Oklahoma City's Kevin Durant (left) gets off a shot with San Antonios Tim Duncan in his face. A team of researchers say that by accounting for shot difficulty, they  were able to prove that the "hot hand" exists. (Ronald Martinez/Getty Images)

Oklahoma City’s Kevin Durant (left) gets off a shot over San Antonio’s Tim Duncan. A team of researchers say that by accounting for shot difficulty, they were able to prove that the “hot hand” exists. (Ronald Martinez/Getty Images)

Most basketball players and fans believe in the hot hand, but in the cold, hard world of statistical analysis the idea has long been dismissed. Now, a new study claims to have uncovered proof that the hot hand is real.

How The “Hot Hand” Was First Debunked 

For players and fans, the hot hand is a mystical tenet of the basketball faith. The idea is this: when players make a couple of shots in a row they can get hot and when they do – look out – because that next shot’s going in for sure. But in 1985, three researchers from Cornell and Stanford universities – led by Thomas Gilovich — studied shooting by NBA and college players. They also considered people’s common misperceptions about chance. The conclusion? The hot hand is a myth.

“When you make two or three in a row and then you have a ‘heat-check,’ if that goes in, you got the hot hand.”
– Golden State Warriors guard Stephen Curry
Their paper has since been widely cited in both sports and non-sports contexts. For decades, statisticians and scientists have been telling hot-hand believers to chill out. But in 2013, Harvard University students Andrew Bocskocsky, John Ezekowitz and Carolyn Stein decided to revisit the hot hand.

“People have this idea, ‘Oh, he made four shots in a row? He cannot miss this fifth one.’ And I think we’re all in agreement that that’s just not true,” Stein said. “But when you talk to players and you tell them, ‘Yeah, you just made four shots in a row, but that happens by chance and you’re no more likely to make this fifth shot,’ they can’t believe that.”

Hot Hand Supporters

Despite scientific evidence, players kept believing and the hot hand’s place in pop culture kept growing. In the mid-1990s, the arcade and video game NBA Jam made its debut and quickly became a phenomenon. In physics-defying, full-court, two-on-two action, players who get on a roll then “heat up.” Then if they score again, they’re “on fire” and literally can’t miss for a set period of time. A few years ago, EA Sports released an update called “NBA Jam: On Fire Edition.”

The Original NBA Jam

Idan Ravin is a trainer who works with NBA players including superstars LeBron James, Kobe Bryant, and newly crowned MVP Kevin Durant. Ravin just published a book about his work titled The Hoops Whisperer: On the Court and Inside the Heads of Basketball’s Best Players.

“The amazing guys, they believe that their miss is better than your make,” Ravin said. “If I missed my shot, it’s not because of anything in my mechanics. Maybe because the rim is tilted. They’re so incredibly confident in themselves that something else must be wrong because they missed.”

Ravin says he believes in the hot hand, but to him the process is more important than the result.

“Basketball is a game of imperfection, right? Fifty percent from [two-point range] is considered good, 40 percent from three is considered good, and 80 percent from the [foul] line is considered good. So, the game is filled with imperfections,” Ravin said. “I never focus on the make or the miss. I focus on everything in between.”

Golden State Warriors guard Stephen Curry is also one of Ravin’s clients. The All-Star has led the NBA in three-point attempts and makes for two consecutive seasons. And Curry is a big believer in the hot hand.

“Figure when you make two or three in a row, and then you have a ‘heat-check,’ if that goes in you got the hot hand,” Curry told Only A Game. “I’ve had it plenty of times and you know when it’s going right.”

But Curry says it’s not as simple as throwing up a shot to see if you’re really hot.

“It’s a combination of you feeling good, making shots, but also you finding good shoots. That’s a harder thing to do when teams know you’re feelin’ it,” he said. “So, kind of a lot variables go into it, but you definitely know when all you need is just a good look at the rim and it’s going in.”

New Technology, New Hot-Hand Research

Curry’s point – that making shots makes you take tougher shots and in turn, attract tougher defense – is the thesis behind the new research done by Bocskocsky, Ezekowitz and Stein. The project began last year in their final semester at Harvard and continued long after graduation. The group studied more than 83,000 NBA shots from the 2012-13 season using data collected by SportVU – a product owned by the company Stats.

Based on an Israeli missle-tracking system, SportVU’s cameras record the location of the ball and players throughout the game. Ezekowitz says it’s a mountain of data.

“And so what that allows us to see is where every player on the court is and where the ball is every 25th of a second,” Ezekowitz said.

Just to be clear, that’s the location of 10 players and the ball, recorded 25 times per second.

“So, on a very, very short time interval, we can know exactly what the game situation is,” Ezekowitz added.

Ezekeowitz also moonlighted as an analytics consultant for the Phoenix Suns during college. He says SportVU’s in-depth player tracking data allowed the researchers to determine the level of shot difficulty.

“OK, the defender in this shot was three feet away and he was 15 degrees off the center line between you and the basket. Or he was right in your face, he was one foot away and right in between you,” Ezekowitz said. “We can also marry that with the regular play-by-play to understand: Is this the fourth quarter in a tie ballgame with a minute left? Is this a high-pressure shot? Or is the fourth quarter in a blowout?”

Hot Findings

In the end, the co-authors found that when accounting for shot difficulty and other factors, the hot hand does exist. But the heat is more candle than forest fire. When players are in the zone, their shooting percentage goes up 1.2 to 2.4 percent the next time they pull the trigger.

The group presented its work at the MIT Sloan Sports Analytics Conference in Boston in March. Carolyn Stein says the findings don’t mean the 1985 paper on the hot hand fallacy is wrong.

“It’s not black. It’s not white. It’s gray. We think it exists. Is it this huge, he-can’t-miss thing? We don’t think that’s true either.”

And whether they’re heating up or cooling off, it’ll be a cold day in a very warm place when NBA players let a few misses keep them from looking for their next chance to score.