<p>Andrew Gelman has <a href="http://andrewgelman.com/2014/03/11/myth-myth-myth-hot-hand/">blogged</a> and <a href="http://www.stat.columbia.edu/~gelman/research/published/bayes_management.pdf">published</a> about the "hot hand" phenomenon from a statistical perspective. His statistical perspective is probably fairly authoritative, and his psychological perspective, at least in being very inclusive, not implausible. His basic idea is the following:</p>

<ul>
<li>Previous wins are very <em>unlikely</em> to have <em>no</em> effect on future performance.</li>
<li>Previous wins (or losses) are likely to have some, albeit probably small, effect.
<ul>
<li>For example, a player's performance could decrease, maybe due to overconfidence</li>
<li>A player's performance could increase, for example, due to increase confidence</li>
</ul></li>
<li>Rather than asking if there is any "hot hand" effect at all, the better question is: of what kind is this effect?</li>
</ul>

<p>In the sense of the latter, the existing studies are actually fairly homogenous: they all argue for a small to marginal effect, on the order of a few percentage points or less. So the idea that the "hot hand" effect is a small and highly variable phenomenon is supported both by a priori reasoning, and by the bulk of the data.</p>

<p>Beyond that, <a href="http://psych.cornell.edu/sites/default/files/Gilo.Vallone.Tversky.pdf">Gilovich, Vallone, and Tversky (1985)</a> have demonstrated that people reliably over detect "hot hands"; we see patterns in near-random variance that aren't really there. Moreover, combining what we know about our perception of the "hot hand", and our statistical knowledge about it, we can establish one more fact: very often, when you think you're observing a "hot hand", you're wrong. This is because the effect size for the "hot hand" appears very small, so small that it is statistically questionable, and if even repeated statistical analyses have trouble establishing its size, we can be sure that the naked eye will not be able to reliably identify it in an individual case. </p>

<p>All this is an example of the debate between <em>null hypothesis testing</em> versus <em>parameter estimation</em> statistics. From the perspective of null hypothesis testing, we consider plausible that the effect might be truly zero, or something else, and zero is our null hypotheses. From the perspective of parameter estimation, we are interested in what the effect actually is, and it being precisely zero is rather unlikely to begin with.</p>

<p>Thus, I believe it justified to say this about the "hot hand" effect:</p>

<ul>
<li>It exists, in some form or other.</li>
<li>It is likely small, and highly variable (sometimes positive, sometimes close to zero, sometimes even negative).</li>
<li>Whenever you think you see it, you probably don't.</li>
</ul>

CC BY-SA 3.0
2014-06-11T22:14:34.893Z
2014-06-11T22:14:34.893Z
jona
<p>@jona is correct: from a statistical point of view, this "hot hand" effect is often an illusion, produced by our own faulty statistical intuitions.
However, this isn't the whole story - even if we overestimate it, performance does systematically vary over time.</p>

<p>Most of the work on this, or at least most of the work I know, has been in the <strong>Positive Psychology</strong> tradition. <strong>Flow</strong> (<a href="http://books.google.co.uk/books?id=V9KrQgAACAAJ&amp;redir_esc=y" rel="nofollow">Csikszentmihalyi, 1990</a>, see also <a href="http://myweb.stedwards.edu/michaelo/2349/paper1/ConceptOfFlow.pdf" rel="nofollow">this scanned book chapter</a>), in this literature, is a positive state complete absorption, where task demands, available resources, and a whole lot of other factors, reach an optimal balance for enjoyable, high-level performance (<a href="http://en.wikipedia.org/wiki/Flow_%28psychology%29" rel="nofollow">wikipedia</a> covers this as well as anywhere else).</p>

<p>How this applies to sport should be obvious (and is presumably quite well covered in <a href="http://books.google.co.uk/books?hl=en&amp;lr=&amp;id=Jak4A8rEZawC&amp;oi=fnd&amp;pg=PR8&amp;dq=psychology++flow+sport&amp;ots=GvQzqE7paP&amp;sig=u-QWyQYQbb22jPq_LMj7OVEF57o#v=onepage&amp;q=psychology%20%20flow%20sport&amp;f=false" rel="nofollow">this book</a>): athletes will perform close to the peak of their abilities when in a flow state, and so this will correspond to a "hot hand" streak.</p>

CC BY-SA 3.0
2014-06-12T20:03:48.730Z
2014-06-12T20:03:48.730Z
Eoin
<p>It is common to refer to an athlete who is enjoying a sustained period of success (e.g. a long consecutive game hitting streak in baseball) as being "hot", suggesting that something about their physical or psychological state is different. </p>

<p>However, hitting streaks and other sustained periods of success are bound to happen just by random chance. Therefore, it might be a <a href="http://en.wikipedia.org/wiki/Hot-hand_fallacy" rel="nofollow">fallacy</a> to believe that a person is "hot" when really their behavior is expected by random fluctuations in performance.</p>

<p>Is there any research that indicates hot-streaks are real? If so, is there a known psychological basis? (For example, does confidence in one's ability actually improve performance?)</p>

<social-psychology><performance><sport-psychology>
Are hot-streaks in athletics real, and if so, is there a known psychological basis?
Josh
# Are hot-streaks in athletics real, and if so, is there a known psychological basis?

(Asked by: username_0 on 2014-06-11)

It is common to refer to an athlete who is enjoying a sustained period of success (e.g. a long consecutive game hitting streak in baseball) as being "hot", suggesting that something about their physical or psychological state is different.

However, hitting streaks and other sustained periods of success are bound to happen just by random chance. Therefore, it might be a [fallacy](http://en.wikipedia.org/wiki/Hot-hand_fallacy) to believe that a person is "hot" when really their behavior is expected by random fluctuations in performance.

Is there any research that indicates hot-streaks are real? If so, is there a known psychological basis? (For example, does confidence in one's ability actually improve performance?)

**Tags:** social-psychology, performance, sport-psychology


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## 2 answers

### Answer by username_1 on 2014-06-11. Score: 5

Andrew Gelman has [blogged](http://andrewgelman.com/2014/03/11/myth-myth-myth-hot-hand/) and [published](http://www.stat.columbia.edu/~gelman/research/published/bayes_management.pdf) about the "hot hand" phenomenon from a statistical perspective. His statistical perspective is probably fairly authoritative, and his psychological perspective, at least in being very inclusive, not implausible. His basic idea is the following:

* Previous wins are very *unlikely* to have *no* effect on future performance.
* Previous wins (or losses) are likely to have some, albeit probably small, effect.
  + For example, a player's performance could decrease, maybe due to overconfidence
  + A player's performance could increase, for example, due to increase confidence
* Rather than asking if there is any "hot hand" effect at all, the better question is: of what kind is this effect?

In the sense of the latter, the existing studies are actually fairly homogenous: they all argue for a small to marginal effect, on the order of a few percentage points or less. So the idea that the "hot hand" effect is a small and highly variable phenomenon is supported both by a priori reasoning, and by the bulk of the data.

Beyond that, [Gilovich, Vallone, and Tversky (1985)](http://psych.cornell.edu/sites/default/files/Gilo.Vallone.Tversky.pdf) have demonstrated that people reliably over detect "hot hands"; we see patterns in near-random variance that aren't really there. Moreover, combining what we know about our perception of the "hot hand", and our statistical knowledge about it, we can establish one more fact: very often, when you think you're observing a "hot hand", you're wrong. This is because the effect size for the "hot hand" appears very small, so small that it is statistically questionable, and if even repeated statistical analyses have trouble establishing its size, we can be sure that the naked eye will not be able to reliably identify it in an individual case.

All this is an example of the debate between *null hypothesis testing* versus *parameter estimation* statistics. From the perspective of null hypothesis testing, we consider plausible that the effect might be truly zero, or something else, and zero is our null hypotheses. From the perspective of parameter estimation, we are interested in what the effect actually is, and it being precisely zero is rather unlikely to begin with.

Thus, I believe it justified to say this about the "hot hand" effect:

* It exists, in some form or other.
* It is likely small, and highly variable (sometimes positive, sometimes close to zero, sometimes even negative).
* Whenever you think you see it, you probably don't.


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### Answer by username_2 on 2014-06-12. Score: 3

@username_1 is correct: from a statistical point of view, this "hot hand" effect is often an illusion, produced by our own faulty statistical intuitions.
However, this isn't the whole story - even if we overestimate it, performance does systematically vary over time.

Most of the work on this, or at least most of the work I know, has been in the **Positive Psychology** tradition. **Flow** ([Csikszentmihalyi, 1990](http://books.google.co.uk/books?id=V9KrQgAACAAJ&redir_esc=y), see also [this scanned book chapter](http://myweb.stedwards.edu/michaelo/2349/paper1/ConceptOfFlow.pdf)), in this literature, is a positive state complete absorption, where task demands, available resources, and a whole lot of other factors, reach an optimal balance for enjoyable, high-level performance ([wikipedia](http://en.wikipedia.org/wiki/Flow_%28psychology%29) covers this as well as anywhere else).

How this applies to sport should be obvious (and is presumably quite well covered in [this book](http://books.google.co.uk/books?hl=en&lr=&id=Jak4A8rEZawC&oi=fnd&pg=PR8&dq=psychology++flow+sport&ots=GvQzqE7paP&sig=u-QWyQYQbb22jPq_LMj7OVEF57o#v=onepage&q=psychology%20%20flow%20sport&f=false)): athletes will perform close to the peak of their abilities when in a flow state, and so this will correspond to a "hot hand" streak.


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