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Social Protection and Social Distancing During the Pandemic: Mobile Money Transfers in Ghana

Author

Listed:
  • Dean Karlan
  • Matt Lowe
  • Robert Darko Osei
  • Isaac Osei-Akoto
  • Benjamin N. Roth
  • Christopher R. Udry

Abstract

We randomized mobile money transfers to a sample of low-income Ghanaians during the COVID-19 pandemic. Treated households received eight transfers that sum to roughly one month’s income, while control households only received one transfer. The mere announcement of upcoming transfers has null effects. Once disbursed, transfers increase contemporaneous food expenditure by 8% and income by 20%, but do not affect psychological well-being. Over 40% of the transfers are spent on food. We find suggestive evidence that transfers increased social distancing. The positive effect on income does not persist to two years after the last transfer, and surprisingly, two-year effects on consumption and psychological well-being are negative. Together, we learn that pandemic-era cash transfers can support households economically without diminishing adherence to public health protocols, though with null or negative long-term effects.

Suggested Citation

  • Dean Karlan & Matt Lowe & Robert Darko Osei & Isaac Osei-Akoto & Benjamin N. Roth & Christopher R. Udry, 2022. "Social Protection and Social Distancing During the Pandemic: Mobile Money Transfers in Ghana," NBER Working Papers 30309, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:30309
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    1. Tommaso Crosta & Dean Karlan & Finley Ong & Julius Rüschenpöhler & Christopher R. Udry, 2024. "Unconditional Cash Transfers: A Bayesian Meta-Analysis of Randomized Evaluations in Low and Middle Income Countries," NBER Working Papers 32779, National Bureau of Economic Research, Inc.
    2. Supreet Kaur & Sendhil Mullainathan & Suanna Oh & Frank Schilbach, 2025. "Do Financial Concerns Make Workers Less Productive?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 140(1), pages 635-689.
    3. Shilpa Aggarwal & Dahyeon Jeong & Naresh Kumar & David Sungho Park & Jonathan Robinson & Alan Spearot, 2022. "COVID-19 market disruptions and food security: Evidence from households in rural Liberia and Malawi," PLOS ONE, Public Library of Science, vol. 17(8), pages 1-19, August.
    4. Dennis Egger & Johannes Haushofer & Edward Miguel & Paul Niehaus & Michael Walker, 2022. "General Equilibrium Effects of Cash Transfers: Experimental Evidence From Kenya," Econometrica, Econometric Society, vol. 90(6), pages 2603-2643, November.
    5. Bentzen, Jeanet Sinding, 2021. "In crisis, we pray: Religiosity and the COVID-19 pandemic," Journal of Economic Behavior & Organization, Elsevier, vol. 192(C), pages 541-583.
    6. Peter Ganong & Pascal Noel, 2019. "Consumer Spending during Unemployment: Positive and Normative Implications," American Economic Review, American Economic Association, vol. 109(7), pages 2383-2424, July.
    7. Eva Vivalt & Elizabeth Rhodes & Alexander W. Bartik & David E. Broockman & Patrick Krause & Sarah Miller, 2024. "The Employment Effects of a Guaranteed Income: Experimental Evidence from Two U.S. States," NBER Working Papers 32719, National Bureau of Economic Research, Inc.
    8. Jan B. Engelmann & Maël Lebreton & Nahuel A. Salem-Garcia & Peter Schwardmann & Joël J. van der Weele, 2024. "Anticipatory Anxiety and Wishful Thinking," American Economic Review, American Economic Association, vol. 114(4), pages 926-960, April.
    9. Egger, Dennis & Miguel, Edward & Warren, Shana S. & Shenoy, Ashish & Collins, Elliott & Karlan, Dean & Parkerson, Doug & Mobarak, A. Mushfiq & Fink, Günther & Udry, Christopher & Walker, Michael & Hau, 2021. "Falling living standards during the COVID-19 crisis: Quantitative evidence from nine developing countries," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7(6), pages 1-1.
    10. Emily Aiken & Suzanne Bellue & Dean Karlan & Chris Udry & Joshua E. Blumenstock, 2022. "Machine learning and phone data can improve targeting of humanitarian aid," Nature, Nature, vol. 603(7903), pages 864-870, March.
    11. Juliana Londono-Velez & Pablo Querubin, 2022. "The Impact of Emergency Cash Assistance in a Pandemic: Experimental Evidence from Colombia," The Review of Economics and Statistics, MIT Press, vol. 104(1), pages 157-165, March.
    12. Erik Lindqvist & Robert Östling & David Cesarini, 2020. "Long-Run Effects of Lottery Wealth on Psychological Well-Being," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(6), pages 2703-2726.
    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. Angus Deaton & Salman Zaidi, 2002. "Guidelines for Constructing Consumption Aggregates for Welfare Analysis," World Bank Publications, The World Bank, number 14101, April.
    15. Brian Jacob & Natasha Pilkauskas & Elizabeth Rhodes & Katherine Richard & H. Luke Shaefer, 2022. "The COVID-19 cash transfer study II: The hardship and mental health impacts of an unconditional cash transfer to low-income individuals," National Tax Journal, University of Chicago Press, vol. 75(3), pages 597-625.
    16. Baird, Sarah & Özler, Berk & Dell’Aira, Chiara & Parisotto, Luca & Us-Salam, Danish, 2025. "Therapy, mental health, and human capital accumulation among adolescent girls in Uganda," Journal of Development Economics, Elsevier, vol. 176(C).
    17. Natasha V. Pilkauskas & Brian A. Jacob & Elizabeth Rhodes & Katherine Richard & H. Luke Shaefer, 2023. "The COVID Cash Transfer Study: The Impacts of a One‐Time Unconditional Cash Transfer on the Well‐Being of Families Receiving SNAP in Twelve States," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(3), pages 771-795, June.
    18. Brooks, Wyatt & Donovan, Kevin & Johnson, Terence R. & Oluoch-Aridi, Jackline, 2022. "Cash transfers as a response to COVID-19: Experimental evidence from Kenya," Journal of Development Economics, Elsevier, vol. 158(C).
    19. Armin Falk, 2007. "Gift Exchange in the Field," Econometrica, Econometric Society, vol. 75(5), pages 1501-1511, September.
    20. Roland Bénabou & Jean Tirole, 2016. "Mindful Economics: The Production, Consumption, and Value of Beliefs," Journal of Economic Perspectives, American Economic Association, vol. 30(3), pages 141-164, Summer.
    21. Thomas Buser, 2015. "The Effect of Income on Religiousness," American Economic Journal: Applied Economics, American Economic Association, vol. 7(3), pages 178-195, July.
    22. Shapiro, Jesse M., 2005. "Is there a daily discount rate? Evidence from the food stamp nutrition cycle," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 303-325, February.
    23. Jeanet Sinding Bentzen, 2019. "Acts of God? Religiosity and Natural Disasters Across Subnational World Districts," The Economic Journal, Royal Economic Society, vol. 129(622), pages 2295-2321.
    24. Emma Boswell Dean & Frank Schilbach & Heather Schofield, 2017. "Poverty and Cognitive Function," NBER Chapters, in: The Economics of Poverty Traps, pages 57-118, National Bureau of Economic Research, Inc.
    25. Anthony Amoah & Kofi Korle & Rexford Kweku Asiama, 2020. "Mobile money as a financial inclusion instrument: what are the determinants?," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 47(10), pages 1283-1297, August.
    26. Aiken, Emily & Bellue, Suzanne & Blumenstock, Joshua E. & Karlan, Dean & Udry, Christopher, 2025. "Estimating impact with surveys versus digital traces: Evidence from randomized cash transfers in Togo," Journal of Development Economics, Elsevier, vol. 175(C).
    27. Johannes Haushofer & Jeremy Shapiro, 2016. "The Short-term Impact of Unconditional Cash Transfers to the Poor: ExperimentalEvidence from Kenya," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1973-2042.
    28. Imbens,Guido W. & Rubin,Donald B., 2015. "Causal Inference for Statistics, Social, and Biomedical Sciences," Cambridge Books, Cambridge University Press, number 9780521885881.
    29. François Gerard & Joana Naritomi, 2021. "Job Displacement Insurance and (the Lack of) Consumption-Smoothing," American Economic Review, American Economic Association, vol. 111(3), pages 899-942, March.
    30. Abhijit V. Banerjee & Rema Hanna & Gabriel E. Kreindler & Benjamin A. Olken, 2017. "Debunking the Stereotype of the Lazy Welfare Recipient: Evidence from Cash Transfer Programs," The World Bank Research Observer, World Bank, vol. 32(2), pages 155-184.
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    Cited by:

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    3. Eliana Carranza & Stan Veuger & Michael Weber, 2023. "Protecting Workers, Firms, and Worker-Firm Attachment During COVID-19," World Bank Publications - Reports 40089, The World Bank Group.
    4. de Leon, Fernanda L. Lopez & Malde, Bansi & McQuillin, Ben, 2023. "The effects of emergency government cash transfers on beliefs and behaviours during the COVID pandemic: Evidence from Brazil," Journal of Economic Behavior & Organization, Elsevier, vol. 208(C), pages 140-155.
    5. Aiken, Emily & Bellue, Suzanne & Blumenstock, Joshua E. & Karlan, Dean & Udry, Christopher, 2025. "Estimating impact with surveys versus digital traces: Evidence from randomized cash transfers in Togo," Journal of Development Economics, Elsevier, vol. 175(C).
    6. Fiala, Nathan & Rose, Julian & Aryemo, Filder & Ankel-Peters, Jörg, 2025. "Timing matters: The (very) long-run impacts of cash grants during a crisis," Journal of Development Economics, Elsevier, vol. 175(C).

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    More about this item

    JEL classification:

    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • H84 - Public Economics - - Miscellaneous Issues - - - Disaster Aid
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development

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