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In the NBA, ZIP Code Matters

Strickland33

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The New York Times published a really interesting study by a PhD student in Economics at Harvard that goes against a lot of stereotypes levied against the NBA and NBA players. I'd be curious to know your thoughts and I'll post some of the excerpts that I found particularly interesting below.

In the NBA, ZIP Code Matters

I recently calculated the probability of reaching the N.B.A., by race, in every county in the United States. I got data on births from the Centers for Disease Control and Prevention; data on basketball players from basketball-reference.com; and per capita income from the census. The results? Growing up in a wealthier neighborhood is a major, positive predictor of reaching the N.B.A. for both black and white men. Is this driven by sons of N.B.A. players like the Warriors’ brilliant Stephen Curry? Nope. Take them out and the result is similar.

But this tells us only where N.B.A. players began life. Can we learn more about their individual backgrounds? In the 1980s, when the majority of current N.B.A. players were born, about 25 percent of African-Americans were born to mothers under age 20; 60 percent were born to unwed mothers. I did an exhaustive search for information on the parents of the 100 top-scoring black players born in the 1980s, relying on news stories, social networks and public records. Putting all the information together, my best guess is that black N.B.A. players are about 30 percent less likely than the average black male to be born to an unmarried mother and a teenage mother.

From 1960 to 1990, nearly half of blacks were born to unmarried parents. I would estimate that during this period roughly twice as many black N.B.A. players were born to married parents as unmarried parents. In other words, for every LeBron James, there was a Michael Jordan, born to a middle-class, two-parent family in Brooklyn, and a Chris Paul, the second son of middle-class parents in Lewisville, N.C., who joined Mr. Paul on an episode of “Family Feud” in 2011.

These results push back against the stereotype of a basketball player driven by an intense desire to escape poverty. In “The Last Shot,” Darcy Frey quotes a college coach questioning whether a suburban player was “hungry enough” to compete against black kids from the ghetto. But the data suggest that on average any motivational edge in hungriness is far outweighed by the advantages of kids from higher socioeconomic classes.

What are these advantages? The first is in developing what economists call noncognitive skills like persistence, self-regulation and trust. We have grown accustomed to hearing about the importance of these qualities for success in school, but players in team sports rely on many of the same skills.

To see how poor noncognitive skills can derail a career in sports, consider the tragic tale of Doug Wrenn. Mr. Wrenn was born five years before Mr. James, also to a single mother in a poor neighborhood. He, too, was rated among the top basketball players in high school. But Mr. Wrenn, unlike Mr. James, was notoriously uncoachable and consistently in legal trouble. He was kicked off two college teams, went undrafted, bounced around lower leagues, moved in with his mother and was eventually imprisoned for assault.

The second relevant advantage of a relatively prosperous upbringing is height. The economist Robert W. Fogel has demonstrated the impact of improved early life nutrition on adult height over successive generations. Poor children in contemporary America still have substandard nutrition, holding back their development. They have higher infant mortality rates and lower average birth weights, and recent research has found that poverty in modern America inhibits height. In basketball, the importance of every inch is enormous. I estimate that each additional inch almost doubles your chances of making the N.B.A.

The N.B.A.’s changing demographics may also reflect the advantages of growing prosperity. Even casual fans will have noticed the difference the past 30 years have made: In 1980, fewer than 2 percent of N.B.A. players were foreign-born; now more than 20 percent are.

After winning his second N.B.A. championship last June, Mr. James was interviewed on television. He said: “I’m LeBron James. From Akron, Ohio. From the inner city. I am not even supposed to be here.” Twitter and other social networks erupted with criticism. How could such a supremely gifted person, identified from an absurdly young age as the future of basketball, claim to be an underdog? The more I look at the data, the more it becomes clear that Mr. James’s accomplishments are more exceptional than they appear to be at first. Anyone from a difficult environment, no matter his athletic prowess, has the odds stacked against him.

In one sense, it does a lot to undermine the "league of thugs" argument that a lot of boomers have about the NBA. On the other, there's not a lot of "science," social or otherwise here. I'm also highly skeptical of economics-based arguments.

What do y'all think?
 
Cool article, thanks for sharing. I don't necessarily want to draw conclusions from it, but definitely good food for thought.
 
Really interesting article. Thanks for sharing.
 
Thanks for sharing, Strickland. I'm curious as to which zip code he said the players were from. If a player is on basketball scholarship and is playing for a prep/private school, it does not necessarily mean they live or are from that nicer neighborhood.

Obviously I have no numbers to support/refute either way, but I'm just curious as to the overall design of the study.
 
There are many things that have changed since 1990. The internet allows coaches to find lots of players that would have slipped through the cracks. There are many, many basketball factory high schools in the past. Even by 1990, the first generation of blacks that could legally live in the suburbs of many cities was just starting to have kids. Inner-city schools are having funding problems for sports.

It's not just taking out Steph, Kobe and all the others whose fathers have played in the NBA. There are thousands more who have made tons of money playing overseas who have kids in the NBA like Otto Porter, Tony Parker and others.

The prep schools are changing the zip codes of players as well.

Players from the inner-cities trend up and down.

It's kind of interesting but not clear cut.
 
so, the stats show that successful people usually come from a strong start? no wai
 
100% of current Asian NBA players come from privileged upbringing
 
If it's advantageous for athletes to grow up in a wealthy family, then it's even more amazing how disproportionately black the NBA and NFL are.
 
Thanks for sharing, Strickland. I'm curious as to which zip code he said the players were from. If a player is on basketball scholarship and is playing for a prep/private school, it does not necessarily mean they live or are from that nicer neighborhood.

Obviously I have no numbers to support/refute either way, but I'm just curious as to the overall design of the study.

I'll do someone digging because this is a really good point. It would matter for some schools and more than others, though. Guys from NYC and Jersey prep schools in working class neighborhoods probably balance out the South Kent and Harvard-Westlake crowd, I'd imagine. I'm not at my computer right now, but West Forsyth is a much wealthier ZIP code than, say, QEA, right?

ETA: It seems like they're using hometown. Where are y'all finding that the piece uses high schools for the ZIP codes?
 
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I'll do someone digging because this is a really good point. It would matter for some schools and more than others, though. Guys from NYC and Jersey prep schools in working class neighborhoods probably balance out the South Kent and Harvard-Westlake crowd, I'd imagine. I'm not at my computer right now, but West Forsyth is a much wealthier ZIP code than, say, QEA, right?

Absolutely
 
Looking at the infographic it appears that the household income data is based on county data and not zip code data. http://www.nytimes.com/interactive/...t-to-play-pro-basketball.html?ref=sunday&_r=0

Ridiculous to try to draw any conclusions about a person's economic background from the median income of a county.

Take Dallas...the Highland Park enclave has a median HH income of $150k while the greater city has a median of $40k. Both are in Dallas county, which has a median $49k.

ETA: that's so stupid it can't possible be right, right? I mean the guy has degrees from Stanford and Harvard.
 
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Ridiculous to try to draw any conclusions about a person's economic background from the median income of a county.

Take Dallas...the Highland Park enclave has a median HH income of $150k while the greater city has a median of $40k. Both are in Dallas county, which has a median $49k.

It's weird, though. Throughout the piece he makes references to neighborhoods as the geographic unit...

I recently calculated the probability of reaching the N.B.A., by race, in every county in the United States. I got data on births from the Centers for Disease Control and Prevention; data on basketball players from basketball-reference.com; and per capita income from the census. The results? Growing up in a wealthier neighborhood is a major, positive predictor of reaching the N.B.A. for both black and white men. Is this driven by sons of N.B.A. players like the Warriors’ brilliant Stephen Curry? Nope. Take them out and the result is similar.

...and I'm not sure why one would need census data, necessarily, to figure out per capita income when there are much better data available.
 
In one sense, it does a lot to undermine the "league of thugs" argument that a lot of boomers have about the NBA. On the other, there's not a lot of "science," social or otherwise here. I'm also highly skeptical of economics-based arguments.

What do y'all think?

I didn't read the article or look into the study, but I would say that there is a decent amount of "science" going on. And as long as economics-based arguments are framed correctly and aren't used to try to prove something beyond the scope of the study, they're pretty useful. The amount of math behind all of these studies is ridiculous. The economics comes in when you finally have to make sense of a list of statistics. And I promise that the PhD candidate at Harvard considered how representative county income data is or whether family income is a legitimate influence on making it in the NBA and how big of a determinant.
 
I didn't read the article or look into the study, but I would say that there is a decent amount of "science" going on. And as long as economics-based arguments are framed correctly and aren't used to try to prove something beyond the scope of the study, they're pretty useful. The amount of math behind all of these studies is ridiculous. The economics comes in when you finally have to make sense of a list of statistics. And I promise that the PhD candidate at Harvard considered how representative county income data is or whether family income is a legitimate influence on making it in the NBA and how big of a determinant.

Not to be too much of a dick, but I would recommend reading the article and/or looking into the study first...
 
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