{"id":358,"date":"2012-12-19T13:57:17","date_gmt":"2012-12-19T19:57:17","guid":{"rendered":"http:\/\/67.227.157.91\/~kenpom\/wp_blog\/why-i-dont-believe-in-clutchness\/"},"modified":"2016-05-07T18:55:54","modified_gmt":"2016-05-08T00:55:54","slug":"why-i-dont-believe-in-clutchness","status":"publish","type":"post","link":"https:\/\/kenpom.com\/blog\/why-i-dont-believe-in-clutchness\/","title":{"rendered":"Why I don\u2019t believe in clutchness*"},"content":{"rendered":"<p>Sometime in the last week or two, and I seriously don\u2019t remember when, I was watching a broadcast and it was mentioned that one of the participating teams tracks how well it shoots free throws in the last five minutes. I don\u2019t think I heard an explanation of why they were doing it. It could have been for something as innocuous as a blurb in the media notes or something like that. But if it was for anything more serious then it was a waste of time. To illustrate that, let\u2019s consider the three possible things that would be learned from such efforts.<\/p>\n<p><strong>Scenario 1: Your team shoots better in clutch situations than in other situations.<\/strong> What do you do with this information? I guess you can tell your team, \u201cHey, guys, we really rise to the occasion when the game\u2019s on the line\u201d. There might be some utility in positive reinforcement.<\/p>\n<p><strong>Scenario 2: Your team shoots the same in clutch situations as in other situations.<\/strong> I suppose the reaction here would depend on your expectations. Do you think your team should be better than normal with the game on the line? If so, the response could be like the one outlined in Scenario 3.<\/p>\n<p><strong>Scenario 3: Your team shoots worse in clutch situations that other situations.<\/strong> Hmmm, maybe you could tell your team to concentrate harder. This is the most common prescription of media types. You know, when a player misses a free throw or two late in a game, and we get the \u201cyou have to make your free throws in this situation\u201d and \u201cit\u2019s all about concentration\u201d. As if the player at the line is unaware that it would have been better to make the free throws than miss them. So you tell your team to concentrate and then check back in two weeks and the results are no different, then what do you do? Tell them to concentrate harder? <\/p>\n<p>As you might imagine, I\u2019m highly skeptical there is any reason to think that data from the last five minutes has any instructional value over a team or player\u2019s overall ability to make shots. I would just offer this advice to those who do \u2013 track stats for <em>every<\/em> five-minute segment during a game and you\u2019ll get an idea of how much free-throw percentage (or any stat) can change over time for seemingly no reason at all. In this post, I\u2019ll look at this idea on the player level. But there\u2019s something to be learned from team level data as well, and I plan to get to that in a separate post.<\/p>\n<p>For instance, here\u2019s <strong>Tony Wroten<\/strong>\u2019s breakdown from last season for each five-minute period of the game. (Note: To make each player\u2019s sample big enough, I\u2019m using data from the most-frequent free-throw shooters from last season.) Wroten was not a very good shooter, making 58.3% of his attempts overall.<\/p>\n<pre>1st H  FTM-FTA  FT%\n15-20   14-28  .500\n10-15   14-29  .483\n 5-10   15-29  .517\n  0-5   21-33  .636\n2nd H\n15-20   15-25  .600\n10-15   23-30  .767\n 5-10   25-39  .641\n  0-5   27-51  .529\ncl0-5    8-15  .533\n\n<\/pre>\n<p><em>[cl0-5 includes cases in the last five minutes only where the score was within 4 points.]<\/em><\/p>\n<p>Wroten was not very good late whether the game was close or not. He also was not good early in the game when there was less on the line. Should Lorenzo Romar have told him to harness that feeling he has between the 10 and 15 minute mark? I guess you could concoct a theory where Wroten has a pressure threshold. He\u2019s good when the game is sort-of on the line, but when it\u2019s really crunch time, he cracks. But he also has a problem on the other end when there\u2019s not much on the line. So fix that, too. It really starts to sound silly when you view it in this way.<\/p>\n<p>Let\u2019s look at another high-volume free-throw shooter, but one who was really good \u2013 <strong>C.J. McCollum<\/strong>. He made 81.1% of his attempts last season. <\/p>\n<pre>1st H  FTM-FTA  FT%\n15-20    8-11  .727\n10-15   15-19  .789\n 5-10   18-23  .783\n  0-5   35-41  .854\n2nd H\n15-20   18-22  .818\n10-15   25-31  .806\n 5-10   16-21  .762\n  0-5   61-73  .836\ncl0-5   18-19  .947\n\n<\/pre>\n<p>McCollum will max out all of the character categories come draft time so it\u2019s good to see he rises to the occasion in close-and-late situations. But why is he not so good with five to ten minutes left, yet really good in the last five minutes of the first half?<\/p>\n<p>Here\u2019s <strong>Jared Cunningham<\/strong> (73.7%), who really ran hot-and-cold depending on the time left.<\/p>\n<pre>1st H  FTM-FTA  FT%\n15-20    6-7   .857\n10-15   14-19  .737\n 5-10   18-20  .900\n  0-5   16-23  .696\n2nd H\n15-20    9-17  .529\n10-15   38-48  .792\n 5-10   22-37  .595\n  0-5   70-92  .761\ncl0-5   30-45  .750\n\n<\/pre>\n<p>Cunningham finished strong, although that was following a pretty bad effort with five-to-ten minutes to go. But he was concentrating pretty hard with between five and ten minutes left in the first half. If only Jared had just kept doing that the rest of the game, he might have been a really good shooter overall.<\/p>\n<p>You\u2019re getting sleepy, so I\u2019ll end with <strong>Nate Wolters<\/strong>. Wolters went to the line 240 times and made an admirable 78.3% of his attempts.<\/p>\n<pre>1st H  FTM-FTA  FT%\n15-20    7-9   .778\n10-15   15-21  .714\n 5-10   17-18  .944\n  0-5   24-31  .774\n2nd H\n15-20   16-18  .889\n10-15   35-42  .833\n 5-10   41-46  .891\n  0-5   45-66  .682\ncl0-5    8-17  .471\n\n<\/pre>\n<p>Whoa, Nate, what\u2019s up? You appear to be mentally weak, unable to make free throws with the game on the line, and probably unable to carry out basic day-to-day tasks as well. Then again, what explains the fact that Wolters is so bad in the last five minutes but nearly automatic in the previous five minutes? He could carry the gene for Wroten Pressure Threshold Disease, or it could be that clutchness is crap. I vote for the latter*.<\/p>\n<p>The inspiration for this piece was the intro to this post by <a href=\"http:\/\/sabermetricresearch.blogspot.com\/2012\/12\/golf-and-luck.html\">Phil Birnbaum<\/a> (h\/t Brian Burke), specifically his point about an 80% free-throw shooter needing to be lucky to make a free throw. Indeed, it\u2019s true. It\u2019s also true that a 90% (or even 99%) free-thrower needs luck, too. Just less luck than the 80% shooter. Want to be a better free-throw shooter in clutch situations? Be a better free-throw shooter, period. Better shooters in general tend to be better shooters during crunch time. <\/p>\n<p>Some might say this view takes the fun out of the game, which those same people might say is the entire purpose of analytics. But let\u2019s look at it from a different perspective. If you can just make free throws in important situations by CONCENTRATING, there\u2019s less incentive to work on becoming a better shooter. Hey, Tony Wroten, stop daydreaming when the game\u2019s on the line! Just CONCENTRATE and you, too, can come through in the clutch like C.J. McCollum. It\u2019s that easy. Whereas, in the non-clutch world, your ability, achieved through a combination of natural talent and hard work, relates to your likelihood of late-game success. It\u2019s no guarantee of success though, as Wolters\u2019 ledger shows. But it requires much less good fortune for great players to succeed in those situations than it does for good players. <\/p>\n<p>I like the latter theory better, but I also think any sensible interpretation of the data shown above would lead to that determination. Sure, some guys perform better than normal in close-and-late situations. Some guys also perform better than normal in other segments of the game. Is there any reason to think Nate Wolters (89%) had special powers with between 15 and 20 minutes left in the game and Jared Cunnigham (53%) didn\u2019t? Then why do we need a reason to explain similar variation among players in the last five minutes?<\/p>\n<p>*To be clear, I do believe that players generally perform better when the outcome of the game is in doubt than when it\u2019s not. And if you want to call that clutchness, I\u2019m fine with it. However, it\u2019s a small factor in a sea of dozens of other factors that influences a player\u2019s performance in any given possession. I don\u2019t believe that a handful of special players have super-duper clutch powers.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Sometime in the last week or two, and I seriously don\u2019t remember when, I was watching a broadcast and it was mentioned that one of the participating teams tracks how well it shoots free throws in the last five minutes. I don\u2019t think I heard an explanation of why they were doing it. It could [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[29],"tags":[],"_links":{"self":[{"href":"https:\/\/kenpom.com\/blog\/wp-json\/wp\/v2\/posts\/358"}],"collection":[{"href":"https:\/\/kenpom.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/kenpom.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/kenpom.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/kenpom.com\/blog\/wp-json\/wp\/v2\/comments?post=358"}],"version-history":[{"count":1,"href":"https:\/\/kenpom.com\/blog\/wp-json\/wp\/v2\/posts\/358\/revisions"}],"predecessor-version":[{"id":1024,"href":"https:\/\/kenpom.com\/blog\/wp-json\/wp\/v2\/posts\/358\/revisions\/1024"}],"wp:attachment":[{"href":"https:\/\/kenpom.com\/blog\/wp-json\/wp\/v2\/media?parent=358"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/kenpom.com\/blog\/wp-json\/wp\/v2\/categories?post=358"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/kenpom.com\/blog\/wp-json\/wp\/v2\/tags?post=358"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}