The Adaptability Index: An Information Theoretic Framework for Measuring Player Adaptability

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Authors

Mbeledogu, Dubem

Abstract

An adaptable offensive skill set is widely regarded as a valuable attribute for basketball players, whether by casual fans or NBA general managers. However, a clear methodology for defining and measuring a player's adaptability remains lacking. This paper aims to develop a rigorous framework for assessing offensive player adaptability by applying information-theoretic concepts to player tracking data. Using this framework, the paper explores preliminary insights on player adaptability in roster design and impact on team performance. Ultimately, this work seeks to establish a foundation for future research in adaptability analysis upon the release of more publicly available nba tracking data.