יום ראשון, 26 במאי 2019

NBA recruitment bias


The NBA season is over and we are in the middle of an exciting playoff. On June 24th the NBA will announce the winners of the individual awards, among them the Rookie of the Year award (ROY) that is awarded to an outstanding first-year player. One of the leading candidates this year is Luca Duncic.
Luca Duncic is averaging 21 points, almost 8 rebounds and 6 assists per game. Those are exceptionally rare numbers that are no worse (if not better) than Lebron James' rookie season. Luca was chosen in the final draft in third place and opinions about his pick number in the draft were mixed.
On one hand, he is an experienced player who started his adult career at age 15-16 in a leading Euro league team. He was a key player in Real Madrid, and by the end of his fourth and final season he was a superstar with impressive stats. At age 18 he played a major role in winning the EuroBasket (European national championship) with the Slovenian team.
On the other hand, NBA teams have always viewed young Europeans with some suspicion, valuing their experience less than NCAA players. Drazen Petrovic and Vlada Divac, two former Yugoslav basketball stars, who came to the league as winners of European national titles and European team titles, were ranked low in the NBA draft (60 and 26, respectively), despite the fact that Petrovich was considered the European Michael Jordan and Divac was one of the smartest centers who ever played.
NBA teams constantly search for any way to gain advantage over their rivals and are considered early adopters of sports technologies and statistics-based approaches to improving results. Despite this, they still have not overcome their bias when evaluating experience that is from outside the US, which is to their disadvantage.
Similar bias in the recruitment process exists in the workplace. Google and other companies have already realized a few years ago (on the basis of research) that academic institutions and grades have limited ability to predict success in the workplace beyond the first two years. In fact, a long study by Hunter & Schmidt examined the variables that can help predict success at work (an elusive concept in itself) and found that the GMA test (GMAT, SAT, IQ) has the best ability to predict job performance.
It can be seen from the above graph that interviews of any kind, peer rating, job knowledge tests, and even just biographical data are all better predictors of job performance than candidates grades.
Organizations can no longer afford to pass up on an experienced candidate just because they lack an academic education, studied at a college and not at a university, or did not graduate with honors. In a competitive market, companies must be creative in increasing the number of recruitment sourcesReducing the number of recruitment sources harms the ability of a company to create diversity that brings new ideas, and to a certain extent such behavior degenerates the organization.
Leading companies that ostensibly could recruit only leading candidates with high average scores from specific academic institutions are already leading the trend of waiving these limitations in the recruitment process, and hopefully more companies will follow.


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