Researchers at Temple University’s Fox School of Business have identified an area of the brain that can significantly better predict the success of TV advertising.
Professors Angelika Dimoka, Paul A. Pavlou and Vinod Venkatraman led the research study at Temple’s Center for Neural Decision Making at the Fox School of Business. The research team received a $286,000 research grant from the Advertising Research Foundation (ARF), a non-profit group that provided TV ads from major sponsor companies in the consumer-goods, financial, technology, travel, and pharmaceutical industries.. The study sought to understand whether measures obtained in the lab when a small number of consumers watched these TV ads can predict the success of these ads in terms of increasing sales in the market.
Their research paper recently has been accepted for publication in the Journal for Marketing Research, a top marketing journal. They completed the study in collaboration with researchers from New York University, Duke University and the University of California, Los Angeles, who analyzed available sales and success data from the TV ads.
Fox School’s research team evaluated the responses of more than 300 participants to television advertisements using eight distinct methods: traditional surveys; implicit measures; eye tracking; heart rate; skin conductance; breathing; and brain activity, as measured by fMRI (functional Magnetic Resonance Imaging) and EEG (electroencephalography).
“This is the first study to relate individual-level measures in the lab to market-level behavior,” said Venkatraman, lead author and Assistant Professor of Marketing. “We show that physiological and brain responses to a 30-second TV advertisement can provide reliable markers for evaluating its actual success in the market.”
“Based on our research and findings, from all seven neurophysiological methods, brain data collected using fMRI, were the most predictive,” added Angelika Dimoka, Director of the Center for Neural Decision Making, and an Associate Professor of Marketing. Specifically, we are able to show that activation in an area of the brain known as the ventral striatum, the reward center of the brain, can predict a TV ad success. The higher the activation in the ventral striatum, the higher the success of the TV ad. Nobody has ever been able to make such a linkage.”
The findings suggest that a key to a successful TV ad, Venkatraman noted, is the ability to increase the desirability of the product featured in the TV ad – a construct that is difficult to measure through the use of traditional, self-reported measures.
“A researcher might ask a test participant, more traditionally, ‘Do you like this ad? Are you likely to purchase this product?’” said Pavlou, Fox School’s Associate Dean of Research and Chief Research Officer. “While subjective measures like traditional questionnaires can still predict the success of TV advertising, the use of neurophysiological measures, especially fMRI, can almost double the power of our prediction.”
Dimoka, Pavlou and Venkatraman began their research December 2012, after meeting ARF officials at the second Interdisciplinary Symposium on Decision Neuroscience, spo nsored and hosted by the Fox School of Business. They concluded their testing and research six months later.
The way a brain functions has been a source of human curiosity throughout time. Over the past few decades, researchers have used a number of neuroscience methods including functional magnetic resonance imaging (fMRI) as a means to achieve a more-thorough understanding of how a human brain works.
The Center for Neural Decision Making (CNDM) at Temple University’s Fox School of Business has been at the forefront of this area, with research focused on integrating information from different methodologies to better understand human decision making.
Prior to the Academy of Management annual meeting, held in Philadelphia, the CNDM co-hosted a workshop with the Technology and Innovation Management group at MTEC, ETH Zurich on July 31 at Temple University. The workshop, titled, “Defining a Role for Neuroscience in Strategic Management,” provided a forum for leading researchers in the field of management to explore the use of methods in cognitive neuroscience in their research., by including both practical demonstration of some methods and presentations about designing and analyzing fMRI studies.
“There’s a lot of potential to improve our fMRI training methods and expand on our current practices. I want to help improve our teaching methodology and explain why it is that we use fMRI,” said Dr. Daniella Laureiro-Martinez, of ETH Zurich. Laureiro-Martinez made the conference’s first presentation, which included discussions about how to design an fMRI study and work within the limitations of the scanning environment.
“People often underestimate the nuances of designing an fMRI experiment,” said Dr. Vinod Venkatraman, an Assistant Professor of Marketing at the Fox School of Business and Associate Director of the CNDM. “When dealing with neurophysiological signals, it becomes increasingly difficult to block out the noise and focus on the desired signals. A good experimental design is one that eliminates most prejudices unrelated to the task of primary interest. Because conducting an experiment using fMRI technology is expensive and timely, having a good experiment design could prevent wasting time or money on ineffective studies.”
Despite the fact that fMRI technology has come a long way since its first use in the 1990s, there are improvements that can be made. Crucially, discussions in the conference focused on how these developments can be used to inform research in other areas like strategic management. Discussions also centered on ethical considerations and consequences of neuroscience experiments for managers.
The CNDM team and the Fox School of Business aim to be at the forefront of the area of applied neuroscience, extending findings from basic neuroscience to more applied areas in Business. They are continuing to find new ways to improve how to make study results more palatable and how more can be learned about the human brain and consumer behavior. The ultimate goal is to expand their work in the industry, helping companies understand how and why you would do a study on the human brain.
“Hopefully our future holds more fruitful collaborations with corporations and industry partners, taking our academic knowledge and studies and applying it to their practical use,” said Khoi Vo, Senior Research Associate at the Center for Neural Decision Making. “We hope to provide them with the necessary data, as well as the education and tools to understand and apply it to real-world decisions.”
The 4th Annual Interdisciplinary Symposium on Decision Neuroscience (ISDN) was held at Stanford University in California June 6-7, marking the conference’s first West Coast appearance. Temple University and the Fox School of Business, home to the first three ISDN conferences, was once again the key sponsor for the event.
The conference organizing committee included Drs. Angelika Dimoka and Vinod Venkatraman from Temple University, Dr. Uma Karmarkar from Harvard University, Dr. Baba Shiv from Stanford University, and Dr. Carolyn Yoon from University of Michigan.
A conference specifically catered to researchers and academics interested in decision neuroscience had not existed prior to 2009. That’s when Dr. Dimoka worked with contacts from similar research backgrounds to host the first Interdisciplinary Symposium on Decision Neuroscience.
With a well-attended and successful inaugural conference, organizers decided to host the event annually. Attendees of the ISDN conference included practitioners, researchers and academics across the neuroscience spectrum. The conference offered an opportunity to discuss study results and the best practices in their research work, as well as how to apply their results to clients and practitioners.
The ISDN is unique and aimed at a niche audience. The conference differs from a typical academic conference, at which faculty members simply present their research and receive feedback from other members.
“We invite practitioners to attend, because they are the people who translate the academic findings into solutions for real-world problems and business clients,” said Dr. Venkatraman, assistant professor of Marketing at the Fox School of Business, and co-organizer of the ISDN conferences. “We want practitioners and academic researchers to interact and network at the event, opening up opportunities for fruitful collaborations. The ISDN symposium is also a perfect opportunity for researchers and students interested in the decision neuroscience field to present their recent research findings and receive valuable feedback, as well as to network and form new research partnerships.”
Khoi Vo, a senior research associate at the Center for Neural Decision Making at Temple University, networked with practitioners during the ISDN conference, and discussed potential collaborative research work. Vo presented a paper during the conference on a research project that involved measuring the success of Super Bowl advertisements based on the activity of a consumer’s brain, using results found through fMRI studies.
“Part of my effort at the Center is to foster collaborative efforts with practitioners who are also interested in studying consumer decision making,” Vo said. “From our collaborations with industry, we have generated rich data sets that can provide valuable insights in this field. Though, it will be a challenge to integrate sensitive trade knowledge from industry with our data sets in peer-reviewed publications. Currently, we are in discussions to write up the results for the Super Bowl study.”
Vo also discussed the unique atmosphere of the conference.
“It was fascinating to see the potential research opportunities between academics and practitioners with respect to the research presented at the Symposium,” he said. “For the Super Bowl study that I co-presented with our industry collaborator, we received useful feedback from both academics and practitioners alike. More importantly, both groups were intrigued by our results and impressed that we did not make overstatements with these results. Overall, hearing positive feedback from leading academics and practitioners about our research was a great validation of not only our capabilities and efforts, but also of future collaborations.”
SangSuk Yoon, a Fox School of Business PhD student who works as a research assistant in the Center for Neural Decision Making, has attended the ISDN conference the past two years. Yoon presented a study he had completed with Dr. Venkatraman and Vo, in which they investigated the influences of aging on risky choices and its impact on decision-making.
“We received feedback from researchers in a variety of fields such as psychology, economics, business, and so on, which we’re taking into consideration to continue to develop our study further,” Yoon said.
Yoon, who recently attended an annual psychology conference of a larger scale, said the intimate size of the ISDN allowed for greater discussion.
“The psychology conference is relatively large, and although it allowed me to see studies from diverse fields, I barely had a chance to talk to any of the presenters,” he said. “At the ISDN conference I was able to discuss and share ideas with world-renowned presenters throughout the two days.”
– Diana David