The study helps explain a distinctly human mechanism of cognition, said the lead researchers at Brown University, and could be applied to studying and treating reward-seeking or punishment-avoidance conditions such as addiction or obsessive-compulsive disorder.
Despite how we've evolved, life doesn't always encourage acting to gain reward or freezing to avoid punishment. Sometimes we must restrain ourselves to gain a reward (baseball batters can get on base by not swinging at bad pitches), or take action to avoid a penalty (tax cheats can come forward during amnesties). Acting counter to our ingrained "Pavlovian" biases is a matter of the brain recognizing the conflict between the rational course of action and the instinct.
"We have suggested that more advanced brain mechanisms in the prefrontal are needed to exert cognitive control over behavior in these circumstances," said Michael Frank, the paper's senior author and an Associate Professor of Cognitive, Linguistic and Psychological Sciences at Brown. "This study provides evidence that temporally-specific brain activity within the prefrontal cortex is related to this ability, both between and within individuals."
Human vs. bias
That brain activity could be measured and quantified as theta brainwaves. Brown postdoctoral researcher James Cavanagh led the research in which he recruited 34 people to play a custom-designed computer game while wearing EEG scalp monitors.
The game involved four scenarios, all reinforced by putting a little real money on the line: the instinctual scenarios of clicking for a reward, and not clicking to avoid a penalty; and the trickier scenarios of clicking to avoid penalty and not clicking to gain a reward.
Over many rounds, players tried to learn what to do when presented with one of four distinct symbols, each of which corresponded to a different scenario.
Cavanagh programmed the scenarios to usually, but not always, reward the proper behavior. For this reason, people had to pay attention to what was likely, rather than merely memorize a simple, reliable pattern.
Cavanagh and his co-authors measured how well people learned the proper action for each scenario. With the advantage of instinct, almost everyone learned to click for a reward. Most people also managed to learn to not click to avoid penalty, and even managed in similar numbers to click to avoid penalty. Like the chickens, however, significantly fewer people could restrain themselves in order to gain a reward.
Those who were bad at overcoming one Pavlovian bias were much more likely to fail at the other.
While the subjects were playing the game, the experimenters also measured theta brainwave activity in each subject's prefrontal cortex, for instance at the exact moment they saw the distinct symbols of the tasks.
The main idea of the study was to correlate the subjects' theta brain activity during the tasks with their ability to overcome ingrained bias when appropriate. Sure enough, the subject's ability to repress Pavlovian bias was predicted by the enhancement of theta during the trials when the bias was unwanted, compared to when it provided proper guidance.
"Some people are really good at it, and some are not, and we were able to predict that from their brain activity," Cavanagh said.
This was not only true when comparing individual subjects, but also when comparing the subjects to themselves at different times (e.g. some subjects' abilities wavered from task to task and the theta varied right along with that).
Many psychological factors could have confounded the results - differential sensitivity to gains and losses, for example - but Cavanagh and Frank controlled for those with the help of a sophisticated computer model that accounts for, and statistically disentangles, the relationship of bias and theta from those other influences.
Our better nature
All of the study subjects were screened to ensure they were psychiatrically healthy. In these subjects, the study results not only confirmed that people harbor the ingrained biases, but differ in their ability to overcome them. Frank said the variations likely come from innate and situational factors. Evidence suggests that the degree of ingrained bias may have genetic and neurological roots, he said, but can also vary within the same individual based on factors such as fatigue or stress.
For people with psychiatric disorders, Cavanagh said, the predictive value of measurable theta activity for behavioral patterns could become an important tool for diagnosis and predicting treatment outcomes.
Frank, who is affiliated with the Brown Institute for Brain Science, added that the lab has begun studying whether people can improve behavior by purposely modulating theta activity. If so, that could lead to a therapy for addiction.
"We are beginning studies that allow us to safely manipulate activity in specific frequencies like theta in the frontal cortex which will allow us to assess the causal role these signals may be playing," he said.
It's not easy to work against primal intuition, but people have the ability and now researchers know how that's reflected in brains.
"This tells us a lot about the neurobiology of why we're special," Cavanagh said.