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Measuring Vacancies: Firm-level Evidence from Two Measures

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  • Niels-Jakob Harbo Hansen
  • Hans Henrik Sievertsen

Abstract

Using firm-level survey- and register-data for both Sweden and Denmark we show systematic mis-measurement in both vacancy measures. While the register-based measure on the aggregate constitutes a quarter of the survey-based measure, the latter is not a super-set of the former. To obtain the full set of unique vacancies in these two databases, the number of survey vacancies should be multiplied by approximately 1.2. Importantly, this adjustment factor varies over time and across firm characteristics. Our findings have implications for both the search-matching literature and policy analysis based on vacancy measures: Observed changes in vacancies can be an outcome of changes in mis-measurement, and are not necessarily changes in the actual number of vacancies.

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  • Niels-Jakob Harbo Hansen & Hans Henrik Sievertsen, 2021. "Measuring Vacancies: Firm-level Evidence from Two Measures," Papers 2103.02272, arXiv.org.
    • Handle: RePEc:arx:papers:2103.02272
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    1. Karsten Albæk & Henrik Hansen, 2004. "The Rise in Danish Unemployment: Reallocation or Mismatch?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 66(4), pages 515-536, September.
    2. Steven J. Davis & R. Jason Faberman & John C. Haltiwanger, 2013. "The Establishment-Level Behavior of Vacancies and Hiring," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 581-622.
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    8. Berman, Eli, 1997. "Help Wanted, Job Needed: Estimates of a Matching Function from Employment Service Data," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 251-292, January.
    9. repec:bla:obuest:v:64:y:2002:i:3:p:261-80 is not listed on IDEAS
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