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The wage-mismatch index: A new indicator of labor demand in the job search market

Author

Listed:
  • Taiyo Fukai

    (Faculty of Economics, Gakushuin University)

  • Keisuke Kawata

    (Institute of Social Sciences, University of Tokyo)

  • Mizuki Komura

    (School of Economics, Kwansei Gakuin University)

  • Takahiro Toriyabe

    (Graduate School of Economics, Hitotsubashi University)

Abstract

Motivated by persistent labor shortages in developed economies, this study proposes a novel indicator of labor demand, the wage-mismatch index, which captures wage-related mismatches often overlooked by conventional metrics such as vacancy counts or labor market tightness. The index is defined as the share of job postings offering wages acceptable to job seekers. As a case application, we construct an index using administrative data from Japan's public employment service. We further decompose this into its underlying components to identify the sources of change over time. Finally, we demonstrate its empirical relevance by using aggregate data from Tokyo and Osaka, Japan's two largest metropolitan labor markets.

Suggested Citation

  • Taiyo Fukai & Keisuke Kawata & Mizuki Komura & Takahiro Toriyabe, 2025. "The wage-mismatch index: A new indicator of labor demand in the job search market," Discussion Paper Series 296, School of Economics, Kwansei Gakuin University.
  • Handle: RePEc:kgu:wpaper:296
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    References listed on IDEAS

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    1. Nir Jaimovich & Henry E. Siu, 2020. "Job Polarization and Jobless Recoveries," The Review of Economics and Statistics, MIT Press, vol. 102(1), pages 129-147, March.
    2. Paul Beaudry & David A. Green & Benjamin M. Sand, 2016. "The Great Reversal in the Demand for Skill and Cognitive Tasks," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 199-247.
    3. Jackman, R & Roper, S, 1987. "Structural Unemployment," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 49(1), pages 9-36, February.
    4. Brinca, Pedro & Duarte, Joao B. & Faria-e-Castro, Miguel, 2021. "Measuring labor supply and demand shocks during COVID-19," European Economic Review, Elsevier, vol. 139(C).
    5. J. J. McCall, 1970. "Economics of Information and Job Search," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 84(1), pages 113-126.
    6. Daiji Kawaguchi & Keisuke Kawata & Takahiro Toriyabe, 2021. "An Assessment of Abenomics from the Labor Market Perspective," Asian Economic Policy Review, Japan Center for Economic Research, vol. 16(2), pages 247-278, July.
    7. Christopher A. Pissarides & Barbara Petrongolo, 2001. "Looking into the Black Box: A Survey of the Matching Function," Journal of Economic Literature, American Economic Association, vol. 39(2), pages 390-431, June.
    8. Nina Roussille, 2024. "The Role of the Ask Gap in Gender Pay Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(3), pages 1557-1610.
    9. Honey Batra & Amanda Michaud & Simon Mongey, 2023. "Online Job Posts Contain Very Little Wage Information," NBER Working Papers 31984, National Bureau of Economic Research, Inc.
    10. Sydnee Caldwell & Ingrid Haegele & Jörg Heining, 2025. "Bargaining and Inequality in the Labor Market," NBER Working Papers 33396, National Bureau of Economic Research, Inc.
    11. Albrecht, James W & Axell, Bo, 1984. "An Equilibrium Model of Search Unemployment," Journal of Political Economy, University of Chicago Press, vol. 92(5), pages 824-840, October.
    12. Gadi Barlevy & R. Jason Faberman & Bart Hobijn & Ayşegül Şahin, 2024. "The Shifting Reasons for Beveridge Curve Shifts," Journal of Economic Perspectives, American Economic Association, vol. 38(2), pages 83-106, Spring.
    13. Yukiko Abe, 2021. "Comment on “An Assessment of Abenomics from the Labor Market Perspective”," Asian Economic Policy Review, Japan Center for Economic Research, vol. 16(2), pages 279-280, July.
    14. Arindrajit Dube & Jeff Jacobs & Suresh Naidu & Siddharth Suri, 2020. "Monopsony in Online Labor Markets," American Economic Review: Insights, American Economic Association, vol. 2(1), pages 33-46, March.
    15. Amanda Y. Agan & Bo Cowgill & Laura K. Gee, 2025. "Salary History and Employer Demand: Evidence from a Two-Sided Audit," American Economic Journal: Applied Economics, American Economic Association, vol. 17(3), pages 380-413, July.
    16. Richard Rogerson & Robert Shimer & Randall Wright, 2005. "Search-Theoretic Models of the Labor Market: A Survey," Journal of Economic Literature, American Economic Association, vol. 43(4), pages 959-988, December.
    17. Kambayashi, Ryo & Kawaguchi, Kohei & Otani, Suguru, 2024. "Decomposing Recruitment Elasticity in Job Matching," SocArXiv wavdn, Center for Open Science.
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    More about this item

    Keywords

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    JEL classification:

    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J63 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Turnover; Vacancies; Layoffs
    • J64 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment: Models, Duration, Incidence, and Job Search

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