Tag Archives: sports

Coaching Expectations, Probabilistic Limits, and the NFL Replacement Fallacy

Executive Summary Professional football franchises frequently dismiss head coaches after narrowly missing the playoffs, operating under an implicit belief that marginal underperformance is evidence of correctable leadership failure. This paper argues that such expectations are mathematically incoherent, structurally naive, and … Continue reading

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White Paper: Comparative Legitimacy and Institutional Failure Modes: Why the Baseball Hall of Fame and Rock & Roll Hall of Fame Are More Contested Than Football and Basketball

Executive Summary This white paper examines why the Baseball Hall of Fame and the Rock and Roll Hall of Fame have become persistent flashpoints of controversy, while the Pro Football Hall of Fame and the Naismith Memorial Basketball Hall of … Continue reading

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White Paper: Why CFP “Rest” Is Becoming “Rust,” and What Changes Are Most Likely Next

Executive summary In the first two seasons of the 12-team College Football Playoff (CFP) era, a clear and highly visible pattern has emerged: teams receiving first-round byes have repeatedly started slowly—and, to date, have struggled to convert the bye into … Continue reading

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White Paper: Border-Hopping Stadium Politics: What the Kansas City Chiefs’ Move from Missouri to Kansas Reveals About Intraregional Competition and Comparative Government

Executive summary The Kansas City Chiefs’ announced plan to leave Arrowhead Stadium in Missouri and relocate to a new domed stadium project in Kansas by the 2031 season is more than a sports-facility decision—it is a concentrated case study in … Continue reading

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White Paper: Determinants of High School Sports Classification Systems and Mobility Among Competitive Levels

Executive Summary State high-school athletic systems divide schools into competitive “levels” or “classes” (e.g., 1A–6A) to promote fairness, competitive balance, safety, and program sustainability. While the appearance of uniformity masks considerable diversity across states, common underlying drivers shape how many … Continue reading

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White Paper: Betting on Beliefs: Ethical Concerns Around Kalshi-Style Prediction Markets

Executive Summary Platforms like Kalshi, federally regulated exchanges that let users trade “event contracts” on real-world outcomes, have moved prediction markets from a niche academic tool into the mainstream of finance, media, and gambling. Kalshi is licensed by the U.S. … Continue reading

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White Paper: The History and Approach of African Martial Arts: A Comparative, Cultural, and Functional Survey

Executive Summary African martial arts represent one of the world’s oldest and most diverse bodies of combat knowledge. Rather than forming a single codified “martial arts tradition” in the modern East Asian sense, African systems developed organically across ecological zones, … Continue reading

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White Paper: The Competitive Advantage of Multi-Tool Athletes: A Structural Analysis of Positionless Development in Football and Other Team Sports: A Case Study of Bixby High School (Oklahoma) and the Broader Evolution of Athletic Versatility

Executive Summary Elite athletic programs increasingly rely on positionless skill development, producing players who can run, pass, catch, block, tackle, diagnose plays, and shift roles without losing strategic coherence. Among high school programs, Bixby High School in Oklahoma represents a … Continue reading

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Policy Brief: Aligning Academic Scheduling and Athletic Program Commitments to Prevent Cross-Purpose Conflicts

Executive Summary Universities increasingly recognize that student-athletes face dual commitments—to academic progress and to athletic participation. However, institutional scheduling practices can unintentionally force coaches, athletes, and academic units into conflict: course times may overlap with mandatory practices; travel schedules may … Continue reading

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White Paper: Like Father, Unlike Son? A Comparative Analysis of Monte and Lane Kiffin’s Careers and Public Reflections on Their Relationship

Executive Summary Monte Kiffin and his son Lane Kiffin represent two very different archetypes in modern football coaching. Monte became a legendary defensive coordinator, defined by stability, tactical innovation (the “Tampa 2”), and a largely controversy-free public image. Lane has … Continue reading

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