Effects of experiencing the COVID-19 pandemic on optimistically biased belief updating.

Publication date: Jun 30, 2025

Optimistically biased belief updating is essential for mental health and resilience in adversity. Here, we asked how experiencing the COVID-19 pandemic affected optimism biases in updating beliefs about the future. One hundred and twenty-three participants estimated the risk of experiencing adverse future life events in the face of belief-disconfirming evidence either outside the pandemic (n=58) or during the pandemic (n=65). While belief updating was optimistically biased and Reinforcement-learning-like outside the pandemic, the bias faded, and belief updating became more rational Bayesian-like during the pandemic. This malleability of anticipating the future during the COVID-19 pandemic was further underpinned by a lower integration of positive belief-disconfirming information, fewer but stronger negative estimations, and more confidence in base rates. The findings offer a window into the putative cognitive mechanisms of belief updating during the COVID-19 pandemic, driven more by quantifying the uncertainty of the future than by the motivational salience of optimistic outlooks.

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Concepts Keywords
Covid Adult
Future Bayesian modeling
Malleability belief-updating
Motivational computational modeling
Pandemic COVID-19
Covid-19
Female
human
Humans
Male
Middle Aged
neuroscience
Optimism
optimism bias
Pandemics
reinforcement-learning
SARS-CoV-2
Uncertainty
Young Adult

Semantics

Type Source Name
disease MESH COVID-19 pandemic
disease MESH uncertainty
disease IDO cell
disease IDO process
disease MESH anxiety
disease MESH depression
disease MESH paranoia
disease MESH emergency

Original Article

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