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Do the Long-term Unemployed Benefit from Automated Occupational Advice during Online Job Search?

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Listed:
  • Belot, Michèle
  • Kircher, Philipp
  • Muller, Paul

Abstract

In a randomized field experiment, we provide personalized suggestions about suitable alternative occupations to long-term unemployed job seekers in the UK. The suggestions are automatically generated, integrated in an online job search platform, and fed into actual search queries. Effects on the primary pre-registered outcomes of "finding a stable job" and "reaching a cumulative earnings threshold" are positive, are significant among those who searched at least once, and are more pronounced for those who are longer unemployed. Treated individuals include more occupations in their search and find more jobs in recommended occupations.

Suggested Citation

  • Belot, Michèle & Kircher, Philipp & Muller, Paul, 2022. "Do the Long-term Unemployed Benefit from Automated Occupational Advice during Online Job Search?," CEPR Discussion Papers 17513, C.E.P.R. Discussion Papers.
    • Handle: RePEc:cpr:ceprdp:17513
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    Cited by:

    1. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2023. "Perceived returns to job search," Labour Economics, Elsevier, vol. 80(C).
    2. Diego Dabed Sitnisky & Sabrina Genz & Emilie Rademakers, 2023. "Resilience to Automation: The Role of Task Overlap for Job Finding," Working Papers 2312, Utrecht School of Economics.
    3. Kiss, Andrea & Garlick, Robert & Orkin, Kate & Hensel, Lukas, 2023. "Jobseekers' Beliefs about Comparative Advantage and (Mis)Directed Search," IZA Discussion Papers 16522, Institute of Labor Economics (IZA).
    4. Lukas Hensel & Kate Orkin & Andrea Kiss & Robert Garlick, 2023. "Jobseekers' beliefs about comparative advantage and (mis)directed search," CSAE Working Paper Series 2023-11, Centre for the Study of African Economies, University of Oxford.
    5. Jake Bradley & Lukas Mann, 2023. "Learning about labour markets," Discussion Papers 2023/01, University of Nottingham, Centre for Finance, Credit and Macroeconomics (CFCM).

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    More about this item

    Keywords

    Online advice; Job search; Long-term unemployment; Occupational mobility; Field experiment;
    All these keywords.

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • J62 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Job, Occupational and Intergenerational Mobility; Promotion
    • C93 - Mathematical and Quantitative Methods - - Design of Experiments - - - Field Experiments

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