IDEAS home Printed from https://ideas.repec.org/p/zbw/glodps/541.html
   My bibliography  Save this paper

All that glitters is not gold. Effects of working from home on income inequality at the time of COVID-19

Author

Listed:
  • Bonacini, Luca
  • Gallo, Giovanni
  • Scicchitano, Sergio

Abstract

The recent global COVID-19 pandemic forced most of governments in developed countries to introduce severe measures limiting people mobility freedom in order to contain the infection spread. Consequently, working from home (WFH) procedures became of great importance for a large part of employees, since they represent the only option to both continue working and keep staying home. Based on influence function regression methods, our paper explores the role of WFH attitude across labour income distribution in Italy. Results show that increasing WFH attitudes of occupations would lead to a rise of wage inequality among Italian employees. Specifically, a change from low to high WFH attitude would determine a 10% wage premium on average and even higher premiums (+17%) in top deciles of wage distribution. A possible improvement of occupations WFH attitude tends to benefit male, older and high-paid employees, as well as those living in provinces more affected by the novel coronavirus.

Suggested Citation

  • Bonacini, Luca & Gallo, Giovanni & Scicchitano, Sergio, 2020. "All that glitters is not gold. Effects of working from home on income inequality at the time of COVID-19," GLO Discussion Paper Series 541, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:541
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/216901/1/GLO-DP-0541.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Picchio, Matteo & Mussida, Chiara, 2011. "Gender wage gap: A semi-parametric approach with sample selection correction," Labour Economics, Elsevier, vol. 18(5), pages 564-578, October.
    2. Bonacini, Luca & Gallo, Giovanni & Patriarca, Fabrizio, 2020. "Drawing policy suggestions to fight Covid-19 from hardly reliable data. A machine-learning contribution on lockdowns analysis," GLO Discussion Paper Series 534, Global Labor Organization (GLO).
    3. Teresa Barbieri & Gaetano Basso & Sergio Scicchitano, 2022. "Italian Workers at Risk During the COVID-19 Epidemic," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 8(1), pages 175-195, March.
    4. Eline Moens & Louis Lippens & Philippe Sterkens & Johannes Weytjens & Stijn Baert, 2022. "The COVID-19 crisis and telework: a research survey on experiences, expectations and hopes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(4), pages 729-753, June.
    5. Nicholas Bloom & James Liang & John Roberts & Zhichun Jenny Ying, 2015. "Does Working from Home Work? Evidence from a Chinese Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(1), pages 165-218.
    6. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    7. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2020. "Inequality in the impact of the coronavirus shock: Evidence from real time surveys," Journal of Public Economics, Elsevier, vol. 189(C).
    8. Matteo Lucchese & Mario Pianta, 2020. "The Coming Coronavirus Crisis: What Can We Learn?," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 55(2), pages 98-104, March.
    9. Baert, Stijn & Lippens, Louis & Moens, Eline & Sterkens, Philippe & Weytjens, Johannes, 2020. "How do we think the COVID-19 crisis will affect our careers (if any remain)?," GLO Discussion Paper Series 520, Global Labor Organization (GLO).
    10. Hensvik, Lena & Le Barbanchon, Thomas & Rathelot, Roland, 2020. "Which jobs are done from home? Evidence from the American Time Use Survey?," The Warwick Economics Research Paper Series (TWERPS) 1261, University of Warwick, Department of Economics.
    11. Yasenov, Vasil, 2020. "Who Can Work from Home?," IZA Discussion Papers 13197, Institute of Labor Economics (IZA).
    12. Béland, Louis-Philippe & Brodeur, Abel & Wright, Taylor, 2020. "The Short-Term Economic Consequences of COVID-19: Exposure to Disease, Remote Work and Government Response," GLO Discussion Paper Series 524, Global Labor Organization (GLO).
    13. Matthew Famiglietti & Fernando Leibovici & Ana Maria Santacreu, 2020. "Social Distancing and Contact-Intensive Occupations," On the Economy 87739, Federal Reserve Bank of St. Louis.
    14. Chung Choe & Philippe Van Kerm, 2018. "Foreign Workers and the Wage Distribution: What Does the Influence Function Reveal?," Econometrics, MDPI, vol. 6(3), pages 1-26, September.
    15. Yasenov, Vasil, 2020. "Who Can Work from Home?," OSF Preprints 89k47, Center for Open Science.
    16. Miklós Koren & Rita Pető, 2020. "Business disruptions from social distancing," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-14, September.
    17. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    18. Leone Leonida & Marianna Marra & Sergio Scicchitano & Antonio Giangreco & Marco Biagetti, 2020. "Estimating the Wage Premium to Supervision for Middle Managers in Different Contexts: Evidence from Germany and the UK," Work, Employment & Society, British Sociological Association, vol. 34(6), pages 1004-1026, December.
    19. Rothe, Christoph, 2010. "Nonparametric estimation of distributional policy effects," Journal of Econometrics, Elsevier, vol. 155(1), pages 56-70, March.
    20. Simon Mongey & Laura Pilossoph & Alexander Weinberg, 2021. "Which workers bear the burden of social distancing?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 19(3), pages 509-526, September.
    21. Yun Qiu & Xi Chen & Wei Shi, 2020. "Impacts of social and economic factors on the transmission of coronavirus disease 2019 (COVID-19) in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(4), pages 1127-1172, October.
    22. Titan Alon & Matthias Doepke & Jane Olmstead-Rumsey & Michèle Tertilt, 2020. "The Impact of COVID-19 on Gender Equality," CRC TR 224 Discussion Paper Series crctr224_2020_163, University of Bonn and University of Mannheim, Germany.
    23. Valentina Meliciani & Debora Radicchia, 2011. "The informal recruitment channel and the quality of job-worker matches: an analysis on Italian survey data," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(2), pages 511-554, April.
    24. Alan S. Blinder & Alan B. Krueger, 2013. "Alternative Measures of Offshorability: A Survey Approach," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 97-128.
    25. Marta Angelici & Paola Profeta, 2020. "Smart-working: Work Flexibility Without Constraints," CHILD Working Papers Series 77 JEL Classification: J1, Centre for Household, Income, Labour and Demographic Economics (CHILD) - CCA.
    26. Iammarino, Simona & Guy, Frederick & Filippetti, Andrea, 2019. "Regional disparities in the effect of training on employment," LSE Research Online Documents on Economics 87466, London School of Economics and Political Science, LSE Library.
    27. Fabio Clementi & Michele Giammatteo, 2014. "The labour market and the distribution of earnings: an empirical analysis for Italy," International Review of Applied Economics, Taylor & Francis Journals, vol. 28(2), pages 154-180, March.
    28. Delaporte, Isaure & Peña, Werner, 2020. "Working From Home Under COVID-19: Who Is Affected? Evidence From Latin American and Caribbean Countries," GLO Discussion Paper Series 528, Global Labor Organization (GLO).
    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. Eusebio Lasa Altuna & Aratz Soto Gorrotxategi, 2021. "Innovación Social Transformadora frente al capitalismo neoliberal," Revista de Economía Crítica, Asociación de Economía Crítica, vol. 31, pages 19-34.
    2. 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).
    3. Esme Işık & Ayfer Özyılmaz & Metin Toprak & Yüksel Bayraktar & Figen Büyükakın & Mehmet Fırat Olgun, 2022. "Will Outbreaks Increase or Reduce Income Inequality? the Case of COVID-19," Istanbul Business Research, Istanbul University Business School, vol. 51(2), pages 583-605, November.
    4. Daniel Garrote Sanchez & Nicolas Gomez Parra & Caglar Ozden & Bob Rijkers & Mariana Viollaz & Hernan Winkler, 2021. "Who on Earth Can Work from Home? [Secular Stagnation? The Effect of Aging on Economic Growth in the Age of Automation]," The World Bank Research Observer, World Bank, vol. 36(1), pages 67-100.
    5. Hakan Yilmazkuday, 2020. "COVID‐19 and unequal social distancing across demographic groups," Regional Science Policy & Practice, Wiley Blackwell, vol. 12(6), pages 1235-1248, December.
    6. Ferdinando Toscano & Salvatore Zappalà, 2020. "Social Isolation and Stress as Predictors of Productivity Perception and Remote Work Satisfaction during the COVID-19 Pandemic: The Role of Concern about the Virus in a Moderated Double Mediation," Sustainability, MDPI, vol. 12(23), pages 1-14, November.

    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. Luca Bonacini & Giovanni Gallo & Sergio Scicchitano, 2021. "Working from home and income inequality: risks of a ‘new normal’ with COVID-19," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(1), pages 303-360, January.
    2. Ainaa, Carmen & Brunetti, Irene & Mussida, Chiara & Scicchitano, Sergio, 2021. "Who lost the most? Distributive effects of COVID-19 pandemic," GLO Discussion Paper Series 829, Global Labor Organization (GLO).
    3. Carmen Aina & Irene Brunetti & Chiara Mussida & Sergio Scicchitano, 2023. "Distributional effects of COVID-19," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(1), pages 221-256, March.
    4. Isaure Delaporte & Julia Escobar & Werner Peña, 2021. "The distributional consequences of social distancing on poverty and labour income inequality in Latin America and the Caribbean," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1385-1443, October.
    5. Mauro Caselli & Andrea Fracasso & Sergio Scicchitano, 2020. "From the lockdown to the new normal: An analysis of the limitations to individual mobility in Italy following the Covid-19 crisis," Discussion Paper series in Regional Science & Economic Geography 2020-07, Gran Sasso Science Institute, Social Sciences, revised Oct 2020.
    6. Mauro Caselli & Andrea Fracasso & Sergio Scicchitano, 2022. "From the lockdown to the new normal: individual mobility and local labor market characteristics following the COVID-19 pandemic in Italy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(4), pages 1517-1550, October.
    7. Alipour, Jean-Victor & Falck, Oliver & Schüller, Simone, 2023. "Germany’s capacity to work from home," European Economic Review, Elsevier, vol. 151(C).
    8. Carbonero, Francesco & Scicchitano, Sergio, 2021. "Labour and technology at the time of Covid-19. Can artificial intelligence mitigate the need for proximity?," GLO Discussion Paper Series 765, Global Labor Organization (GLO).
    9. Basso, Gaetano & Boeri, Tito & Caiumi, Alessandro & Paccagnella, Marco, 2020. "The New Hazardous Jobs and Worker Reallocation," IZA Discussion Papers 13532, Institute of Labor Economics (IZA).
    10. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2022. "Work that can be done from home: evidence on variation within and across occupations and industries," Labour Economics, Elsevier, vol. 74(C).
    11. Abel Brodeur & David Gray & Anik Islam & Suraiya Bhuiyan, 2021. "A literature review of the economics of COVID‐19," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1007-1044, September.
    12. Alipour, Jean-Victor & Fadinger, Harald & Schymik, Jan, 2021. "My home is my castle – The benefits of working from home during a pandemic crisis," Journal of Public Economics, Elsevier, vol. 196(C).
    13. Teresa Barbieri & Gaetano Basso & Sergio Scicchitano, 2022. "Italian Workers at Risk During the COVID-19 Epidemic," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 8(1), pages 175-195, March.
    14. Jean-Victor Alipour & Harald Fadinger & Jan Schymik, 2020. "My Home Is my Castle – The Benefits of Working from Home During a Pandemic Crisis Evidence from Germany," ifo Working Paper Series 329, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    15. Blázquez, Maite & Herrarte, Ainhoa & Moro-Egido, Ana I., 2023. "Gender differences in the effect of teleworking on job loss during the COVID-19 pandemic in Spain," Economics & Human Biology, Elsevier, vol. 51(C).
    16. Crowley, Frank & Daly, Hannah & Doran, Justin & Ryan, Geraldine & Caulfield, Brian, 2021. "The impact of labour market disruptions and transport choice on the environment during COVID-19," Transport Policy, Elsevier, vol. 106(C), pages 185-195.
    17. Crowley, Frank & Doran, Justin & Ryan, Geraldine, 2020. "The impact of Covid-19 restrictions on workers: Who is most exposed?," SRERC Working Paper Series SRERCWP2020-3, University College Cork (UCC), Spatial and Regional Economic Research Centre (SRERC).
    18. Pouliakas, Konstantinos, 2020. "Working at Home in Greece: Unexplored Potential at Times of Social Distancing?," IZA Discussion Papers 13408, Institute of Labor Economics (IZA).
    19. Lea Immel & Florian Neumeier & Andreas Peichl, 2022. "The Unequal Consequences of the Covid‐19 Pandemic: Evidence from a Large Representative German Population Survey," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(2), pages 471-496, June.
    20. Laurent Bossavie & Daniel Garrote‐Sanchez & Mattia Makovec & Çağlar Özden, 2022. "Do immigrants shield the locals? Exposure to COVID‐related risks in the European Union," Review of International Economics, Wiley Blackwell, vol. 30(5), pages 1478-1514, November.

    More about this item

    Keywords

    COVID-19; working from home; inequality; unconditional quantile regressions;
    All these keywords.

    JEL classification:

    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination

    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:zbw:glodps:541. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/glabode.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.