The Constraints Collective

The Constraints Collective

Our mission is to transform practice environments in sport by equipping coaches with the knowledge, understanding and skills to bridge the gap between skill acquisition theory and practice.

  1. vor 19 Std.

    #102 Twenty Minutes From the Sea — Chris Button on Why the Pool Doesn't Prepare You for Open Water (Part Two)

    In Part Two of this milestone two-part conversation, Ian Renshaw continues talking with Professor Chris Button (University of Otago) — this time about water safety and drowning prevention. New Zealand has one of the worst per-capita drowning rates in the world, and Chris argues the reason isn't swimming ability: it's that people learn to swim in a pool, an environment that shares almost nothing with the open water that actually threatens them. Chris walks through a study that puts the problem in miniature — taking swimmers out in a boat on calm water and asking them to judge the distance back to shore by eye. Good swimmers judged it reasonably well; poor swimmers were badly wrong, and consistently overestimated the distance, right before being asked to swim it. His tested fix is disarmingly simple: stop teaching open-water skills in a pool, and take children to the beach, the lake, or the river instead — concentrated blocks of real-environment practice that held up on retention three months later and translated into genuine self-rescue skills. Part Two of Two — Part One aired as Episode 100, tracing the PhD finding Chris still sees coaches average away. --- If you're getting value from our podcast check out our membership options and coaching community at [www.theconstraintscollective.com](https://www.theconstraintscollective.com) where you can access podcast summaries, narrated presentations, early release podcasts and monthly online meet ups with experts from the Constraints Collective. Support the running of the podcast at [patreon.com/TheConstraintsCollective](https://patreon.com/TheConstraintsCollective).

  2. 31. Juli

    #101 Nobody Plays in Perfect Conditions — Ian & Keith's July Monthly Catch-Up

    In this month's catch-up, Ian Renshaw and Keith Davids work through a run of ideas connected by a single question: how do you prepare an athlete for the conditions, schedules, and pressure you can't control? Keith breaks down why the NBA's 82-games-in-170-days calendar has pushed coaches toward short, opponent-specific practice pockets instead of generic repetition, and Ian connects it to a piece of single-session design work he's been developing from psychology and psychiatry literature — what can actually change if you only get one go? The conversation moves through the constraints continuum, the pair's own distinction between 'constraining to afford' and constraining to 'potentiate', and a run of stories — a Silver Ferns netball shooter whose in-house scoring system took the pressure off a stat the opposition had learned to exploit, and England's Under-21s, where a rehearsed "stay in the green" call pulled a player back from the edge of a red card. Keith closes by naming the amber zone properly — dynamical systems theory's region of metastability — and why the job isn't to coach uncertainty out of performance, but to make sure athletes have already met it once before it counts. --- If you're getting value from our podcast check out our membership options and coaching community at [www.theconstraintscollective.com](https://www.theconstraintscollective.com) where you can access podcast summaries, narrated presentations, early release podcasts and monthly online meet ups with experts from the Constraints Collective. Support the running of the podcast at [patreon.com/TheConstraintsCollective](https://patreon.com/TheConstraintsCollective).

  3. 17. Juli

    #100 Use The Funnel, Not the Average Value: Chris Button on the PhD That Almost Wasn’t (Part One)

    In this landmark 100th episode, Ian Renshaw and Keith Davids are joined by Professor Chris Button from the University of Otago, whose research has ranged from ball-catching biomechanics to basketball free throws to, more recently, why so many people drown. Chris's route into research wasn't inevitable — he turned down a PhD scholarship for a job as a wine specialist before one line from Keith ("your PhD is your passport anywhere") talked him back onto the academic path. The conversation traces the finding buried in that PhD that coaches still routinely average away: when Chris's group-level statistics on ball-catching showed no differences between participants, despite him watching them move differently in real time, the fix wasn't better instrumentation — it was refusing to average, and analysing individuals as individuals. Years later at Edinburgh, the same logic showed up in basketball free throws: novices varied early in the shot, experts showed a funnel, real variability at the start narrowing as the ball approached release. The skill wasn't the absence of variability, but the timing of when it was allowed to matter. They also dig into the interdisciplinary Manchester Metropolitan University cohort that shaped Chris's approach of arguing between frameworks rather than staying inside one — a method that carried him to Otago and, eventually, toward water safety research. Part One of Two — Part Two continues in August's Week One Guest Podcast. --- If you're getting value from our podcast check out our membership options and coaching community at [www.theconstraintscollective.com](https://www.theconstraintscollective.com) where you can access podcast summaries, narrated presentations, early release podcasts and monthly online meet ups with experts from the Constraints Collective. Support the running of the podcast at [patreon.com/TheConstraintsCollective](https://patreon.com/TheConstraintsCollective).

  4. 10. Juli

    The Video Doesn't Show What Happened — Ian Renshaw & Keith Davids Review Schütz, Betsch & Plessner (2026), with guest Scott Russell

    An emergency episode: VAR was dominating the World Cup news cycle, and a paper had just landed asking the exact question everyone was arguing about. Ian Renshaw and Keith Davids review Schütz, Betsch & Plessner's "The Impact of Video Speed on Intention Attribution" (Psychology of Sport & Exercise, 2026) — four experiments showing that slowing footage down increases how intentional an action looks, peaking at around 1.5 seconds before easing off again. For the first time on a theory paper episode, they bring in a guest: Scott Russell, a former referee now researching how officials incorporate social expectations into their decisions. Keith reframes the paper's cognitive explanation through an ecological lens — it's not just processing time, it's a change in the structure of information available to the viewer. Scott argues that video, even in real time, is never the event itself, just "the best artist's impression." Ian draws on his own occlusion research to show how arbitrary a single video frame really is. And the conversation lands on practical recommendations: closed, specific questions for VAR reviews, standard-speed footage as the default for disciplinary decisions, and rugby league referee Ashley Klein's decision to uphold a send-off despite video review as a model for trusting the on-field call. A timely, sharp look at why the frozen frame keeps lying to us in the same direction, every time. --- If you're getting value from our podcast check out our membership options and coaching community at [www.theconstraintscollective.com](https://www.theconstraintscollective.com) where you can access podcast summaries, narrated presentations, early release podcasts and monthly online meet ups with experts from the Constraints Collective.

  5. 3. Juli

    #98 From the Pitch to the Algorithm — with Ben Teune

    # From the Pitch to the Algorithm — with Ben Teune In this episode, Ian Renshaw and Keith Davids are joined by Ben Teune, Sports Scientist and Analytics Lead at the WTA (Women's Tennis Association), whose PhD work — embedded with the Western Bulldogs AFL club at Victoria University — tackles a problem every constraint-led coach runs into: you're told to "manipulate the task," but rarely given a principled way to decide what to manipulate. The conversation covers how to give representativeness a number using the specificity index and association rule mining, why looking at one constraint at a time is misleading when machine learning can surface which constraint *combinations* actually produce breakthroughs or breakdowns, and how clustering algorithms can classify drills by variability so coaches can build sessions with intentional exploration versus exploitation phases. Ben also walks through his "outnumber" research — the two distinct solutions players find when given an extra player, and how a coach can use that insight to shift team behaviour with a simple time constraint. Underpinning it all is Ian's standout line of the episode: start with the coaching problem, then find the data that answers it — not the other way around. --- If you're getting value from our podcast check out our membership options and coaching community at [www.theconstraintscollective.com](https://www.theconstraintscollective.com) where you can access podcast summaries, narrated presentations, early release podcasts and monthly online meet ups with experts from the Constraints Collective. Support the running of the podcast at [patreon.com/TheConstraintsCollective](https://patreon.com/TheConstraintsCollective).

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Our mission is to transform practice environments in sport by equipping coaches with the knowledge, understanding and skills to bridge the gap between skill acquisition theory and practice.

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