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The Coretex Athletic Review

The Coretex Athletic Review

By: Evan Kurylo
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Host Evan Kurylo distills current sport science research it through the lens of modern athlete development, coaching methodology, and goaltender performance. The aim is to simplify complex research, highlight the key findings, and connect them to real-world coaching decisions — from anticipation and pattern recognition, to visual cognition, to the latest in coaching pedagogy. Short episodes. Strong insights. Better athletes.Evan Kurylo
Episodes
  • 3. Developing Athletic Excellence is... Boring
    Dec 18 2025

    In this episode, host Evan Kurylo revisits The Mundanity of Excellence (1989) by sociologist Daniel F. Chambliss — an ethnographic study of Olympic-level swimmers that challenges how we think about talent, hard work, and athlete development.

    Rather than framing excellence as the result of dramatic breakthroughs, rare talent, or cutting-edge methods, Chambliss shows that elite performance emerges from mundane, highly structured daily behaviours embedded within different competitive cultures. Excellence, he argues, is not flashy — it is boring, consistent, and normalized.

    The episode opens with the idea that facts have a “half-life,” drawing on examples from medical science to show how some knowledge decays quickly while broader behavioural patterns tend to persist. From there, we explore Chambliss’s key concept of stratification — the idea that competitive levels are not just different in quantity, but in quality, culture, and expectations.

    The discussion also introduces an interpretive distinction between improvement within a level and advancement between levels, arguing that while performance can scale empirically within a stable framework, moving between levels often requires a conceptual shift in how training is structured. This idea is stress-tested with counter-examples and caveats, including early-stage learning, physiological adaptation, and late specialization.

    This episode is not about dismissing hard work or data, but about understanding when effort helps — and when it simply reinforces a ceiling.

    • The “half-life” of facts and why some ideas age better than others

    • Stratification in sport as culture, not just selection

    • Quantitative vs qualitative differences in athlete development

    • Why “more training” often fails to produce elite performance

    • The Mission Viejo Swimming Club example

    • Excellence as normalized, mundane discipline

    • Conceptual vs empirical problems in development

    • Counter-examples and limitations of Chambliss’s framework

    • Connections to nonlinear pedagogy and skill acquisition

    Chambliss, D. F. (1989). The Mundanity of Excellence: An Ethnographic Report on Stratification and Olympic Swimmers. Sociological Theory, 7(1), 70–86.

    Within a level, performance often scales with effort.
    Between levels, advancement usually requires a change in structure.
    Excellence is rarely dramatic — it is built through boring, high-fidelity execution over time.

    This episode presents an interpretation of Chambliss’s work alongside modern perspectives from coaching and skill acquisition. Where applicable, limitations and counter-examples are discussed to avoid oversimplifying athlete development.


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    20 mins
  • 2. A Formula for Play Reading | Bayes Theorem
    Dec 11 2025

    This episode explores how athletes make sense of fast, chaotic game environments using internal models, priors, and pattern recognition. Through the lens of Bayesian reasoning and Piaget’s concepts of assimilation and accommodation, we break down why anticipation is a skill, why young athletes often lag in perceptual processing, and why predictable drills don’t transfer well into games. A practical, clear look at the cognitive side of skill development.

    These aren’t quoted directly in the episode, but they underlie the explanations:

    • Simply Psychology: Schemas, Assimilation & Accommodation⁠⁠https://www.simplypsychology.org/piaget-assimilation-accommodation.html⁠⁠

    • Verywell Mind: Piaget’s Stages of Cognitive Development

    • Stanford Encyclopedia of Philosophy: Jean Piaget

    • Piaget, J. (1952). The Origins of Intelligence in Children.

    • Kahneman & Tversky – Judgment Under Uncertainty (base rate fallacy)

    • Gigerenzer, G. – Risk Savvy (intuition vs statistics)

    • Griffiths & Tenenbaum – Bayesian models of cognition

    • Abernethy, B. – Perceptual expertise in sport

    • Vickers, J. – Decision Training

    • Davids, K. – Dynamics of Skill Acquisition

    Dan Morris book Bayes Theorem: A Visual Introduction for Beginners: https://a.co/d/eRmMNC3

    Article: https://pubmed.ncbi.nlm.nih.gov/30024211/

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    23 mins
  • 1: Odds Ratios | How Hometown Population Affects Athlete Odds
    Dec 8 2025

    Episode 1 — The Birthplace Effect: Population Size, Relative Age, and the Hidden Ecology of Talent

    This episode reviews the landmark 2006 study by Côté et al. examining how birthplace population and birthdate influence elite athlete emergence across the NHL, MLB, NBA, and PGA.

    Topics covered:

    • Why the strongest athlete representation comes from cities of 50,000–100,000

    • Effect size comparisons: birthplace (3.51) vs. relative age (0.44)

    • Why large metropolitan areas and rural towns under-produce pros

    • Environmental and psychosocial explanations for the “Goldilocks Zone”

    • Updated caveats from recent (2021–2024) research

    • Practical implications for parents, coaches, and development pathways

    Link to the original article: https://pubmed.ncbi.nlm.nih.gov/17115521/

    Hosted by: Evan Kurylo
    Presented by: Coretex Athletics

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    12 mins
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