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Who Bears the Cost? High-Frequency Evidence on Minimum Wage Effects and Amenity Pass-Through in Spot Labor Markets

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  • Hayato Kanayama
  • Sho Miyaji
  • Suguru Otani

Abstract

This paper provides causal evidence on the short-run effects of minimum wage hikes in a spot labor market, using confidential contract-level data from Timee, a Japanese job-matching platform. Leveraging high-frequency variation and a bin-level difference-in-differences design, we find a 2 percentage point decline in employment within affected wage bins, with losses concentrated below the new threshold. Transportation reimbursement--a flexible nonwage amenity--remains largely unchanged, indicating limited pass-through. These findings suggest that spot labor markets adjust rapidly through wage compliance, with the cost burden borne by establishments rather than offset through reductions in job amenities.

Suggested Citation

  • Hayato Kanayama & Sho Miyaji & Suguru Otani, 2025. "Who Bears the Cost? High-Frequency Evidence on Minimum Wage Effects and Amenity Pass-Through in Spot Labor Markets," Papers 2505.04555, arXiv.org, revised May 2025.
  • Handle: RePEc:arx:papers:2505.04555
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    References listed on IDEAS

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    1. Lawrence Katz & Alan Krueger, 1992. "The Effect of the Minimum Wage on the Fast Food Industry," Working Papers 678, Princeton University, Department of Economics, Industrial Relations Section..
    2. Okudaira, Hiroko & Takizawa, Miho & Yamanouchi, Kenta, 2019. "Minimum wage effects across heterogeneous markets," Labour Economics, Elsevier, vol. 59(C), pages 110-122.
    3. Kosali Ilayperuma Simon & Robert Kaestner, 2004. "Do Minimum Wages Affect Non-Wage Job Attributes? Evidence on Fringe Benefits," ILR Review, Cornell University, ILR School, vol. 58(1), pages 52-70, October.
    4. Lordan, Grace & Neumark, David, 2018. "People versus machines: The impact of minimum wages on automatable jobs," Labour Economics, Elsevier, vol. 52(C), pages 40-53.
    5. Jonathan Meer & Jeremy West, 2016. "Effects of the Minimum Wage on Employment Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 51(2), pages 500-522.
    6. Lawrence F. Katz & Alan B. Krueger, 1992. "The Effect of the Minimum Wage on the Fast-Food Industry," ILR Review, Cornell University, ILR School, vol. 46(1), pages 6-21, October.
    7. Alan Manning, 2021. "The Elusive Employment Effect of the Minimum Wage," Journal of Economic Perspectives, American Economic Association, vol. 35(1), pages 3-26, Winter.
    8. Kambayashi, Ryo & Kawaguchi, Daiji & Yamada, Ken, 2013. "Minimum wage in a deflationary economy: The Japanese experience, 1994–2003," Labour Economics, Elsevier, vol. 24(C), pages 264-276.
    9. Doruk Cengiz & Arindrajit Dube & Attila Lindner & Ben Zipperer, 2019. "The Effect of Minimum Wages on Low-Wage Jobs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1405-1454.
    10. Adam J. Grossberg & Paul Sicilian, 1999. "Minimum Wages, On-the-Job Training, and Wage Growth," Southern Economic Journal, Southern Economic Association, vol. 65(3), pages 539-556, January.
    11. John J. Horton, 2025. "Price Floors and Employer Preferences: Evidence from a Minimum Wage Experiment," American Economic Review, American Economic Association, vol. 115(1), pages 117-146, January.
    12. David Card, 1992. "Do Minimum Wages Reduce Employment? A Case Study of California, 1987–89," ILR Review, Cornell University, ILR School, vol. 46(1), pages 38-54, October.
    13. repec:eee:labchp:v:3:y:1999:i:pb:p:2101-2163 is not listed on IDEAS
    14. Joshua D. Angrist & Sydnee Caldwell & Jonathan V. Hall, 2021. "Uber versus Taxi: A Driver's Eye View," American Economic Journal: Applied Economics, American Economic Association, vol. 13(3), pages 272-308, July.
    15. Addison, John T. & Blackburn, McKinley L. & Cotti, Chad D., 2009. "Do minimum wages raise employment? Evidence from the U.S. retail-trade sector," Labour Economics, Elsevier, vol. 16(4), pages 397-408, August.
    16. Sylvia A. Allegretto & Arindrajit Dube & Michael Reich, 2011. "Do Minimum Wages Really Reduce Teen Employment? Accounting for Heterogeneity and Selectivity in State Panel Data," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 50(2), pages 205-240, April.
    17. David Fairris & Roberto Pedace, 2004. "The Impact of Minimum Wages on Job Training: An Empirical Exploration with Establishment Data," Southern Economic Journal, John Wiley & Sons, vol. 70(3), pages 566-583, January.
    18. Hara, Hiromi, 2017. "Minimum wage effects on firm-provided and worker-initiated training," Labour Economics, Elsevier, vol. 47(C), pages 149-162.
    19. Daiji Kawaguchi & Yuko Mori, 2009. "Is Minimum Wage An Effective Anti‐Poverty Policy In Japan?," Pacific Economic Review, Wiley Blackwell, vol. 14(4), pages 532-554, October.
    20. Eliza Forsythe, 2023. "The Effect of Minimum Wage Policies on the Wage and Occupational Structure of Establishments," Journal of Labor Economics, University of Chicago Press, vol. 41(S1), pages 291-324.
    21. Daiji Kawaguchi & Ken Yamada, 2007. "The Impact Of The Minimum Wage On Female Employment In Japan," Contemporary Economic Policy, Western Economic Association International, vol. 25(1), pages 107-118, January.
    22. Adams-Prassl, Abi & Balgova, Maria & Qian, Matthias, 2020. "Flexible Work Arrangements in Low Wage Jobs: Evidence from Job Vacancy Data," IZA Discussion Papers 13691, Institute of Labor Economics (IZA).
    23. Adams-Prassl, Abigail & Balgova, Maria & Qian, Matthias, 2020. "Flexible Work Arrangements in Low Wage Jobs: Evidence from Job Vacancy Data," CEPR Discussion Papers 15263, C.E.P.R. Discussion Papers.
    24. Yamagishi, Atsushi, 2021. "Minimum wages and housing rents: Theory and evidence," Regional Science and Urban Economics, Elsevier, vol. 87(C).
    25. David Neumark & J. M. Ian Salas & William Wascher, 2014. "Revisiting the Minimum Wage—Employment Debate: Throwing Out the Baby with the Bathwater?," ILR Review, Cornell University, ILR School, vol. 67(3_suppl), pages 608-648, May.
    26. Brochu, Pierre & Green, David A. & Lemieux, Thomas & Townsend, James, 2023. "The Minimum Wage, Turnover, and the Shape of the Wage Distribution," IZA Discussion Papers 16514, Institute of Labor Economics (IZA).
    27. Jeffrey Clemens & Lisa B. Kahn & Jonathan Meer, 2018. "The Minimum Wage, Fringe Benefits, and Worker Welfare," NBER Working Papers 24635, National Bureau of Economic Research, Inc.
    28. Adam J. Grossberg & Paul Sicilian, 1999. "Minimum Wages, On‐the‐Job Training, and Wage Growth," Southern Economic Journal, John Wiley & Sons, vol. 65(3), pages 539-556, January.
    29. David H. Autor & Alan Manning & Christopher L. Smith, 2016. "The Contribution of the Minimum Wage to US Wage Inequality over Three Decades: A Reassessment," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 58-99, January.
    30. David Neumark & William Wascher, 1992. "Employment Effects of Minimum and Subminimum Wages: Panel Data on State Minimum Wage Laws," ILR Review, Cornell University, ILR School, vol. 46(1), pages 55-81, October.
    31. Benjamin Glasner, 2023. "The Minimum Wage, Self-Employment, and the Online Gig Economy," Journal of Labor Economics, University of Chicago Press, vol. 41(1), pages 103-127.
    32. Lutz Bellmann & Mario Bossler & Hans-Dieter Gerner & Olaf Hübler, 2017. "Training and minimum wages: first evidence from the introduction of the minimum wage in Germany," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-22, December.
    33. Brown, Charles, 1999. "Minimum wages, employment, and the distribution of income," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 32, pages 2101-2163, Elsevier.
    34. Ms. Chie Aoyagi & Mr. Giovanni Ganelli & Nour Tawk, 2016. "Minimum Wage as a Wage Policy Tool in Japan," IMF Working Papers 2016/232, International Monetary Fund.
    35. Hashimoto, Masanori, 1982. "Minimum Wage Effects on Training on the Job," American Economic Review, American Economic Association, vol. 72(5), pages 1070-1087, December.
    36. Mindy S. Marks, 2011. "Minimum Wages, Employer-Provided Health Insurance, and the Non-discrimination Law," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 50(2), pages 241-262, April.
    37. Radhakrishnan Gopalan & Barton H. Hamilton & Ankit Kalda & David Sovich, 2021. "State Minimum Wages, Employment, and Wage Spillovers: Evidence from Administrative Payroll Data," Journal of Labor Economics, University of Chicago Press, vol. 39(3), pages 673-707.
    38. Peter Harasztosi & Attila Lindner, 2019. "Who Pays for the Minimum Wage?," American Economic Review, American Economic Association, vol. 109(8), pages 2693-2727, August.
    39. Jeffrey Clemens, 2021. "How Do Firms Respond to Minimum Wage Increases? Understanding the Relevance of Non-employment Margins," Journal of Economic Perspectives, American Economic Association, vol. 35(1), pages 51-72, Winter.
    40. David Fairris & Roberto Pedace, 2004. "The Impact of Minimum Wages on Job Training: An Empirical Exploration with Establishment Data," Southern Economic Journal, Southern Economic Association, vol. 70(3), pages 566-583, January.
    41. repec:fth:prinin:298 is not listed on IDEAS
    42. Alexandre Mas & Amanda Pallais, 2020. "Alternative Work Arrangements," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 631-658, August.
    43. Sylvia Allegretto & Arindrajit Dube & Michael Reich & Ben Zipperer, 2017. "Credible Research Designs for Minimum Wage Studies," ILR Review, Cornell University, ILR School, vol. 70(3), pages 559-592, May.
    44. Meiselbach, Mark K. & Abraham, Jean M., 2023. "Do minimum wage laws affect employer-sponsored insurance provision?," Journal of Health Economics, Elsevier, vol. 92(C).
    45. Yoshio Higuchi, 2013. "The Dynamics of Poverty and the Promotion of Transition from Non-Regular to Regular Employment in Japan: Economic Effects of Minimum Wage Revision and Job Training Support," The Japanese Economic Review, Japanese Economic Association, vol. 64(2), pages 147-200, June.
    46. Christian Dustmann & Attila Lindner & Uta Schönberg & Matthias Umkehrer & Philipp vom Berge, 2022. "Reallocation Effects of the Minimum Wage," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(1), pages 267-328.
    47. Daniel Aaronson & Brian J Phelan, 2019. "Wage Shocks and the Technological Substitution of Low‐wage Jobs," The Economic Journal, Royal Economic Society, vol. 129(617), pages 1-34.
    48. Arindrajit Dube & T. William Lester & Michael Reich, 2010. "Minimum Wage Effects Across State Borders: Estimates Using Contiguous Counties," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 945-964, November.
    49. David Neumark & Peter Shirley, 2022. "Myth or measurement: What does the new minimum wage research say about minimum wages and job loss in the United States?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 61(4), pages 384-417, October.
    50. Yuji Mizushima & Haruko Noguchi, 2021. "Spillover effects of minimum wages on suicide mortality: Evidence from Japan," Working Papers 2105, Waseda University, Faculty of Political Science and Economics.
    51. Joseph Sabia, 2009. "The Effects of Minimum Wage Increases on Retail Employment and Hours: New Evidence from Monthly CPS Data," Journal of Labor Research, Springer, vol. 30(1), pages 75-97, March.
    52. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2004. "Training and the new minimum wage," Economic Journal, Royal Economic Society, vol. 114(494), pages 87-94, March.
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