IDEAS home Printed from https://ideas.repec.org/p/cen/wpaper/19-31.html
   My bibliography  Save this paper

What Do Establishments Do When Wages Increase? Evidence from Minimum Wages in the United States

Author

Listed:
  • Yuci Chen

Abstract

I investigate how establishments adjust their production plans on various margins when wage rates increase. Exploiting state-by-year variation in minimum wage, I analyze U.S. manufacturing plants' responses over a 23-year period. Using instrumental variable method and Census Microdata, I find that when the hourly wage of production workers increases by one percent, manufacturing plants reduce the total hours worked by production workers by 0.7 percent and increase capital expenditures on machinery and equipment by 2.7 percent. The reduction in total hours worked by production workers is driven by intensive-margin changes. The estimated elasticity of substitution between capital and labor is 0.85. Following the wage increases, no statistically significant changes emerge in revenue, materials or total factor productivity. Additionally, I nd that when wage rates increase, establishments are more likely to exit the market. Finally, I provide evidence that when the minimum wage increases the wages of some of the establishments in a firm, the firm also increases the wages for its other establishments.

Suggested Citation

  • Yuci Chen, 2019. "What Do Establishments Do When Wages Increase? Evidence from Minimum Wages in the United States," Working Papers 19-31, Center for Economic Studies, U.S. Census Bureau.
  • Handle: RePEc:cen:wpaper:19-31
    as

    Download full text from publisher

    File URL: https://www2.census.gov/ces/wp/2019/CES-WP-19-31.pdf
    File Function: First version, 2019
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Juan Carlos Suárez Serrato & Owen Zidar, 2016. "Who Benefits from State Corporate Tax Cuts? A Local Labor Markets Approach with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 106(9), pages 2582-2624, September.
    3. 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.
    4. Brent Neiman, 2014. "The Global Decline of the Labor Share," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(1), pages 61-103.
    5. Don Fullerton & Garth Heutel, 2010. "The General Equilibrium Incidence of Environmental Mandates," American Economic Journal: Economic Policy, American Economic Association, vol. 2(3), pages 64-89, August.
    6. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    7. Ezra Oberfield & Devesh Raval, 2021. "Micro Data and Macro Technology," Econometrica, Econometric Society, vol. 89(2), pages 703-732, March.
    8. Daniel Aaronson & Eric French & Isaac Sorkin & Ted To, 2018. "Industry Dynamics And The Minimum Wage: A Putty†Clay Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(1), pages 51-84, February.
    9. Arindrajit Dube & Laura Giuliano & Jonathan Leonard, 2019. "Fairness and Frictions: The Impact of Unequal Raises on Quit Behavior," American Economic Review, American Economic Association, vol. 109(2), pages 620-663, February.
    10. Blackorby, Charles & Russell, R Robert, 1989. "Will the Real Elasticity of Substitution Please Stand Up? (A Comparison of the Allen/Uzawa and Morishima Elasticities)," American Economic Review, American Economic Association, vol. 79(4), pages 882-888, September.
    11. 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.
    12. Dube, Arindrajit & Zipperer, Ben, 2015. "Pooling Multiple Case Studies Using Synthetic Controls: An Application to Minimum Wage Policies," IZA Discussion Papers 8944, Institute of Labor Economics (IZA).
    13. Enrico Moretti & Daniel J. Wilson, 2017. "The Effect of State Taxes on the Geographical Location of Top Earners: Evidence from Star Scientists," American Economic Review, American Economic Association, vol. 107(7), pages 1858-1903, July.
    14. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    15. Robert S. Chirinko & Debdulal Mallick, 2017. "The Substitution Elasticity, Factor Shares, and the Low-Frequency Panel Model," American Economic Journal: Macroeconomics, American Economic Association, vol. 9(4), pages 225-253, October.
    16. Peter Harasztosi & Attila Lindner, 2019. "Who Pays for the Minimum Wage?," American Economic Review, American Economic Association, vol. 109(8), pages 2693-2727, August.
    17. Paul Beaudry & Mark Doms & Ethan Lewis, 2010. "Should the Personal Computer Be Considered a Technological Revolution? Evidence from U.S. Metropolitan Areas," Journal of Political Economy, University of Chicago Press, vol. 118(5), pages 988-1036.
    18. Daron Acemoglu & Pascual Restrepo, 2020. "Robots and Jobs: Evidence from US Labor Markets," Journal of Political Economy, University of Chicago Press, vol. 128(6), pages 2188-2244.
    19. 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.
    20. 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.
    21. 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.
    22. Leigh Andrew, 2010. "Who Benefits from the Earned Income Tax Credit? Incidence among Recipients, Coworkers and Firms," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 10(1), pages 1-43, May.
    23. 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.
    24. Riley, Rebecca & Rosazza Bondibene, Chiara, 2017. "Raising the standard: Minimum wages and firm productivity," Labour Economics, Elsevier, vol. 44(C), pages 27-50.
    25. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    26. Eric J. Bartelsman & Wayne Gray, 1996. "The NBER Manufacturing Productivity Database," NBER Technical Working Papers 0205, National Bureau of Economic Research, Inc.
    27. Ross Doppelt, 2017. "Minimum Wages and Hours of Work," 2017 Meeting Papers 1578, Society for Economic Dynamics.
    28. Harald Hau & Yi Huang & Gewei Wang, 2020. "Firm Response to Competitive Shocks: Evidence from China’s Minimum Wage Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2639-2671.
    29. Karney, Daniel H., 2016. "General equilibrium models with Morishima elasticities of substitution in production," Economic Modelling, Elsevier, vol. 53(C), pages 266-277.
    30. Jesse Rothstein, 2010. "Is the EITC as Good as an NIT? Conditional Cash Transfers and Tax Incidence," American Economic Journal: Economic Policy, American Economic Association, vol. 2(1), pages 177-208, February.
    31. Robert S. Chirinko & Steven M. Fazzari & Andrew P. Meyer, 2011. "A New Approach to Estimating Production Function Parameters: The Elusive Capital--Labor Substitution Elasticity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(4), pages 587-594, October.
    32. Devesh R. Raval, 2019. "The micro elasticity of substitution and non‐neutral technology," RAND Journal of Economics, RAND Corporation, vol. 50(1), pages 147-167, March.
    33. repec:oup:qjecon:v:129:y:2013:i:1:p:61-103 is not listed on IDEAS
    34. Bossavie,Laurent Loic Yves & Acar,Aysenur & Makovec,Mattia, 2019. "Do Firms Exit the Formal Economy after a Minimum Wage Hike ?," Policy Research Working Paper Series 8749, The World Bank.
    35. Jeffrey Clemens & Lisa B. Kahn & Jonathan Meer, 2021. "Dropouts Need Not Apply? The Minimum Wage and Skill Upgrading," Journal of Labor Economics, University of Chicago Press, vol. 39(S1), pages 107-149.
    36. Dara Lee Luca & Michael Luca, 2017. "Survival of the Fittest: The Impact of the Minimum Wage on Firm Exit," Harvard Business School Working Papers 17-088, Harvard Business School, revised Aug 2018.
    37. 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.
    38. Lichter, Andreas & Peichl, Andreas & Siegloch, Sebastian, 2015. "The own-wage elasticity of labor demand: A meta-regression analysis," European Economic Review, Elsevier, vol. 80(C), pages 94-119.
    39. 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.
    40. Daron Acemoglu & Pascual Restrepo, 2017. "Robots and Jobs: Evidence from US Labor Markets," Boston University - Department of Economics - Working Papers Series dp-297, Boston University - Department of Economics.
    41. Fullerton, Don & Heutel, Garth, 2007. "The general equilibrium incidence of environmental taxes," Journal of Public Economics, Elsevier, vol. 91(3-4), pages 571-591, April.
    42. John Horton, 2017. "Price Floors and Employer Preferences: Evidence from a Minimum Wage Experiment," CESifo Working Paper Series 6548, CESifo.
    43. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    44. 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.
    45. Daniel Aaronson, 2001. "Price Pass-Through And The Minimum Wage," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 158-169, February.
    46. Ron S Jarmin & Javier Miranda, 2002. "The Longitudinal Business Database," Working Papers 02-17, Center for Economic Studies, U.S. Census Bureau.
    47. Ekaterina Jardim & Mark C. Long & Robert Plotnick & Emma van Inwegen & Jacob Vigdor & Hilary Wething, 2017. "Minimum Wage Increases, Wages, and Low-Wage Employment: Evidence from Seattle," NBER Working Papers 23532, National Bureau of Economic Research, Inc.
    48. Chirinko, Robert S. & Fazzari, Steven M. & Meyer, Andrew P., 2011. "A New Approach to Estimating Production Function Parameters: The Elusive Capital–Labor Substitution Elasticity," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(4), pages 587-594.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. E. Mark Curtis & Daniel G. Garrett & Eric C. Ohrn & Kevin A. Roberts & Juan Carlos Suárez Serrato, 2021. "Capital Investment and Labor Demand," NBER Working Papers 29485, National Bureau of Economic Research, Inc.
    2. Daniel Aaronson & Brian J. Phelan, 2020. "The Evolution of Technological Substitution in Low-Wage Labor Markets," Working Paper Series WP-2020-16, Federal Reserve Bank of Chicago, revised 01 Mar 2022.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sebastian Link, 2019. "The Price and Employment Response of Firms to the Introduction of Minimum Wages," CESifo Working Paper Series 7575, CESifo.
    2. Zhang, Ming-ang & Lu, Shuling & Zhang, Sihan & Bai, Yanfeng, 2023. "The unintended consequence of minimum wage hikes: Evidence based on firms' pollution emission," Energy Economics, Elsevier, vol. 125(C).
    3. Sudheer Chava & Alexander Oettl & Manpreet Singh, 2019. "Does a One-Size-Fits-All Minimum Wage Cause Financial Stress for Small Businesses?," NBER Working Papers 26523, National Bureau of Economic Research, Inc.
    4. David Neumark & Peter Shirley, 2021. "Myth or Measurement: What Does the New Minimum Wage Research Say about Minimum Wages and Job Loss in the United States?," NBER Working Papers 28388, National Bureau of Economic Research, Inc.
    5. David Neumark, 2019. "The Econometrics and Economics of the Employment Effects of Minimum Wages: Getting from Known Unknowns to Known Knowns," German Economic Review, Verein für Socialpolitik, vol. 20(3), pages 293-329, August.
    6. Amanda Y. Agan & Michael D. Makowsky, 2018. "The Minimum Wage, EITC, and Criminal Recidivism," Working Papers 616, Princeton University, Department of Economics, Industrial Relations Section..
    7. Matthew T. Gustafson & Jason D. Kotter, 2023. "Higher Minimum Wages Reduce Capital Expenditures," Management Science, INFORMS, vol. 69(5), pages 2933-2953, May.
    8. Koch, Andreas & Kirchmann, Andrea & Reiner, Marcel & Scheu, Tobias & Zühlke, Anne & Bonin, Holger, 2020. "Verhaltensmuster von Betrieben und Beschäftigten im Kontext des gesetzlichen Mindestlohns," IZA Research Reports 97, Institute of Labor Economics (IZA).
    9. Jeffrey Clemens & Lisa B. Kahn & Jonathan Meer, 2021. "Dropouts Need Not Apply? The Minimum Wage and Skill Upgrading," Journal of Labor Economics, University of Chicago Press, vol. 39(S1), pages 107-149.
    10. 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.
    11. Gregory, Terry & Zierahn, Ulrich, 2022. "When the minimum wage really bites hard: The negative spillover effect on high-skilled workers," Journal of Public Economics, Elsevier, vol. 206(C).
    12. Katharine G. Abraham & Melissa S. Kearney, 2020. "Explaining the Decline in the US Employment-to-Population Ratio: A Review of the Evidence," Journal of Economic Literature, American Economic Association, vol. 58(3), pages 585-643, September.
    13. Garcia-Louzao, Jose & Tarasonis, Linas, 2023. "Wage and Employment Impact of Minimum Wage: Evidence from Lithuania," Journal of Comparative Economics, Elsevier, vol. 51(2), pages 592-609.
    14. Erik Hurst & Patrick J. Kehoe & Elena Pastorino & Thomas Winberry, 2022. "The Distributional Impact of the Minimum Wage in the Short and Long Run," Staff Report 640, Federal Reserve Bank of Minneapolis.
    15. Dami'an Vergara, 2022. "Minimum Wages and Optimal Redistribution," Papers 2202.00839, arXiv.org, revised Dec 2022.
    16. Marius Berger & Bruno Lanz, 2020. "Minimum wage regulation in Switzerland: survey evidence for restaurants in the canton of Neuchâtel," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 156(1), pages 1-23, December.
    17. Lavecchia, Adam M., 2020. "Minimum wage policy with optimal taxes and unemployment," Journal of Public Economics, Elsevier, vol. 190(C).
    18. Bernardo Fanfani, 2019. "The Employment Effects of Collective Bargaining," Working papers 064, Department of Economics and Statistics (Dipartimento di Scienze Economico-Sociali e Matematico-Statistiche), University of Torino.
    19. Daniel Aaronson & Brian J. Phelan, 2020. "The Evolution of Technological Substitution in Low-Wage Labor Markets," Working Paper Series WP-2020-16, Federal Reserve Bank of Chicago, revised 01 Mar 2022.
    20. Loukas Karabarbounis & Jeremy Lise & Anusha Nath, 2022. "Minimum Wages and Labor Markets in the Twin Cities," Working Papers 793, Federal Reserve Bank of Minneapolis.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:cen:wpaper:19-31. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Dawn Anderson (email available below). General contact details of provider: https://edirc.repec.org/data/cesgvus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.