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Economic Shocks and Skill Acquisition: Evidence from a National Online Learning Platform at the Onset of COVID-19

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Listed:
  • Ina Ganguli
  • Jamal I. Haidar
  • Asim Ijaz Khwaja
  • Samuel W. Stemper
  • Basit Zafar

Abstract

We study how large shocks impact individuals’ skilling decisions using data from the largest online learning platform in Saudi Arabia. The onset of the COVID-19 pandemic brought about a massive increase in online skilling, and demand shifted towards courses that offered skills, such as telework, likely to be immediately valuable during the pandemic. Consistent with a model where individuals trade off reskilling costs with their expectations of future labor market conditions and their duration of work, we find that shifts into telework courses were largest for older workers. In contrast, younger workers increased enrollments in courses related to new skills, such as general, occupation-specific, and computer-related skills. Using national administrative employment data, we provide suggestive evidence that these investments in skills in early 2020 helped users maintain employment over the course of the pandemic.

Suggested Citation

  • Ina Ganguli & Jamal I. Haidar & Asim Ijaz Khwaja & Samuel W. Stemper & Basit Zafar, 2022. "Economic Shocks and Skill Acquisition: Evidence from a National Online Learning Platform at the Onset of COVID-19," NBER Working Papers 29921, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:29921
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    References listed on IDEAS

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    1. Anjali Adukia & Sam Asher & Paul Novosad, 2020. "Educational Investment Responses to Economic Opportunity: Evidence from Indian Road Construction," American Economic Journal: Applied Economics, American Economic Association, vol. 12(1), pages 348-376, January.
    2. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    3. Kerwin Kofi Charles & Erik Hurst & Matthew J. Notowidigdo, 2018. "Housing Booms and Busts, Labor Market Opportunities, and College Attendance," American Economic Review, American Economic Association, vol. 108(10), pages 2947-2994, October.
    4. Leonardo Bursztyn & Alessandra L. González & David Yanagizawa-Drott, 2020. "Misperceived Social Norms: Women Working Outside the Home in Saudi Arabia," American Economic Review, American Economic Association, vol. 110(10), pages 2997-3029, October.
    5. Magali Beffy & Denis Fougère & Arnaud Maurel, 2012. "Choosing the Field of Study in Postsecondary Education: Do Expected Earnings Matter?," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 334-347, February.
    6. Long, Mark C. & Goldhaber, Dan & Huntington-Klein, Nick, 2015. "Do completed college majors respond to changes in wages?," Economics of Education Review, Elsevier, vol. 49(C), pages 1-14.
    7. Blanchard, Emily J. & Olney, William W., 2017. "Globalization and human capital investment: Export composition drives educational attainment," Journal of International Economics, Elsevier, vol. 106(C), pages 165-183.
    8. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    9. Monira Essa Aloud & Sara Al-Rashood & Ina Ganguli & Basit Zafar, 2020. "Information and Social Norms: Experimental Evidence on the Labor Market Aspirations of Saudi Women," NBER Working Papers 26693, National Bureau of Economic Research, Inc.
    10. Iacus, Stefano M. & King, Gary & Porro, Giuseppe, 2012. "Causal Inference without Balance Checking: Coarsened Exact Matching," Political Analysis, Cambridge University Press, vol. 20(1), pages 1-24, January.
    11. Bedard, Kelly & Herman, Douglas A., 2008. "Who goes to graduate/professional school? The importance of economic fluctuations, undergraduate field, and ability," Economics of Education Review, Elsevier, vol. 27(2), pages 197-210, April.
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    More about this item

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity

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