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The effect of agricultural programs on dietary diversity and food security: Insights from the smallholder productivity promotion program in Zambia

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  • Sibhatu, Kibrom T.
  • Arslan, Aslihan
  • Zucchini, Emanuele

Abstract

Hunger and malnutrition remain enormous challenges in low-income countries. Many of the malnourished live in smallholder farm households in sub-Saharan Africa. Agricultural intervention programs increasingly aspire to help alleviate hunger and malnutrition in smallholder farm households by improving on-farm productivity and market participation at the same time. However, the impact of those programs on diets and food security is not yet well understood. To examine whether such smallholder productivity and market participation promoting programs lead to better household dietary diversity and food security, we analyze the impact of IFAD’s Smallholder Productivity Promotion Programme (S3P) implemented in Zambia from 2013 to 2019 using Inverse Probability Weighted Regression Adjustment (IPWRA). We measure dietary diversity by Food Consumption Score (FCS) and Household Dietary Diversity Score (HDDS) and food security by the Months of Adequate Household Food Provisions (MAHFP). Descriptive results illustrate that beneficiary households scored higher in FCS, HDDS, and MAHFP than non-beneficiary households. Regression results demonstrate positive impacts of the program on all three indicators by 3% or more. We show that the S3P increased households’ farm productivity and income from agricultural sales, leading to the observed higher dietary diversity and food security in beneficiary households. The overall impact of the S3P on food and nutrition security is robust and promising. We highlight the importance of including nutrition education and women’s empowerment components in such interventions for improved impact.

Suggested Citation

  • Sibhatu, Kibrom T. & Arslan, Aslihan & Zucchini, Emanuele, 2022. "The effect of agricultural programs on dietary diversity and food security: Insights from the smallholder productivity promotion program in Zambia," Food Policy, Elsevier, vol. 113(C).
  • Handle: RePEc:eee:jfpoli:v:113:y:2022:i:c:s0306919222000495
    DOI: 10.1016/j.foodpol.2022.102268
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    as
    1. Franklin Simtowe & Hugo Groote, 2021. "Seasonal participation in maize markets in Zambia: Do agricultural input subsidies and gender matter?," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 13(1), pages 141-155, February.
    2. Cattaneo, Matias D., 2010. "Efficient semiparametric estimation of multi-valued treatment effects under ignorability," Journal of Econometrics, Elsevier, vol. 155(2), pages 138-154, April.
    3. Mason, Nicole M. & Wineman, Ayala & Kirimi, Lilian & Mather, David, 2016. "The Effects of Kenya’s ‘Smarter’ Input Subsidy Program on Smallholder Behavior and Incomes: Do Different Quasi-Experimental Approaches Lead to the Same Conclusions?," Working Papers 233674, Egerton University, Tegemeo Institute of Agricultural Policy and Development.
    4. Aslihan Arslan & Solomon Asfaw & Romina Cavatassi & Leslie Lipper & Nancy McCarthy & Misael Kokwe & George Phiri, 2018. "Diversification as Part of a CSA Strategy: The Cases of Zambia and Malawi," Natural Resource Management and Policy, in: Leslie Lipper & Nancy McCarthy & David Zilberman & Solomon Asfaw & Giacomo Branca (ed.), Climate Smart Agriculture, pages 527-562, Springer.
    5. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    6. Sichoongwe, Kiru, 2014. "Determinants and Extent of Crop Diversification Among Smallholder Farmers in Southern Zambia," Research Theses 243456, Collaborative Masters Program in Agricultural and Applied Economics.
    7. Abadie, Alberto & Imbens, Guido W., 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
    8. Aslihan Arslan & Romina Cavatassi & Federica Alfani & Nancy Mccarthy & Leslie Lipper & Misael Kokwe, 2018. "Diversification Under Climate Variability as Part of a CSA Strategy in Rural Zambia," Journal of Development Studies, Taylor & Francis Journals, vol. 54(3), pages 457-480, March.
    9. de Nicola, Francesca & Giné, Xavier, 2014. "How accurate are recall data? Evidence from coastal India," Journal of Development Economics, Elsevier, vol. 106(C), pages 52-65.
    10. Heejung Bang & James M. Robins, 2005. "Doubly Robust Estimation in Missing Data and Causal Inference Models," Biometrics, The International Biometric Society, vol. 61(4), pages 962-973, December.
    11. de Janvry, Alain & Sadoulet, Elisabeth, 2020. "Using agriculture for development: Supply- and demand-side approaches," World Development, Elsevier, vol. 133(C).
    12. Gilbert, Christopher L. & Christiaensen, Luc & Kaminski, Jonathan, 2017. "Food price seasonality in Africa: Measurement and extent," Food Policy, Elsevier, vol. 67(C), pages 119-132.
    13. Poole, Nigel D. & Chitundu, Maureen & Msoni, Ronald, 2013. "Commercialisation: A meta-approach for agricultural development among smallholder farmers in Africa?," Food Policy, Elsevier, vol. 41(C), pages 155-165.
    14. Andrew Dillon & Kevin McGee & Gbemisola Oseni, 2015. "Agricultural Production, Dietary Diversity and Climate Variability," Journal of Development Studies, Taylor & Francis Journals, vol. 51(8), pages 976-995, August.
    15. Matias D. Cattaneo, 2010. "multi-valued treatment effects," The New Palgrave Dictionary of Economics,, Palgrave Macmillan.
    16. Chege, Christine G.K. & Andersson, Camilla I.M. & Qaim, Matin, 2015. "Impacts of Supermarkets on Farm Household Nutrition in Kenya," World Development, Elsevier, vol. 72(C), pages 394-407.
    17. Sichoongwe, Kiru & Mapemba, Lawrence & Ng'ong'ola, Davies & Tembo, Gelson, 2014. "The determinants and extent of crop diversification among smallholder farmers: A case study of Southern Province, Zambia," MaSSP working papers 5, International Food Policy Research Institute (IFPRI).
    18. Delius, Antonia & Sterck, Olivier, 2024. "Cash transfers and micro-enterprise performance: Theory and quasi-experimental evidence from Kenya," Journal of Development Economics, Elsevier, vol. 167(C).
    19. Christine M. Sauer & Thomas Reardon & David Tschirley & Saweda Liverpool‐Tasie & Titus Awokuse & Roselyne Alphonce & Daniel Ndyetabula & Betty Waized, 2021. "Consumption of processed food & food away from home in big cities, small towns, and rural areas of Tanzania," Agricultural Economics, International Association of Agricultural Economists, vol. 52(5), pages 749-770, September.
    20. Nicole M. Mason & Ayala Wineman & Lilian Kirimi & David Mather, 2017. "The Effects of Kenya's ‘Smarter’ Input Subsidy Programme on Smallholder Behaviour and Incomes: Do Different Quasi-experimental Approaches Lead to the Same Conclusions?," Journal of Agricultural Economics, Wiley Blackwell, vol. 68(1), pages 45-69, February.
    21. Lawrence Haddad & Corinna Hawkes & Patrick Webb & Sandy Thomas & John Beddington & Jeff Waage & Derek Flynn, 2016. "A new global research agenda for food," Nature, Nature, vol. 540(7631), pages 30-32, December.
    22. Sukhwinder Singh & Andrew D. Jones & Ruth S. DeFries & Meha Jain, 2020. "The association between crop and income diversity and farmer intra-household dietary diversity in India," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(2), pages 369-390, April.
    23. Emmanuel Oladeji Alamu & Pheneas Ntawuruhunga & Terence Chibwe & Ivor Mukuka & Martin Chiona, 2019. "Evaluation of cassava processing and utilization at household level in Zambia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(1), pages 141-150, February.
    24. John Hoddinott & Derek Headey & Mekdim Dereje, 2015. "Cows, Missing Milk Markets, and Nutrition in Rural Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 51(8), pages 958-975, August.
    25. Paolisso, Michael & Leslie, Joanne, 1995. "Meeting the changing health needs of women in developing countries," Social Science & Medicine, Elsevier, vol. 40(1), pages 55-65, January.
    26. Sylvester Ochieng Ogutu & Andrea Fongar & Theda Gödecke & Lisa Jäckering & Henry Mwololo & Michael Njuguna & Meike Wollni & Matin Qaim, 2020. "How to make farming and agricultural extension more nutrition-sensitive: evidence from a randomised controlled trial in Kenya [Agricultural extension: good intentions and hard realities]," European Review of Agricultural Economics, Foundation for the European Review of Agricultural Economics, vol. 47(1), pages 95-118.
    27. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    28. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    29. Beegle, Kathleen & De Weerdt, Joachim & Friedman, Jed & Gibson, John, 2012. "Methods of household consumption measurement through surveys: Experimental results from Tanzania," Journal of Development Economics, Elsevier, vol. 98(1), pages 3-18.
    30. Ogutu, Sylvester Ochieng & Qaim, Matin, 2019. "Commercialization of the small farm sector and multidimensional poverty," World Development, Elsevier, vol. 114(C), pages 281-293.
    31. Sylvester Ochieng Ogutu & Theda Gödecke & Matin Qaim, 2020. "Agricultural Commercialisation and Nutrition in Smallholder Farm Households," Journal of Agricultural Economics, Wiley Blackwell, vol. 71(2), pages 534-555, June.
    32. Lowder, Sarah K. & Sánchez, Marco V. & Bertini, Raffaele, 2021. "Which farms feed the world and has farmland become more concentrated?," World Development, Elsevier, vol. 142(C).
    33. Sichoongwe, Kiru & Mapemba, Lawrence & Ng'ong'ola, Davies & Tembo, Gelson, 2014. "The determinants and extent of crop diversification among smallholder farmers: A case study of Southern Province, Zambia:," MaSSP working papers 5, International Food Policy Research Institute (IFPRI).
    34. Stifel, David & Minten, Bart, 2017. "Market Access, Well-being, and Nutrition: Evidence from Ethiopia," World Development, Elsevier, vol. 90(C), pages 229-241.
    35. Jeroen Smits & Roel Steendijk, 2015. "The International Wealth Index (IWI)," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(1), pages 65-85, May.
    36. Jody Harris & Brian Chisanga & Scott Drimie & Gina Kennedy, 2019. "Nutrition transition in Zambia: Changing food supply, food prices, household consumption, diet and nutrition outcomes," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(2), pages 371-387, April.
    37. Melesse, Mequanint B. & Van den berg, Marrit & Béné, Christophe & Brouwer, Inge D & de Brauw, Alan, 2019. "Improving diets through food systems in low- and middle-income countries: Metrics for analysis:," IFPRI discussion papers 1858, International Food Policy Research Institute (IFPRI).
    38. Katie Tavenner & Todd A. Crane, 2018. "Gender power in Kenyan dairy: cows, commodities, and commercialization," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 35(3), pages 701-715, September.
    39. Stanislav Kolenikov & Gustavo Angeles, 2009. "Socioeconomic Status Measurement With Discrete Proxy Variables: Is Principal Component Analysis A Reliable Answer?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(1), pages 128-165, March.
    40. Gabre-Madhin, Eleni Z. & Haggblade, Steven, 2004. "Successes in African Agriculture: Results of an Expert Survey," World Development, Elsevier, vol. 32(5), pages 745-766, May.
    41. Brian Chiputwa & Matin Qaim, 2016. "Sustainability Standards, Gender, and Nutrition among Smallholder Farmers in Uganda," Journal of Development Studies, Taylor & Francis Journals, vol. 52(9), pages 1241-1257, September.
    42. Sibhatu, Kibrom T. & Krishna, Vijesh V. & Qaim, Matin, 2015. "Farm Production Diversity and Dietary Diversity in Developing Countries," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205286, Agricultural and Applied Economics Association.
    43. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, January.
    44. Rosenberg, Adam M. & Maluccio, John A. & Harris, Jody & Mwanamwenge, Marjolein & Nguyen, Phuong H. & Tembo, Gelson & Rawat, Rahul, 2018. "Nutrition-sensitive agricultural interventions, agricultural diversity, food access and child dietary diversity: Evidence from rural Zambia," Food Policy, Elsevier, vol. 80(C), pages 10-23.
    45. Paul J. Gertler & Sebastian Martinez & Patrick Premand & Laura B. Rawlings & Christel M. J. Vermeersch, . "Impact Evaluation in Practice, First Edition [La evaluación de impacto en la práctica]," World Bank Publications, The World Bank, number 2550, September.
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