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13 June 2011

Brain data predicts pop song success

The brain activity of teens, recorded while they are listening to new songs, may help predict the popularity of the songs, an Emory University study suggests.

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The brain activity of teens, recorded while they are listening to new songs, may help predict the popularity of the songs, an Emory University study suggests.

"We have scientifically demonstrated that you can, to some extent, use neuroimaging in a group of people to predict cultural popularity," says Gregory Berns, a neuroeconomist and director of Emory's Centre for Neuropolicy. The results were published in the Journal of Consumer Psychology.

The study

In 2006, Berns' lab selected 120 songs from MySpace pages, all of them by relatively unknown musicians without recording contracts. Twenty-seven research subjects, aged 12 to 17, listened to the songs while their neural reactions were recorded through functional magnetic resolution imaging (fMRI). The subjects were also asked to rate each song on a scale of one to five.

The data was originally collected to study how peer pressure affects teenagers' opinions. The experiment used relatively unknown songs to try to ensure that the teens were hearing them for the first time.

Three years later, while watching "American Idol" with his two young daughters, Berns realised that one of those obscure songs had become a hit, when contestant Kris Allen started singing "Apologize" by One Republic.

"I said, 'Hey, we used that song in our study,' " Berns recalls. "It occurred to me that we had this unique data set of the brain responses of kids who listened to songs before they got popular. I started to wonder if we could have predicted that hit."

Linking sales to neural data

A comparative analysis revealed that the neural data had a statistically significant prediction rate for the popularity of the songs, as measured by their sales figures from 2007 to 2010.

"It's not quite a hit predictor," Berns cautions, "but we did find a significant correlation between the brain responses in this group of adolescents and the number of songs that were ultimately sold."

Previous studies have shown that a response in the brain's reward centres, especially the orbitofrontal cortex and ventral striatum, can predict people's individual choices – but only in those people actually receiving brain scans.

Predict cultural phenomenon

The Emory study enters new territory. The results suggest it may be possible to use brain responses from a group of people to predict cultural phenomenon across a population – even in people who are not actually scanned.

The "accidental discovery", as Berns describes it, has limitations. The study included only 27 subjects, and they were all teenagers, who make up only about 20% of music buyers.

The majority of the songs used in the study were flops, with negligible sales. And only three of the songs went on to meet the industry criteria for a certified hit of more than 500,000 unit sales, including albums that had the song as a track and digital downloads.

"When we plotted the data on a graph, we found a 'sweet spot' for sales of 20,000 units," Berns said. The brain responses could predict about one-third of the songs that would eventually go on to sell more than 20,000 units.

Clear data for flops

The data was even clearer for the flops: About 90% of the songs that drew a mostly weak response from the neural reward centre of the teens went on to sell fewer than 20,000 units.

Another interesting twist: When the research subjects were asked to rate the songs on a scale of one to five, their answers did not correlate with future sales of the songs.

That result may be due to the complicated cognitive process involved in rating something, Berns theorises. "You have to stop and think, and your thoughts may be coloured by whatever biases you have, and how you feel about revealing your preferences to a researcher."

On the other hand, "you really can't fake the brain responses while you're listening to the song," he says. "That taps into a raw reaction."

The pop music experiment is merely "a baby step", Berns says. As a leader in the nascent field of neuroeconomics, he is interested in larger questions of how our understanding of the brain can explain human decision-making. Among his current projects is a study of sacred values, and their potential for triggering violent conflict.

"My long-term goal is to understand cultural phenomena and trends," Berns says. "I want to know where ideas come from, and why some of them become popular and others don't. It's ideas and the way that we think that determines the course of human history. Ultimately, I'm trying to predict history." - EurekAlert!

 
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