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Behavioral Investing
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The Hot Hand Fallacy: Expecting Continued Success After a Streak

The Hot Hand Fallacy: Expecting Continued Success After a Streak

01/22/2026
Yago Dias
The Hot Hand Fallacy: Expecting Continued Success After a Streak

The hot hand fallacy is a powerful cognitive bias that influences how we perceive patterns in life.

It leads people to believe that success in random events will continue after a streak.

This idea persists despite evidence of independence in many outcomes, from sports to finance.

Our minds crave order, often seeing signals where only noise exists.

Understanding the Core Concept

The hot hand fallacy refers to the belief that a person on a winning streak is more likely to keep winning.

This contrasts sharply with the gambler's fallacy, which expects a reversal after a streak.

Key biases like confirmation bias and clustering illusion drive this mistaken belief.

People selectively recall successes, ignoring the role of chance in events.

Historical Development and Seminal Research

The concept was formalized in the 1985 paper "Hot Hand in Basketball" by Gilovich, Vallone, and Tversky.

Their study analyzed field goals and free throws from professional basketball teams.

They found no evidence that players shot better after successful attempts.

This research used controlled experiments to rule out factors like defense or bias.

  • The study compared coin tosses to basketball shots to illustrate randomness.
  • It highlighted how people misjudge short sequences, expecting more alternation.
  • Later critiques pointed to low statistical power in detecting streaks.

Despite initial findings, ongoing debates have emerged about the fallacy's validity.

Psychological Explanations for the Belief

Humans naturally seek patterns, even in random data, a trait with evolutionary roots.

This leads to misunderstandings of randomness, where lumpy sequences appear non-random.

Confirmation bias and illusion of control reinforce the hot hand belief.

For example, in sports, players might attribute streaks to skill rather than luck.

  • Age effects show older adults are more susceptible to this fallacy.
  • People overestimate their ability to influence random events like coin tosses.
  • Gilovich suggested that poor recognition of chance clustering fuels the belief.

These psychological factors make the hot hand fallacy a common and persistent error.

Evidence: For and Against the Hot Hand

Initial consensus deemed the hot hand a fallacy with no basis in reality.

Recent studies, however, have found small effect sizes in certain contexts.

Evidence from volleyball and other sports supports streaks in subsets of players.

For instance, a 2012 study on top volleyball players showed streaks in half of them.

  • Coaches can detect variability and adapt strategies to hot players.
  • This adaptive use improves team performance in controlled environments.
  • Belief in hot hands affects perceptions, leading to overestimations of success.

The debate continues, with some researchers finding support and others maintaining skepticism.

Applications Beyond Sports

The hot hand fallacy extends far beyond athletics into daily decision-making.

In gambling, bettors often wager more after wins, expecting the streak to continue.

Finance and investing are heavily influenced by this bias, impacting stock trades.

Investors may buy rising stocks, anticipating further gains, a form of extrapolation bias.

  • Studies show buyers prefer short positive trends, while sellers offload negative ones.
  • This behavior weakens with longer sequences, shifting towards the gambler's fallacy.
  • Consumers misjudge market randomness, treating small samples as representative.

Understanding these applications can help in making more rational choices.

Statistical and Methodological Insights

Power issues in early studies, like the 1985 paper, may have underestimated streaks.

Effect sizes are often small, limited to specific groups such as elite athletes.

Adaptive use in sports, like volleyball, shows how detecting hot hands can be strategic.

Numbers from research, such as 455 participants in age studies, provide empirical backing.

  • Statistical corrections have been proposed to address baseline expectations.
  • Methodological improvements allow for better detection of subtle patterns.
  • This highlights the importance of robust analysis in psychological research.

These insights underscore the complexity of studying human perception.

Related Concepts and Contrasts

To enrich understanding, it's helpful to compare the hot hand fallacy with similar ideas.

This comparison clarifies how different biases interact in decision-making.

Practical Implications and Inspiration

Recognizing the hot hand fallacy can empower you to avoid common pitfalls.

In investing, questioning streaks helps prevent impulsive buys based on recent gains.

Developing a mindful approach to randomness enhances critical thinking skills.

For coaches and players, understanding variability can lead to better strategic choices.

  • Use data-driven analysis to assess performance rather than relying on gut feelings.
  • Educate others about cognitive biases to foster rational discussions in teams.
  • Apply these lessons to personal finance, gambling, or even everyday decisions.

By embracing uncertainty, you can navigate life with more clarity and confidence.

The journey through the hot hand fallacy reveals our innate desire for patterns.

It challenges us to balance intuition with evidence, leading to wiser choices.

Remember, streaks may inspire, but they shouldn't dictate your actions blindly.

Let this knowledge guide you toward a more thoughtful and resilient mindset.

Yago Dias

About the Author: Yago Dias

Yago Dias is an investment analyst and financial content creator for BetterTime.me, focusing on wealth growth strategies and economic insights that empower readers to make informed and confident financial decisions.