The Black-White Thing: Racial Biases in NBA Scouting Comparisons

The following is a guest post on the Hardwood Paroxysm Basketball Network by Will Garcia. It was originally posted on Hardwood Paroxysm. Here’s a little about Will:

I’m just a dude who wishes he could dunk. Instead, I can kinda work an Excel spreadsheet. Follow me @WillTheHoopsGuy or shoot me an e-mail at willthehoopsguy (at) gmail.com to talk shop!

Enjoy! -Ed.

racial biases

Mandatory Credit: Kelley L Cox-USA TODAY Sports

“Knows [his] limitations and doesn’t make a ton of mistakes … Plays with a lot of energy … Good motor … Has interesting role-playing potential.”

via Miles Plumlee | NBADraft.net

If this description of Miles Plumlee somehow managed to fit in “scrappy,” “gym rat,” “team defense,” and “offensive awareness,” it may have been the whitest description of a basketball player to ever grace a scouting report.

This isn’t a knock on Tyler Ingle, who wrote the report in 2012. He definitely did his job well in describing Plumlee. He doesn’t make many mistakes, has a good motor, and is a solid role player.

This is more of a knock on myself, who read that and thought, “So…he’s a white guy.”

Racially-coded language has long been a problem in American professional sports, as Alex Diamond’s scarily-good-for-a-Bachelor’s-thesis “The Construction of Race in Professional Basketball” points out. The framing of white athletes as ‘skilled and fundamentally sound, despite a lack of physical tools’ and black athletes as ‘athletically superior, but lacking in intangibles and skills’ began as a coping mechanism for racist white sports fans to be able to reconcile the performance of black athletes in the early 1900s (p. 11-12).

These stereotypes came to a head in the early 1980s, with Larry Bird, Kevin McHale and the predominately white Boston Celtics playing a ‘smart, fundamentally sound, highly-skilled’ brand of basketball against Magic Johnson, Kareem Abdul-Jabbar and the flashy, fast-paced, and predominately black “Showtime” Los Angeles Lakers. As Diamond argues, the way that these teams and players were viewed fit hand-in-hand with the time period’s views of race (p. 23).

Of course, these constructions were largely BS.

The “Showtime” Lakers won with skill and by being a team of basketball braniacs. Pat Riley is an established genius of a coach, Michael Cooper and Byron Scott both wound up securing head coaching gigs, and Kareem is the go-to guy that today’s big men (like Dwight, Joakim Noah, and Roy Hibbert) see to improve their games.

As for Magic, the guy literally wrote the book released the DVD series on fundamentals.

Photo courtesy of Brand A Productions and Fundamentals of Basketball, LLC

Photo courtesy of Brand A Productions and Fundamentals of Basketball, LLC

In Boston, the Celtics were arguably playing faster than their West Coast counterparts, shooting more field goals and free throws than the Lakers during the 1984-85 season.

The “white guy, smart guy, black guy, fast guy” myth was so pervasive that it was able to be reinforced using teams and players who proved it wrong. And it hasn’t gone anywhere; even today, players are viewed though a racial lens before they step foot on an NBA court.

Photos courtesy of Al Tielemans (left) and Lane Stewart (right) of Sports Illustrated

Photos courtesy of Al Tielemans (left) and Lane Stewart (right) of Sports Illustrated

Ethnic distribution of player comparisons

I wanted to take an objective look at how race and racial biases affect the perception of NBA prospects. To do this, I began by looking at player comparisons from 565 scouting reports of prospects drafted between 2005 and 2011 from two major scouting websites. I took note of the race/ethnicity, continent, and career average win shares of both the prospects and the players they were compared to.

Unsurprisingly, white guys (n=60) were compared to white guys:


White European guys (n=43) were compared to white European guys:


Alarmingly, black American NBA draft prospects (n=397) were compared to other black American players at a 96% clip!


These findings show that player comparisons are drawn along racial lines for all groups of prospects. Indeed, the “eye-test” unfortunately takes into account the way that players look.

But are the comparisons valid?

The relationship between comparison accuracy and race

To see if the accuracy of player comparisons was skewed along racial lines, Ian Levy from Nylon Calculus (formerly Hickory-High) graciously let me use his Similarity Scores, an awesome database that compares the college production of draft prospects from 2010-2014 to the college production of NBA players and assigns a score based on how similarly they performed. For a rough guideline, 1000 is the maximum score (literally identical production, age, and size), 800 or so is meh, and 667 is Kelly Olynyk-John Wall.


Out of 98 player comparisons for black NCAA players and 10 comparisons for white NCAA players, the similarity scores were similarly OK. Keeping in mind the small sample size of white prospect comparisons, it’s difficult to say if the slight advantage of white player comparisons is indicative of any long-term trends, but it’s encouraging that the two aren’t that far apart and that both numbers indicate that the player comparisons aren’t entirely baseless.


Similarly, there was almost no disparity between how much black American (n=377) and white American (n=55) prospects were outperformed by their comparisons according to Basketball-Reference’s version of the popular win shares metric. Both groups averaged about 1.7 fewer win shares per season than their supposed basketball doppelgangers, with white European prospects (n=33) clocking in slightly worse at about 2.5.

(Funnily enough, when I removed instances of European big men getting compared to Dirk, they fell right in line with everybody else at 1.7. Scouts, cut the Dirk comps. Please.)

Up to this point, we’ve established that race definitely plays a role in how players are perceived and that player comparisons are somewhat accurate, if overzealous, ways to see how a player may perform in the NBA.

But we haven’t answered the big question.

Is there merit to basketball’s racially-charged stereotypes?

To tackle this question, we first need to look at the relationship between race, height, and sports.

Screen Shot 2014-08-29 at 10.57.51 AM

An area of note that doesn’t get brought up in conversations of race and basketball is the fact that white players are disproportionately power forwards and centers, whereas black players are underrepresented at center and more likely to be guards and wings.

This may be due to a funneling effect that pushes average-sized white athletes away from basketball. As this Pew study indicates, two-thirds of black Americans name either football or basketball as their favorite sport. For white citizens, however, getting to two-thirds takes football, basketball, baseball, and NASCAR, and that’s not even counting other white-dominated sports like hockey, golf, and tennis.

A 6’3”, 200 lb white athlete is more likely to be on a baseball field, auto track, tennis court, hockey rink, or golf course than his black peer, and because of the way these sports are played, being average-sized is a good thing.

But if you’re 6’11”, it doesn’t matter what color you are—your abnormally large butt is getting on that basketball court whether you like it or not. Athletically, it’s about all you’re good for.

And it’s a huge advantage; as Bill Marsh notes in the New York Times, one in seven American 7-footers play in the NBA. With odds like that and a lack of other options that make sense for their body type, it’s not surprising that white big men are blocking dunks and layups instead of defensive lines or slapshots.

The positional disparities between white and black players are important to take note of because they impart statistical differences for the groups as a whole. I was a bit shocked when I saw how much white players were outrebounding black players on average, and vice versa with assist numbers.

Of course, once we control for position (in this case, PFs and Cs are the only positions with a large enough sample size both ways to draw any sort of conclusions from), we find that the players score very similarly, albeit with differences in midrange (16 ft. to 3pt. line) and free throw shooting.


The shooting differences may be explained by the relatively small (n=35) sample of white bigs having more than its fair share of knockdown shooters. With a sample size that can be easily skewed by three or four more great shooters than average, having Matt Bonner, Steve Novak, Ryan Anderson, Luke Babbit, Josh McRoberts, Matt Bonner, Kelly Olynyk, Spencer Hawes, Jon Leuer, Ryan Kelly, and Kevin Love in the sample obviously played a big role in the differences we see. Out of a mere 35 players, it’s not that unlikely that there are three or four more elite shooters in this group than there probably “should” be.

Alternatively, the disparity in shooting could be seen as a stereotype threat against black players. A stereotype threat is a situation that puts people in a situation where, if they perform poorly, they confirm harmful stereotypes about their ethnicity, sex, gender, sexual orientation, or other demographic group. Unsurprisingly, it carries over to athletics. As a study from Princeton and the University of Arizona shows, white students performed worse at golf when it was framed as “a diagnostic of ‘natural athletic ability’” whereas black students underperformed when it was called a “diagnostic of ‘sports intelligence.’”

If shooting is framed as a thing that “white guys are better at” (which, let’s not kid ourselves, it totally is), then black players face a stereotype threat when they shoot perimeter jump shots. This could lead to a decrease in performance.

One other interesting thing of note is that black and white big men rebounded virtually identically, proving the “good-motored white guy” stereotype as a myth.

Speaking of myths, arguably the biggest racial myth in basketball is that “white men can’t jump”.

It’s just as false as every other racial myth we’ve encountered thus far.


Using NBA Draft Combine data from Draft-Express, we see that black (n=211) and white (n=45) big men performed almost identically in every drill.

Concluding thoughts

Race and basketball have a relationship that is founded on falsehoods and rooted in a time period defined by bigotry, but still partially reflects the way we feel about blackness, whiteness, and the role masculinity plays between both groups. Like the very concept of race itself, the pillars supporting the notion that basketball is a game inherently divided by race are demonstrably false.

Unfortunately, the attitudes and outlook reinforced by this “racial common sense” don’t rely on truth for their continued existence. Instead, they survive by going unchallenged and being passively accepted.

Our ability as a game (and as a society) to give people the respect they deserve for their talents, efforts, and hard work depends on this changing.


  • David Roberts

    Okay, is it just me that finds it ironic / hilarious that the author misidentified the actual Plumlee brother that made the US World Cup team, which is MASON Plumlee?

    • Will Garcia

      Hah, yeah! I screwed that up.

      To be fair, a Plumlee is a Plumlee is a Plumlee. At least I didn’t confuse him with Marshall!

      • Sam Vecenie

        I would have been so happy if you would have confused him with Marshall.

  • Newmarket_Brian

    It’s FanSided’s editor in Toronto checking in. Well done!

    • Will Garcia

      Thanks a bunch, Brian! Glad to hear you enjoyed it.

  • Old Bill Collins

    Statistical numbers from small samples may suggest correlation in NBA decisions but I doubt that any NBA decisions are based on anything other than worthiness of merit and character. Genetics and cultural skill development certainly affect outcomes but teams choose the best players for their situations. There is no story in those bushes.