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Minimum Wages and Human Capital Investment: A Meta-Regression Analysis

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  • Hristos Doucouliagos
  • Katarina Zigova

Abstract

We apply meta-regression analysis to assess the effect of the minimum wage on two types of human capital: 460 estimates of formal education enrolment and 428 estimates of on-the-job training. Raising the minimum wage reduces enrolment in all countries assessed. The minimum wage has a somewhat moderate positive effect on training in the US and a small positive training effect elsewhere. There is no publication bias in the formal education and modest bias in training literatures. Heterogeneity among reported estimates is primarily driven by alternative specifications and measures of the relevant variables and data differences.

Suggested Citation

  • Hristos Doucouliagos & Katarina Zigova, 2024. "Minimum Wages and Human Capital Investment: A Meta-Regression Analysis," Economics of Education Working Paper Series 0219, University of Zurich, Department of Business Administration (IBW).
    • Handle: RePEc:iso:educat:0219
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    1. Carla Haelermans & Lex Borghans, 2012. "Wage Effects of On-the-Job Training: A Meta-Analysis," British Journal of Industrial Relations, London School of Economics, vol. 50(3), pages 502-528, September.
    2. 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.
    3. Belton M. Fleisher, 1981. "Minimum Wage Regulation in Retail Trade," Eastern Economic Journal, Eastern Economic Association, vol. 7(2), pages 75-96, Apr-Jun.
    4. Mark Turner & Berna Demiralp, 2001. "Do higher minimum wages harm minority and inner-city teens?," The Review of Black Political Economy, Springer;National Economic Association, vol. 28(4), pages 95-116, June.
    5. Daron Acemoglu & Jorn-Steffen Pischke, 1999. "Minimum Wages and On-the-job Training," NBER Working Papers 7184, National Bureau of Economic Research, Inc.
    6. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    7. 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.
    8. 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.
    9. Card, David & Krueger, Alan B, 1995. "Time-Series Minimum-Wage Studies: A Meta-analysis," American Economic Review, American Economic Association, vol. 85(2), pages 238-243, May.
    10. 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.
    11. Hyslop, Dean & Stillman, Steven, 2007. "Youth minimum wage reform and the labour market in New Zealand," Labour Economics, Elsevier, vol. 14(2), pages 201-230, April.
    12. Tobias Haepp & Carl Lin, 2017. "How Does the Minimum Wage Affect Firm Investments in Fixed and Human Capital? Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 21(4), pages 1057-1080, November.
    13. Neumark, David & Wascher, William, 1995. "Minimum Wage Effects on Employment and School Enrollment," Journal of Business & Economic Statistics, American Statistical Association, vol. 13(2), pages 199-206, April.
    14. Claude Montmarquette & Nathalie Viennot-Briot & Marcel Dagenais, 2007. "Dropout, School Performance, and Working while in School," The Review of Economics and Statistics, MIT Press, vol. 89(4), pages 752-760, November.
    15. 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.
    16. Mirko Draca & Stephen Machin & John Van Reenen, 2011. "Minimum Wages and Firm Profitability," American Economic Journal: Applied Economics, American Economic Association, vol. 3(1), pages 129-151, January.
    17. Acemoglu, Daron & Pischke, Jorn-Steffen, 1999. "Beyond Becker: Training in Imperfect Labour Markets," Economic Journal, Royal Economic Society, vol. 109(453), pages 112-142, February.
    18. repec:eme:rlec11:s0147-9121(03)22005-7 is not listed on IDEAS
    19. Steven McMullen, 2011. "How do Students Respond to Labor Market and Education Incentives? An Analysis of Homework Time," Journal of Labor Research, Springer, vol. 32(3), pages 199-209, September.
    20. Meltem Dayioglu & Müşerref Küçükbayrak & Semih Tumen, 2022. "The impact of age-specific minimum wages on youth employment and education: a regression discontinuity analysis," International Journal of Manpower, Emerald Group Publishing Limited, vol. 43(6), pages 1352-1377, March.
    21. Patricia Rice, 2010. "Minimum Wages and Schooling: Evidence from the UK's Introduction of a National Minimum Wage," Economics Series Working Papers 482, University of Oxford, Department of Economics.
    22. Lechthaler, Wolfgang & Snower, Dennis J., 2008. "Minimum wages and training," Labour Economics, Elsevier, vol. 15(6), pages 1223-1237, December.
    23. Dale Belman & Paul J. Wolfson, 2014. "What Does the Minimum Wage Do?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wdmwd.
    24. Wessels, Walter J, 1980. "The Effect of Minimum Wages in the Presence of Fringe Benefits: An Expanded Model," Economic Inquiry, Western Economic Association International, vol. 18(2), pages 293-313, April.
    25. Chang Hyung Lee, 2020. "Minimum Wage Policy and Community College Enrollment Patterns," ILR Review, Cornell University, ILR School, vol. 73(1), pages 178-210, January.
    26. Smith, Alexander A., 2021. "The minimum wage and teen educational attainment," Labour Economics, Elsevier, vol. 73(C).
    27. Chaplin, Duncan D. & Turner, Mark D. & Pape, Andreas D., 2003. "Minimum wages and school enrollment of teenagers: a look at the 1990's," Economics of Education Review, Elsevier, vol. 22(1), pages 11-21, February.
    28. Wayne Simpson, 1984. "An Econometric Analysis of Industrial Training in Canada," Journal of Human Resources, University of Wisconsin Press, vol. 19(4), pages 435-451.
    29. 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.
    30. Theil, Henri, 1969. "A Multinomial Extension of the Linear Logit Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 10(3), pages 251-259, October.
    31. 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.
    32. Matthew T. Gustafson & Jason D. Kotter, 2023. "Higher Minimum Wages Reduce Capital Expenditures," Management Science, INFORMS, vol. 69(5), pages 2933-2953, May.
    33. Stephanie O. Crofton & William L. Anderson & Emily C. Rawe, 2009. "Do Higher Real Minimum Wages Lead to More High School Dropouts? Evidence from Maryland Across Races, 1993–2004," American Journal of Economics and Sociology, Wiley Blackwell, vol. 68(2), pages 445-464, April.
    34. Papps, Kerry L., 2020. "How the Minimum Wage Affects Training among Apprentices," IZA Discussion Papers 13499, Institute of Labor Economics (IZA).
    35. Stuart Landon, 1997. "High School Enrollment, Minimum Wages and Education Spending," Canadian Public Policy, University of Toronto Press, vol. 23(2), pages 141-163, June.
    36. Hristos Doucouliagos & T. D. Stanley, 2009. "Publication Selection Bias in Minimum‐Wage Research? A Meta‐Regression Analysis," British Journal of Industrial Relations, London School of Economics, vol. 47(2), pages 406-428, June.
    37. Tomas Havranek & Zuzana Irsova & Olesia Zeynalova, 2018. "Tuition Fees and University Enrolment: A Meta‐Regression Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 80(6), pages 1145-1184, December.
    38. Stevens, Margaret, 1994. "A Theoretical Model of On-the-Job Training with Imperfect Competition," Oxford Economic Papers, Oxford University Press, vol. 46(4), pages 537-562, October.
    39. Pacheco, Gail A. & Cruickshank, Amy A., 2007. "Minimum wage effects on educational enrollments in New Zealand," Economics of Education Review, Elsevier, vol. 26(5), pages 574-587, October.
    40. Hara, Hiromi, 2017. "Minimum wage effects on firm-provided and worker-initiated training," Labour Economics, Elsevier, vol. 47(C), pages 149-162.
    41. Colm McLaughlin, 2009. "The Productivity‐Enhancing Impacts of the Minimum Wage: Lessons from Denmark and New Zealand," British Journal of Industrial Relations, London School of Economics, vol. 47(2), pages 327-348, June.
    42. Mattila, J. Peter, 1981. "The Impact of Minimum Wages on Teenage Schooling and on the Part Time/Full-Time Employment of Youths," Staff General Research Papers Archive 10850, Iowa State University, Department of Economics.
    43. 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.
    44. T. D. Stanley, 2001. "Wheat from Chaff: Meta-analysis as Quantitative Literature Review," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 131-150, Summer.
    45. Hashimoto, Masanori, 1982. "Minimum Wage Effects on Training on the Job," American Economic Review, American Economic Association, vol. 72(5), pages 1070-1087, December.
    46. Daron Acemoglu & Jörn-Steffen Pischke, 2003. "Minimum Wages And On-The-Job Training," Research in Labor Economics, in: Worker Well-Being and Public Policy, pages 159-202, Emerald Group Publishing Limited.
    47. Agell, Jonas & Lommerud, Kjell Erik, 1997. "Minimum wages and the incentives for skill formation," Journal of Public Economics, Elsevier, vol. 64(1), pages 25-40, April.
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    More about this item

    Keywords

    minimum wages; on-the-job training; education enrolment; meta-regression analysis;
    All these keywords.

    JEL classification:

    • J08 - Labor and Demographic Economics - - General - - - Labor Economics Policies
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J51 - Labor and Demographic Economics - - Labor-Management Relations, Trade Unions, and Collective Bargaining - - - Trade Unions: Objectives, Structure, and Effects
    • M53 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Personnel Economics - - - Training

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