The human brain learns two ways -- either through avoidance learning, which trains the brain to avoid committing a mistake, or through reward-based learning, a reinforcing process that occurs when someone gets the right answer. Scientists have found that making a mistake can feel rewarding, though, if the brain is given the opportunity to learn from its mistakes and assess its options.
Many political leaders, scientists, educators and parents believe that failure is the best teacher.
Scientists have long understood that the brain has two ways of learning. One is avoidance learning, which is a punishing, negative experience that trains the brain to avoid repeating mistakes. The other is reward-based learning, a positive, reinforcing experience in which the brain feels rewarded for reaching the right answer.
A new MRI study by USC and a group of international researchers has found that having the opportunity to learn from failure can turn it into a positive experience -- if the brain has a chance to learn from its mistakes.
"We show that, in certain circumstances, when we get enough information to contextualize the choices, then our brain essentially reaches towards the reinforcement mechanism, instead of turning toward avoidance," said Giorgio Coricelli, a USC Dornsife associate professor of economics and psychology.
For the study, researchers engaged 28 subjects, each around 26 years old, in a series of questions that challenged them to maximize their gains by providing the right answers. If they chose a wrong answer, they lost money, while right answers helped them earn money.
One trial prompted their brains to respond to getting the wrong answer with avoidance learning. A second trial prompted a reward-based learning reaction, and a third but separate trial tested whether participants had learned from their mistakes, allowing them to review and understand what they got wrong.
In that third round, the participants responded positively, activating areas in their brains that some scientists call the "reward circuit" -- or the "ventral striatum." This experience mimicked the brain's reward-based learning response -- as opposed to an avoidance-learning response, an experience that involves different parts of the brain that together comprise the "anterior insula."
Coricelli said this process is similar to what the brain experiences when feeling regret: "With regret, for instance, if you have done something wrong, then you might change your behavior in the future," he said.
Coricelli conducted the study with scientists from the University College London, the French Institute for Robotics and Intelligent Systems, the French Institute of Health and Medical Research, and the French National Center for Scientific Research. The findings were published on Aug. 25 in the journal Nature Communications.