IDEAS home Printed from https://ideas.repec.org/a/jns/jbstat/v241y2021i3p373-404n2.html
   My bibliography  Save this article

Working from Home, Wages, and Regional Inequality in the Light of COVID-19

Author

Listed:
  • Irlacher Michael

    (Department of Economics, JKU Linz, Linz, Austria)

  • Koch Michael

    (Department of Economics and Business Economics, Aarhus University, Aarhus, Denmark)

Abstract

We use the most recent wave of the German Qualifications and Career Survey to reveal a substantial wage premium in a Mincer regression for workers performing their job from home. The premium accounts for more than 10% and persists within narrowly defined jobs as well as after controlling for workplace characteristics. In a next step, we provide evidence on substantial regional variation in the share of jobs that can be done from home in Germany. Our analysis reveals a strong, positive relation between the share of jobs with working from home opportunities and the mean worker income in a district. Assuming that jobs with the opportunity of remote work are more crisis proof, our results suggest that the COVID-19 pandemic might affect poorer regions to a greater extent. Hence, examining regional disparities is central for policy-makers in choosing economic policies to mitigate the consequences of this crisis.

Suggested Citation

  • Irlacher Michael & Koch Michael, 2021. "Working from Home, Wages, and Regional Inequality in the Light of COVID-19," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 241(3), pages 373-404, June.
    • Handle: RePEc:jns:jbstat:v:241:y:2021:i:3:p:373-404:n:2
    DOI: 10.1515/jbnst-2020-0030
    as

    Download full text from publisher

    File URL: https://doi.org/10.1515/jbnst-2020-0030
    Download Restriction: no
    File URL: https://libkey.io/10.1515/jbnst-2020-0030?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Sascha O. Becker & Marc-Andreas Muendler, 2015. "Trade and tasks: an exploration over three decades in Germany," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 30(84), pages 589-641.
    2. Daron Acemoglu & Jörn-Steffen Pischke, 1998. "Why Do Firms Train? Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 79-119.
    3. Christina Gathmann & Uta Schönberg, 2010. "How General Is Human Capital? A Task-Based Approach," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 1-49, January.
    4. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    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. Jieun Lee, 2022. "Moral Hazard on Productivity Among Work-From-Home Workers Amid the COVID-19 Pandemic," Papers 2209.05684, arXiv.org.
    2. Alexandru Bănică & Ionel Muntele, 2023. "Local and regional factors of spatial differentiation of the excess mortality related to the COVID-19 pandemic in Romania," Letters in Spatial and Resource Sciences, Springer, vol. 16(1), pages 1-21, December.
    3. Marouani, Mohamed Ali & Minh, Phuong Le, 2020. "The first victims of Covid-19 in developing countries? The most vulnerable workers to the lockdown of the Tunisian economy," GLO Discussion Paper Series 581, Global Labor Organization (GLO).
    4. Juan Cruz Varvello & Jorge Camusso & Ana Inés Navarro, 2022. "Teletrabajo y distribución de ingresos laborales en Argentina," Asociación Argentina de Economía Política: Working Papers 4605, Asociación Argentina de Economía Política.
    5. Wu, Hongyue & Chang, Yuan & Chen, Yunfeng, 2024. "Greenhouse gas emissions under work from home vs. office: An activity-based individual-level accounting model," Applied Energy, Elsevier, vol. 353(PB).
    6. Palomino, Juan C. & Rodríguez, Juan G. & Sebastian, Raquel, 2020. "Wage inequality and poverty effects of lockdown and social distancing in Europe," European Economic Review, Elsevier, vol. 129(C).
    7. Jan Fransen & Daniela Ochoa Peralta & Francesca Vanelli & Jurian Edelenbos & Beatriz Calzada Olvera, 2022. "The emergence of Urban Community Resilience Initiatives During the COVID-19 Pandemic: An International Exploratory Study," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(1), pages 432-454, February.
    8. Stefanie Stantcheva, 2022. "Inequalities in the times of a pandemic," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 37(109), pages 5-41.
    9. Magnus Moglia & Stephen Glackin & John L. Hopkins, 2022. "The Working-from-Home Natural Experiment in Sydney, Australia: A Theory of Planned Behaviour Perspective," Sustainability, MDPI, vol. 14(21), pages 1-21, October.
    10. Diego Rodríguez Rodríguez, 2020. "Teletrabajo, acceso a Internet y apoyo a la digitalización en el contexto del Covid-19," Fedea Economy Notes 2020-08, FEDEA.
    11. Pouliakas, Konstantinos, 2020. "Working at Home in Greece: Unexplored Potential at Times of Social Distancing?," IZA Discussion Papers 13408, Institute of Labor Economics (IZA).
    12. Wei Wan & Jue Wang & Weimin Jiang, 2023. "Does COVID-19 Exacerbate Regional Income Inequality? Evidence from 20 Provinces of China," Sustainability, MDPI, vol. 15(15), pages 1-16, August.
    13. Vogtenhuber, Stefan & Steiber, Nadia & Mühlböck, Monika, 2023. "Got used to make less: the lasting earnings losses of COVID-19 short-time work," SocArXiv p2qvh, Center for Open Science.
    14. Kosteas, Vasilios D. & Renna, Francesco & Scicchitano, Sergio, 2022. "Covid-19 and Working from Home: toward a "new normal"?," GLO Discussion Paper Series 1013, Global Labor Organization (GLO).
    15. Astorquiza-Bustos, Bilver Adrian & Quintero-Peña, Jose Wilmar, 2023. "Who can work from home? A remote working index for an emerging economy," Telecommunications Policy, Elsevier, vol. 47(10).
    16. Bárcena-Martín, Elena & Molina, Julián & Muñoz-Fernández, Ana & Pérez-Moreno, Salvador, 2022. "Vulnerability and COVID-19 infection rates: A changing relationship during the first year of the pandemic," Economics & Human Biology, Elsevier, vol. 47(C).
    17. Cho, Seung Jin & Lee, Jun Yeong & Winters, John V., 2020. "COVID-19 Employment Status Impacts on Food Sector Workers," ISU General Staff Papers 202006080700001107, Iowa State University, Department of Economics.
    18. Wang, Ding & Tayarani, Mohammad & Yueshuai He, Brian & Gao, Jingqin & Chow, Joseph Y.J. & Oliver Gao, H. & Ozbay, Kaan, 2021. "Mobility in post-pandemic economic reopening under social distancing guidelines: Congestion, emissions, and contact exposure in public transit," Transportation Research Part A: Policy and Practice, Elsevier, vol. 153(C), pages 151-170.
    19. Svenn-Erik Mamelund & Jessica Dimka & Nan Zou Bakkeli, 2021. "Social Disparities in Adopting Non-pharmaceutical Interventions During COVID-19 in Norway," Journal of Developing Societies, , vol. 37(3), pages 302-328, September.
    20. Ben Yahmed, Sarra & Berlingieri, Francesco & Brüll, Eduard, 2022. "Adjustments of local labour markets to the COVID-19 crisis: The role of digitalisation and working-from-home," ZEW Discussion Papers 22-031, ZEW - Leibniz Centre for European Economic Research.
    21. Fadinger, Harald & Schymik, Jan & Alipour, Jean-Victor, 2020. "My Home Is My Castle -- The Benefits of Working from Home During a Pandemic Crisis: Evidence from Germany," CEPR Discussion Papers 14871, C.E.P.R. Discussion Papers.

    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. Eric A. Hanushek & Guido Schwerdt & Ludger Woessmann & Lei Zhang, 2017. "General Education, Vocational Education, and Labor-Market Outcomes over the Lifecycle," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 48-87.
    2. Hartmut Egger & Elke Jahn & Stefan Kornitzky, 2021. "How Does the Position in Business Group Hierarchies Affect Workers’ Wages?," Working Papers 213, Bavarian Graduate Program in Economics (BGPE).
    3. Winkler, Erwin, 2020. "Diverging paths: Labor reallocation, sorting, and wage inequality," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224535, Verein für Socialpolitik / German Economic Association.
    4. Engberg, Erik & Koch, Michael & Lodefalk, Magnus & Schroeder, Sarah, 2023. "Artificial Intelligence, Tasks, Skills and Wages: Worker-Level Evidence from Germany," Working Papers 2023:12, Örebro University, School of Business.
    5. Carl Sanders & Christopher Taber, 2012. "Life-Cycle Wage Growth and Heterogeneous Human Capital," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 399-425, July.
    6. Egger, Hartmut & Jahn, Elke & Kornitzky, Stefan, 2022. "How does the position in business group hierarchies affect workers’ wages?," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 244-263.
    7. Keller, Wolfgang & Utar, Hale, 2023. "International trade and job polarization: Evidence at the worker level," Journal of International Economics, Elsevier, vol. 145(C).
    8. repec:gdk:wpaper:51 is not listed on IDEAS
    9. Moreno-Galbis, Eva, 2012. "The impact of TFP growth on the unemployment rate: Does on-the-job training matter?," European Economic Review, Elsevier, vol. 56(8), pages 1692-1713.
    10. Ross, Matthew B., 2017. "Routine-biased technical change: Panel evidence of task orientation and wage effects," Labour Economics, Elsevier, vol. 48(C), pages 198-214.
    11. Rendall, Michelle & Weiss, Franziska J., 2016. "Employment polarization and the role of the apprenticeship system," European Economic Review, Elsevier, vol. 82(C), pages 166-186.
    12. Molina-Domene, Maria, 2018. "Labor specialization as a source of market frictions," LSE Research Online Documents on Economics 91703, London School of Economics and Political Science, LSE Library.
    13. Michael J. Böhm & Hans-Martin von Gaudecker & Felix Schran, 2024. "Occupation Growth, Skill Prices, and Wage Inequality," Journal of Labor Economics, University of Chicago Press, vol. 42(1), pages 201-243.
    14. Fedorets Alexandra & Adriaans Jule & Kirchner Stefan & Giering Oliver, 2022. "Data on Digital Transformation in the German Socio-Economic Panel," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 242(5-6), pages 691-705, December.
    15. Lex Borghans & Bas Ter Weel & Bruce A. Weinberg, 2014. "People Skills and the Labor-Market Outcomes of Underrepresented Groups," ILR Review, Cornell University, ILR School, vol. 67(2), pages 287-334, April.
    16. Krenz, Astrid & Prettner, Klaus & Strulik, Holger, 2021. "Robots, reshoring, and the lot of low-skilled workers," European Economic Review, Elsevier, vol. 136(C).
    17. Guido Matias Cortes, 2016. "Where Have the Middle-Wage Workers Gone? A Study of Polarization Using Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 34(1), pages 63-105.
    18. Ekinci, Emre, 2019. "Discretionary bonuses and turnover," Labour Economics, Elsevier, vol. 60(C), pages 30-49.
    19. repec:got:cegedp:98 is not listed on IDEAS
    20. Susanne Prantl & Alexandra Spitz-Oener, 2013. "Interacting Product and Labor Market Regulation and the Impact of Immigration on Native Wages," Discussion Paper Series of the Max Planck Institute for Research on Collective Goods 2013_22, Max Planck Institute for Research on Collective Goods.
    21. Baumgarten, Daniel & Geishecker, Ingo & Görg, Holger, 2013. "Offshoring, tasks, and the skill-wage pattern," European Economic Review, Elsevier, vol. 61(C), pages 132-152.
    22. Snower, Dennis J. & Goerlich, Dennis, 2013. "Multitasking and Wages," IZA Discussion Papers 7426, Institute of Labor Economics (IZA).

    More about this item

    Keywords

    working from home; COVID-19; regional disparities; home office; BIBB-BAuA;
    All these keywords.

    JEL classification:

    • H12 - Public Economics - - Structure and Scope of Government - - - Crisis Management
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • R10 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - General

    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:jns:jbstat:v:241:y:2021:i:3:p:373-404:n:2. 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: Peter Golla (email available below). General contact details of provider: https://www.degruyter.com .

    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.