime":2892.509,"body":"We had 20 GPS for 45 players at"},{"speaker":"Darren Burgess","startTime":2885.659,"endTime":2892.509,"body":"Port Adelaide, no assessment of"},{"speaker":"Darren Burgess","startTime":2892.589,"endTime":2895.339,"body":"force production in terms of a"},{"speaker":"Darren Burgess","startTime":2892.589,"endTime":2895.339,"body":"force plate or anything like that."},{"speaker":"Darren Burgess","startTime":2896.209,"endTime":2899.37,"body":"When I moved there from Liverpool, they"},{"speaker":"Darren Burgess","startTime":2896.209,"endTime":2899.37,"body":"said, okay, what technology do you want?"},{"speaker":"Darren Burgess","startTime":2899.37,"endTime":2904.25,"body":"I said, No, I just want the ability"},{"speaker":"Darren Burgess","startTime":2899.37,"endTime":2904.25,"body":"to choose my own strength coach and I"},{"speaker":"Darren Burgess","startTime":2904.25,"endTime":2909.22,"body":"want to bring a GPS system from the UK"},{"speaker":"Darren Burgess","startTime":2904.25,"endTime":2909.22,"body":"because I could get one for every player."},{"speaker":"Darren Burgess","startTime":2909.22,"endTime":2910.52,"body":"I thought that was pretty important."},{"speaker":"Darren Burgess","startTime":2911.4,"endTime":2915.63,"body":"And what we did is invested in people"},{"speaker":"Darren Burgess","startTime":2911.4,"endTime":2915.63,"body":"and a philosophy and because we had"},{"speaker":"Darren Burgess","startTime":2915.63,"endTime":2922.99,"body":"limited people, each one of those staff"},{"speaker":"Darren Burgess","startTime":2915.63,"endTime":2922.99,"body":"members then has also a limited, sort"},{"speaker":"Darren Burgess","startTime":2922.99,"endTime":2925.49,"body":"of, scope to introduce new technology."},{"speaker":"Darren Burgess","startTime":2926.78,"endTime":2931.67,"body":"So if we go to Arsenal, and there were"},{"speaker":"Darren Burgess","startTime":2926.78,"endTime":2931.67,"body":"17 full-time employees for the first"},{"speaker":"Darren Burgess","startTime":2931.67,"endTime":2936.412,"body":"team of which there's only 25 or 26"},{"speaker":"Darren Burgess","startTime":2931.67,"endTime":2936.412,"body":"players, and so each one of those people"},{"speaker":"Darren Burgess","startTime":2936.412,"endTime":2942.08,"body":"then says, well, in my area I need a"},{"speaker":"Darren Burgess","startTime":2936.412,"endTime":2942.08,"body":"bone stimulator, in my area I need DEXA,"},{"speaker":"Darren Burgess","startTime":2942.099,"endTime":2945.639,"body":"in my area I need a 3D analysis tool."},{"speaker":"Darren Burgess","startTime":2946.3,"endTime":2948.979,"body":"So each one of those thinks well"},{"speaker":"Darren Burgess","startTime":2946.3,"endTime":2948.979,"body":"I'm only bringing in one piece of"},{"speaker":"Darren Burgess","startTime":2949.059,"endTime":2951.73,"body":"technology, but then it just grew."},{"speaker":"Darren Burgess","startTime":2951.82,"endTime":2953.841,"body":"And it was extraordinary some of"},{"speaker":"Darren Burgess","startTime":2951.82,"endTime":2953.841,"body":"the things that we had there that"},{"speaker":"Darren Burgess","startTime":2953.841,"endTime":2959.06,"body":"were just collecting dust, or were"},{"speaker":"Darren Burgess","startTime":2953.841,"endTime":2959.06,"body":"poorly used or not assessed properly."},{"speaker":"Darren Burgess","startTime":2960.679,"endTime":2964.13,"body":"I think that's one of the real"},{"speaker":"Darren Burgess","startTime":2960.679,"endTime":2964.13,"body":"issues with keeping up with the"},{"speaker":"Darren Burgess","startTime":2964.13,"endTime":2966.26,"body":"Joneses and growing the department."},{"speaker":"Darren Burgess","startTime":2966.9,"endTime":2969.309,"body":"Over there it's a competitive"},{"speaker":"Darren Burgess","startTime":2966.9,"endTime":2969.309,"body":"advantage because you're recruiting"},{"speaker":"Darren Burgess","startTime":2969.309,"endTime":2972.25,"body":"players and they see Tottenham in the"},{"speaker":"Darren Burgess","startTime":2969.309,"endTime":2972.25,"body":"morning and Arsenal in the afternoon."},{"speaker":"Darren Burgess","startTime":2972.86,"endTime":2977.459,"body":"But undoubtedly we were more successful"},{"speaker":"Darren Burgess","startTime":2972.86,"endTime":2977.459,"body":"relatively, and probably absolutely, at"},{"speaker":"Darren Burgess","startTime":2977.91,"endTime":2982.88,"body":"Port Adelaide because we kept it really"},{"speaker":"Darren Burgess","startTime":2977.91,"endTime":2982.88,"body":"simple and we were forced only to use"},{"speaker":"Darren Burgess","startTime":2982.88,"endTime":2987.28,"body":"the limited amount of technology that we"},{"speaker":"Darren Burgess","startTime":2982.88,"endTime":2987.28,"body":"truly believed would impact performance,"},{"speaker":"Darren Burgess","startTime":2987.28,"endTime":2989.34,"body":"because we just didn't have the finances."},{"speaker":"Darren Burgess","startTime":2989.79,"endTime":2993.24,"body":"So I think that's one of the big"},{"speaker":"Darren Burgess","startTime":2989.79,"endTime":2993.24,"body":"problems with the resource rich"},{"speaker":"Darren Burgess","startTime":2993.76,"endTime":2999.1,"body":"clubs, is that probably just through"},{"speaker":"Darren Burgess","startTime":2993.76,"endTime":2999.1,"body":"wealth and they don't probably do"},{"speaker":"Darren Burgess","startTime":2999.73,"endTime":3003.759,"body":"their due diligence enough on, is"},{"speaker":"Darren Burgess","startTime":2999.73,"endTime":3003.759,"body":"this going to impact performance?"},{"speaker":"Darren Burgess","startTime":3003.969,"endTime":3007.56,"body":"Of course, in those countries you"},{"speaker":"Darren Burgess","startTime":3003.969,"endTime":3007.56,"body":"have, 'in Spain, we had this and when"},{"speaker":"Darren Burgess","startTime":3007.56,"endTime":3010.69,"body":"I was playing in Brazil, we had this,"},{"speaker":"Darren Burgess","startTime":3007.56,"endTime":3010.69,"body":"and why don't you bring that in?' So"},{"speaker":"Darren Burgess","startTime":3010.69,"endTime":3013.83,"body":"there's a whole bunch of other things"},{"speaker":"Darren Burgess","startTime":3010.69,"endTime":3013.83,"body":"that perhaps led to the complexity."},{"speaker":"Darren Burgess","startTime":3014.29,"endTime":3016.82,"body":"But I think that's one of the problems"},{"speaker":"Darren Burgess","startTime":3014.29,"endTime":3016.82,"body":"with the keeping up the Joneses model iss"},{"speaker":"Darren Burgess","startTime":3017.32,"endTime":3020.479,"body":"that even when you think, oh, I want to"},{"speaker":"Darren Burgess","startTime":3017.32,"endTime":3020.479,"body":"invest in more people, you just have to"},{"speaker":"Darren Burgess","startTime":3020.479,"endTime":3024.25,"body":"make sure that those people then don't"},{"speaker":"Darren Burgess","startTime":3020.479,"endTime":3024.25,"body":"want to introduce their own technology."},{"speaker":"Darren Burgess","startTime":3024.4,"endTime":3029.129,"body":"And what that also does is, when you"},{"speaker":"Darren Burgess","startTime":3024.4,"endTime":3029.129,"body":"get the new, sexy technology, whatever"},{"speaker":"Darren Burgess","startTime":3029.13,"endTime":3033.239,"body":"that might be, virtual reality or"},{"speaker":"Darren Burgess","startTime":3029.13,"endTime":3033.239,"body":"whatever it might be, it's almost like"},{"speaker":"Darren Burgess","startTime":3033.24,"endTime":3038.27,"body":"you relegate some other technology which"},{"speaker":"Darren Burgess","startTime":3033.24,"endTime":3038.27,"body":"has been proven to impact performance,"},{"speaker":"Darren Burgess","startTime":3038.27,"endTime":3040.15,"body":"because it's just not as sexy."},{"speaker":"Darren Burgess","startTime":3040.299,"endTime":3042.509,"body":"So I did that with heart"},{"speaker":"Darren Burgess","startTime":3040.299,"endTime":3042.509,"body":"rate for a long time."},{"speaker":"Darren Burgess","startTime":3042.929,"endTime":3047.7,"body":"Now I think I rely on heart rate heavily"},{"speaker":"Darren Burgess","startTime":3042.929,"endTime":3047.7,"body":"now and have done for the last seven,"},{"speaker":"Darren Burgess","startTime":3047.7,"endTime":3051.799,"body":"eight years, but I went away from it"},{"speaker":"Darren Burgess","startTime":3047.7,"endTime":3051.799,"body":"because GPS was so good and with so much"},{"speaker":"Darren Burgess","startTime":3051.8,"endTime":3055.94,"body":"information, but now heart rate, which"},{"speaker":"Darren Burgess","startTime":3051.8,"endTime":3055.94,"body":"has been around forever and barely changed"},{"speaker":"Darren Burgess","startTime":3055.94,"endTime":3058.479,"body":"in terms of the essence of what it does."},{"speaker":"Darren Burgess","startTime":3059.009,"endTime":3062.95,"body":"I think heart rate is pure gold in what it"},{"speaker":"Darren Burgess","startTime":3059.009,"endTime":3062.95,"body":"offers in terms of a performance metric."},{"speaker":"Darren Burgess","startTime":3063.04,"endTime":3065.629,"body":"But because I had so many other things"},{"speaker":"Darren Burgess","startTime":3063.04,"endTime":3065.629,"body":"I went away from that for a bit."},{"speaker":"Sam Robertson","startTime":3065.97,"endTime":3068.029,"body":"This raises a topic"},{"speaker":"Sam Robertson","startTime":3065.97,"endTime":3068.029,"body":"that I find myself having a lot of"},{"speaker":"Sam Robertson","startTime":3068.029,"endTime":3072.74,"body":"conversations about at the moment, which"},{"speaker":"Sam Robertson","startTime":3068.029,"endTime":3072.74,"body":"is how we actually evaluate technology."},{"speaker":"Sam Robertson","startTime":3073.12,"endTime":3076.809,"body":"We know that we get taught that"},{"speaker":"Sam Robertson","startTime":3073.12,"endTime":3076.809,"body":"in university, concepts like"},{"speaker":"Sam Robertson","startTime":3076.809,"endTime":3080.089,"body":"validity and reliability, but"},{"speaker":"Sam Robertson","startTime":3076.809,"endTime":3080.089,"body":"again, it's more than that."},{"speaker":"Sam Robertson","startTime":3080.09,"endTime":3081.1,"body":"It's the uptake."},{"speaker":"Sam Robertson","startTime":3081.1,"endTime":3082.98,"body":"It is a tricky thing to evaluate."},{"speaker":"Sam Robertson","startTime":3082.98,"endTime":3085.4,"body":"It's a bit more of a soft skill"},{"speaker":"Sam Robertson","startTime":3082.98,"endTime":3085.4,"body":"than a hard number, isn't it?"},{"speaker":"Sam Robertson","startTime":3085.42,"endTime":3088.79,"body":"Like is this thing still going"},{"speaker":"Sam Robertson","startTime":3085.42,"endTime":3088.79,"body":"to get used in two years time?"},{"speaker":"Sam Robertson","startTime":3088.91,"endTime":3092.78,"body":"And it is tricky to tell sometimes"},{"speaker":"Sam Robertson","startTime":3088.91,"endTime":3092.78,"body":"because obviously, particularly in a"},{"speaker":"Sam Robertson","startTime":3092.78,"endTime":3096.309,"body":"sport like football, you could change"},{"speaker":"Sam Robertson","startTime":3092.78,"endTime":3096.309,"body":"managers pretty quickly, and again,"},{"speaker":"Sam Robertson","startTime":3096.309,"endTime":3099.85,"body":"that might mean a whole heap of things"},{"speaker":"Sam Robertson","startTime":3096.309,"endTime":3099.85,"body":"you've invested in become redundant."},{"speaker":"Sam Robertson","startTime":3100.67,"endTime":3104.05,"body":"Then of course, sometimes technology"},{"speaker":"Sam Robertson","startTime":3100.67,"endTime":3104.05,"body":"just improves so much that it renders"},{"speaker":"Sam Robertson","startTime":3104.05,"endTime":3106.883,"body":"something completely redundant"},{"speaker":"Sam Robertson","startTime":3104.05,"endTime":3106.883,"body":"anyway, or at least out of date."},{"speaker":"Sam Robertson","startTime":3106.883,"endTime":3109.69,"body":"But you also mentioned a couple of"},{"speaker":"Sam Robertson","startTime":3106.883,"endTime":3109.69,"body":"pitfalls there as well and that's"},{"speaker":"Sam Robertson","startTime":3109.69,"endTime":3110.57,"body":"what I wanted to ask you about."},{"speaker":"Sam Robertson","startTime":3110.57,"endTime":3113.02,"body":"What are some of the other"},{"speaker":"Sam Robertson","startTime":3110.57,"endTime":3113.02,"body":"pitfalls of technology?"},{"speaker":"Sam Robertson","startTime":3113.25,"endTime":3116.85,"body":"You mentioned one there, which"},{"speaker":"Sam Robertson","startTime":3113.25,"endTime":3116.85,"body":"was, we get distracted by the shiny"},{"speaker":"Sam Robertson","startTime":3116.85,"endTime":3119.62,"body":"new lights and we go away from the"},{"speaker":"Sam Robertson","startTime":3116.85,"endTime":3119.62,"body":"things that are tried and true."},{"speaker":"Sam Robertson","startTime":3120.17,"endTime":3123.014,"body":"But I think another one comes back to"},{"speaker":"Sam Robertson","startTime":3120.17,"endTime":3123.014,"body":"something you said right at the start,"},{"speaker":"Sam Robertson","startTime":3123.014,"endTime":3127.48,"body":"is we particularly with new technology"},{"speaker":"Sam Robertson","startTime":3123.014,"endTime":3127.48,"body":"that's quite refined and packaged"},{"speaker":"Sam Robertson","startTime":3127.48,"endTime":3132.129,"body":"up with a nice dashboard or software"},{"speaker":"Sam Robertson","startTime":3127.48,"endTime":3132.129,"body":"interface, we don't really learn"},{"speaker":"Sam Robertson","startTime":3132.129,"endTime":3133.51,"body":"enough about how it actually works."},{"speaker":"Sam Robertson","startTime":3133.92,"endTime":3137.805,"body":"And that's sometimes okay, but sometimes"},{"speaker":"Sam Robertson","startTime":3133.92,"endTime":3137.805,"body":"that means if it goes wrong or we want"},{"speaker":"Sam Robertson","startTime":3137.89,"endTime":3139.169,"body":"to dig a little bit deeper, we can't."},{"speaker":"Sam Robertson","startTime":3139.23,"endTime":3140.759,"body":"So that's another pitfall I think of."},{"speaker":"Sam Robertson","startTime":3140.87,"endTime":3145.54,"body":"On the horizon shortly is literally,"},{"speaker":"Sam Robertson","startTime":3140.87,"endTime":3145.54,"body":"not so much a pitfall, but a challenge,"},{"speaker":"Sam Robertson","startTime":3145.54,"endTime":3150.09,"body":"which is, do we replace a human staff"},{"speaker":"Sam Robertson","startTime":3145.54,"endTime":3150.09,"body":"member with this piece of technology?"},{"speaker":"Sam Robertson","startTime":3150.18,"endTime":3152.73,"body":"That's probably one that's on"},{"speaker":"Sam Robertson","startTime":3150.18,"endTime":3152.73,"body":"the radar coming pretty soon."},{"speaker":"Darren Burgess","startTime":3153.46,"endTime":3157.109,"body":"If I give you maybe two"},{"speaker":"Darren Burgess","startTime":3153.46,"endTime":3157.109,"body":"practical examples in my world, which"},{"speaker":"Darren Burgess","startTime":3157.11,"endTime":3160.749,"body":"is more the applied world, and one"},{"speaker":"Darren Burgess","startTime":3157.11,"endTime":3160.749,"body":"of them would be dear to your heart."},{"speaker":"Darren Burgess","startTime":3161.34,"endTime":3166.61,"body":"The first one is, let's say something"},{"speaker":"Darren Burgess","startTime":3161.34,"endTime":3166.61,"body":"like a NordBord, which was introduced and"},{"speaker":"Darren Burgess","startTime":3166.61,"endTime":3171.999,"body":"despite the insistence of those guys - you"},{"speaker":"Darren Burgess","startTime":3166.61,"endTime":3171.999,"body":"know your Dave Opars and Ryan Timmins of"},{"speaker":"Darren Burgess","startTime":3171.999,"endTime":3177.98,"body":"the world who are unbelievably skilled"},{"speaker":"Darren Burgess","startTime":3171.999,"endTime":3177.98,"body":"researchers and really good at marrying"},{"speaker":"Darren Burgess","startTime":3177.98,"endTime":3182.509,"body":"up the lab-based stuff with how can this"},{"speaker":"Darren Burgess","startTime":3177.98,"endTime":3182.509,"body":"affect performance - every time I've"},{"speaker":"Darren Burgess","startTime":3182.509,"endTime":3187.39,"body":"spoken to them, and I consider them both"},{"speaker":"Darren Burgess","startTime":3182.509,"endTime":3187.39,"body":"close mates hopefully they'd have the same"},{"speaker":"Darren Burgess","startTime":3187.39,"endTime":3190.84,"body":"thing to say about me, they would say,"},{"speaker":"Darren Burgess","startTime":3187.39,"endTime":3190.84,"body":"listen, this is not to predict injuries."},{"speaker":"Darren Burgess","startTime":3191.05,"endTime":3194.02,"body":"What we're doing is we're assessing"},{"speaker":"Darren Burgess","startTime":3191.05,"endTime":3194.02,"body":"hamstring strength in this plane."},{"speaker":"Darren Burgess","startTime":3194.47,"endTime":3195.279,"body":"That's what we're doing."},{"speaker":"Darren Burgess","startTime":3195.59,"endTime":3198.5,"body":"And yep, we've done some pretty"},{"speaker":"Darren Burgess","startTime":3195.59,"endTime":3198.5,"body":"good research that suggests if you"},{"speaker":"Darren Burgess","startTime":3198.5,"endTime":3201.269,"body":"are low in this, your risk goes up."},{"speaker":"Darren Burgess","startTime":3201.799,"endTime":3206.04,"body":"And despite that, practitioners all"},{"speaker":"Darren Burgess","startTime":3201.799,"endTime":3206.04,"body":"around the world, use that technology"},{"speaker":"Darren Burgess","startTime":3206.04,"endTime":3209.953,"body":"to say if you are below 356 Newtons, or"},{"speaker":"Darren Burgess","startTime":3206.04,"endTime":3209.953,"body":"whatever their cutoff was, even though"},{"speaker":"Darren Burgess","startTime":3210.08,"endTime":3214.159,"body":"they would look them blue in the face"},{"speaker":"Darren Burgess","startTime":3210.08,"endTime":3214.159,"body":"and say, no, it's not a cut off point"},{"speaker":"Darren Burgess","startTime":3214.16,"endTime":3219.549,"body":"that says if, youre and only now we're"},{"speaker":"Darren Burgess","startTime":3214.16,"endTime":3219.549,"body":"just starting to emerge, the value of"},{"speaker":"Darren Burgess","startTime":3219.57,"endTime":3224.5,"body":"spring training and some other aspects"},{"speaker":"Darren Burgess","startTime":3219.57,"endTime":3224.5,"body":"of strength and strength in different"},{"speaker":"Darren Burgess","startTime":3224.5,"endTime":3225.11,"body":"planes and all those sorts of things."},{"speaker":"Darren Burgess","startTime":3225.11,"endTime":3228.73,"body":"And Timo and Dave Opar have been"},{"speaker":"Darren Burgess","startTime":3225.11,"endTime":3228.73,"body":"saying that for years, but no one"},{"speaker":"Darren Burgess","startTime":3228.73,"endTime":3233.08,"body":"listened because the technology showed"},{"speaker":"Darren Burgess","startTime":3228.73,"endTime":3233.08,"body":"you, over/below this cutoff point."},{"speaker":"Darren Burgess","startTime":3233.08,"endTime":3238.1,"body":"So that's what sometimes technology"},{"speaker":"Darren Burgess","startTime":3233.08,"endTime":3238.1,"body":"can do, even though it's been"},{"speaker":"Darren Burgess","startTime":3238.1,"endTime":3239.75,"body":"proven to be reliable and valid."},{"speaker":"Darren Burgess","startTime":3240.459,"endTime":3244.102,"body":"And so now we're sort of going back"},{"speaker":"Darren Burgess","startTime":3240.459,"endTime":3244.102,"body":"and saying, well, a NordBord is"},{"speaker":"Darren Burgess","startTime":3244.14,"endTime":3246.4,"body":"one thing, but it's not the thing."},{"speaker":"Darren Burgess","startTime":3247.08,"endTime":3251.919,"body":"But for probably five years and still"},{"speaker":"Darren Burgess","startTime":3247.08,"endTime":3251.919,"body":"in a lot of places, it's considered the"},{"speaker":"Darren Burgess","startTime":3251.92,"endTime":3254.339,"body":"only predictor of hamstring strength."},{"speaker":"Darren Burgess","startTime":3254.349,"endTime":3256.17,"body":"So just get it strong and it'll survive."},{"speaker":"Darren Burgess","startTime":3256.789,"endTime":3259.46,"body":"The other thing, which is dear to"},{"speaker":"Darren Burgess","startTime":3256.789,"endTime":3259.46,"body":"you, is the analytics revolution,"},{"speaker":"Darren Burgess","startTime":3259.46,"endTime":3261.7,"body":"which is currently taking place."},{"speaker":"Darren Burgess","startTime":3261.7,"endTime":3266.24,"body":"And it seems like you won't get a job as"},{"speaker":"Darren Burgess","startTime":3261.7,"endTime":3266.24,"body":"a sports scientist unless you can code."},{"speaker":"Darren Burgess","startTime":3267.13,"endTime":3273.38,"body":"If this AFL soft cap goes up, I guarantee"},{"speaker":"Darren Burgess","startTime":3267.13,"endTime":3273.38,"body":"you a lot of clubs will say, well, with"},{"speaker":"Darren Burgess","startTime":3273.65,"endTime":3277.79,"body":"that extra money, we've done pretty well"},{"speaker":"Darren Burgess","startTime":3273.65,"endTime":3277.79,"body":"while it's come back down, well maybe"},{"speaker":"Darren Burgess","startTime":3277.79,"endTime":3281.46,"body":"get another coach and a data scientist,"},{"speaker":"Darren Burgess","startTime":3277.79,"endTime":3281.46,"body":"thinking that that will make us be able"},{"speaker":"Darren Burgess","startTime":3281.46,"endTime":3283.17,"body":"to predict injuries, predict performance."},{"speaker":"Darren Burgess","startTime":3283.17,"endTime":3287.99,"body":"And you whove led that, and I'm not"},{"speaker":"Darren Burgess","startTime":3283.17,"endTime":3287.99,"body":"meaning to pump you up too much, but"},{"speaker":"Darren Burgess","startTime":3287.99,"endTime":3292.529,"body":"you've led that revolution and been at"},{"speaker":"Darren Burgess","startTime":3287.99,"endTime":3292.529,"body":"the forefront of it, have more recently"},{"speaker":"Darren Burgess","startTime":3292.529,"endTime":3296.6,"body":"when I hear your talk and speak to you"},{"speaker":"Darren Burgess","startTime":3292.529,"endTime":3296.6,"body":"over a nice coffee in south Melbourne"},{"speaker":"Darren Burgess","startTime":3296.73,"endTime":3298.61,"body":"say you that we've gone too far with it."},{"speaker":"Darren Burgess","startTime":3298.61,"endTime":3303.169,"body":"It's not as predictive as perhaps"},{"speaker":"Darren Burgess","startTime":3298.61,"endTime":3303.169,"body":"what everybody thinks it has been,"},{"speaker":"Darren Burgess","startTime":3303.169,"endTime":3307.54,"body":"and we need to really do this with"},{"speaker":"Darren Burgess","startTime":3303.169,"endTime":3307.54,"body":"a lot of caution and tread really"},{"speaker":"Darren Burgess","startTime":3307.54,"endTime":3311.189,"body":"carefully with what analytics we're"},{"speaker":"Darren Burgess","startTime":3307.54,"endTime":3311.189,"body":"looking at and the success of it."},{"speaker":"Darren Burgess","startTime":3311.19,"endTime":3315.44,"body":"Now, that can only be done with"},{"speaker":"Darren Burgess","startTime":3311.19,"endTime":3315.44,"body":"better computing and better programs"},{"speaker":"Darren Burgess","startTime":3315.44,"endTime":3317.0,"body":"and technology in that sense."},{"speaker":"Darren Burgess","startTime":3317.57,"endTime":3322.509,"body":"Then when we start to bring it into our"},{"speaker":"Darren Burgess","startTime":3317.57,"endTime":3322.509,"body":"analytics, which we do, let's say GPS"},{"speaker":"Darren Burgess","startTime":3322.54,"endTime":3327.669,"body":"plus NordBord plus force plate plus heart"},{"speaker":"Darren Burgess","startTime":3322.54,"endTime":3327.669,"body":"rate plus heart rate variability, which"},{"speaker":"Darren Burgess","startTime":3327.669,"endTime":3330.02,"body":"has all been with the use of technology."},{"speaker":"Darren Burgess","startTime":3330.44,"endTime":3335.18,"body":"And then we apply some analytics,"},{"speaker":"Darren Burgess","startTime":3330.44,"endTime":3335.18,"body":"which are yet to be really proven and"},{"speaker":"Darren Burgess","startTime":3335.18,"endTime":3339.96,"body":"shown to be in any way successful in"},{"speaker":"Darren Burgess","startTime":3335.18,"endTime":3339.96,"body":"predicting performance and/or injuries."},{"speaker":"Darren Burgess","startTime":3340.32,"endTime":3343.979,"body":"It's a real murky situation that"},{"speaker":"Darren Burgess","startTime":3340.32,"endTime":3343.979,"body":"we've created for ourselves."},{"speaker":"Darren Burgess","startTime":3344.179,"endTime":3347.959,"body":"Just sort of wading through that now,"},{"speaker":"Darren Burgess","startTime":3344.179,"endTime":3347.959,"body":"myself, that has been a real challenge."},{"speaker":"Darren Burgess","startTime":3347.959,"endTime":3351.45,"body":"And I was helped a massively by"},{"speaker":"Darren Burgess","startTime":3347.959,"endTime":3351.45,"body":"some really good people at Arsenal"},{"speaker":"Darren Burgess","startTime":3351.49,"endTime":3353.0,"body":"who were experts in this space."},{"speaker":"Darren Burgess","startTime":3353.44,"endTime":3357.51,"body":"They really answered a lot of questions"},{"speaker":"Darren Burgess","startTime":3353.44,"endTime":3357.51,"body":"for me, but before that I was thinking"},{"speaker":"Darren Burgess","startTime":3357.51,"endTime":3358.66,"body":"that analytics was the answer."},{"speaker":"Darren Burgess","startTime":3358.81,"endTime":3362.589,"body":"So there's two areas, the NordBord"},{"speaker":"Darren Burgess","startTime":3358.81,"endTime":3362.589,"body":"and the hamstring and the analytics,"},{"speaker":"Darren Burgess","startTime":3362.599,"endTime":3364.899,"body":"which saw an uptake in use."},{"speaker":"Darren Burgess","startTime":3365.0,"endTime":3369.73,"body":"And after more detailed analysis"},{"speaker":"Darren Burgess","startTime":3365.0,"endTime":3369.73,"body":"and thought and consideration"},{"speaker":"Darren Burgess","startTime":3369.74,"endTime":3372.48,"body":"are probably not the be-all and"},{"speaker":"Darren Burgess","startTime":3369.74,"endTime":3372.48,"body":"end-all that we thought they were."},{"speaker":"Darren Burgess","startTime":3372.92,"endTime":3374.56,"body":"It's a long answer to a short question."},{"speaker":"Sam Robertson","startTime":3374.98,"endTime":3376.31,"body":"It's got me thinking."},{"speaker":"Sam Robertson","startTime":3376.61,"endTime":3379.939,"body":"Firstly, I love that example of"},{"speaker":"Sam Robertson","startTime":3376.61,"endTime":3379.939,"body":"the NordBord, because it's really"},{"speaker":"Sam Robertson","startTime":3379.94,"endTime":3381.359,"body":"practical and it's a really good one."},{"speaker":"Sam Robertson","startTime":3382.539,"endTime":3385.59,"body":"I haven't spoken to those two guys"},{"speaker":"Sam Robertson","startTime":3382.539,"endTime":3385.59,"body":"about it, but I can imagine they'd"},{"speaker":"Sam Robertson","startTime":3385.59,"endTime":3389.19,"body":"be extremely frustrated with where"},{"speaker":"Sam Robertson","startTime":3385.59,"endTime":3389.19,"body":"that's gone, particularly again, as"},{"speaker":"Sam Robertson","startTime":3389.19,"endTime":3393.259,"body":"you mentioned, they've done a lot"},{"speaker":"Sam Robertson","startTime":3389.19,"endTime":3393.259,"body":"of research in that area, before the"},{"speaker":"Sam Robertson","startTime":3393.33,"endTime":3394.63,"body":"Nord board even came out as well."},{"speaker":"Sam Robertson","startTime":3395.11,"endTime":3399.68,"body":"You also talked about the role of sports"},{"speaker":"Sam Robertson","startTime":3395.11,"endTime":3399.68,"body":"science and it's really interesting about,"},{"speaker":"Sam Robertson","startTime":3400.59,"endTime":3402.66,"body":"are they applied technologists really?"},{"speaker":"Sam Robertson","startTime":3402.91,"endTime":3405.44,"body":"And that's not a good thing"},{"speaker":"Sam Robertson","startTime":3402.91,"endTime":3405.44,"body":"if that's what they've become."},{"speaker":"Sam Robertson","startTime":3405.44,"endTime":3409.09,"body":"But again, I think in some sports"},{"speaker":"Sam Robertson","startTime":3405.44,"endTime":3409.09,"body":"that's really what that role has become."},{"speaker":"Sam Robertson","startTime":3409.12,"endTime":3410.32,"body":"You look after the technology."},{"speaker":"Sam Robertson","startTime":3410.32,"endTime":3414.07,"body":"It's almost like they're the property"},{"speaker":"Sam Robertson","startTime":3410.32,"endTime":3414.07,"body":"manager for technology instead"},{"speaker":"Sam Robertson","startTime":3414.07,"endTime":3415.529,"body":"of actually the sport scientist."},{"speaker":"Sam Robertson","startTime":3416.11,"endTime":3419.589,"body":"And then the final thing, just on"},{"speaker":"Sam Robertson","startTime":3416.11,"endTime":3419.589,"body":"the analytics there, I'm increasingly"},{"speaker":"Sam Robertson","startTime":3419.629,"endTime":3423.14,"body":"becoming convinced that the end"},{"speaker":"Sam Robertson","startTime":3419.629,"endTime":3423.14,"body":"use of the analytics is the next"},{"speaker":"Sam Robertson","startTime":3423.14,"endTime":3425.87,"body":"real area for development there, in"},{"speaker":"Sam Robertson","startTime":3423.14,"endTime":3425.87,"body":"terms of how does it actually get"},{"speaker":"Sam Robertson","startTime":3425.99,"endTime":3429.929,"body":"operationalised to make decisions and,"},{"speaker":"Sam Robertson","startTime":3425.99,"endTime":3429.929,"body":"even more importantly, evaluate them."},{"speaker":"Sam Robertson","startTime":3430.42,"endTime":3435.25,"body":"If we look at some sports now,"},{"speaker":"Sam Robertson","startTime":3430.42,"endTime":3435.25,"body":"the analytics has become overly"},{"speaker":"Sam Robertson","startTime":3435.25,"endTime":3436.649,"body":"preoccupied with tracking data."},{"speaker":"Sam Robertson","startTime":3436.779,"endTime":3438.9,"body":"You've got whole clubs that"},{"speaker":"Sam Robertson","startTime":3436.779,"endTime":3438.9,"body":"just look at tracking data."},{"speaker":"Sam Robertson","startTime":3438.97,"endTime":3442.29,"body":"I get the attraction of that, but I'd"},{"speaker":"Sam Robertson","startTime":3438.97,"endTime":3442.29,"body":"like to see it become a little bit more"},{"speaker":"Sam Robertson","startTime":3442.29,"endTime":3444.14,"body":"diverse and hopefully that happens."},{"speaker":"Sam Robertson","startTime":3444.79,"endTime":3447.48,"body":"Just moving us into the last couple"},{"speaker":"Sam Robertson","startTime":3444.79,"endTime":3447.48,"body":"of things I want to talk to you about,"},{"speaker":"Sam Robertson","startTime":3447.48,"endTime":3451.98,"body":"which is really the future, which is"},{"speaker":"Sam Robertson","startTime":3447.48,"endTime":3451.98,"body":"not only where you'd like to see the"},{"speaker":"Sam Robertson","startTime":3451.98,"endTime":3457.3,"body":"tech heading, but also maybe where you"},{"speaker":"Sam Robertson","startTime":3451.98,"endTime":3457.3,"body":"might like to not see it head as well."},{"speaker":"Sam Robertson","startTime":3458.17,"endTime":3460.05,"body":"When are we starting to get"},{"speaker":"Sam Robertson","startTime":3458.17,"endTime":3460.05,"body":"into the gray areas there?"},{"speaker":"Sam Robertson","startTime":3460.31,"endTime":3464.269,"body":"Have you got some ideas in mind about"},{"speaker":"Sam Robertson","startTime":3460.31,"endTime":3464.269,"body":"where, if you're sitting there doing this"},{"speaker":"Sam Robertson","startTime":3464.27,"endTime":3468.25,"body":"job in however long you want to keep doing"},{"speaker":"Sam Robertson","startTime":3464.27,"endTime":3468.25,"body":"it for, in 5 or 10 years, what's the next"},{"speaker":"Sam Robertson","startTime":3468.27,"endTime":3469.66,"body":"big thing that's going to really help you?"},{"speaker":"Darren Burgess","startTime":3469.66,"endTime":3473.34,"body":"A really dangerous"},{"speaker":"Darren Burgess","startTime":3469.66,"endTime":3473.34,"body":"path that we seem to be going down"},{"speaker":"Darren Burgess","startTime":3473.34,"endTime":3477.57,"body":"is this sort of 24 hour monitoring"},{"speaker":"Darren Burgess","startTime":3473.34,"endTime":3477.57,"body":"of players, and thinking that that's"},{"speaker":"Darren Burgess","startTime":3477.57,"endTime":3479.31,"body":"what's going to impact performance."},{"speaker":"Darren Burgess","startTime":3479.31,"endTime":3484.3,"body":"I see a lot of and permanently"},{"speaker":"Darren Burgess","startTime":3479.31,"endTime":3484.3,"body":"wearable devices which are of"},{"speaker":"Darren Burgess","startTime":3484.3,"endTime":3488.389,"body":"interest, no doubt of interest, but I"},{"speaker":"Darren Burgess","startTime":3484.3,"endTime":3488.389,"body":"think it's a really dangerous space,"},{"speaker":"Darren Burgess","startTime":3489.2,"endTime":3493.349,"body":"in terms of privacy and all those"},{"speaker":"Darren Burgess","startTime":3489.2,"endTime":3493.349,"body":"things that come into that space."},{"speaker":"Darren Burgess","startTime":3494.02,"endTime":3496.94,"body":"I am concerned that we just keep"},{"speaker":"Darren Burgess","startTime":3494.02,"endTime":3496.94,"body":"going more, more, more, more,"},{"speaker":"Darren Burgess","startTime":3496.94,"endTime":3499.69,"body":"we need more info and more data."},{"speaker":"Darren Burgess","startTime":3499.69,"endTime":3501.67,"body":"And so I would be really cautious of that."},{"speaker":"Darren Burgess","startTime":3501.67,"endTime":3507.51,"body":"Say things like in the mental space,"},{"speaker":"Darren Burgess","startTime":3501.67,"endTime":3507.51,"body":"we just have had no application"},{"speaker":"Darren Burgess","startTime":3507.51,"endTime":3510.749,"body":"of technology that can help"},{"speaker":"Darren Burgess","startTime":3507.51,"endTime":3510.749,"body":"us in any way, shape or form."},{"speaker":"Darren Burgess","startTime":3510.75,"endTime":3518.149,"body":"People are trying to get there, but"},{"speaker":"Darren Burgess","startTime":3510.75,"endTime":3518.149,"body":"I would argue that putting a 24/7"},{"speaker":"Darren Burgess","startTime":3518.16,"endTime":3522.259,"body":"tracking device on somebody and finding"},{"speaker":"Darren Burgess","startTime":3518.16,"endTime":3522.259,"body":"out what their energy expenditure"},{"speaker":"Darren Burgess","startTime":3522.42,"endTime":3528.16,"body":"is during the week, versus working"},{"speaker":"Darren Burgess","startTime":3522.42,"endTime":3528.16,"body":"hard on building up players' mental"},{"speaker":"Darren Burgess","startTime":3528.16,"endTime":3532.9,"body":"resilience and mental flexibility I'll"},{"speaker":"Darren Burgess","startTime":3528.16,"endTime":3532.9,"body":"call it, for lack of a better frame."},{"speaker":"Darren Burgess","startTime":3534.47,"endTime":3539.54,"body":"One would give you a 90% transfer into"},{"speaker":"Darren Burgess","startTime":3534.47,"endTime":3539.54,"body":"performance and the other might give"},{"speaker":"Darren Burgess","startTime":3539.54,"endTime":3542.15,"body":"you a 2% transfer into performance."},{"speaker":"Darren Burgess","startTime":3542.27,"endTime":3546.88,"body":"And yet we're becoming, as sports"},{"speaker":"Darren Burgess","startTime":3542.27,"endTime":3546.88,"body":"scientists, a bit more enthusiastic"},{"speaker":"Darren Burgess","startTime":3546.91,"endTime":3548.87,"body":"about the 2% than the 90%."},{"speaker":"Darren Burgess","startTime":3548.9,"endTime":3552.07,"body":"So that's where I'd like to"},{"speaker":"Darren Burgess","startTime":3548.9,"endTime":3552.07,"body":"see some technology head."},{"speaker":"Darren Burgess","startTime":3552.07,"endTime":3555.2,"body":"I don't know, I'm not good enough to"},{"speaker":"Darren Burgess","startTime":3552.07,"endTime":3555.2,"body":"understand that and I don't pretend"},{"speaker":"Darren Burgess","startTime":3555.2,"endTime":3560.74,"body":"to be a psychologist in any way, but"},{"speaker":"Darren Burgess","startTime":3555.2,"endTime":3560.74,"body":"that's where I would like to invest my"},{"speaker":"Darren Burgess","startTime":3560.74,"endTime":3562.9,"body":"time, is understanding that a lot more."},{"speaker":"Darren Burgess","startTime":3562.9,"endTime":3566.44,"body":"And I have done so just mainly"},{"speaker":"Darren Burgess","startTime":3562.9,"endTime":3566.44,"body":"through reading and things like that."},{"speaker":"Darren Burgess","startTime":3566.44,"endTime":3568.84,"body":"But if technology can help with"},{"speaker":"Darren Burgess","startTime":3566.44,"endTime":3568.84,"body":"that, that would be amazing."},{"speaker":"Darren Burgess","startTime":3569.38,"endTime":3576.36,"body":"Where I'd like to see technology stay, is"},{"speaker":"Darren Burgess","startTime":3569.38,"endTime":3576.36,"body":"in its lane and not sort of transfer over."},{"speaker":"Darren Burgess","startTime":3576.36,"endTime":3583.04,"body":"I have some concerns about us as an"},{"speaker":"Darren Burgess","startTime":3576.36,"endTime":3583.04,"body":"industry trying to relate, let's use"},{"speaker":"Darren Burgess","startTime":3583.06,"endTime":3589.2,"body":"tracking data to tactical data too much,"},{"speaker":"Darren Burgess","startTime":3583.06,"endTime":3589.2,"body":"because I think it's a long bow to draw."},{"speaker":"Darren Burgess","startTime":3589.21,"endTime":3593.21,"body":"I've seen some recent articles about"},{"speaker":"Darren Burgess","startTime":3589.21,"endTime":3593.21,"body":"something like a worst case scenario"},{"speaker":"Darren Burgess","startTime":3593.21,"endTime":3597.029,"body":"and say, well, it needs to be in"},{"speaker":"Darren Burgess","startTime":3593.21,"endTime":3597.029,"body":"context and it needs to be why are"},{"speaker":"Darren Burgess","startTime":3597.029,"endTime":3598.47,"body":"people running in the worst case."},{"speaker":"Darren Burgess","startTime":3598.56,"endTime":3602.779,"body":"No, from a load management point of view,"},{"speaker":"Darren Burgess","startTime":3598.56,"endTime":3602.779,"body":"you just need to know what the worst"},{"speaker":"Darren Burgess","startTime":3602.8,"endTime":3607.91,"body":"case scenario is, and make sure your"},{"speaker":"Darren Burgess","startTime":3602.8,"endTime":3607.91,"body":"players can cope with that if required."},{"speaker":"Darren Burgess","startTime":3608.0,"endTime":3609.43,"body":"I don't care how it happens."},{"speaker":"Darren Burgess","startTime":3610.13,"endTime":3615.095,"body":"I just need to know that my player"},{"speaker":"Darren Burgess","startTime":3610.13,"endTime":3615.095,"body":"can do 190 metres per minute for 10"},{"speaker":"Darren Burgess","startTime":3615.095,"endTime":3618.56,"body":"minutes, because at some point they're"},{"speaker":"Darren Burgess","startTime":3615.095,"endTime":3618.56,"body":"going to be asked that of them."},{"speaker":"Darren Burgess","startTime":3619.139,"endTime":3622.37,"body":"And so if that means that they're running"},{"speaker":"Darren Burgess","startTime":3619.139,"endTime":3622.37,"body":"down the wing and crossing a ball and"},{"speaker":"Darren Burgess","startTime":3622.37,"endTime":3626.7,"body":"turning it over and running back, then"},{"speaker":"Darren Burgess","startTime":3622.37,"endTime":3626.7,"body":"okay, but I don't need to marry up"},{"speaker":"Darren Burgess","startTime":3626.7,"endTime":3629.89,"body":"the vision with that, I just need to"},{"speaker":"Darren Burgess","startTime":3626.7,"endTime":3629.89,"body":"make sure that they can handle that."},{"speaker":"Darren Burgess","startTime":3630.04,"endTime":3634.84,"body":"So I think we need to, as end users,"},{"speaker":"Darren Burgess","startTime":3630.04,"endTime":3634.84,"body":"make sure that we don't draw too many"},{"speaker":"Darren Burgess","startTime":3634.99,"endTime":3636.9,"body":"inferences from the data that we have."},{"speaker":"Darren Burgess","startTime":3637.08,"endTime":3640.81,"body":"That's my concern, is that we're"},{"speaker":"Darren Burgess","startTime":3637.08,"endTime":3640.81,"body":"trying to translate the technology"},{"speaker":"Darren Burgess","startTime":3640.84,"endTime":3642.2,"body":"into too many different areas."},{"speaker":"Sam Robertson","startTime":3642.65,"endTime":3643.299,"body":"I would agree."},{"speaker":"Sam Robertson","startTime":3643.36,"endTime":3650.79,"body":"I think it also reminds me of the concept"},{"speaker":"Sam Robertson","startTime":3643.36,"endTime":3650.79,"body":"of precision of prescription, and what"},{"speaker":"Sam Robertson","startTime":3650.79,"endTime":3654.733,"body":"I mean by that is, and you basically"},{"speaker":"Sam Robertson","startTime":3650.79,"endTime":3654.733,"body":"said it in far simpler terms, you"},{"speaker":"Sam Robertson","startTime":3654.733,"endTime":3656.99,"body":"don't really need to know in order..."},{"speaker":"Sam Robertson","startTime":3657.09,"endTime":3659.22,"body":"you just need to know what the"},{"speaker":"Sam Robertson","startTime":3657.09,"endTime":3659.22,"body":"worst case scenario is and you"},{"speaker":"Sam Robertson","startTime":3659.28,"endTime":3660.44,"body":"need to prepare them for that."},{"speaker":"Sam Robertson","startTime":3661.42,"endTime":3665.41,"body":"It's always funny to me with prescription"},{"speaker":"Sam Robertson","startTime":3661.42,"endTime":3665.41,"body":"that we, because of technology, we"},{"speaker":"Sam Robertson","startTime":3665.41,"endTime":3671.209,"body":"can prescribe exercises or activities"},{"speaker":"Sam Robertson","startTime":3665.41,"endTime":3671.209,"body":"so precisely now, but it never really"},{"speaker":"Sam Robertson","startTime":3671.209,"endTime":3674.7,"body":"ends up being as useful as we might"},{"speaker":"Sam Robertson","startTime":3671.209,"endTime":3674.7,"body":"think, because the athletes never"},{"speaker":"Sam Robertson","startTime":3674.7,"endTime":3676.28,"body":"follow exactly what they're prescribed."},{"speaker":"Sam Robertson","startTime":3676.29,"endTime":3680.069,"body":"There's always a bit of, it's not even"},{"speaker":"Sam Robertson","startTime":3676.29,"endTime":3680.069,"body":"error, it's just variance in what you"},{"speaker":"Sam Robertson","startTime":3680.07,"endTime":3681.14,"body":"prescribe, it's just what they do."},{"speaker":"Sam Robertson","startTime":3681.83,"endTime":3685.54,"body":"Picking up on your part around"},{"speaker":"Sam Robertson","startTime":3681.83,"endTime":3685.54,"body":"the mental component, as well."},{"speaker":"Sam Robertson","startTime":3685.54,"endTime":3689.759,"body":"You mentioned you weren't a psychologist"},{"speaker":"Sam Robertson","startTime":3685.54,"endTime":3689.759,"body":"and I get that, but I think that's also"},{"speaker":"Sam Robertson","startTime":3689.91,"endTime":3692.87,"body":"inherently one of the reasons that's"},{"speaker":"Sam Robertson","startTime":3689.91,"endTime":3692.87,"body":"tricky, is because I think that involves"},{"speaker":"Sam Robertson","startTime":3693.03,"endTime":3697.03,"body":"a lot of different practitioners and a lot"},{"speaker":"Sam Robertson","startTime":3693.03,"endTime":3697.03,"body":"of different disciplines working together."},{"speaker":"Sam Robertson","startTime":3697.03,"endTime":3701.48,"body":"I don't think it's just the domain of the"},{"speaker":"Sam Robertson","startTime":3697.03,"endTime":3701.48,"body":"psychologist, and that's always tricky."},{"speaker":"Sam Robertson","startTime":3701.71,"endTime":3706.13,"body":"I know we're all trying to collaborate"},{"speaker":"Sam Robertson","startTime":3701.71,"endTime":3706.13,"body":"better and more than we have in the past,"},{"speaker":"Sam Robertson","startTime":3706.139,"endTime":3708.019,"body":"but that's maybe one of the reasons."},{"speaker":"Sam Robertson","startTime":3708.33,"endTime":3713.009,"body":"Now, did you think of anything while"},{"speaker":"Sam Robertson","startTime":3708.33,"endTime":3713.009,"body":"I was speaking there at the end, in"},{"speaker":"Sam Robertson","startTime":3713.01,"endTime":3716.56,"body":"response to my first question, because"},{"speaker":"Sam Robertson","startTime":3713.01,"endTime":3716.56,"body":"I haven't come up with anything at all."},{"speaker":"Sam Robertson","startTime":3716.56,"endTime":3718.78,"body":"So if you have, then great."},{"speaker":"Darren Burgess","startTime":3719.04,"endTime":3721.83,"body":"Well, I guess one"},{"speaker":"Darren Burgess","startTime":3719.04,"endTime":3721.83,"body":"of them might be, there are a lot"},{"speaker":"Darren Burgess","startTime":3721.83,"endTime":3726.72,"body":"of people claiming to have the"},{"speaker":"Darren Burgess","startTime":3721.83,"endTime":3726.72,"body":"fascicle length ability, because"},{"speaker":"Darren Burgess","startTime":3726.75,"endTime":3730.209,"body":"they've got an ultrasound, therefore"},{"speaker":"Darren Burgess","startTime":3726.75,"endTime":3730.209,"body":"they can assess fascicle length."},{"speaker":"Darren Burgess","startTime":3730.339,"endTime":3735.75,"body":"So perhaps that's an area that,"},{"speaker":"Darren Burgess","startTime":3730.339,"endTime":3735.75,"body":"because that's a skill, that's"},{"speaker":"Darren Burgess","startTime":3735.75,"endTime":3739.14,"body":"probably a more human skill combined"},{"speaker":"Darren Burgess","startTime":3735.75,"endTime":3739.14,"body":"with a technology, because someone"},{"speaker":"Darren Burgess","startTime":3739.14,"endTime":3743.46,"body":"like a Ryan Timmins might've got"},{"speaker":"Darren Burgess","startTime":3739.14,"endTime":3743.46,"body":"his reliability so narrow that you"},{"speaker":"Darren Burgess","startTime":3743.46,"endTime":3746.85,"body":"can be sure that if he's measuring"},{"speaker":"Darren Burgess","startTime":3743.46,"endTime":3746.85,"body":"your hamstrings, it's pretty close."},{"speaker":"Darren Burgess","startTime":3747.21,"endTime":3748.187,"body":"Whereas a lot of people"},{"speaker":"Darren Burgess","startTime":3747.21,"endTime":3748.187,"body":"go, well, you know what?"},{"speaker":"Darren Burgess","startTime":3748.187,"endTime":3752.61,"body":"I'm not going to pay Ryan or fly"},{"speaker":"Darren Burgess","startTime":3748.187,"endTime":3752.61,"body":"Ryan, I'm just going to teach myself."},{"speaker":"Darren Burgess","startTime":3752.88,"endTime":3755.48,"body":"So maybe that's something"},{"speaker":"Darren Burgess","startTime":3752.88,"endTime":3755.48,"body":"that's been a bit loose, but I'm"},{"speaker":"Darren Burgess","startTime":3755.48,"endTime":3756.31,"body":"not sure I've got that right."},{"speaker":"Sam Robertson","startTime":3757.099,"endTime":3757.359,"body":"Yeah."},{"speaker":"Sam Robertson","startTime":3757.36,"endTime":3760.939,"body":"I often think of resolution,"},{"speaker":"Sam Robertson","startTime":3757.36,"endTime":3760.939,"body":"which is kind of what you're"},{"speaker":"Sam Robertson","startTime":3760.939,"endTime":3761.68,"body":"talking about there, as well."},{"speaker":"Sam Robertson","startTime":3761.68,"endTime":3765.37,"body":"The resolution of measurements across"},{"speaker":"Sam Robertson","startTime":3761.68,"endTime":3765.37,"body":"the board will probably be something we"},{"speaker":"Sam Robertson","startTime":3765.37,"endTime":3769.85,"body":"laugh about, which is again, the one Hertz"},{"speaker":"Sam Robertson","startTime":3765.37,"endTime":3769.85,"body":"versus say 10 Hertz GPS as one example."},{"speaker":"Sam Robertson","startTime":3770.36,"endTime":3773.67,"body":"And then also, probably just the"},{"speaker":"Sam Robertson","startTime":3770.36,"endTime":3773.67,"body":"speed, I think, without being specific"},{"speaker":"Sam Robertson","startTime":3773.67,"endTime":3777.49,"body":"there, the speed and the move towards"},{"speaker":"Sam Robertson","startTime":3773.67,"endTime":3777.49,"body":"real time of so many things that"},{"speaker":"Sam Robertson","startTime":3777.49,"endTime":3780.78,"body":"we don't have real time now, are"},{"speaker":"Sam Robertson","startTime":3777.49,"endTime":3780.78,"body":"probably two non-specific ones anyway."},{"speaker":"Sam Robertson","startTime":3781.46,"endTime":3783.92,"body":"On that note, thank you"},{"speaker":"Sam Robertson","startTime":3781.46,"endTime":3783.92,"body":"so much for your time, Dr."},{"speaker":"Sam Robertson","startTime":3783.92,"endTime":3784.63,"body":"Darren Burgess."},{"speaker":"Sam Robertson","startTime":3784.63,"endTime":3788.22,"body":"I appreciate you giving up some of your"},{"speaker":"Sam Robertson","startTime":3784.63,"endTime":3788.22,"body":"time around training and thanks again."},{"speaker":"Darren Burgess","startTime":3788.599,"endTime":3789.18,"body":"No worries, Sam."},{"speaker":"Darren Burgess","startTime":3789.18,"endTime":3796.269,"body":"Thanks for having me, man."},{"speaker":"Sam Robertson","startTime":3796.269,"endTime":3798.81,"body":"And now some final"},{"speaker":"Sam Robertson","startTime":3796.269,"endTime":3798.81,"body":"thoughts from me on today's question."},{"speaker":"Sam Robertson","startTime":3799.52,"endTime":3802.399,"body":"I'm sure we could all come up with"},{"speaker":"Sam Robertson","startTime":3799.52,"endTime":3802.399,"body":"an endless wishlist of technology"},{"speaker":"Sam Robertson","startTime":3802.52,"endTime":3804.11,"body":"that would improve the way we work."},{"speaker":"Sam Robertson","startTime":3804.48,"endTime":3808.2,"body":"But inventing more and more stuff is"},{"speaker":"Sam Robertson","startTime":3804.48,"endTime":3808.2,"body":"pointless, unless we truly understand"},{"speaker":"Sam Robertson","startTime":3808.2,"endTime":3812.36,"body":"how to make the most of what we already"},{"speaker":"Sam Robertson","startTime":3808.2,"endTime":3812.36,"body":"have and how to evaluate its impact."},{"speaker":"Sam Robertson","startTime":3813.099,"endTime":3816.45,"body":"Having said that, the growing"},{"speaker":"Sam Robertson","startTime":3813.099,"endTime":3816.45,"body":"accessibility of technology in sport"},{"speaker":"Sam Robertson","startTime":3816.5,"endTime":3818.43,"body":"is an overwhelmingly positive thing."},{"speaker":"Sam Robertson","startTime":3819.05,"endTime":3822.819,"body":"It's helped to create new jobs whilst"},{"speaker":"Sam Robertson","startTime":3819.05,"endTime":3822.819,"body":"also making existing ones easier."},{"speaker":"Sam Robertson","startTime":3823.51,"endTime":3827.109,"body":"But just like in other parts of"},{"speaker":"Sam Robertson","startTime":3823.51,"endTime":3827.109,"body":"society, it too has its bad points."},{"speaker":"Sam Robertson","startTime":3827.639,"endTime":3831.979,"body":"We've grown accustomed to it, some would"},{"speaker":"Sam Robertson","startTime":3827.639,"endTime":3831.979,"body":"say reliant on it, without developing"},{"speaker":"Sam Robertson","startTime":3832.0,"endTime":3836.11,"body":"a working understanding of how many"},{"speaker":"Sam Robertson","startTime":3832.0,"endTime":3836.11,"body":"devices actually function, or how to"},{"speaker":"Sam Robertson","startTime":3836.11,"endTime":3838.029,"body":"fix them when they inevitably break."},{"speaker":"Sam Robertson","startTime":3838.69,"endTime":3841.7,"body":"We've also heard from both guests"},{"speaker":"Sam Robertson","startTime":3838.69,"endTime":3841.7,"body":"on this episode how in the space of"},{"speaker":"Sam Robertson","startTime":3841.7,"endTime":3845.79,"body":"just a few decades, the role of the"},{"speaker":"Sam Robertson","startTime":3841.7,"endTime":3845.79,"body":"sports practitioner, particularly the"},{"speaker":"Sam Robertson","startTime":3845.79,"endTime":3849.499,"body":"sport scientist, has fundamentally"},{"speaker":"Sam Robertson","startTime":3845.79,"endTime":3849.499,"body":"changed to accommodate this growth."},{"speaker":"Sam Robertson","startTime":3850.17,"endTime":3853.4,"body":"But how often do we actually stop"},{"speaker":"Sam Robertson","startTime":3850.17,"endTime":3853.4,"body":"to check in on just how much value"},{"speaker":"Sam Robertson","startTime":3853.42,"endTime":3854.98,"body":"our technologies are giving us?"},{"speaker":"Sam Robertson","startTime":3855.84,"endTime":3859.77,"body":"Generally speaking, contemporary training"},{"speaker":"Sam Robertson","startTime":3855.84,"endTime":3859.77,"body":"on how to inform such evaluations is"},{"speaker":"Sam Robertson","startTime":3859.78,"endTime":3861.69,"body":"seldom available to practitioners."},{"speaker":"Sam Robertson","startTime":3862.65,"endTime":3865.11,"body":"Without developing these"},{"speaker":"Sam Robertson","startTime":3862.65,"endTime":3865.11,"body":"critical appraisal skills."},{"speaker":"Sam Robertson","startTime":3865.389,"endTime":3868.78,"body":"We devalue established concepts,"},{"speaker":"Sam Robertson","startTime":3865.389,"endTime":3868.78,"body":"such as reliability and validity"},{"speaker":"Sam Robertson","startTime":3869.26,"endTime":3872.69,"body":"and the commercial market risks"},{"speaker":"Sam Robertson","startTime":3869.26,"endTime":3872.69,"body":"becoming an unregulated free-for-all."},{"speaker":"Sam Robertson","startTime":3873.57,"endTime":3877.15,"body":"This has meant that despite the efforts"},{"speaker":"Sam Robertson","startTime":3873.57,"endTime":3877.15,"body":"of a few we've largely been asleep"},{"speaker":"Sam Robertson","startTime":3877.15,"endTime":3881.16,"body":"at the wheel in terms of developing"},{"speaker":"Sam Robertson","startTime":3877.15,"endTime":3881.16,"body":"industry quality standards and addressing"},{"speaker":"Sam Robertson","startTime":3881.16,"endTime":3885.76,"body":"downstream conundrums, such as ethical"},{"speaker":"Sam Robertson","startTime":3881.16,"endTime":3885.76,"body":"guidelines around technology and data use."},{"speaker":"Sam Robertson","startTime":3886.38,"endTime":3889.049,"body":"In always trying to keep up with"},{"speaker":"Sam Robertson","startTime":3886.38,"endTime":3889.049,"body":"the competition, through constant"},{"speaker":"Sam Robertson","startTime":3889.12,"endTime":3893.359,"body":"adoption of new devices, we inevitably"},{"speaker":"Sam Robertson","startTime":3889.12,"endTime":3893.359,"body":"relegate something to the sidelines."},{"speaker":"Sam Robertson","startTime":3893.77,"endTime":3896.01,"body":"After all, we can only utilise so much."},{"speaker":"Sam Robertson","startTime":3896.51,"endTime":3900.19,"body":"So perhaps those technologies that we"},{"speaker":"Sam Robertson","startTime":3896.51,"endTime":3900.19,"body":"should really wish exist, are those"},{"speaker":"Sam Robertson","startTime":3900.19,"endTime":3904.06,"body":"that serve to integrate and consolidate"},{"speaker":"Sam Robertson","startTime":3900.19,"endTime":3904.06,"body":"what we're already doing and do"},{"speaker":"Sam Robertson","startTime":3904.06,"endTime":3906.049,"body":"so with limited human involvement."},{"speaker":"Sam Robertson","startTime":3906.539,"endTime":3909.14,"body":"These are simply essential"},{"speaker":"Sam Robertson","startTime":3906.539,"endTime":3909.14,"body":"if current rates of uptake"},{"speaker":"Sam Robertson","startTime":3909.319,"endTime":3910.509,"body":"are going to be maintained."},{"speaker":"Sam Robertson","startTime":3911.24,"endTime":3912.19,"body":"So where to next?"},{"speaker":"Sam Robertson","startTime":3912.5,"endTime":3916.799,"body":"Whilst the headline grabbing new devices"},{"speaker":"Sam Robertson","startTime":3912.5,"endTime":3916.799,"body":"should and will come, the integration of"},{"speaker":"Sam Robertson","startTime":3916.8,"endTime":3920.879,"body":"existing tech, combined with cooperation"},{"speaker":"Sam Robertson","startTime":3916.8,"endTime":3920.879,"body":"across disciplines, is likely to be as"},{"speaker":"Sam Robertson","startTime":3920.889,"endTime":3925.4,"body":"if not more influential in helping to"},{"speaker":"Sam Robertson","startTime":3920.889,"endTime":3925.4,"body":"take athletic performance to new levels."},{"speaker":"Sam Robertson","startTime":3926.01,"endTime":3929.4,"body":"If we truly want to shape where"},{"speaker":"Sam Robertson","startTime":3926.01,"endTime":3929.4,"body":"technology goes next, this open,"},{"speaker":"Sam Robertson","startTime":3929.4,"endTime":3932.51,"body":"collaborative approach should be"},{"speaker":"Sam Robertson","startTime":3929.4,"endTime":3932.51,"body":"combined with acknowledging our shared"},{"speaker":"Sam Robertson","startTime":3932.51,"endTime":3937.149,"body":"responsibility in calling out both the"},{"speaker":"Sam Robertson","startTime":3932.51,"endTime":3937.149,"body":"good and the bad, and also ensuring"},{"speaker":"Sam Robertson","startTime":3937.15,"endTime":3941.169,"body":"that we evaluate it in line with the"},{"speaker":"Sam Robertson","startTime":3937.15,"endTime":3941.169,"body":"values that we uphold in our sports."},{"speaker":"Sam Robertson","startTime":3942.029,"endTime":3945.259,"body":"I'm Sam Robertson, and this"},{"speaker":"Sam Robertson","startTime":3942.029,"endTime":3945.259,"body":"has been One Track Mind."},{"speaker":"Sam Robertson","startTime":3946.52,"endTime":3950.47,"body":"Join us next episode where we'll be"},{"speaker":"Sam Robertson","startTime":3946.52,"endTime":3950.47,"body":"asking: Can injuries ever be predicted?"},{"speaker":"Lara Chan-Baker","startTime":3951.58,"endTime":3955.47,"body":"One Track Mind is brought"},{"speaker":"Lara Chan-Baker","startTime":3951.58,"endTime":3955.47,"body":"to you by Track and Victoria University."},{"speaker":"Lara Chan-Baker","startTime":3956.1,"endTime":3959.159,"body":"Our host is Professor Sam"},{"speaker":"Lara Chan-Baker","startTime":3956.1,"endTime":3959.159,"body":"Robertson and our producer is"},{"speaker":"Lara Chan-Baker","startTime":3959.16,"endTime":3960.73,"body":"Lara Chan-Baker that's me."},{"speaker":"Lara Chan-Baker","startTime":3961.23,"endTime":3965.39,"body":"If you care about these issues as"},{"speaker":"Lara Chan-Baker","startTime":3961.23,"endTime":3965.39,"body":"much as we do, please support us by"},{"speaker":"Lara Chan-Baker","startTime":3965.39,"endTime":3969.37,"body":"subscribing, leaving a review on iTunes,"},{"speaker":"Lara Chan-Baker","startTime":3965.39,"endTime":3969.37,"body":"and recommending the show to a friend."},{"speaker":"Lara Chan-Baker","startTime":3969.63,"endTime":3972.37,"body":"It only takes a minute, but"},{"speaker":"Lara Chan-Baker","startTime":3969.63,"endTime":3972.37,"body":"it really makes a difference."},{"speaker":"Lara Chan-Baker","startTime":3972.759,"endTime":3975.9,"body":"If you want more where this came"},{"speaker":"Lara Chan-Baker","startTime":3972.759,"endTime":3975.9,"body":"from, follow us on Twitter at"},{"speaker":"Lara Chan-Baker","startTime":3975.9,"endTime":3981.68,"body":"@trackvu, on Instagram at @track.vu"},{"speaker":"Lara Chan-Baker","startTime":3975.9,"endTime":3981.68,"body":"or just head to trackvu.com."},{"speaker":"Lara Chan-Baker","startTime":3982.31,"endTime":3984.54,"body":"While you're there, why not"},{"speaker":"Lara Chan-Baker","startTime":3982.31,"endTime":3984.54,"body":"sign up for our newsletter?"},{"speaker":"Lara Chan-Baker","startTime":3984.97,"endTime":3988.74,"body":"It's a regular dose of sport science"},{"speaker":"Lara Chan-Baker","startTime":3984.97,"endTime":3988.74,"body":"insights from our team of leading"},{"speaker":"Lara Chan-Baker","startTime":3988.74,"endTime":3991.97,"body":"researchers, with links to further"},{"speaker":"Lara Chan-Baker","startTime":3988.74,"endTime":3991.97,"body":"reading on each episode topic."},{"speaker":"Lara Chan-Baker","startTime":3992.44,"endTime":3994.829,"body":"Thank you so much for"},{"speaker":"Lara Chan-Baker","startTime":3992.44,"endTime":3994.829,"body":"listening to One Track Mind."},{"speaker":"Lara Chan-Baker","startTime":3995.1,"endTime":4000.62,"body":"We will see you soon."}]}