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Is it a Fallacy to Believe in the Hot Hand in the NBA Three-Point Contest?

<!DOCTYPE html> <HTML lang="en"> <HEAD> <TITLE>Is it a Fallacy to Believe in the Hot Hand in the NBA Three-Point Contest?</TITLE> <meta charset="utf-8"> <meta http-equiv="X-UA-Compatible" content="IE=edge"> <meta name="viewport" content="width=device-width, initial-scale=1.0"> <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/4.0.0/css/bootstrap.min.css" integrity="sha384-Gn5384xqQ1aoWXA+058RXPxPg6fy4IWvTNh0E263XmFcJlSAwiGgFAW/dAiS6JXm" crossorigin="anonymous"> <link rel="stylesheet" href="/css/font-awesome.min.css"> <!-- <link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/fork-awesome@1.2.0/css/fork-awes ome.min.css" integrity="sha256-XoaMnoYC5TH6/+ihMEnospgm0J1PM/nioxbOUdnM8HY=" crossorigin="anonymous">--> <!-- <link rel="stylesheet" href="https://site-assets.fontawesome.com/releases/v6.2.0/css/all.css" />--> <link href="/css/normalnew.css" rel="stylesheet" type="text/css"/> <link href="/css/pushy.css" rel="stylesheet" type="text/css"/> <link rel="icon" type="image.jpg" href="/favicon.ico"> <!--[if lte IE 9]> <script src="/css/html5shiv.min.js"></script> <script src="/css/respond.min.js"></script> <![endif]--> <script type='text/javascript'> var captchaContainer = null; var loadCaptcha = function() { captchaContainer = grecaptcha.render('captcha_container', { 'sitekey' : '6LdQebIaAAAAACSKxvbloyrkQ_q-MqhOAGgD5PQV', 'callback' : function(response) { console.log(response); } }); }; </script> <META NAME="handle" CONTENT="RePEc:igi:igierp:548"><META NAME="description" CONTENT="Downloadable! The hot hand fallacy refers to a belief in the atypical clustering of successes in sequential outcomes when there is none. It has long been considered a massive and widespread cognitive illusion with important implications in economics and Finance. The strongest evidence in support of the fallacy remains that from the canonical domain of basketball, where the widespread belief in the existence of hot hand shooting, among expert players and coaches, has been found to have no evidential basis (Gilovich, Vallone, and Tversky 1985). A prominent exhibit of the fallacy is Koehler and Conley (2003)'s study of the NBA Three-Point Contest (1994-1997), a setting which is viewed as ideal for a test of the hot hand (Thaler and Sunstein 2008). In this setting, despite the well-known beliefs of players, coaches, and fans alike, Koehler and Conley and no evidence of hot hand shooting. In the present study, we collect 29 years of shooting data from television broadcasts of the NBA Three-Point Contest (1986-2015), and apply a statistical approach developed in Miller and Sanjurjo (2014), which is more powered, contains an improved set of statistical measures, and corrects for a substantial downward bias in previous estimates of the hot hand effect. In contrast with previous studies, but consistent with Miller and Sanjurjo (2014)'s recent Finding of substantial hot hand shooting in all previous controlled shooting studies (including that from the original study of Gilovich, Vallone, and Tversky), we and substantial evidence of hot hand shooting in the NBA Three-Point Contest. This leaves little doubt that the hot hand not only exists, but actually occurs regularly. Thus, belief in the hot hand, in principle, is not a fallacy. JEL Classification Numbers: C12; C14; C91; C93; D03. Keywords: Hot Hand Fallacy; Hot Hand Effect."> <META NAME="keywords" CONTENT=" hot hand fallacy; hot hand effect."> <META NAME="jel_code" CONTENT="C12; ; C14; ; C91; ; C93; ; D03"> <META NAME="author" CONTENT="Joshua B. Miller & Adam Sanjurjo"> <META NAME="author_shortid" CONTENT="pmi476"> <META NAME="title" CONTENT="Is it a Fallacy to Believe in the Hot Hand in the NBA Three-Point Contest?"> <META NAME="download" CONTENT="1"> <META NAME="freedownload" CONTENT="1"> <META NAME="date" CONTENT="2015-02-02"> <META NAME="citation_publication_date" CONTENT="2015"> <META NAME="citation_authors" content="Joshua B. Miller; Adam Sanjurjo"> <META NAME="citation_title" content="Is it a Fallacy to Believe in the Hot Hand in the NBA Three-Point Contest?"> <META NAME="citation_abstract" content="The hot hand fallacy refers to a belief in the atypical clustering of successes in sequential outcomes when there is none. It has long been considered a massive and widespread cognitive illusion with important implications in economics and Finance. The strongest evidence in support of the fallacy remains that from the canonical domain of basketball, where the widespread belief in the existence of hot hand shooting, among expert players and coaches, has been found to have no evidential basis (Gilovich, Vallone, and Tversky 1985). A prominent exhibit of the fallacy is Koehler and Conley (2003)'s study of the NBA Three-Point Contest (1994-1997), a setting which is viewed as ideal for a test of the hot hand (Thaler and Sunstein 2008). In this setting, despite the well-known beliefs of players, coaches, and fans alike, Koehler and Conley and no evidence of hot hand shooting. In the present study, we collect 29 years of shooting data from television broadcasts of the NBA Three-Point Contest (1986-2015), and apply a statistical approach developed in Miller and Sanjurjo (2014), which is more powered, contains an improved set of statistical measures, and corrects for a substantial downward bias in previous estimates of the hot hand effect. In contrast with previous studies, but consistent with Miller and Sanjurjo (2014)'s recent Finding of substantial hot hand shooting in all previous controlled shooting studies (including that from the original study of Gilovich, Vallone, and Tversky), we and substantial evidence of hot hand shooting in the NBA Three-Point Contest. This leaves little doubt that the hot hand not only exists, but actually occurs regularly. Thus, belief in the hot hand, in principle, is not a fallacy. JEL Classification Numbers: C12; C14; C91; C93; D03. Keywords: Hot Hand Fallacy; Hot Hand Effect."> <META NAME="citation_publisher" content="IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University"> <META NAME="citation_journal_title" content="Working Papers"> <META NAME="citation_keywords" content=" hot hand fallacy; hot hand effect."> <META NAME="citation_abstract_html_url" content="https://ideas.repec.org/p/igi/igierp/548.html"> <META NAME="citation_abstract_pdf_url" content="https://ideas.repec.org/p/igi/igierp/548.html"> <META NAME="redif-type" content="paper"> <META NAME="citation_type" content="redif-paper"> <META NAME="citation_technical_report_number" content="548"> <META NAME="citation_year" content="2015"> <META NAME="twitter:card" content="summary_large_image"> <META NAME="twitter:site" content="@repec_org"> <META NAME="twitter:title" content="Is it a Fallacy to Believe in the Hot Hand in the NBA Three-Point Cont"> <META NAME="twitter:description" content="The hot hand fallacy refers to a belief in the atypical clustering of successes in sequential outcomes when there is none. It has long been considered a massive and widespread cognitive illusion with "> <META NAME="twitter:image" content="https://ideas.repec.org/cgi-bin/twimage.cgi?p&igi:igierp:548"> <META PROPERTY="og:type" content="article"> <META PROPERTY="og:title" content="Is it a Fallacy to Believe in the Hot Hand in the NBA Three-"> <META PROPERTY="og:description" content="The hot hand fallacy refers to a belief in the atypical clustering of successes in sequential outcomes when there is none. It has long been considered a massive and widespread cognitive illusion with "> <META PROPERTY="og:url" content="https://ideas.repec.org//p/igi/igierp/548.html"> <META PROPERTY="og:image" content="https://ideas.repec.org/cgi-bin/twimage.cgi?p&igi:igierp:548"> <script type="application/ld+json"> { "@context": "http://schema.org", "@graph": [ { "@id": "#periodical", "@type": "Periodical", "name": "Working Papers", "publisher": "IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University", "url": "https://ideas.repec.org/s/igi/igierp.html", "requiresSubscription": "false" }, { "@id": "#number", "@type": "PublicationIssue", "datePublished": "2015", "issueNumber": "548" }, { "@id": "#article", "@type": "ScholarlyArticle", "name": "Is it a Fallacy to Believe in the Hot Hand in the NBA Three-Point Contest?", "url": "https://ideas.repec.org//p/igi/igierp/548.html", "description": "The hot hand fallacy refers to a belief in the atypical clustering of successes in sequential outcomes when there is none. It has long been considered a massive and widespread cognitive illusion with important implications in economics and Finance. The strongest evidence in support of the fallacy remains that from the canonical domain of basketball, where the widespread belief in the existence of hot hand shooting, among expert players and coaches, has been found to have no evidential basis (Gilovich, Vallone, and Tversky 1985). A prominent exhibit of the fallacy is Koehler and Conley (2003)'s study of the NBA Three-Point Contest (1994-1997), a setting which is viewed as ideal for a test of the hot hand (Thaler and Sunstein 2008). In this setting, despite the well-known beliefs of players, coaches, and fans alike, Koehler and Conley and no evidence of hot hand shooting. In the present study, we collect 29 years of shooting data from television broadcasts of the NBA Three-Point Contest (1986-2015), and apply a statistical approach developed in Miller and Sanjurjo (2014), which is more powered, contains an improved set of statistical measures, and corrects for a substantial downward bias in previous estimates of the hot hand effect. In contrast with previous studies, but consistent with Miller and Sanjurjo (2014)'s recent Finding of substantial hot hand shooting in all previous controlled shooting studies (including that from the original study of Gilovich, Vallone, and Tversky), we and substantial evidence of hot hand shooting in the NBA Three-Point Contest. This leaves little doubt that the hot hand not only exists, but actually occurs regularly. Thus, belief in the hot hand, in principle, is not a fallacy. JEL Classification Numbers: C12; C14; C91; C93; D03. Keywords: Hot Hand Fallacy; Hot Hand Effect.", "keywords": " hot hand fallacy; hot hand effect.", "author": "Joshua B. Miller & Adam Sanjurjo", "isPartOf": [ { "@id": "#periodical" }, { "@id": "#number" } ] } ] } </script> </HEAD><BODY><!-- Google tag (gtag.js) --> <script async src="https://www.googletagmanager.com/gtag/js?id=G-G63YGSJVZ7"></script> <script> window.dataLayer = window.dataLayer || []; function gtag(){dataLayer.push(arguments);} gtag('js', new Date()); gtag('config', 'G-G63YGSJVZ7'); </script> <div class="container"> <div id="header" class="row"> <nav class="navbar navbar-collapse navbar-expand-md" role="navigation"> <a class="navbar-brand" href="/"> <img width="125" src="/ideas4.jpg" border="0" alt="IDEAS home"> </a> <button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#mobilesearch" aria-controls="mobilesearch" aria-expanded="false" aria-label="Toggle navigation"> <span class="navbar-toggler-icon"><i class="fa fa-search"></i></span> </button> <div class="collapse" id="mobilesearch"> <div class="form-inline"> <form method="GET" action="/cgi-bin/htsearch2" 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document.getElementById("response").innerHTML = xhttp.responseText; } </script><span id="response"></span> </div> </div> <div id="content-block"> <div id="title"> <h1>Is it a Fallacy to Believe in the Hot Hand in the NBA Three-Point Contest?</h1></div> <div> <ul class="nav nav-pills" id="myTab" role="tablist"> <li class="nav-item"> <a class="nav-link active" id="author-abstract-tab" data-toggle="tab" href="#author-abstract" role="tab" aria-controls="author-abstract" aria-selected="true">Author & abstract</a> </li> <li class="nav-item"> <a class="nav-link download-tab" id="download-tab" data-toggle="tab" href="#download" role="tab" aria-controls="download" aria-selected="false">Download</a> </li> <li class="nav-item"> <a class="nav-link" id="refs-tab" data-toggle="tab" href="#refs" role="tab" aria-controls="refs" aria-selected="false">27 References</a> </li> <li class="nav-item"> <a class="nav-link" id="cites-tab" data-toggle="tab" href="#cites" role="tab" aria-controls="cites" aria-selected="false">6 Citations</a> </li> <li class="nav-item"> <a class="nav-link" id="mrel-tab" data-toggle="tab" href="#mrel" role="tab" aria-controls="mrel" aria-selected="false">Most related</a> </li> <li class="nav-item"> <a class="nav-link" id="more-tab" data-toggle="tab" href="#more" role="tab" aria-controls="more" aria-selected="false">Related works & more</a> </li> <!-- Placeholder usernotes pill--> <li class="nav-item"> <a class="nav-link" id="correct-tab" data-toggle="tab" href="#correct" role="tab" aria-controls="correct" aria-selected="false">Corrections</a> </li> </ul> <div class="tab-content" id="myTabContent"> <div class="tab-pane fade show active" id="author-abstract" role="tabpanel" aria-labelledby="author-abstract-tab"> <h2>Author</h2> <div id="author-body"> <div id="authortable"> <div id="listed-authors">Listed: <ul id="authorlist"><li class="authorname">Joshua B. Miller</li> <li class="authorname">Adam Sanjurjo</li> </ul></div><div id="registered-authors"> <a href="https://authors.repec.org/">Registered:</a> <ul id="authorregistered"><li><a href="/f/pmi476.html">Joshua Benjamin Miller </A> <i class="fa fa-twitter fa-lg" style="color:#3cf"></i></li> </ul> </div> </div> </div> <h2 style="clear:left">Abstract</h2><div id="abstract-body">The hot hand fallacy refers to a belief in the atypical clustering of successes in sequential outcomes when there is none. It has long been considered a massive and widespread cognitive illusion with important implications in economics and Finance. The strongest evidence in support of the fallacy remains that from the canonical domain of basketball, where the widespread belief in the existence of hot hand shooting, among expert players and coaches, has been found to have no evidential basis (Gilovich, Vallone, and Tversky 1985). A prominent exhibit of the fallacy is Koehler and Conley (2003)'s study of the NBA Three-Point Contest (1994-1997), a setting which is viewed as ideal for a test of the hot hand (Thaler and Sunstein 2008). In this setting, despite the well-known beliefs of players, coaches, and fans alike, Koehler and Conley and no evidence of hot hand shooting. In the present study, we collect 29 years of shooting data from television broadcasts of the NBA Three-Point Contest (1986-2015), and apply a statistical approach developed in Miller and Sanjurjo (2014), which is more powered, contains an improved set of statistical measures, and corrects for a substantial downward bias in previous estimates of the hot hand effect. In contrast with previous studies, but consistent with Miller and Sanjurjo (2014)'s recent Finding of substantial hot hand shooting in all previous controlled shooting studies (including that from the original study of Gilovich, Vallone, and Tversky), we and substantial evidence of hot hand shooting in the NBA Three-Point Contest. This leaves little doubt that the hot hand not only exists, but actually occurs regularly. Thus, belief in the hot hand, in principle, is not a fallacy. JEL Classification Numbers: C12; C14; C91; C93; D03. Keywords: Hot Hand Fallacy; Hot Hand Effect.</div> <h2>Suggested Citation</h2> <div id="biblio-body"> <LI class="list-group-item downfree"> Joshua B. Miller & Adam Sanjurjo, 2015. 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An Empirical Evaluation</A></B>," <A HREF="/s/bla/jfinan.html">Journal of Finance</A>, American Finance Association, vol. 65(1), pages 217-255, February. <div class="otherversion"><UL> <LI class="list-group-item downfree"> Ravi Jagannathan & Alexey Malakhov & Dmitry Novikov, 2006. "<B><A HREF="/p/nbr/nberwo/12015.html">Do Hot Hands Exist Among Hedge Fund Managers? An Empirical Evaluation</A></B>," <A HREF="/s/nbr/nberwo.html">NBER Working Papers</A> 12015, National Bureau of Economic Research, Inc. </UL></div> <LI class="list-group-item downfree"> Jeremy Arkes, 2013. "<B><A HREF="/a/sae/jospec/v14y2013i4p401-410.html">Misses in “Hot Hand†Research</A></B>," <A HREF="/s/sae/jospec.html">Journal of Sports Economics</A>, , vol. 14(4), pages 401-410, August. <LI class="list-group-item downfree"> Gur Yaari & Shmuel Eisenmann, 2011. "<B><A HREF="/a/plo/pone00/0024532.html">The Hot (Invisible?) 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"<B><A HREF="/a/ucp/jnlbus/v72y1999i4p493-521.html">Identifying Investor Sentiment from Price Paths: The Case of Football Betting</A></B>," <A HREF="/s/ucp/jnlbus.html">The Journal of Business</A>, University of Chicago Press, vol. 72(4), pages 493-521, October. <LI class="list-group-item downfree"> Tal Neiman & Yonatan Loewenstein, 2011. "<B><A HREF="/p/huj/dispap/dp593.html">Reinforcement learning in professional basketball players</A></B>," <A HREF="/s/huj/dispap.html">Discussion Paper Series</A> dp593, The Federmann Center for the Study of Rationality, the Hebrew University, Jerusalem. <LI class="list-group-item downfree"> Gregory R. Durham & Michael G. Hertzel & J. Spencer Martin, 2005. "<B><A HREF="/a/bla/jfinan/v60y2005i5p2551-2569.html">The Market Impact of Trends and Sequences in Performance: New Evidence</A></B>," <A HREF="/s/bla/jfinan.html">Journal of Finance</A>, American Finance Association, vol. 60(5), pages 2551-2569, October. </ol> <A TARGET="_blank" HREF="http://citec.repec.org/cgi-bin/get_data.pl?h=RePEc:igi:igierp:548&o=all"><B>Full references</B> <i class="fa fa-external-link"></i></A> (including those not matched with items on IDEAS)<P> </div> <div class="tab-pane fade" id="cites" role="tabpanel" aria-labelledby="cites-tab"> <H2>Citations</H2> Citations are extracted by the <A HREF="http://citec.repec.org/">CitEc Project</A>, subscribe to its <A HREF="http://citec.repec.org/cgi-bin/rss.pl?h=RePEc:igi:igierp:548">RSS feed</A> for this item. <form method="post" action="/cgi-bin/refs.cgi" enctype="multipart/form-data" target="refs" class="form-inline" role="form" style="margin-bottom: 10px;"> <input type="hidden" name="handle" value="repec:wsi:wsbook:10751#repec:nbr:nberwo:26510#repec:spr:jesaex:v:2:y:2016:i:1:d:10.1007_s40881-016-0023-9#repec:inn:wpaper:2013-04#repec:sae:jospec:v:22:y:2021:i:6:p:639-677#repec:osf:osfxxx:pj79r#repec:eee:jeborg:v:117:y:2015:i:c:p:327-339"> <div class="pull-left" style="padding-right: 2px;"> <input type="submit" class="btn btn-default fa" name="ref" value="Export citations &#xf08e;"> as </div> <div class="col-xs-8" style="padding-left: 0;"> <select name="output" size="1"> <option value="0">HTML</option> <option value="0.5">HTML with abstract</option> <option value="1">plain text</option> <option value="1.5">plain text with abstract</option> <option value="2">BibTeX</option> <option value="3">RIS (EndNote, RefMan, ProCite)</option> <option value="4">ReDIF</option> <option value="6">JSON</option> </select> </div> </form><P> <BR><B>Cited by:</B><ol class="list-group"><LI class="list-group-item downgate"> Silvia Bou & Jordi Brandts & Magda Cayón & Pablo Guillén, 2016. "<B><A HREF="/a/spr/jesaex/v2y2016i1d10.1007_s40881-016-0023-9.html">The price of luck: paying for the hot hand of others</A></B>," <A HREF="/s/spr/jesaex.html">Journal of the Economic Science Association</A>, Springer;Economic Science Association, vol. 2(1), pages 60-72, May. <LI class="list-group-item downfree"> Miller, Joshua Benjamin & Sanjurjo, Adam, 2018. "<B><A HREF="/p/osf/osfxxx/pj79r.html">A Cold Shower for the Hot Hand Fallacy: Robust Evidence that Belief in the Hot Hand is Justified</A></B>," <A HREF="/s/osf/osfxxx.html">OSF Preprints</A> pj79r, Center for Open Science. <LI class="list-group-item downfree"> Robert M. Lantis & Erik T. Nesson, 2019. "<B><A HREF="/p/nbr/nberwo/26510.html">Hot Shots: An Analysis of the ‘Hot Hand’ in NBA Field Goal and Free Throw Shooting</A></B>," <A HREF="/s/nbr/nberwo.html">NBER Working Papers</A> 26510, National Bureau of Economic Research, Inc. <LI class="list-group-item downgate"> Stöckl, Thomas & Huber, Jürgen & Kirchler, Michael & Lindner, Florian, 2015. "<B><A HREF="/a/eee/jeborg/v117y2015icp327-339.html">Hot hand and gambler's fallacy in teams: Evidence from investment experiments</A></B>," <A HREF="/s/eee/jeborg.html">Journal of Economic Behavior & Organization</A>, Elsevier, vol. 117(C), pages 327-339. <div class="otherversion"><UL> <LI class="list-group-item downfree"> Thomas Stöckl & Jürgen Huber & Michael Kirchler & Florian Lindner, 2013. "<B><A HREF="/p/inn/wpaper/2013-04.html">Hot Hand and Gambler's Fallacy in Teams: Evidence from Investment Experiments</A></B>," <A HREF="/s/inn/wpaper.html">Working Papers</A> 2013-04, Faculty of Economics and Statistics, Universität Innsbruck. </UL></div> <LI class="list-group-item downfree"> Robert Lantis & Erik Nesson, 2021. "<B><A HREF="/a/sae/jospec/v22y2021i6p639-677.html">Hot Shots: An Analysis of the “Hot Hand†in NBA Field Goal and Free Throw Shooting</A></B>," <A HREF="/s/sae/jospec.html">Journal of Sports Economics</A>, , vol. 22(6), pages 639-677, August. <LI class="list-group-item downgate"> Itzhak Venezia, 2018. "<B><A HREF="/b/wsi/wsbook/10751.html">Lecture Notes in Behavioral Finance</A></B>," <A HREF="/s/wsi/wsbook.html">World Scientific Books</A>, World Scientific Publishing Co. Pte. 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