IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0337995.html

Estimating the economic burden of COVID-19 survivors in Punjab, Pakistan

Author

Listed:
  • Shumaila Abbas
  • Jamal Abdul Nasir
  • Rehan Ahmad Khan Sherwani

Abstract

Background: The COVID-19 survivors are under a great deal of financial stress due to high medical costs, income lost during illness, and ongoing medical expenses. Many survivors borrow money, deplete their savings, or become more economically vulnerable. The situation becomes worse for the marginalized groups who do not receive enough support. Aims and objectives: The pandemic has also had a significant financial and social impact on survivors in Pakistan. The present research aims to quantify the economic implications of COVID-19 on survivors from Punjab, Pakistan. Methods: A cross-sectional study of 5045 survivors from Punjab, Pakistan, was conducted, and the economic burden of COVID-19 on survivors was quantified using a 27-item self-administered scale. Descriptive statistics, structural equation models, and odds ratios were computed to quantify the study’s objectives. Results: The economic burden was classified into six constructs, representing the financial and social burdens of the disease on survivors. About 59.2% of the survivors were male, with an average age of 45.4 years, and 65.8% were employed in some capacity. The results depicted that the survivors aged over 45 years (OR=2.15, p

Suggested Citation

  • Shumaila Abbas & Jamal Abdul Nasir & Rehan Ahmad Khan Sherwani, 2026. "Estimating the economic burden of COVID-19 survivors in Punjab, Pakistan," PLOS ONE, Public Library of Science, vol. 21(1), pages 1-18, January.
  • Handle: RePEc:plo:pone00:0337995
    DOI: 10.1371/journal.pone.0337995
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0337995
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0337995&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0337995?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
    ---><---

    References listed on IDEAS

    as
    1. Raj Chetty & John N Friedman & Michael Stepner & Opportunity Insights Team & Camille Baker & Harvey Barnhard & Matt Bell & Gregory Bruich & Tina Chelidze & Lucas Chu & Westley Cineus & Sebi Devlin-Fol, 2024. "The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 829-889.
    2. Don M. Chance, 2024. "The Risk Management of COVID-19: Lessons from Financial Economics and Financial Risk Management," JRFM, MDPI, vol. 17(8), pages 1-21, August.
    3. Mohsin, Muhammad & Jamaani, Fouad, 2023. "Green finance and the socio-politico-economic factors’ impact on the future oil prices: Evidence from machine learning," Resources Policy, Elsevier, vol. 85(PA).
    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. Ainoa Aparicio Fenoll, 2025. "The different effects of Covid on children with parents in teleworkable and non-teleworkable occupations," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(1), pages 1-28, March.
    2. Bravata, Dena & Cantor, Jonathan & Sood, Neeraj & Whaley, Christopher, 2025. "Back to school: The effect of school visits during COVID-19 on COVID-19 outcomes," Journal of Health Economics, Elsevier, vol. 102(C).
    3. repec:osf:thesis:wdxuk_v1 is not listed on IDEAS
    4. De Schryder, Selien & Koutounidis, Nikolaos & Schoors, Koen & Weytjens, Johannes, 2025. "Assessing the heterogeneous impact of COVID-19 on consumption using bank transactions," Journal of Macroeconomics, Elsevier, vol. 84(C).
    5. Adrian Adermon & Lisa Laun & Patrik Lind & Martin Olsson & Jan Sauermann & Anna Sjögren, 2024. "Earnings Losses and the Role of the Welfare State During the COVID‐19 Pandemic: Evidence from Sweden," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 70(4), pages 981-1010, December.
    6. Xiaomei Yuan & Fang-Rong Ren & Tao-Feng Wu, 2025. "Oil Futures Dynamics and Energy Transition: Evidence from Macroeconomic and Energy Market Linkages," Energies, MDPI, vol. 18(14), pages 1-27, July.
    7. Dong, Zhanyu & Cai, Jiayi & Li, Xuchao & Luan, Mengna, 2025. "Firm-level impacts and recovery dynamics following a public health crisis: Lessons from China’s SARS experience," Journal of Asian Economics, Elsevier, vol. 98(C).
    8. Iryna Demko & Ana Claudia Sant’Anna, 2023. "Impact of Race, Ethnicity, and Gender on the SBA Paycheck Protection Program (PPP) Loan Amounts," Economic Development Quarterly, , vol. 37(3), pages 211-229, August.
    9. Tian, Zheng & Schmidt, Claudia & Goetz, Stephan J., . "The Role of Community Food Services in Reducing U.S. Food Insufficiency in the COVID-19 Pandemic," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 47(3).
    10. Benchimol, Jonathan & Kazinnik, Sophia & Saadon, Yossi, 2025. "Federal Reserve communication and the COVID‐19 pandemic," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 93(5), pages 464-484.
    11. Claire Greene & Ellen A. Merry & Joanna Stavins, 2021. "Has COVID Changed Consumer Payment Behavior?," Working Papers 21-12, Federal Reserve Bank of Boston.
    12. Brunckhorst, Ben & Cojocaru, Alexandru & Kim, Yeon Soo & Kugler, Maurice, 2024. "Long COVID: The evolution of household welfare in developing countries during the pandemic," World Development, Elsevier, vol. 175(C).
    13. Kindsgrab, Paul M., 2022. "Do higher income taxes on top earners trickle down? A local labor markets approach," Journal of Public Economics, Elsevier, vol. 214(C).
    14. Gaofeng Guan & Dong Liu & Jiayang Zhai, 2022. "Factors Influencing Consumer Satisfaction of Fresh Produce E-Commerce in the Background of COVID-19—A Hybrid Approach Based on LDA-SEM-XGBoost," Sustainability, MDPI, vol. 14(24), pages 1-19, December.
    15. Borja Gambau & Juan C. Palomino & Juan G. Rodríguez & Raquel Sebastian, 2022. "COVID-19 restrictions in the US: wage vulnerability by education, race and gender," Applied Economics, Taylor & Francis Journals, vol. 54(25), pages 2900-2915, May.
    16. Filippos Petroulakis, 2023. "Task Content and Job Losses in the Great Lockdown," ILR Review, Cornell University, ILR School, vol. 76(3), pages 586-613, May.
    17. Osuna-Gomez, Daniel, 2023. "The impact of the COVID-19 pandemic on post-great recession entrants: Evidence from Mexico," Labour Economics, Elsevier, vol. 81(C).
    18. Jinjing Li & Yogi Vidyattama & Hai Anh La & Riyana Miranti & Denisa M Sologon, 2020. "The Impact of COVID-19 and Policy Responses on Australian Income Distribution and Poverty," Papers 2009.04037, arXiv.org.
    19. Guido Matias Cortes & Eliza Forsythe, 2023. "Distributional impacts of the Covid-19 pandemic and the CARES Act," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 21(2), pages 325-349, June.
    20. W. Blake Marsh & Padma Sharma, 2021. "Government Loan Guarantees during a Crisis: The Effect of the PPP on Bank Lending and Profitability," Research Working Paper RWP 21-03, Federal Reserve Bank of Kansas City.
    21. Martin O'Connell & Áureo de Paula & Kate Smith, 2021. "Preparing for a pandemic: spending dynamics and panic buying during the COVID‐19 first wave," Fiscal Studies, John Wiley & Sons, vol. 42(2), pages 249-264, June.

    More about this item

    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:plo:pone00:0337995. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.