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Causal pathways of the productive impacts of cash transfers: Experimental evidence from Lesotho

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  • Prifti, Ervin
  • Daidone, Silvio
  • Davis, Benjamin

Abstract

This paper has the double aim to study whether unconditional cash transfers have an impact on farm production and to look into the causal mechanisms through which government transfers produce productive impacts. We use mediation analysis to identify the total effect of transfers on farm production and to isolate the influence of the labour channel from other transmission channels. In particular, we analyze whether changes in farm production are caused by transfer-induced changes in the use of farm labour – either by reallocating family labour between off- and on-farm work or by changes in the demand for hired labour – or if other transmission channels are at work. We find that cash transfers have a sizable impact on farm production but they do not lead to increased use of family or hired labour on the farm, which implies that the productive impacts of cash transfers flow through other channels, different from the labour one.

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  • Prifti, Ervin & Daidone, Silvio & Davis, Benjamin, 2019. "Causal pathways of the productive impacts of cash transfers: Experimental evidence from Lesotho," World Development, Elsevier, vol. 115(C), pages 258-268.
  • Handle: RePEc:eee:wdevel:v:115:y:2019:i:c:p:258-268
    DOI: 10.1016/j.worlddev.2018.11.020
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    as
    1. James J. Heckman & Rodrigo Pinto, 2015. "Econometric Mediation Analyses: Identifying the Sources of Treatment Effects from Experimentally Estimated Production Technologies with Unmeasured and Mismeasured Inputs," Econometric Reviews, Taylor & Francis Journals, vol. 34(1-2), pages 6-31, February.
    2. T. Paul Schultz, 1999. "Women's Role in the Agricultural Household: Bargaining and Human Capital," Working Papers 803, Economic Growth Center, Yale University.
    3. Bazzi, Samuel & Sumarto, Sudarno & Suryahadi, Asep, 2015. "It's all in the timing: Cash transfers and consumption smoothing in a developing country," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 267-288.
    4. Martin Huber, 2014. "Identifying Causal Mechanisms (Primarily) Based On Inverse Probability Weighting," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(6), pages 920-943, September.
    5. Dean Karlan & Robert Osei & Isaac Osei-Akoto & Christopher Udry, 2014. "Agricultural Decisions after Relaxing Credit and Risk Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 597-652.
    6. Teresa Serra & David Zilberman & Barry K. Goodwin & Allen Featherstone, 2006. "Effects of decoupling on the mean and variability of output," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 33(3), pages 269-288, September.
    7. Euan Phimister, 1995. "Farm Consumption Behavior in the Presence of Uncertainty and Restrictions on Credit," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(4), pages 952-959.
    8. Prifti Ervin & Estruch Elisenda & Daidone Silvio & Davis Benjamin & Van Ufford Paul & Michelo Stanfeld & Handa Sudhanshu & Seidenfeld David & Tembo Gelson, 2017. "Learning About Labour Impacts of Cash Transfers in Zambia," Journal of African Economies, Centre for the Study of African Economies, vol. 26(4), pages 433-442.
    9. Martin Huber, 2015. "Causal Pitfalls in the Decomposition of Wage Gaps," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 33(2), pages 179-191, April.
    10. Markus Frölich & Martin Huber, 2017. "Direct and indirect treatment effects–causal chains and mediation analysis with instrumental variables," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 79(5), pages 1645-1666, November.
    11. Sadoulet, Elisabeth & de Janvry, Alain & Benjamin, Catherine, 1996. "Household Behavior With Imperfect Labor Markets," CUDARE Working Papers 25044, University of California, Berkeley, Department of Agricultural and Resource Economics.
    12. repec:dau:papers:123456789/5380 is not listed on IDEAS
    13. Solomon Asfaw & Benjamin Davis & Josh Dewbre & Sudhanshu Handa & Paul Winters, 2014. "Cash Transfer Programme, Productive Activities and Labour Supply: Evidence from a Randomised Experiment in Kenya," Journal of Development Studies, Taylor & Francis Journals, vol. 50(8), pages 1172-1196, August.
    14. Matteo Bobba, 2013. "Liquidity, Risk, and Occupational Choices," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(2), pages 491-511.
    15. David A. Hennessy, 1998. "The Production Effects of Agricultural Income Support Policies under Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 46-57.
    16. Fink, Günther & Jack, Kelsey & Masiye, Felix, 2014. "Seasonal Credit Constraints and Agricultural Labor Supply: Evidence from Zambia," IZA Discussion Papers 8657, Institute of Labor Economics (IZA).
    17. Dillon, Brian & Barrett, Christopher B., 2017. "Agricultural factor markets in Sub-Saharan Africa: An updated view with formal tests for market failure," Food Policy, Elsevier, vol. 67(C), pages 64-77.
    18. Benjamin Davis & Paul Winters & Thomas Reardon & Kostas Stamoulis, 2009. "Rural nonfarm employment and farming: household‐level linkages," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 119-123, March.
    19. Martin Huber, 2016. "Disentangling policy effects into causal channels," IZA World of Labor, Institute of Labor Economics (IZA), pages 259-259, May.
    20. Ryan Boone & Katia Covarrubias & Benjamin Davis & Paul Winters, 2013. "Cash transfer programs and agricultural production: the case of Malawi," Agricultural Economics, International Association of Agricultural Economists, vol. 44(3), pages 365-378, May.
    21. Smith, W. James & Mistiaen, Emma & Guven, Melis & Morojele, Morabo, 2013. "Lesotho : a safety net to end extreme poverty," Social Protection Discussion Papers and Notes 88999, The World Bank.
    22. Martin Huber & Michael Lechner & Giovanni Mellace, 2017. "Why Do Tougher Caseworkers Increase Employment? The Role of Program Assignment as a Causal Mechanism," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 180-183, March.
    23. Jessica Erin Todd & Paul Winters & Tom Hertz, 2010. "Conditional Cash Transfers and Agricultural Production: Lessons from the Oportunidades Experience in Mexico," Journal of Development Studies, Taylor & Francis Journals, vol. 46(1), pages 39-67.
    24. Jolliffe, Dean, 2004. "The impact of education in rural Ghana: examining household labor allocation and returns on and off the farm," Journal of Development Economics, Elsevier, vol. 73(1), pages 287-314, February.
    25. Rulon D. Pope & Richard E. Just, 1991. "On Testing the Structure of Risk Preferences in Agricultural Supply Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 743-748.
    26. Lopez, Ramon E., 1984. "Estimating labor supply and production decisions of self-employed farm producers," European Economic Review, Elsevier, vol. 24(1), pages 61-82.
    27. Chang, Yang-Ming & Huang, Biing-Wen & Chen, Yun-Ju, 2012. "Labor supply, income, and welfare of the farm household," Labour Economics, Elsevier, vol. 19(3), pages 427-437.
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    5. Mastrorillo, Marina & Scognamillo, Antonio & Ginet, Camille & Pietrelli, Rebecca & d’Errico, Marco & Ignaciuk, Adriana, 2022. "Enhancing refugees’ self-reliance in Uganda – The role of cash and food assistance," ESA Working Papers 324702, Food and Agriculture Organization of the United Nations, Agricultural Development Economics Division (ESA).
    6. Owusu-Addo, Ebenezer & Renzaho, Andre M.N. & Smith, Ben J., 2020. "Developing a middle-range theory to explain how cash transfers work to tackle the social determinants of health: A realist case study," World Development, Elsevier, vol. 130(C).
    7. Sitko, Nicholas J. & Scognamillo, Antonio & Malevolti, Giulia, 2021. "Does receiving food aid influence the adoption of climate-adaptive agricultural practices? Evidence from Ethiopia and Malawi," Food Policy, Elsevier, vol. 102(C).
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    More about this item

    Keywords

    Cash transfers; Agricultural production; Mediation analysis; RCT;
    All these keywords.

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • H24 - Public Economics - - Taxation, Subsidies, and Revenue - - - Personal Income and Other Nonbusiness Taxes and Subsidies

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