Nature Communications (Mar 2019)

Forming global estimates of self-performance from local confidence

  • Marion Rouault,
  • Peter Dayan,
  • Stephen M. Fleming

DOI
https://doi.org/10.1038/s41467-019-09075-3
Journal volume & issue
Vol. 10, no. 1
pp. 1 – 11

Abstract

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Human confidence tracks current performance, but little is known about the formation of ‘global’ self-performance estimates over longer timescales. Here, the authors show that people use local confidence to form global estimates, but tend to underestimate their performance when feedback is absent.