Opinion



By Steven D. Levitt July 21, 2007, 10:14 am

I Think I Know What Justin Wolfers Is Doing Today

News reports yesterday say the FBI is investigating an NBA referee who allegedly bet on games that he was calling.

This is a perfect problem for an economist to answer with data, and the obvious man for the job is Justin Wolfers, who has written papers on NBA referees and on point shaving in basketball!

Message to Justin: Freakonomics blog readers expect to be the first to know when you’ve analyzed the data.


7 Comments

  1. 1. July 21, 2007 11:06 am Link

    But note the last words, and only footnote, of the cited article: “While referees may also be corruptible, they are not vested in either the favorite or underdog winning and, thus, are unlikely to be the source of the systematic patterns previously identified.” A player can shave in only one direction, a referee in either. That makes the pattern-spotting analysis much more difficult. Perhaps not impossible, but difficult.

    — Ken D.
  2. 2. July 21, 2007 12:19 pm Link

    Ha nice, my friends and I were just saying this this morning. Wolfers is doing some of the most interesting work out there today in my opinion.

    — F. Chakra
  3. 3. July 21, 2007 1:33 pm Link

    We’re is the data he uses? I think this would be a good (but challenging) exercise for student econometricians.

    — 58saavedra
  4. 4. July 21, 2007 1:47 pm Link

    I look forward to Justin Wolfers analysis and insights on this interesting issue. Inspired by his previous work, I have spent the past year collecting and analyzing NBA game data. Based on my analysis, the data suggest a persistent inefficiency in the NBA betting market, which can be explained by point shaving. This recent revelation regarding a referee is consistent with the data.

    My analysis is presented in my recently completed senior economics thesis at Stanford University posted here: http://www.stanford.edu/~jmg52/

    — jgibbs
  5. 5. July 21, 2007 3:19 pm Link

    Jonathan Gibbs wrote: “Particularly, the strategies of betting against all favorites of 10 or more points and betting against all favorites of 12.5 or more points reject a fair bet at the 5% significance level … Additionally, a major point, untouched in this examination, is that point shaving is consistently attributed to players, while coaches and referees are no less principal characters in basketball games and could be equally culpable. Further research could study substitution patterns and infractions called to test if, instead, coaches or referees are willfully affecting the final margins of games.”

    http://www.stanford.edu/~jmg52/NBA%20Analysis/JGibbs%20NBA%20Analysis.pdf

    — Kent
  6. 6. July 21, 2007 3:20 pm Link

    Jonathan Gibbs wrote: “Particularly, the strategies of betting against all favorites of 10 or more points and betting against all favorites of 12.5 or more points reject a fair bet at the 5% significance level … Additionally, a major point, untouched in this examination, is that point shaving is consistently attributed to players, while coaches and referees are no less principal characters in basketball games and could be equally culpable. Further research could study substitution patterns and infractions called to test if, instead, coaches or referees are willfully affecting the final margins of games.”

    — Kent
  7. 7. July 23, 2007 2:24 pm Link

    To post #1. Everything I’ve read indicates that the any cheating would happen on over/under bets. The ref can fairly easily influence a game by calling more fouls and thus stopping the clock and letting points accrue at a greater rate via the free throw line.

    — chappy8

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About Freakonomics

Stephen J. Dubner is an author and journalist who lives in New York City.

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Steven D. Levitt is a professor of economics at the University of Chicago.

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Their book Freakonomics has sold 3 million copies worldwide. This blog, begun in 2005, is meant to keep the conversation going. Recurring guest bloggers include Ian Ayres, Jessica Hagy, Daniel Hamermesh, Sudhir Venkatesh, and Justin Wolfers.

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Dubner was first published at age 11 in Highlights magazine -- which, in honor of its 60th anniversary, has just recognized him as a “Highlights Kid” who went on to become a professional writer, as Dubner puts it: "for better or worse."

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