IDEAS home Printed from https://ideas.repec.org/p/arx/papers/2508.12471.html
   My bibliography  Save this paper

Do STEM graduates fare better at times of Crises? Evidence from COVID 19 pandemic in India

Author

Listed:
  • Jheelum Sarkar

Abstract

I study whether and to what extent STEM college degrees offer labor market resilience during the COVID 19 shock. Both the pandemic and its nationwide lockdown affected occupations unevenly. While some jobs could adapt by switching to remote work or surging demand, others could not. Using the nationally representative high-frequency labor force survey data (2017-2023), I used a difference-in-difference strategy to compare changes in employment participation and monthly earnings between STEM and non-STEM graduates during and after the pandemic. The results suggest that individuals with a STEM college degree were more likely to be employed compared to their non-STEM counterparts during and after the pandemic period. Although STEM graduates appeared to experience higher wage growth compared to their non-STEM peers, the difference was statistically insignificant. Additional evidence on mechanisms suggests that the results are driven by the type of industries with higher share of STEM graduates, their geographical location and their career stages. The main findings were robust across alternative specifications and falsification tests.

Suggested Citation

  • Jheelum Sarkar, 2025. "Do STEM graduates fare better at times of Crises? Evidence from COVID 19 pandemic in India," Papers 2508.12471, arXiv.org.
  • Handle: RePEc:arx:papers:2508.12471
    as

    Download full text from publisher

    File URL: http://arxiv.org/pdf/2508.12471
    File Function: Latest version
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Dingel, Jonathan I. & Neiman, Brent, 2020. "How many jobs can be done at home?," Journal of Public Economics, Elsevier, vol. 189(C).
    2. Gunadi, Christian, 2019. "An inquiry on the impact of highly-skilled STEM immigration on the U.S. economy," Labour Economics, Elsevier, vol. 61(C).
    3. Black, Sandra E. & Muller, Chandra & Spitz-Oener, Alexandra & He, Ziwei & Hung, Koit & Warren, John Robert, 2021. "The importance of STEM: High school knowledge, skills and occupations in an era of growing inequality," Research Policy, Elsevier, vol. 50(7).
    4. David J Deming & Kadeem Noray, 2020. "Earnings Dynamics, Changing Job Skills, and STEM Careers," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 1965-2005.
    Full references (including those not matched with items on IDEAS)

    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. Josten, Cecily & Krause, Helen & Lordan, Grace & Yeung, Brian, 2024. "What skills pay more? The changing demand and return to skills for professional workers," LSE Research Online Documents on Economics 121450, London School of Economics and Political Science, LSE Library.
    2. Meoli, Azzurra & Piva, Evila & Righi, Hérica, 2024. "Missing women in STEM occupations: The impact of university education on the gender gap in graduates' transition to work," Research Policy, Elsevier, vol. 53(8).
    3. Couch, Kenneth A. & Fairlie, Robert W. & Xu, Huanan, 2020. "Early evidence of the impacts of COVID-19 on minority unemployment," Journal of Public Economics, Elsevier, vol. 192(C).
    4. Jacek Rothert, 2020. "Optimal federal redistribution during the uncoordinated response to a pandemic," Departmental Working Papers 64, United States Naval Academy Department of Economics.
    5. Piotr Lewandowski & Katarzyna Lipowska & Mateusz Smoter, 2022. "Working from home during a pandemic – a discrete choice experiment in Poland," IBS Working Papers 03/2022, Instytut Badan Strukturalnych.
    6. Lee, Munseob & Finerman, Rachel, 2021. "COVID-19, commuting flows, and air quality," Journal of Asian Economics, Elsevier, vol. 77(C).
    7. Nicholas Bloom & Tarek Alexander Hassan & Aakash Kalyani & Josh Lerner & Ahmed Tahoun, 2021. "The diffusion of disruptive technologies," CEP Discussion Papers dp1798, Centre for Economic Performance, LSE.
    8. Bart Roelofs & Dimitris Ballas & Hinke Haisma & Arjen Edzes, 2022. "Spatial mobility patterns and COVID‐19 incidence: A regional analysis of the second wave in the Netherlands," Regional Science Policy & Practice, Wiley Blackwell, vol. 14(S1), pages 21-40, November.
    9. Lewandowski, Piotr & Lipowska, Katarzyna & Smoter, Mateusz, 2023. "Mismatch in preferences for working from home: Evidence from discrete choice experiments with workers and employers," Ruhr Economic Papers 1026, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    10. Jinwon Kim & Jucheol Moon & Dongyun Yang, 2024. "Pigouvian Congestion Tolls and the Welfare Gain: Estimates for California Freeways," Working Papers 2402, Nam Duck-Woo Economic Research Institute, Sogang University (Former Research Institute for Market Economy).
    11. John Carter Braxton & Kyle F. Herkenhoff & Jonathan Rothbaum & Lawrence Schmidt, 2021. "Changing Income Risk across the US Skill Distribution: Evidence from a Generalized Kalman Filter," Opportunity and Inclusive Growth Institute Working Papers 55, Federal Reserve Bank of Minneapolis.
    12. Juan C. Palomino & Juan G. Rodríguez & Raquel Sebastian, 2023. "The COVID-19 shock on the labour market: poverty and inequality effects across Spanish regions," Regional Studies, Taylor & Francis Journals, vol. 57(5), pages 814-828, May.
    13. Claudia Hupkau & Barbara Petrongolo, 2020. "Work, Care and Gender during the COVID‐19 Crisis," Fiscal Studies, John Wiley & Sons, vol. 41(3), pages 623-651, September.
    14. David Baqaee & Emmanuel Farhi, 2020. "Nonlinear Production Networks with an Application to the Covid-19 Crisis," NBER Working Papers 27281, National Bureau of Economic Research, Inc.
    15. Gottlieb Charles & Grobovšek Jan & Poschke Markus & Saltiel Fernando, 2022. "Lockdown Accounting," The B.E. Journal of Macroeconomics, De Gruyter, vol. 22(1), pages 197-210, January.
    16. de la Vega, Pablo & Porto, Natalia & Cerimelo, Manuela, 2024. "Going green: estimating the potential of green jobs in Argentina," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 58, pages 1-1.
    17. Andrei Ternikov, 2023. "Skill preferences in job postings," Economics Bulletin, AccessEcon, vol. 43(4), pages 1928-1943.
    18. Graham, James & Ozbilgin, Murat, 2021. "Age, industry, and unemployment risk during a pandemic lockdown," Journal of Economic Dynamics and Control, Elsevier, vol. 133(C).
    19. Buhmann, Mara & Pohlan, Laura & Roth, Duncan H.W., 2024. "Economic Shocks and Worker Careers: Has the COVID-19 Pandemic Affected Transitions Out of Unemployment?," IZA Discussion Papers 17268, Institute of Labor Economics (IZA).
    20. Gaetano Basso & Tito Boeri & Alessandro Caiumi & Marco Paccagnella, 2020. "The new hazardous jobs and worker reallocation," OECD Social, Employment and Migration Working Papers 247, OECD Publishing.

    More about this item

    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:arx:papers:2508.12471. 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: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .

    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.