JOURNAL ARTICLE

Memory, Retrieved Context, and Bias in Management Earnings Forecasts.

  • Published In: Management Science (INFORMS), 2026, v. 72, n. 3. P. 2451 1 of 3

  • Database: Business Source Ultimate 2 of 3

  • Authored By: Koo, David S.; Wang, Isabel Yanyan; Wu, Shuting 3 of 3

Abstract

This article investigates how the retrieval of memories related to economic recessions influences the bias in management earnings forecasts, using the 2008 financial crisis as a natural trigger for memory recall. Analyzing 3,678 annual earnings forecasts issued by 466 U.S. CEOs from 2002 to 2018, the study finds that CEOs with more long-term memories of leading firms through past recessions and those experiencing more intense recent memories of local unemployment during the crisis embed greater pessimism in their forecasts after 2008. The findings support psychological theories including the retrieved-context theory, availability heuristic, and recency effect, and show that this increased pessimism typically lasts about three years before returning to pre-crisis levels, particularly among CEOs with more recession experience. Additional analyses suggest that memory retrieval does not affect forecast accuracy but is associated with reduced forecast frequency, and that the effects are more pronounced for CEOs with lower managerial ability and those managing more complex firms.

Additional Information

  • Source:Management Science (INFORMS). 2026/03, Vol. 72, Issue 3, p2451
  • Document Type:Article
  • Subject Area:Health and Medicine
  • Publication Date:2026
  • ISSN:0025-1909
  • DOI:10.1287/mnsc.2022.04053
  • Accession Number:192085207
  • Copyright Statement:Copyright of Management Science (INFORMS) is the property of INFORMS: Institute for Operations Research & the Management Sciences and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)

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