From a fixation on sports to an exploration of mechanism: The past, present, and future of hot hand research

We review the literature on the hot hand fallacy by highlighting the positive and negative aspects of hot hand research over the past 20 years, and suggesting new avenues of research. Many researchers have focused on criticising Gilovich et al.'s claim that the hot hand fallacy exists in basketball and other sports, instead of exploring the general implications of the hot hand fallacy for human cognition and probabilistic reasoning. Noting that researchers have shown that people perceive hot streaks in a gambling domain in which systematic streaks cannot possibly exist, we suggest that researchers have paid too much attention to investigating the independence of outcomes in various sporting domains. Instead, we advocate a domain-general mechanistic approach to understanding the hot hand fallacy, and conclude by suggesting approaches that might refocus the literature on the important general implications of the hot hand fallacy for human probabilistic reasoning.

[1]  Thomas Gilovich,et al.  21. The Cold Facts about the "Hot Hand" in Basketball , 2005, Anthology of Statistics in Sports.

[2]  Russell D Clark Examination of Hole-to-Hole Streakiness on the PGA Tour , 2005, Perceptual and motor skills.

[3]  Hiroto Miyoshi,et al.  Is the “hot‐hands” phenomenon a misperception of random events? , 2000 .

[4]  R. Kelly Crace,et al.  Analysis of Psychological Momentum in Intercollegiate Tennis , 1988 .

[5]  Russell D Clark An Analysis of Streaky Performance on the LPGA Tour , 2003, Perceptual and motor skills.

[6]  T. Gilovich,et al.  How We Know What Isn't So: The Fallibility of Human Reason in Everyday Life , 1991 .

[7]  Robert Hooke,et al.  Basketball, Baseball, and the Null Hypothesis , 1989 .

[8]  J. Magnus,et al.  Are Points in Tennis Independent and Identically Distributed? Evidence From a Dynamic Binary Panel Data Model , 2001 .

[9]  D. M. Boynton,et al.  Superstitious responding and frequency matching in the positive bias and gambler’s fallacy effects , 2003 .

[10]  Joseph B. Kadane,et al.  It's Okay to Believe in the “Hot Hand” , 1989 .

[11]  Bruce D. Burns,et al.  Streak biases in decision making: data and a memory model , 2005, Cognitive Systems Research.

[12]  Elizabeth C. Hirschman,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[13]  A. Tversky,et al.  On the belief that arthritis pain is related to the weather. , 1996, Proceedings of the National Academy of Sciences of the United States of America.

[14]  W. A. Wagenaar Generation of random sequences by human subjects: A critical survey of literature. , 1972 .

[15]  Franziska Marquart,et al.  Communication and persuasion : central and peripheral routes to attitude change , 1988 .

[16]  R. Wardrop Simpson's Paradox and the Hot Hand in Basketball , 1995 .

[17]  Gary Smith,et al.  Bowlers' Hot Hands , 2004 .

[18]  D. M. Green,et al.  Signal detection theory and psychophysics , 1966 .

[19]  S. Christian Albright,et al.  A Statistical Analysis of Hitting Streaks in Baseball , 1993 .

[20]  D. Kahneman,et al.  Representativeness revisited: Attribute substitution in intuitive judgment. , 2002 .

[21]  Joseph B. Kadane,et al.  19. It's Okay to Believe in the "Hot Hand" , 2005, Anthology of Statistics in Sports.

[22]  Thomas Gilovich,et al.  The Cold Facts about the “Hot Hand” in Basketball , 1989 .

[23]  David L. Gilden,et al.  Streaks in skilled performance , 1995, Psychonomic bulletin & review.

[24]  Scott D. Brown,et al.  Prediction and Change Detection , 2005, NIPS.

[25]  Ronald D. Fricker,et al.  Cognition and Chance: The Psychology of Probabilistic Reasoning , 2005, Technometrics.

[26]  Robert Hooke,et al.  31. Basketball, Baseball, and the Null Hypothesis , 2005, Anthology of Statistics in Sports.

[27]  Gary Smith,et al.  Horseshoe pitchers’ hot hands , 2003, Psychonomic bulletin & review.

[28]  Clifford Konold,et al.  Making Sense of Randomness " Implicit Encoding as a Basis for Judgment , 1997 .

[29]  Bartosz Gula,et al.  Hot Hand Belief and Hot Hand Behavior: A Comment on Koehler and Conley , 2004 .

[30]  A Statistical Analysis of Hitting Streaks in Baseball: Rejoinder , 1993 .

[31]  Willem A. Wagenaar,et al.  Chance and luck are not the same , 1988 .

[32]  Bruce D Burns,et al.  Randomness and inductions from streaks: “Gambler’s fallacy” versus ”hot hand“ , 2004, Psychonomic bulletin & review.

[33]  Robert M. Adams The “Hot Hand” Revisited: Successful Basketball Shooting as a Function of Intershot Interval , 1992 .

[34]  T. L. Rose,et al.  Illusory correlation and the maintenance of stereotypic beliefs. , 1980 .

[35]  R. D. Clark,et al.  Streakiness among professional golfers: fact or fiction? , 2003 .

[36]  Peter Ayton,et al.  The hot hand fallacy and the gambler’s fallacy: Two faces of subjective randomness? , 2004, Memory & cognition.

[37]  W. Wagenaar Paradoxes of gambling behaviour , 1989 .

[38]  Bruce D. Burns,et al.  Heuristics as beliefs and as behaviors: The adaptiveness of the “hot hand” , 2004, Cognitive Psychology.

[39]  R. M. Adams,et al.  Momentum in the performance of professional tournament pocket billiards players. , 1995 .

[40]  Rachel T. A. Croson,et al.  The Gambler’s Fallacy and the Hot Hand: Empirical Data from Casinos , 2005 .

[41]  Mihnea Moldoveanu,et al.  False memories of the future: a critique of the applications of probabilistic reasoning to the study of cognitive processes. , 2002, Psychological review.

[42]  An Epistemologist Looks at the Hot Hand in Sports , 1999 .

[43]  Yanlong Sun,et al.  Detecting the Hot Hand: An Alternative Model , 2004 .

[44]  D. Kahneman,et al.  Heuristics and Biases: The Psychology of Intuitive Judgment , 2002 .

[45]  Thomas Gilovich,et al.  The “Hot Hand”: Statistical Reality or Cognitive Illusion? , 1989 .

[46]  Jonathan J. Koehler,et al.  The 'Hot Hand' Myth in Professional Basketball , 2003 .

[47]  Willem A. Wagenaar,et al.  Calibration of probability assessments by professional blackjack dealers, statistical experts, and lay people , 1985 .

[48]  C. N. Morris,et al.  A Statistical Analysis of Hitting Streaks in Baseball: Comment , 1993 .

[49]  A. Tversky,et al.  The hot hand in basketball: On the misperception of random sequences , 1985, Cognitive Psychology.