Journal Article

Metacognitive hindsight bias

Kumar, Ragav, Ackerman, Rakefet, Bernstein, Daniel M.

2020

Overview

Hindsight bias (HB) is the tendency to see known information as obvious. We studied metacognitive hindsight bias (MC-HB)—a shift away from one’s original confidence regarding answers provided before learning the actual facts. In two experiments, participants answered general-knowledge questions in social scenarios and provided their confidence in each answer. Subsequently, they learned answers to half the questions and then recalled their initial answers and confidence. Finally, they reanswered, as a learning check. We measured confidence accuracy by calibration (over/underconfidence) and resolution (discrimination between incorrect and correct answers), expecting them to improve in hindsight. In both experiments, participants displayed robust HB and MC-HB for resolution despite attempts to recall the initial confidence in one’s answer. In Experiment 2 , promising anonymity to participants eliminated MC-HB, while social scenarios produced MC-HB for both resolution and calibration—indicative of overconfidence. Overall, our findings highlight that in social contexts, recall of confidence in hindsight is more consistent with answers’ accuracy than confidence initially was. Social scenarios differently affect HB and MC-HB, thus dissociating these two biases.

• Publisher: Springer US,Springer Nature B.V
• Subject: Accuracy / Answers / Behavioral Science and Psychology / Bias / Calibration / Cognitive Psychology / Confidence / Discrimination / Experiments / Hindsight bias / Knowledge / Learning / Medical research / Metacognition / Probability / Psychology / Social environment