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Choosing and Using Information in Evaluation Decisions

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  • Katherine B. Coffman
  • Scott Kostyshak
  • Perihan O. Saygin

Abstract

We use a controlled experiment to study how information acquisition impacts candidate evaluations. We provide evaluators with group-level information on performance and the opportunity to acquire additional, individual-level performance information before making a final evaluation. We find that, on average, evaluators under-acquire individual-level information, leading to more stereotypical evaluations of candidates. Consistent with stereotyping, we find that (irrelevant) group-level comparisons have a significant impact on how candidates are evaluated; group-level comparisons bias initial assessments, responses to information, and final evaluations. This leads to under-recognition of talented candidates from comparatively weaker groups and over-selection of untalented candidates from comparatively stronger groups.

Suggested Citation

  • Katherine B. Coffman & Scott Kostyshak & Perihan O. Saygin, 2025. "Choosing and Using Information in Evaluation Decisions," Papers 2507.13798, arXiv.org.
  • Handle: RePEc:arx:papers:2507.13798
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