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Who and how many can work from home? Evidence from task descriptions

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  • Henning Holgersen

    (Statistics Norway)

  • Zhiyang Jia

    (Statistics Norway)

  • Simen Svenkerud

    (Statistics Norway)

Abstract

The Covid-19 crisis has forced great societal changes, including forcing many to work from home (WFH) in an effort to limit the spread of the disease. The ability to work from home has long been considered a perk, but we have few estimates of how many jobs are actually possible to be performed from home. This paper proposes a method to estimate the share of these jobs. For each occupation, we obtain a WFH friendly measure by asking respondents from Amazon Mechanical Turk (MTurk) to evaluate whether the corresponding tasks can be performed from home based on the descriptions from the International Standard Classification of Occupations 2008 (ISCO-08) standard. The share of WFH friendly jobs in an economy can then be estimated by combining these measures with the labor statistics on occupational employments. Using Norway as an illustrating example, we find that approximately 38% of Norwegian jobs can be performed from home. The Norwegian results also suggest that the pandemic and the government’s attempts to mitigate this crisis may have a quite uneven impact on the working population. Those who are already disadvantaged are often less likely to have jobs that can be performed from home.

Suggested Citation

  • Henning Holgersen & Zhiyang Jia & Simen Svenkerud, 2021. "Who and how many can work from home? Evidence from task descriptions," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 55(1), pages 1-13, December.
  • Handle: RePEc:spr:jlabrs:v:55:y:2021:i:1:d:10.1186_s12651-021-00287-z
    DOI: 10.1186/s12651-021-00287-z
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    1. 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.
    2. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    3. 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).
    4. Alstadsaeter, Annette & Bratsberg, Bernt & Eielsen, Gaute & Kopczuk, Wojciech & Markussen, Simen & Raaum, Oddbjørn & Røed, Knut, 2020. "The first weeks of the coronavirus crisis: Who got hit, when and why? Evidence from Norway," CEPR Discussion Papers 14825, C.E.P.R. Discussion Papers.
    5. 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.
    6. Erik Brynjolfsson & John J. Horton & Adam Ozimek & Daniel Rock & Garima Sharma & Hong-Yi TuYe, 2020. "COVID-19 and Remote Work: An Early Look at US Data," NBER Working Papers 27344, National Bureau of Economic Research, Inc.
    7. Jean-Victor Alipour & Oliver Falck & Simone Schüller, 2020. "Germany's Capacity to Work from Home," CESifo Working Paper Series 8227, CESifo.
    8. Glenn Dutcher, E., 2012. "The effects of telecommuting on productivity: An experimental examination. The role of dull and creative tasks," Journal of Economic Behavior & Organization, Elsevier, vol. 84(1), pages 355-363.
    9. Natália P. Monteiro & Odd Rune Straume & Marieta Valente, 2019. "Does remote work improve or impair firm labour productivity? Longitudinal evidence from," NIPE Working Papers 14/2019, NIPE - Universidade do Minho.
    10. Alipour, Jean-Victor & Falck, Oliver & Schüller, Simone, 2020. "Germany's Capacities to Work from Home," IZA Discussion Papers 13152, Institute of Labor Economics (IZA).
    11. Ruth Barrett, 2010. "Disadvantaged groups in the labour market," Economic & Labour Market Review, Palgrave Macmillan;Office for National Statistics, vol. 4(6), pages 18-24, June.
    12. Berinsky, Adam J. & Huber, Gregory A. & Lenz, Gabriel S., 2012. "Evaluating Online Labor Markets for Experimental Research: Amazon.com's Mechanical Turk," Political Analysis, Cambridge University Press, vol. 20(3), pages 351-368, July.
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    Cited by:

    1. Caselli, Mauro & Fracasso, Andrea & Traverso, Silvio, 2021. "Robots and risk of COVID-19 workplace contagion: Evidence from Italy," Technological Forecasting and Social Change, Elsevier, vol. 173(C).
    2. Okubo, Toshihiro, 2022. "Telework in the spread of COVID-19," Information Economics and Policy, Elsevier, vol. 60(C).
    3. José María Ortiz-Lozano & Pedro César Martínez-Morán & Iván Fernández-Muñoz, 2021. "Difficulties for Teleworking of Public Employees in the Spanish Public Administration," Sustainability, MDPI, vol. 13(16), pages 1-14, August.
    4. 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).
    5. 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.
    6. Jaroslaw Morawski, 2022. "Impact of working from home on European office rents and vacancy rates," Zeitschrift für Immobilienökonomie (German Journal of Real Estate Research), Springer;Gesellschaft für Immobilienwirtschaftliche Forschung e. V., vol. 8(2), pages 173-188, October.
    7. Andrea Vinueza-Cabezas & Gabriel Osejo-Taco & Alejandro Unda-López & Clara Paz & Paula Hidalgo-Andrade, 2022. "A Comparison of Working Conditions and Workers’ Perceptions among On-Site, Telework, and Hybrid Workers in Ecuador during the COVID-19 Pandemic," IJERPH, MDPI, vol. 19(21), pages 1-13, November.
    8. José M. Ortiz-Lozano & Pedro C. Martínez-Morán & Víctor L. de Nicolás, 2022. "Teleworking in the Public Administration: An Analysis Based on Spanish Civil Servants’ Perspectives During the Pandemic," SAGE Open, , vol. 12(1), pages 21582440221, March.
    9. Kawaguchi, Daiji & Motegi, Hiroyuki, 2021. "Who can work from home? The roles of job tasks and HRM practices," Journal of the Japanese and International Economies, Elsevier, vol. 62(C).
    10. 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.
    11. Ourania Tzoraki & Svetlana Dimitrova & Marin Barzakov & Saad Yaseen & Vasilis Gavalas & Hani Harb & Abas Haidari & Brian P. Cahill & Alexandra Ćulibrk & Ekaterini Nikolarea & Eleni Andrianopulu & Miro, 2021. "The Impact of the COVID-19 Pandemic on the Working Conditions, Employment, Career Development and Well-Being of Refugee Researchers," Societies, MDPI, vol. 11(3), pages 1-13, July.

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    More about this item

    Keywords

    COVID-19; Working from home; Job advertisements; Unconventional data;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R32 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - Other Spatial Production and Pricing Analysis

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