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Leveraging social protection to advance climate-smart agriculture: An empirical analysis of the impacts of Malawi’s Social Action Fund (MASAF) on farmers’ adoption decisions and welfare outcomes

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  • Scognamillo, Antonio
  • Sitko, Nicholas J.

Abstract

This article assesses the interactions between participation in Malawi’s largest public works programme, the Malawi Social Action Fund (MASAF), and three widely promoted climate smart agriculture (CSA) practices. Drawing on three waves of national panel household survey data, we find that participation in MASAF significantly increases the probability that farm households adopt the resource intensive CSA practices of building soil water conservation structures and applying organic fertilizers. Moreover, participation in MASAF contributes to a sustained adoption of these practices over multiple agricultural seasons. We empirically demonstrate that the standalone impact of the CSA practices on maize productivity and the value of crops harvested under normal and dry conditions is, in most cases, not significantly different from zero. However, we find a reduction in sensitivity to low precipitation when MASAF participation occurs in the previous agricultural season. Moreover, the joint treatment effect of MASAF participation with sustained adoption of soil water conservation structures substantially increases households’ productivity and welfare. This synergistic benefit is likely driven by the transfer of skills learned during MASAF public works to farmers’ own fields. Results suggest that the CSA agenda can be enhanced by explicitly integrating existing social protection interventions with the promotion of CSA practices.

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  • Scognamillo, Antonio & Sitko, Nicholas J., 2021. "Leveraging social protection to advance climate-smart agriculture: An empirical analysis of the impacts of Malawi’s Social Action Fund (MASAF) on farmers’ adoption decisions and welfare outcomes," World Development, Elsevier, vol. 146(C).
  • Handle: RePEc:eee:wdevel:v:146:y:2021:i:c:s0305750x21002333
    DOI: 10.1016/j.worlddev.2021.105618
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    1. Anne T. Kuriakose & Rasmus Heltberg & William Wiseman & Cecilia Costella & Rachel Cipryk & Sabine Cornelius, 2013. "Climate-Responsive Social Protection," Development Policy Review, Overseas Development Institute, vol. 31, pages 19-34, November.
    2. Nakhumwa, TO & Hassan, RM, 2003. "The Adoption Of Soil Conservation Technologies By Smallholder Farmers In Malawi: A Selective Tobit Analysis," Agrekon, Agricultural Economics Association of South Africa (AEASA), vol. 42(3).
    3. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    4. Amadu, Festus O. & McNamara, Paul E. & Miller, Daniel C., 2020. "Understanding the adoption of climate-smart agriculture: A farm-level typology with empirical evidence from southern Malawi," World Development, Elsevier, vol. 126(C).
    5. Holden, Stein & Barrett, Christopher B. & Hagos, Fitsum, 2006. "Food-for-work for poverty reduction and the promotion of sustainable land use: can it work?," Environment and Development Economics, Cambridge University Press, vol. 11(1), pages 15-38, February.
    6. Sitko, Nicholas J. & Jayne, T.S., 2018. "Integrating Climate- and Market-Smartness into Strategies for Sustainable Productivity Growth of African Agri-food Systems," Feed the Future Innovation Lab for Food Security Policy Research Papers 270643, Michigan State University, Department of Agricultural, Food, and Resource Economics, Feed the Future Innovation Lab for Food Security (FSP).
    7. Heckman, James J, 1978. "Dummy Endogenous Variables in a Simultaneous Equation System," Econometrica, Econometric Society, vol. 46(4), pages 931-959, July.
    8. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    9. Nancy McCarthy & Talip Kilic & Alejandro de la Fuente & Joshua M. Brubaker, 2018. "Shelter from the Storm? Household-Level Impacts of, and Responses to, the 2015 Floods in Malawi," Economics of Disasters and Climate Change, Springer, vol. 2(3), pages 237-258, October.
    10. Andrew Goodman-Bacon, 2018. "Difference-in-Differences with Variation in Treatment Timing," NBER Working Papers 25018, National Bureau of Economic Research, Inc.
    11. Deininger, Klaus & Liu, Yanyan, 2013. "Welfare and poverty impacts of India's national rural employment guarantee scheme : evidence from Andhra Pradesh," Policy Research Working Paper Series 6543, The World Bank.
    12. Ravi, Shamika & Engler, Monika, 2015. "Workfare as an Effective Way to Fight Poverty: The Case of India’s NREGS," World Development, Elsevier, vol. 67(C), pages 57-71.
    13. Kassie, Menale & Jaleta, Moti & Shiferaw, Bekele & Mmbando, Frank & Mekuria, Mulugetta, 2013. "Adoption of interrelated sustainable agricultural practices in smallholder systems: Evidence from rural Tanzania," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 525-540.
    14. Beegle, Kathleen & Galasso, Emanuela & Goldberg, Jessica, 2017. "Direct and indirect effects of Malawi's public works program on food security," Journal of Development Economics, Elsevier, vol. 128(C), pages 1-23.
    15. Silvio Daidone & Benjamin Davis & Sudhanshu Handa & Paul Winters, 2019. "The Household and Individual-Level Productive Impacts of Cash Transfer Programs in Sub-Saharan Africa," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(5), pages 1401-1431.
    16. Solomon Asfaw & Alessandro Carraro & Benjamin Davis & Sudhanshu Handa & David Seidenfeld, 2017. "Cash transfer programmes, weather shocks and household welfare: evidence from a randomised experiment in Zambia," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 9(4), pages 419-442, October.
    17. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    18. Leslie Lipper & Philip Thornton & Bruce M. Campbell & Tobias Baedeker & Ademola Braimoh & Martin Bwalya & Patrick Caron & Andrea Cattaneo & Dennis Garrity & Kevin Henry & Ryan Hottle & Louise Jackson , 2014. "Climate-smart agriculture for food security," Nature Climate Change, Nature, vol. 4(12), pages 1068-1072, December.
    19. Songqing Jin & Yanyan Liu, 2013. "Welfare and Poverty Impacts of India’s National Rural Employment Guarantee Scheme: Evidence from Andhra Pradesh," Working Papers id:5530, eSocialSciences.
    20. Aslihan Arslan & Nancy McCarthy & Leslie Lipper & Solomon Asfaw & Andrea Cattaneo & Misael Kokwe, 2015. "Climate Smart Agriculture? Assessing the Adaptation Implications in Zambia," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(3), pages 753-780, September.
    21. Brantly Callaway & Pedro H. C. Sant'Anna, 2018. "Difference-in-Differences with Multiple Time Periods and an Application on the Minimum Wage and Employment," DETU Working Papers 1804, Department of Economics, Temple University.
    22. Christian Thierfelder & Pauline Chivenge & Walter Mupangwa & Todd S. Rosenstock & Christine Lamanna & Joseph X. Eyre, 2017. "How climate-smart is conservation agriculture (CA)? – its potential to deliver on adaptation, mitigation and productivity on smallholder farms in southern Africa," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(3), pages 537-560, June.
    23. Fitsum Hagos & Stein Holden, 2006. "Tenure security, resource poverty, public programs, and household plot‐level conservation investments in the highlands of northern Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 34(2), pages 183-196, March.
    24. Ward Anseeuw & Thomas Jayne & Richard Kachule & John Kotsopoulos, 2016. "The Quiet Rise of Medium-Scale Farms in Malawi," Land, MDPI, vol. 5(3), pages 1-22, June.
    25. Stein Holden & Rodney Lunduka, 2012. "Do fertilizer subsidies crowd out organic manures? The case of Malawi," Agricultural Economics, International Association of Agricultural Economists, vol. 43(3), pages 303-314, May.
    26. Knowler, Duncan & Bradshaw, Ben, 2007. "Farmers' adoption of conservation agriculture: A review and synthesis of recent research," Food Policy, Elsevier, vol. 32(1), pages 25-48, February.
    27. World Bank, 2015. "The State of Social Safety Nets 2015," World Bank Publications - Books, The World Bank Group, number 22101.
    28. Devereux, Stephen, 2016. "Social protection for enhanced food security in sub-Saharan Africa," Food Policy, Elsevier, vol. 60(C), pages 52-62.
    29. Katia Covarrubias & Benjamin Davis & Paul Winters, 2012. "From protection to production: productive impacts of the Malawi Social Cash Transfer scheme," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 4(1), pages 50-77, March.
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    2. Msangi, Haji Athumani & Ndyetabula, Daniel Wilson & Waized, Betty, 2024. "Maximizing impact: The power of combining land tenure formalization and productive social safety nets programmes in Tanzania," Land Use Policy, Elsevier, vol. 138(C).
    3. Staffieri, Irene & Sitko, Nicholas J. & Maluccio, John A., 2023. "Sustaining enrolment when rains fail: School feeding, rainfall shocks and schooling in Malawi," Food Policy, Elsevier, vol. 121(C).

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