The Science of Hockey

The Science of Hockey explores the scientific aspects of ice hockey and other sports. The podcast utilizes data, research, and evidence to explain how the sport is played, trained, and understood. From biomechanics to performance psychology, the podcast provides scientific insights into the game, going beyond traditional commentary and focusing on the science behind the action. The goal is to make scientific information accessible and engaging for players, coaches, parents, and fans of hockey.

The Science of Hockey is a sports podcast hosted by Unknown Host, with 100 episodes on record and a Required Pod Score of 80. PitchCentric scores this show on Booking Probability, Listen Score, and live audience signals refreshed every 24 hours.

Unknown Host hosts The Science of Hockey, a sports show with 100 episodes published.

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  Episode #100

  The Hidden Danger Behind a Slash: Vascular Injuries in Ice Hockey

  Dec 26, 202512 minS1

  In this episode of The Science of Hockey, we explore a rare and serious case of blunt trauma from a slash to the back of the knee, uncovering an underlying vascular condition—popliteal artery entrapment syndrome (PAES). Learn how one incident revealed a hidden danger that could have ended a young player’s career and what it means for athlete safety moving forward. Keywords: popliteal artery injury, hockey trauma, slashing, PAES, vascular sports injuries. Slashing is often brushed off as part of hockey’s physical nature—but what if it hides a more serious threat? This episode highlights a case of popliteal artery trauma linked to an undiagnosed entrapment syndrome. We examine how blunt trauma and anatomical anomalies intersect, and what this means for player evaluation and protective gear. Main source: Double Major for Slashing: Management of Blunt Popliteal Fossa Trauma in Ice Hockey in the Setting of Popliteal Artery Entrapment Syndrome Brij M. Singh, Irina Galimova, Tej M. Singh Clin J Sport Med. 2022 Sep; 32(5): e543–e545. Published online 2021 Sep 8. doi: 10.1097/JSM.0000000000000970 PMCID: PMC9415213

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  Episode #99

  AI on Ice: How Neural Networks Decode Elite Hockey Performance

  Dec 19, 202519 minS1

  This episode dives into how artificial intelligence is being used to analyze elite ice hockey gameplay. Using neural networks and layer-wise relevance propagation, researchers are uncovering the most critical moments that influence game outcomes—offering new insights into player decision-making and team dynamics. Machine learning is changing how we understand hockey. In this episode, we explore how neural networks break down elite performance, highlighting which actions and game states matter most. Discover how AI could reshape coaching, scouting, and strategy. Main source: Neural network and layer-wise relevance propagation reveal how ice hockey protective equipment restricts players’ motion Rebecca Lennartz, Arash Khassetarash, Sandro R. Nigg, Bjoern M. Eskofier, Benno M. Nigg PLoS One. 2024; 19(10): e0312268. Published online 2024 Oct 15. doi: 10.1371/journal.pone.0312268 PMCID: PMC11478874

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  Episode #98

  Hip Check: The Hidden Burden of Groin Injuries in Hockey

  Dec 12, 202518 minS1

  Hip and groin pain in professional ice hockey players is more common than many realize. In this episode, The Analyst dives into the data behind the prevalence, duration, and impact of these injuries—regardless of position. Keywords: hip pain, groin injuries, ice hockey, player health, injury prevention. Over 50% of professional ice hockey players report hip or groin problems each season. In this episode, we explore the science behind these injuries, their long-term effects, and why they’re often overlooked. Keywords: hip injuries, groin pain, hockey epidemiology, overuse injuries, sports medicine. Main source: High prevalence of hip and groin problems in professional ice hockey players, regardless of playing position Tobias Wörner, Kristian Thorborg, Frida Eek Knee Surg Sports Traumatol Arthrosc. 2020; 28(7): 2302–2308. Published online 2019 Nov 16. doi: 10.1007/s00167-019-05787-7 PMCID: PMC7347705

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  Episode #97

  Hits, Fights, and Fans: What Drives NHL Audience Trends?

  Dec 5, 202510 minS1

  This episode examines whether fighting in the NHL really boosts viewership. We break down the data on fight frequency and game ratings from 2010 to 2021, revealing surprising trends in fan interest, rule changes, and the evolving image of professional hockey. Do fans tune in for fights—or tune out? We explore how fighting trends in the NHL relate to national viewership across networks, and what this means for the sport’s future in a more safety-conscious and skill-focused era. Main source: National Hockey League Fights per Game and Viewership Trends: 2000–2020 Thomas A. Fortney, Liana J. Tedesco, Nathan J. Kopydlowski, Jack F. Korzelius, Sohil S. Desai, Charles A. Popkin Front Sports Act Living. 2022; 4: 890429. Published online 2022 Jun 30. doi: 10.3389/fspor.2022.890429 PMCID: PMC9281541

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  Episode #94

  Faster Ice, Smarter Recovery: Sprinting Smarter in Hockey

  Nov 28, 202514 minS1

  Skating performance in ice hockey relies heavily on how players recover between shifts. This episode explores how two-minute versus three-minute passive recovery intervals affect sprint speed, heart rate, and fatigue in forwards and defensemen. Hear what science says about optimizing shift recovery and maintaining peak speed throughout a game. Should hockey players rest for two or three minutes between intense sprints? We break down new research comparing recovery durations in repeated sprint skating tests. Keywords: sprint skating, hockey recovery, fatigue index, heart rate, performance optimization. Main source: A Comparative Study of Two-Minute versus Three-Minute Passive Recovery on Sprint Skating Performance of Ice Hockey Forwards and Defensemen Arkadiusz Stanula, Subir Gupta, Jakub Baron, Anna Bieniec, Rajmund Tomik, Tomasz Gabrys, Petr Valach, Andrzej Szymon Swinarew Int J Environ Res Public Health. 2021 Dec; 18(24): 13029. Published online 2021 Dec 10. doi: 10.3390/ijerph182413029 PMCID: PMC8701228

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