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Information Frictions and Employee Sorting between Start-Ups

Author

Listed:
  • Kevin A. Bryan
  • Mitchell Hoffman
  • Amir Sariri

Abstract

Would workers apply to better firms if they were more informed about firm quality? Collaborating with 26 science-based start-ups, we create a custom job board and invite business school alumni to apply. The job board randomizes across applicants to show coarse expert ratings of all start-ups' science and/or business model quality. Making ratings visible strongly reallocates applications toward higher-rated firms. This reallocation holds, restricting to high-quality workers. Treatments operate in part by shifting worker beliefs about firms' right-tail outcomes. Despite these benefits, workers make posttreatment bets indicating highly overoptimistic beliefs about start-up success, suggesting a problem of broader informational deficits.

Suggested Citation

  • Kevin A. Bryan & Mitchell Hoffman & Amir Sariri, 2026. "Information Frictions and Employee Sorting between Start-Ups," American Economic Journal: Applied Economics, American Economic Association, vol. 18(2), pages 369-406, April.
  • Handle: RePEc:aea:aejapp:v:18:y:2026:i:2:p:369-406
    DOI: 10.1257/app.20240722
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    References listed on IDEAS

    as
    1. Mitchell Hoffman, 2016. "How is Information Valued? Evidence from Framed Field Experiments," Economic Journal, Royal Economic Society, vol. 126(595), pages 1884-1911, September.
    2. Ingar Haaland & Christopher Roth & Johannes Wohlfart, 2023. "Designing Information Provision Experiments," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 3-40, March.
    3. Christine M. Beckman & M. Diane Burton, 2008. "Founding the Future: Path Dependence in the Evolution of Top Management Teams from Founding to IPO," Organization Science, INFORMS, vol. 19(1), pages 3-24, February.
    4. Ouimet, Paige & Zarutskie, Rebecca, 2014. "Who works for startups? The relation between firm age, employee age, and growth," Journal of Financial Economics, Elsevier, vol. 112(3), pages 386-407.
    5. Prasanna Tambe & Xuan Ye & Peter Cappelli, 2020. "Paying to Program? Engineering Brand and High-Tech Wages," Management Science, INFORMS, vol. 66(7), pages 3010-3028, July.
    6. Palfrey, Thomas R. & Wang, Stephanie W., 2009. "On eliciting beliefs in strategic games," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 98-109, August.
    7. McKelvey, Richard D & Page, Talbot, 1990. "Public and Private Information: An Experimental Study of Information Pooling," Econometrica, Econometric Society, vol. 58(6), pages 1321-1339, November.
    8. Wang, Stephanie W., 2011. "Incentive effects: The case of belief elicitation from individuals in groups," Economics Letters, Elsevier, vol. 111(1), pages 30-33, April.
    9. David Danz & Lise Vesterlund & Alistair J. Wilson, 2022. "Belief Elicitation and Behavioral Incentive Compatibility," American Economic Review, American Economic Association, vol. 112(9), pages 2851-2883, September.
    10. Mitchell Hoffman & Stephen V. Burks, 2020. "Worker overconfidence: Field evidence and implications for employee turnover and firm profits," Quantitative Economics, Econometric Society, vol. 11(1), pages 315-348, January.
    11. Shai Bernstein & Richard R Townsend & Ting Xu, 2024. "Flight to Safety: How Economic Downturns Affect Talent Flows to Startups," The Review of Financial Studies, Society for Financial Studies, vol. 37(3), pages 837-881.
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    More about this item

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups
    • M51 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Firm Employment Decisions; Promotions

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