IDEAS home Printed from https://ideas.repec.org/a/wly/ajagec/v103y2021i2p466-485.html
   My bibliography  Save this article

Economic Impacts of the COVID−19 Lockdown in a Remittance‐Dependent Region

Author

Listed:
  • Anubhab Gupta
  • Heng Zhu
  • Miki Khanh Doan
  • Aleksandr Michuda
  • Binoy Majumder

Abstract

The economic impacts of COVID‐19 lockdowns on poor and vulnerable households living in rural areas of developing countries are not well understood due to a lack of detailed micro‐survey data at the household level. Utilizing weekly financial transaction data collected from households residing in a rural region of India, we estimate the impacts of India's COVID‐19 lockdown on household income, food security, welfare, and access to local loan markets. A large portion of households living in our study region is reliant on remittances from migrants to sustain their livelihoods. Our analysis reveals that in the month immediately after India's lockdown announcement, weekly household local income fell by INR 1,022 (US$ 13.5), an 88% drop compared to the long‐term average with another 63% reduction in remittance. In response to the massive loss in earnings, households substantially reduced meal portions and consumed fewer food items. Impacts were heterogeneous; households in lower income quantiles lost a higher percentage of their income and expenditures, but government food aid slightly mitigated the negative impacts. We also find an increase in the effective interest rate of local borrowing in cash and a higher demand for in‐kind loans, which are likely to have an adverse effect on households who rely on such services. The results from this paper have immediate relevance to policymakers considering additional lockdowns as the COVID‐19 pandemic resurges around the globe and to governments thinking about responses to future pandemics that may occur.

Suggested Citation

  • Anubhab Gupta & Heng Zhu & Miki Khanh Doan & Aleksandr Michuda & Binoy Majumder, 2021. "Economic Impacts of the COVID−19 Lockdown in a Remittance‐Dependent Region," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(2), pages 466-485, March.
  • Handle: RePEc:wly:ajagec:v:103:y:2021:i:2:p:466-485
    DOI: 10.1111/ajae.12178
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/ajae.12178
    Download Restriction: no

    File URL: https://libkey.io/10.1111/ajae.12178?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. Hai-Anh Dang & Toan L.D. Huynh & Manh-Hung Nguyen, 2023. "Does the COVID-19 pandemic disproportionately affect the poor? Evidence from a six-country survey," Journal of Economics and Development, Emerald Group Publishing Limited, vol. 26(1), pages 2-18, December.
    2. Wright, Austin L. & Sonin, Konstantin & Driscoll, Jesse & Wilson, Jarnickae, 2020. "Poverty and economic dislocation reduce compliance with COVID-19 shelter-in-place protocols," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 544-554.
    3. Scott R Baker & Robert A Farrokhnia & Steffen Meyer & Michaela Pagel & Constantine Yannelis & Jeffrey Pontiff, 0. "How Does Household Spending Respond to an Epidemic? Consumption during the 2020 COVID-19 Pandemic," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 834-862.
    4. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    5. Robert Moffitt & John Fitzgerald & Peter Gottschalk, 1999. "Sample Attrition in Panel Data: The Role of Selection on Observables," Annals of Economics and Statistics, GENES, issue 55-56, pages 129-152.
    6. Ceballos, Francisco & Kannan, Samyuktha & Kramer, Berber, 2020. "Impacts of a national lockdown on smallholder farmers’ income and food security: Empirical evidence from two states in India," World Development, Elsevier, vol. 136(C).
    7. Travis J. Lybbert & Christopher B. Barrett & Solomon Desta & D. Layne Coppock, 2004. "Stochastic wealth dynamics and risk management among a poor population," Economic Journal, Royal Economic Society, vol. 114(498), pages 750-777, October.
    8. Kashif Malik & Muhammad Meki & Jonathan Morduch & Timothy Ogden & Simon Quinn & Farah Said, 0. "COVID-19 and the future of microfinance: evidence and insights from Pakistan," Oxford Review of Economic Policy, Oxford University Press, vol. 36(Supplemen), pages 138-168.
    9. Sudha Narayanan & Shree Saha, 2020. "More Reform than Relief: Indian Agriculture and the Pandemic," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 63(1), pages 105-111, October.
    10. Andrew Atkeson, 2020. "What Will be the Economic Impact of COVID-19 in the US? Rough Estimates of Disease Scenarios," Staff Report 595, Federal Reserve Bank of Minneapolis.
    11. Pingali, Prabhu, 2010. "Agriculture Renaissance: Making "Agriculture for Development" Work in the 21st Century," Handbook of Agricultural Economics, in: Robert Evenson & Prabhu Pingali (ed.), Handbook of Agricultural Economics, edition 1, volume 4, chapter 74, pages 3867-3894, Elsevier.
    12. Andy Sumner & Christopher Hoy & Eduardo Ortiz-Juarez, 2020. "Estimates of the impact of COVID-19 on global poverty," WIDER Working Paper Series wp-2020-43, World Institute for Development Economic Research (UNU-WIDER).
    13. François Gerard & Clément Imbert & Kate Orkin, 2020. "Social protection response to the COVID-19 crisis: options for developing countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 36(Supplemen), pages 281-296.
    14. Channing Arndt & Jeffrey D. Lewis, 2001. "The HIV|AIDS pandemic in South Africa: sectoral impacts and unemployment," Journal of International Development, John Wiley & Sons, Ltd., vol. 13(4), pages 427-449.
    15. Hausman, Jerry A & Wise, David A, 1979. "Attrition Bias in Experimental and Panel Data: The Gary Income Maintenance Experiment," Econometrica, Econometric Society, vol. 47(2), pages 455-473, March.
    16. Michael Carter & Christopher Barrett, 2006. "The economics of poverty traps and persistent poverty: An asset-based approach," Journal of Development Studies, Taylor & Francis Journals, vol. 42(2), pages 178-199.
    17. Robert Evenson & Prabhu Pingali (ed.), 2010. "Handbook of Agricultural Economics," Handbook of Agricultural Economics, Elsevier, edition 1, volume 4, number 1.
    18. Carter, Michael R. & Zimmerman, Frederick J., 2000. "The dynamic cost and persistence of asset inequality in an agrarian economy," Journal of Development Economics, Elsevier, vol. 63(2), pages 265-302, December.
    19. Arjan de Haan, 2002. "Migration and Livelihoods in Historical Perspective: A Case Study of Bihar, India," Journal of Development Studies, Taylor & Francis Journals, vol. 38(5), pages 115-142.
    20. Channing Arndt & Jeffrey D. Lewis, 2001. "The HIV|AIDS pandemic in South Africa: sectoral impacts and unemployment," Journal of International Development, John Wiley & Sons, Ltd., vol. 13(4), pages 427-449.
    21. repec:adr:anecst:y:1999:i:55-56:p:05 is not listed on IDEAS
    22. Zhu, Heng & Gupta, Anubhab & Majumder, Binoy & Steinbach, Sandro, 2018. "Short-term effects of India’s demonetization on the rural poor," Economics Letters, Elsevier, vol. 170(C), pages 117-121.
    23. Croke, Kevin & Dabalen, Andrew & Demombynes, Gabriel & Giugale, Marcelo & Hoogeveen, Johannes, 2012. "Collecting high frequency panel data in Africa using mobile phone interviews," Policy Research Working Paper Series 6097, The World Bank.
    24. Ernesto Sánchez-Triana & Leonard Ortolano & Tapas Paul, 2018. "Managing water-related risks in the West Bengal Sundarbans: policy alternatives and institutions," International Journal of Water Resources Development, Taylor & Francis Journals, vol. 34(1), pages 78-96, January.
    25. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    26. Daryl Collins, 2008. "Debt and household finance: evidence from the Financial Diaries," Development Southern Africa, Taylor & Francis Journals, vol. 25(4), pages 469-479.
    27. Kashif Malik & Muhammad Meki & Jonathan Morduch & Timothy Ogden & Simon Quinn & Farah Said, 2020. "COVID-19 and the future of microfinance: evidence and insights from Pakistan," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 36(Supplemen), pages 138-168.
    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. Jayson Beckman & Amanda M. Countryman, 2021. "The Importance of Agriculture in the Economy: Impacts from COVID‐19," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(5), pages 1595-1611, October.
    2. Boglárka Anna Éliás & Attila Jámbor, 2021. "Food Security and COVID-19: A Systematic Review of the First-Year Experience," Sustainability, MDPI, vol. 13(9), pages 1-18, May.
    3. Barker, Nathan & Davis, C. Austin & López-Peña, Paula & Mitchell, Harrison & Mobarak, Ahmed Mushfiq & Naguib, Karim & Reimão, Maira Emy & Shenoy, Ashish & Vernot, Corey, 2023. "Migration and resilience during a global crisis," European Economic Review, Elsevier, vol. 158(C).
    4. Jana Hamdan & Yuanwei Xu, 2022. "COVID-19 Lockdown Compliance, Financial Stress, and Acceleration in Technology Adoption in Rural Uganda," Discussion Papers of DIW Berlin 2007, DIW Berlin, German Institute for Economic Research.
    5. Olive Umuhire Nsababera & Vibhuti Mendiratta & Hannah Sam, 2023. "The Impact of COVID-19 on Household Welfare in the Comoros: The Experience of a Small Island Developing State," Global Perspectives on Wealth and Distribution, in: Shirley Johnson-Lans (ed.), The Coronavirus Pandemic and Inequality, chapter 0, pages 141-195, Palgrave Macmillan.
    6. Wallingford, Jessica K. & Masters, William A., 2021. "Stringency of COVID-19 movement restrictions are associated with elevated retail food prices: evidence from 133 countries," 2021 Annual Meeting, August 1-3, Austin, Texas 314003, Agricultural and Applied Economics Association.
    7. Vu, Khoa & Vuong, Nguyen Dinh Tuan & Vu-Thanh, Tu-Anh & Nguyen, Anh Ngoc, 2022. "Income shock and food insecurity prediction Vietnam under the pandemic," World Development, Elsevier, vol. 153(C).
    8. Momoka Nakamura & Toshihiro Hattori, 2022. "Impacts of the COVID-19 Pandemic on Rural Residents of Japan and Their Interactions with the Outside World," Sustainability, MDPI, vol. 14(4), pages 1-12, February.
    9. Agamile, Peter, 2021. "COVID-19 lockdown and exposure of households to food insecurity in Uganda: insights from a high frequency phone survey," 2021 Annual Meeting, August 1-3, Austin, Texas 313950, Agricultural and Applied Economics Association.
    10. Qi Zhang & Xinxin Zhang & Qi Cui & Weining Cao & Ling He & Yexin Zhou & Xiaofan Li & Yunpeng Fan, 2022. "The Unequal Effect of the COVID-19 Pandemic on the Labour Market and Income Inequality in China: A Multisectoral CGE Model Analysis Coupled with a Micro-Simulation Approach," IJERPH, MDPI, vol. 19(3), pages 1-21, January.

    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. Olive Umuhire Nsababera & Vibhuti Mendiratta & Hannah Sam, 2023. "The Impact of COVID-19 on Household Welfare in the Comoros: The Experience of a Small Island Developing State," Global Perspectives on Wealth and Distribution, in: Shirley Johnson-Lans (ed.), The Coronavirus Pandemic and Inequality, chapter 0, pages 141-195, Palgrave Macmillan.
    2. Tewodaj Mogues, 2005. "Shocks, Livestock Asset Dynamics, and Social Capital in Ethiopia," Development and Comp Systems 0512006, University Library of Munich, Germany.
    3. Liverpool, Lenis Saweda O. & Winter-Nelson, Alex, 2010. "Asset versus consumption poverty and poverty dynamics in the presence of multiple equilibria in rural Ethiopia," IFPRI discussion papers 971, International Food Policy Research Institute (IFPRI).
    4. Janz, Teresa & Augsburg, Britta & Gassmann, Franziska & Nimeh, Zina, 2023. "Leaving no one behind: Urban poverty traps in Sub-Saharan Africa," World Development, Elsevier, vol. 172(C).
    5. Donatella Saccone, 2021. "Can the Covid19 pandemic affect the achievement of the ‘Zero Hunger’ goal? Some preliminary reflections," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(7), pages 1025-1038, September.
    6. Yerrabati, Sridevi, 2022. "Does vulnerable employment alleviate poverty in developing countries?," Economic Modelling, Elsevier, vol. 116(C).
    7. Alina Butu & Ioan Sebastian Brumă & Lucian Tanasă & Steliana Rodino & Codrin Dinu Vasiliu & Sebastian Doboș & Marian Butu, 2020. "The Impact of COVID-19 Crisis upon the Consumer Buying Behavior of Fresh Vegetables Directly from Local Producers. Case Study: The Quarantined Area of Suceava County, Romania," IJERPH, MDPI, vol. 17(15), pages 1-25, July.
    8. Letta, Marco & Montalbano, Pierluigi & Tol, Richard S.J., 2018. "Temperature shocks, short-term growth and poverty thresholds: Evidence from rural Tanzania," World Development, Elsevier, vol. 112(C), pages 13-32.
    9. Francisca Antman & David McKenzie, 2007. "Poverty traps and nonlinear income dynamics with measurement error and individual heterogeneity," Journal of Development Studies, Taylor & Francis Journals, vol. 43(6), pages 1057-1083.
    10. Van Campenhout, Bjorn & Dercon, Stefan, 2012. "Nonlinear dynamics of livestock assets: Evidence from Ethiopia," IFPRI discussion papers 1215, International Food Policy Research Institute (IFPRI).
    11. Sungil Kwak & Stephen C. Smith, 2013. "Regional Agricultural Endowments and Shifts of Poverty Trap Equilibria: Evidence from Ethiopian Panel Data," Journal of Development Studies, Taylor & Francis Journals, vol. 49(7), pages 955-975, July.
    12. Enrico Lovász & Bernhard Schipp, 2009. "The Impact Of Hiv/Aids On Economic Growth In Sub‐Saharan Africa1," South African Journal of Economics, Economic Society of South Africa, vol. 77(2), pages 245-256, June.
    13. Rönkkö, Risto & Rutherford, Stuart & Sen, Kunal, 2022. "The impact of the COVID-19 pandemic on the poor: Insights from the Hrishipara diaries," World Development, Elsevier, vol. 149(C).
    14. Eric Akobeng, 2017. "Gross Capital Formation, Institutions and Poverty in Sub-Saharan Africa," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 20(2), pages 136-164, April.
    15. Daniel Ştefan Armeanu & Georgeta Vintilă & Ştefan Cristian Gherghina, 2017. "Empirical Study towards the Drivers of Sustainable Economic Growth in EU-28 Countries," Sustainability, MDPI, vol. 10(1), pages 1-22, December.
    16. Cho, Seo-young & Vadlamannati, Krishna Chaitanya, 2010. "Compliance for big brothers: An empirical analysis on the impact of the anti-trafficking protocol," University of Göttingen Working Papers in Economics 118, University of Goettingen, Department of Economics.
    17. Hakkala, Katariina & Heyman, Fredrik & Sjöholm, Fredrik, 2007. "Cross-Border Acquisitions, Multinationals and Wage Elasticities," Working Paper Series 709, Research Institute of Industrial Economics.
    18. Manthos D. Delis & Sotirios Kokas & Steven Ongena, 2016. "Foreign Ownership and Market Power in Banking: Evidence from a World Sample," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 48(2-3), pages 449-483, March.
    19. George, Ammu & Li, Changtai & Lim, Jing Zhi & Xie, Taojun, 2021. "From SARS to COVID-19: The evolving role of China-ASEAN production network," Economic Modelling, Elsevier, vol. 101(C).
    20. Efobi, Uchenna & Asongu, Simplice & Okafor, Chinelo & Tchamyou, Vanessa & Tanankem, Belmondo, 2016. "Diaspora Remittance Inflow, Financial Development and the Industrialisation of Africa," MPRA Paper 76121, University Library of Munich, Germany.

    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:wly:ajagec:v:103:y:2021:i:2:p:466-485. 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: Wiley Content Delivery (email available below). General contact details of provider: https://doi.org/10.1111/(ISSN)1467-8276 .

    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.