麻豆村

Do people learn from their failures? In a new study, researchers examined the high-stakes field of cardiothoracic surgery to assess the relationship between individuals鈥� experiences with failures and the learning outcomes associated with them. The study found that individuals reach a threshold at which they stop learning from their failures and that this threshold is higher for surgeons with a higher perceived ability to learn.

Conducted by researchers at 麻豆村 and Clark University, the is published in the .

Individual learning is an important foundation of organizational learning, and individuals鈥� own experiences of failure have been highlighted as important sources of individual learning. But studies on this issue have yielded starkly contrasting findings and provided different theories to explain the results. Theoretically, it is unlikely that failures trigger only processes conducive to learning and not those that prevent learning, and vice versa. Rather, these processes likely coexist but vary in their relative strengths, with one dominating the other under certain conditions.

鈥淯nderstanding this dynamic process is crucial to predicting more effectively how a particular failure affects learning,鈥� said , associate professor of organizational theory and strategy at Carnegie Mellon鈥檚 Tepper School of Business, who coauthored the study. 鈥淭his understanding becomes especially important in contexts where failures carry high stakes, such as patient-care settings.鈥�

Researchers developed existing theories on the effect of individuals鈥� own failures on their learning. They also proposed and tested a theoretical model on individual learning from failure that considers the effects of individuals鈥� opportunity, motivation, and perceived ability to learn from their failures. They used data on more than 300 California-based cardiothoracic surgeons who performed coronary artery bypass graft (CABG) surgeries in 133 hospitals between 2003 and 2018. Failure was defined as patient deaths resulting from CABG surgeries, and individual learning was captured through improvements in surgeons鈥� performance after such experiences.

Surgeons鈥� performance increased as a function of their accumulated failures up to a point, then declined, the study found. The findings suggest that accumulating one鈥檚 own failures triggers forces that both increase the opportunity to learn and decrease the motivation to learn, and that learning depends on which force dominates.

The inflection point came later (i.e., at higher levels of accumulated failures) for surgeons who were hypothesized to have higher perceived abilities to learn鈥攖hose with elite training, certified expertise, and specializations in patient care. These individuals鈥� higher level of perceived ability to learn likely resulted in stronger motivation to learn and thus, reduced their vulnerability to negative emotions and attribution biases 鈥� which is the tendency to attribute outcomes to personal traits rather than situational conditions 聽鈥� associated with repeated failures.

鈥淥ur findings suggest that not all experiences necessarily lead to learning, and that repeated failures can have both beneficial and harmful impacts on individuals鈥� learning processes,鈥� explained Jisoo Park, assistant professor of management at Clark University鈥檚 School of Management, who coauthored the study. 鈥淭herefore, both impacts must be considered simultaneously to understand and improve individuals鈥� performance.鈥�

Because learning by individuals affects organizational learning, the study has implications for organizational design, especially in hiring and training. Organizations can improve performance by hiring employees who are more resilient to repeated failures or by training them to become so, the authors suggest.

Among the study鈥檚 limitations, the authors note that because they studied cardiac surgeons, for whom failure involved patient deaths, the negative emotions triggered by these failures or the likelihood of attribution biases were likely larger than they would be for individuals in organizations in which the stakes are lower. In addition, the study involved situations where repeated failures were sometimes beyond individuals鈥� control, which might have made those individuals more likely to attribute their failures to external causes, especially as failures accumulated.

The study was supported by the Center for Organizational Learning, Innovation and Knowledge at the Tepper School.