IDEAS home Printed from https://ideas.repec.org/p/ehl/lserod/84060.html
   My bibliography  Save this paper

People versus machines: the impact of minimum wages on automatable

Author

Listed:
  • Lordan, Grace
  • Neumark, David

Abstract

We study the effect of minimum wage increases on employment in automatable jobs – jobs in which employers may find it easier to substitute machines for people – focusing on low-skilled workers from whom such substitution may be spurred by minimum wage increases. Based on CPS data from 1980-2015, we find that increasing the minimum wage decreases significantly the share of automatable employment held by low-skilled workers, and increases the likelihood that low-skilled workers in automatable jobs become unemployed. The average effects mask significant heterogeneity by industry and demographic group, including substantive adverse effects for older, low-skilled workers in manufacturing. The findings imply that groups often ignored in the minimum wage literature are in fact quite vulnerable to employment changes and job loss because of automation following a minimum wage increase.

Suggested Citation

  • Lordan, Grace & Neumark, David, 2017. "People versus machines: the impact of minimum wages on automatable," LSE Research Online Documents on Economics 84060, London School of Economics and Political Science, LSE Library.
    • Handle: RePEc:ehl:lserod:84060
    as

    Download full text from publisher

    File URL: http://eprints.lse.ac.uk/84060/
    File Function: Open access version.
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. David Autor & David Dorn, 2009. "This Job Is "Getting Old": Measuring Changes in Job Opportunities Using Occupational Age Structure," American Economic Review, American Economic Association, vol. 99(2), pages 45-51, May.
    2. Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, 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. David Neumark & JM Salas & William Wascher, 2014. "More on recent evidence on the effects of minimum wages in the United States," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-26, December.
    5. 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.
    6. Grace Lordan & Jörn‐Steffen Pischke, 2022. "Does Rosie Like Riveting? Male and Female Occupational Choices," Economica, London School of Economics and Political Science, vol. 89(353), pages 110-130, January.
    7. Joseph J. Sabia & Richard V. Burkhauser & Benjamin Hansen, 2012. "Are the Effects of Minimum Wage Increases Always Small? New Evidence from a Case Study of New York State," ILR Review, Cornell University, ILR School, vol. 65(2), pages 350-376, April.
    8. Addison, John T. & Blackburn, McKinley L. & Cotti, Chad D., 2013. "Minimum wage increases in a recessionary environment," Labour Economics, Elsevier, vol. 23(C), pages 30-39.
    9. 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.
    10. Thomas MaCurdy, 2015. "How Effective Is the Minimum Wage at Supporting the Poor?," Journal of Political Economy, University of Chicago Press, vol. 123(2), pages 497-545.
    11. David Neumark, 2017. "The Employment Effects of Minimum Wages: Some Questions We Need to Answer," NBER Working Papers 23584, National Bureau of Economic Research, Inc.
    12. 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.
    13. Jeffrey P. Thompson, 2009. "Using Local Labor Market Data to Re-Examine the Employment Effects of the Minimum Wage," ILR Review, Cornell University, ILR School, vol. 62(3), pages 343-366, April.
    14. Alan B. Krueger & David Card, 2000. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania: Reply," American Economic Review, American Economic Association, vol. 90(5), pages 1397-1420, December.
    15. Larry D. Singell & James R. Terborg, 2007. "Employment Effects Of Two Northwest Minimum Wage Initiatives," Economic Inquiry, Western Economic Association International, vol. 45(1), pages 40-55, January.
    16. David H. Autor & David Dorn & Gordon H. Hanson, 2015. "Untangling Trade and Technology: Evidence from Local Labour Markets," Economic Journal, Royal Economic Society, vol. 0(584), pages 621-646, May.
    17. 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.
    18. 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.
    19. Isaac Sorkin, 2015. "Are There Long-Run Effects of the Minimum Wage?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 18(2), pages 306-333, April.
    20. Ofer Malamud & Abigail Wozniak, 2012. "The Impact of College on Migration: Evidence from the Vietnam Generation," Journal of Human Resources, University of Wisconsin Press, vol. 47(4), pages 913-950.
    21. David Powell, 2016. "Synthetic Control Estimation Beyond Case Studies Does the Minimum Wage Reduce Employment?," Working Papers 1142, RAND Corporation.
    22. David Powell, 2016. "Synthetic Control Estimation Beyond Case Studies Does the Minimum Wage Reduce Employment?," Working Papers WR-1142, RAND Corporation.
    23. 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.
    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. Basso, Henrique S. & Jimeno, Juan F., 2021. "From secular stagnation to robocalypse? Implications of demographic and technological changes," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 833-847.
    2. Zachary Parolin, 2019. "Automation and Occupational Wage Trends: What Role for Unions and Collective Bargaining?," LIS Working papers 767, LIS Cross-National Data Center in Luxembourg.
    3. La, Jung Joo, 2019. "Can a reduction in credit card processing fees offset the effect of a hike in the minimum wage?," MPRA Paper 97920, University Library of Munich, Germany.
    4. Vit Hradil, 2018. "Does Minimum Wage Affect Workplace Safety?," CERGE-EI Working Papers wp615, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    5. Mishagina, Natalia & Montmarquette, Claude, 2021. "The role of beliefs in supporting economic policies: The case of the minimum wage," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1059-1087.
    6. 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.
    7. Oliver Bruttel, 2019. "The effects of the new statutory minimum wage in Germany: a first assessment of the evidence," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 53(1), pages 1-13, December.
    8. Meer, Jonathan, 2018. "Recent Research on the Minimum Wage: Implications for Missouri," MPRA Paper 93926, University Library of Munich, Germany.
    9. Kakkar, Shrey, 2021. "Significant movements in the debate on the Minimum Wage (1994 - 2019)," MPRA Paper 110185, University Library of Munich, Germany.
    10. Y. Yuryk, 2020. "Informal Employment In Ukraine And Formation Of Institutional Conditions Of Its Minimization," Economy and Forecasting, Valeriy Heyets, issue 4, pages 36-59.
    11. Kobosko, Monika, 2021. "Ginące zawody jako konsekwencja zmian technologicznych na polskim rynku pracy," Studia z Polityki Publicznej / Public Policy Studies, Warsaw School of Economics, vol. 8(4), pages 1-21, December.
    12. repec:iab:iabjlr:v:53:i:1:p:art.10 is not listed on IDEAS
    13. Bruttel, Oliver, 2019. "The effects of the new statutory minimum wage in Germany: a first assessment of the evidence," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 53(1), pages .10(1-13).

    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. 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.
    2. 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.
    3. Neumark David, 2019. "The Econometrics and Economics of the Employment Effects of Minimum Wages: Getting from Known Unknowns to Known Knowns," German Economic Review, De Gruyter, vol. 20(3), pages 293-329, August.
    4. Dale Belman & Paul Wolfson & Kritkorn Nawakitphaitoon, 2015. "Who Is Affected by the Minimum Wage?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 54(4), pages 582-621, October.
    5. Laporsek, Suzana & Orazem, Peter F. & Vodopivec, Matija & Vodopivec, Milan, 2019. "Long-Term Responses to Large Minimum Wage Shocks: Sub-Minimum and Super-Minimum Workers in Slovenia," IZA Discussion Papers 12123, Institute of Labor Economics (IZA).
    6. Amanda Y. Agan & Michael D. Makowsky, 2023. "The Minimum Wage, EITC, and Criminal Recidivism," Journal of Human Resources, University of Wisconsin Press, vol. 58(5), pages 1712-1751.
    7. Arindrajit Dube & Attila Lindner, 2024. "Minimum Wages in the 21st Century," RF Berlin - CReAM Discussion Paper Series 2524, Rockwool Foundation Berlin (RF Berlin) - Centre for Research and Analysis of Migration (CReAM).
    8. 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.
    9. Robayo,Monica & Terskaya,Anastasia & Koettl-Brodmann,Stefanie, 2020. "Ex-ante Evaluation of the Impact of Increases in Minimum Wages on Labor Market Outcomes in Kosovo," Policy Research Working Paper Series 9357, The World Bank.
    10. Fone, Zachary S. & Sabia, Joseph J. & Cesur, Resul, 2023. "The unintended effects of minimum wage increases on crime," Journal of Public Economics, Elsevier, vol. 219(C).
    11. David Slichter, 2023. "The employment effects of the minimum wage: A selection ratio approach to measuring treatment effects," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(3), pages 334-357, April.
    12. Clemens, Jeffrey & Wither, Michael, 2019. "The minimum wage and the Great Recession: Evidence of effects on the employment and income trajectories of low-skilled workers," Journal of Public Economics, Elsevier, vol. 170(C), pages 53-67.
    13. Loukas Karabarbounis & Jeremy Lise & Anusha Nath, 2022. "Minimum Wages and Labor Markets in the Twin Cities," Working Papers 793, Federal Reserve Bank of Minneapolis.
    14. Matthew T. Gustafson & Jason D. Kotter, 2023. "Higher Minimum Wages Reduce Capital Expenditures," Management Science, INFORMS, vol. 69(5), pages 2933-2953, May.
    15. Michael R. Strain & Jeffrey Clemens, 2017. "Estimating the employment effects of recent minimum wage changes: Early evidence, an interpretative framework, and a pre-commitment to future analysis," AEI Economics Working Papers 914893, American Enterprise Institute.
    16. David Neumark, 2017. "The Employment Effects of Minimum Wages: Some Questions We Need to Answer," NBER Working Papers 23584, National Bureau of Economic Research, Inc.
    17. Evan Totty, 2017. "The Effect Of Minimum Wages On Employment: A Factor Model Approach," Economic Inquiry, Western Economic Association International, vol. 55(4), pages 1712-1737, October.
    18. Sudheer Chava & Alexander Oettl & Manpreet Singh, 2023. "Does a One-Size-Fits-All Minimum Wage Cause Financial Stress for Small Businesses?," Management Science, INFORMS, vol. 69(11), pages 7095-7117, November.
    19. Fahad Fahimullah & Yi Geng & Bradley Hardy & Daniel Muhammad & Jeffrey Wilkins, 2019. "Earnings, EITC, and Employment Responses to a $15 Minimum Wage: Will Low-Income Workers Be Better Off?," Economic Development Quarterly, , vol. 33(4), pages 331-350, November.
    20. Emiel van Bezooijen & Wiljan van den Berge & Anna Salomons, 2024. "The Young Bunch: Youth Minimum Wages and Labor Market Outcomes," ILR Review, Cornell University, ILR School, vol. 77(3), pages 428-460, May.

    More about this item

    JEL classification:

    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ehl:lserod:84060. 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: LSERO Manager (email available below). General contact details of provider: https://edirc.repec.org/data/lsepsuk.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.