I have got to start writing for scientific journals instead of our blog. The latest issue of Psychological Science – a journal of the Association for Psychological Science – features the article, “From Neural Responses to Population Behavior: Neural Focus Group Predicts Population-Level Media Effects.” The abstract of the article written by UCLA neuroscientists poses,
“Can neural responses of a small group of individuals predict the behavior of large-scale populations? In this investigation, brain activations were recorded while smokers viewed three different television campaigns promoting the National Cancer Institute’s telephone hotline to help smokers quit (1-800-QUIT-NOW). The smokers also provided self-report predictions of the campaigns’ relative effectiveness. Population measures of the success of each campaign were computed by comparing call volume to 1-800-QUIT-NOW in the month before and the month after the launch of each campaign. This approach allowed us to directly compare the predictive value of self-reports with neural predictors of message effectiveness. Neural activity in a medial prefrontal region of interest, previously associated with individual behavior change, predicted the population response, whereas self-report judgments did not. This finding suggests a novel way of connecting neural signals to population responses that has not been previously demonstrated and provides information that may be difficult to obtain otherwise.”
I think it’s great that UCLA is catching up to bloomfield knoble. We have outlined this exact process and potential impact in this very blog several times
over the past couple of years. Sorry if I sound a little bitter – I’m not – I’m just complaining. Kidding. There have been private companies promoting the same service, but when it’s done through a University, it somehow seems more correct and viable.
According to Stuart Wolpert, advertisers and public health officials may be able to access hidden wisdom in the brain to more effectively sell their products and promote health and safety, UCLA neuroscientists report in the first study to use brain data to predict how large populations will respond to advertisements. Thirty smokers who were trying to quit watched television commercials from three advertising campaigns, which all ended by showing the phone number of the National Cancer Institute’s smoking-cessation hotline. They were asked which commercials they thought would be most effective; they responded that advertising campaigns “A” and “B” would be the best and “C” would be the worst.
The UCLA researchers also consulted experts who work in the anti-smoking field and who have been involved in creating anti-smoking advertisements. These experts agreed that campaigns “A” and “B” were the best and “C” was the worst. While the smokers watched the advertisements, they underwent functional magnetic resonance imaging (fMRI) brain scans at UCLA’s Ahmanson–Lovelace Brain Mapping Center, and the neuroscientists focused on part of the medial prefrontal cortex — located in the front of the brain, between the eyebrows — a region that they have found to be especially important in previous persuasion studies.
The researchers found that activity in the medial prefrontal cortex increased much more during advertising campaign “C” than it did during campaign “A,” and somewhat more than it did during campaign “B.” “The medial prefrontal cortex predicted ‘C’ would be the best, ‘B’ would be second best and ‘A’ would be the worst — essentially the opposite of what the experts and the participants told us they thought would happen,” said the study’s senior author, Matthew Lieberman, a UCLA professor of psychology and of psychiatry and biobehavioral sciences.
“We didn’t expect how radically different people’s predictions would be from the predictions we made based on their brain activity,” said Lieberman, one of the founders of social cognitive neuroscience. “We had people telling us one thing and this brain region telling us something diametrically opposed.” Initially, Lieberman and first author Emily Falk, an assistant professor of communication studies and psychology at the University of Michigan–Ann Arbor, were concerned when they saw the results from the medial prefrontal cortex.
“We were hoping the brain data would add something to the self-reports of our participants,” Lieberman said. “Given how different they were from one another, we were afraid our brain data might not end up predicting the real-world outcomes at all.”
A few months later, after the advertisements had been broadcast, the authors received the call-volume data from the National Cancer Institute’s 1-800-QUIT-NOW hotline. They compared the number of people who called the hotline the month before and the month after each of the advertising campaigns was run. All three advertising campaigns were successful in increasing the number of phone calls to the hotline. Campaign “A” more than doubled the number of calls, “B” increased the number of calls more than ten-fold and “C” boosted the number of calls a remarkable thirty-fold. (The advertisements were shown in Michigan, Massachusetts and Louisiana.)
Activity in the medial prefrontal cortex predicted which ads persuaded more people to call the hotline significantly better than the smokers’ own thoughts about how successful the ads would be. What are the implications for the advertising industry, which often relies, at least partly, on unscientific focus groups? “If people are making decisions based on what focus groups tell them, here’s an important brain region saying, ‘No, spend your money a different way,'” Lieberman said. “If I were deciding on an advertising campaign, I would want to know which ads are activating this region the most — that is where I would want to spend my money.”
This new research represents “the first thing you could call a neural focus group,” Lieberman said. One reason focus groups can be misleading, he said, is that people often do not know what motivates their own behavior. “Our brain is built to generate reasons for our actions,” Lieberman said, “and we think the reasons we come up with must be true. We believe our own reasons with an intensity that is out of proportion to their accuracy. In this study, we are bypassing people’s self-reports and getting at a form of hidden wisdom in the brain.
“We wanted to determine what kind of brain activity serves as the catalyst between people seeing a message and whether they actually change their behavior,” he said. “This is the region we identified. We have tested it multiple times, and each time, it has been successful.” John Wanamaker, a 19th-century U.S. department store pioneer, famously said he wasted half the money he spent on advertising, but “the trouble is I don’t know which half.” Many people since Wanamaker have hoped to predict which advertising campaigns will succeed or fail before committing their advertising dollars. “We’re too late for Wanamaker, but now we have a method for figuring out which ads will succeed,” Lieberman said.
The 30 smokers in the study were between the ages of 28 and 69; half were female. Brain regions associated with thinking analytically have not been consistently associated with whether people change their behavior in these studies, Lieberman said. The medial prefrontal cortex is associated not with analytical thinking but with self-reflection — thinking about our own identity as well as what we like and do not like. “Persuasive advertising seems to be about getting to people’s hearts and their identity,” Lieberman said. “We are just at the beginning of this line of research. There are many more questions than answers, but the initial results have been promising.”
In research Lieberman and Falk published in the Journal of Neuroscience in 2010, greater activity in the same medial prefrontal region was predictive of who would increase their sunscreen usage after seeing persuasive messages about daily sunscreen use. “We knew from prior studies that this brain region predicted people’s behavior change in response to a persuasive message,” Lieberman said. With the new study, Lieberman and his colleagues wanted to know whether they could predict not only people’s own behavior but use these brain responses to predict how effective advertisements would be throughout the country.
Persuasion research has many applications, Lieberman noted, “including how teachers can communicate better so their students won’t tune out and how doctors can convince patients to stick to their instructions. We all use persuasion in some form or another every day.” Elliot Berkman, a former UCLA graduate student of psychology in Lieberman’s laboratory who is currently an assistant professor of psychology at the University of Oregon, was a co-author of this new study. Falk earned her UCLA doctorate in psychology, conducting research in Lieberman’s laboratory, in 2010.
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