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Agricultural Commercialization and Nutrition in Smallholder Farm Households

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  • Ogutu, Sylvester Ochieng
  • Goedecke, Theda
  • Qaim, Matin

Abstract

Commercialization of smallholder agriculture is widely seen as an essential pathway towards rural economic growth. While previous studies have analyzed effects of commercialization on productivity and income, implications for farm household nutrition have received much less attention. We evaluate the impact of commercialization on household food security and dietary quality, with a special focus on calorie and micronutrient consumption. We also examine transmission channels by looking at the role of income, gender, and possible substitution between the consumption of own-produced and purchased foods. The analysis builds on survey data from 805 farm households in Western Kenya. A control function approach is used to address issues of endogeneity. Generalized propensity scores are employed to estimate continuous treatment effects. Commercialization significantly improves food security and dietary quality in terms of calorie, zinc, and iron consumption. For vitamin A, effects are positive but statistically insignificant. Commercialization contributes to higher incomes and added nutrients from purchased foods. It does not reduce the consumption of nutrients from own-produced foods, even after controlling for farm size, which can be explained by higher productivity on more commercialized farms. Enhancing market access is important not only for rural economic growth, but also for making smallholder agriculture more nutrition-sensitive.

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  • Ogutu, Sylvester Ochieng & Goedecke, Theda & Qaim, Matin, "undated". "Agricultural Commercialization and Nutrition in Smallholder Farm Households," GlobalFood Discussion Papers 257242, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
  • Handle: RePEc:ags:gagfdp:257242
    DOI: 10.22004/ag.econ.257242
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    1. Arslan, Aslihan & Belotti, Federico & Lipper, Leslie, 2017. "Smallholder productivity and weather shocks: Adoption and impact of widely promoted agricultural practices in Tanzania," Food Policy, Elsevier, vol. 69(C), pages 68-81.
    2. Yoav Benjamini & Abba M. Krieger & Daniel Yekutieli, 2006. "Adaptive linear step-up procedures that control the false discovery rate," Biometrika, Biometrika Trust, vol. 93(3), pages 491-507, September.
    3. Hoddinott, John & Haddad, Lawrence, 1995. "Does Female Income Share Influence Household Expenditures? Evidence from Cote d'Ivoire," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 57(1), pages 77-96, February.
    4. de Haen, Hartwig & Klasen, Stephan & Qaim, Matin, 2011. "What do we really know? Metrics for food insecurity and undernutrition," Food Policy, Elsevier, vol. 36(6), pages 760-769.
    5. 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.
    6. Marc F. Bellemare & Lindsey Novak, 2017. "Contract Farming and Food Security," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(2), pages 357-378.
    7. Fischer, Elisabeth & Qaim, Matin, 2012. "Gender, Agricultural Commercialization, and Collective Action in Kenya," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 126659, International Association of Agricultural Economists.
    8. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    9. Wanglin Ma & Awudu Abdulai & Renan Goetz, 2018. "Agricultural Cooperatives and Investment in Organic Soil Amendments and Chemical Fertilizer in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(2), pages 502-520.
    10. Jones, Andrew D. & Shrinivas, Aditya & Bezner-Kerr, Rachel, 2014. "Farm production diversity is associated with greater household dietary diversity in Malawi: Findings from nationally representative data," Food Policy, Elsevier, vol. 46(C), pages 1-12.
    11. Kalle Hirvonen & John Hoddinott, 2017. "Agricultural production and children's diets: evidence from rural Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 48(4), pages 469-480, July.
    12. 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.
    13. Camilla I.M. Andersson & Christine G.K. Chege & Elizaphan J.O. Rao & Matin Qaim, 2015. "Following Up on Smallholder Farmers and Supermarkets in Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(4), pages 1247-1266.
    14. Carletto, Calogero & Corral, Paul & Guelfi, Anita, 2017. "Agricultural commercialization and nutrition revisited: Empirical evidence from three African countries," Food Policy, Elsevier, vol. 67(C), pages 106-118.
    15. Zezza, Alberto & Carletto, Gero & Fiedler, John L & Gennari, Pietro & Jolliffe, Dean M, "undated". "Food Counts. Measuring Food Consumption And Expenditures In Household Consumption And Expenditure Surveys (HCES)," 2017 International Congress, August 28-September 1, 2017, Parma, Italy 260886, European Association of Agricultural Economists.
    16. Olwande, John & Smale, Melinda & Mathenge, Mary K. & Place, Frank & Mithöfer, Dagmar, 2015. "Agricultural marketing by smallholders in Kenya: A comparison of maize, kale and dairy," Food Policy, Elsevier, vol. 52(C), pages 22-32.
    17. Ogutu, Sylvester Ochieng & Qaim, Matin, 2019. "Commercialization of the small farm sector and multidimensional poverty," World Development, Elsevier, vol. 114(C), pages 281-293.
    18. Stock, James H & Wright, Jonathan H & Yogo, Motohiro, 2002. "A Survey of Weak Instruments and Weak Identification in Generalized Method of Moments," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(4), pages 518-529, October.
    19. Jochen Kluve & Hilmar Schneider & Arne Uhlendorff & Zhong Zhao, 2012. "Evaluating continuous training programmes by using the generalized propensity score," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 175(2), pages 587-617, April.
    20. Smith, Lisa C. & Haddad, Lawrence, 2015. "Reducing Child Undernutrition: Past Drivers and Priorities for the Post-MDG Era," World Development, Elsevier, vol. 68(C), pages 180-204.
    21. Muriithi, Beatrice W. & Matz, Julia Anna, 2015. "Welfare effects of vegetable commercialization: Evidence from smallholder producers in Kenya," Food Policy, Elsevier, vol. 50(C), pages 80-91.
    22. 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.
    23. Sibhatu, Kibrom T. & Qaim, Matin, 2018. "Review: Meta-analysis of the association between production diversity, diets, and nutrition in smallholder farm households," Food Policy, Elsevier, vol. 77(C), pages 1-18.
    24. Gero Carletto & Marie Ruel & Paul Winters & Alberto Zezza, 2015. "Farm-Level Pathways to Improved Nutritional Status: Introduction to the Special Issue," Journal of Development Studies, Taylor & Francis Journals, vol. 51(8), pages 945-957, August.
    25. Jochen Kluve & Hilmar Schneider & Arne Uhlendorff & Zhong Zhao, 2012. "Evaluating continuous training programmes by using the generalized propensity score," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 175(2), pages 587-617, April.
    26. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    27. Krishnan, Pramila & Patnam, Manasa, 2013. "Neighbours and Extension Agents in Ethiopia: Who matters more for technology diffusion?," CEPR Discussion Papers 9539, C.E.P.R. Discussion Papers.
    28. Prasnee Tipraqsa & Pepijn Schreinemachers, 2009. "Agricultural commercialization of Karen Hill tribes in northern Thailand," Agricultural Economics, International Association of Agricultural Economists, vol. 40(1), pages 43-53, January.
    29. Barbara Guardabascio & Marco Ventura, 2014. "Estimating the dose–response function through a generalized linear model approach," Stata Journal, StataCorp LLC, vol. 14(1), pages 141-158, March.
    30. Doris Läpple & Fiona Thorne, 2019. "The Role of Innovation in Farm Economic Sustainability: Generalised Propensity Score Evidence from Irish Dairy Farms," Journal of Agricultural Economics, Wiley Blackwell, vol. 70(1), pages 178-197, February.
    31. Smith, Richard J & Blundell, Richard W, 1986. "An Exogeneity Test for a Simultaneous Equation Tobit Model with an Application to Labor Supply," Econometrica, Econometric Society, vol. 54(3), pages 679-685, May.
    32. Prabhu Pingali & Naveen Sunder, 2017. "Transitioning Toward Nutrition-Sensitive Food Systems in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 439-459, October.
    33. Maria Porter, 2016. "Effects of microcredit and other loans on female empowerment in Bangladesh: the borrower's gender influences intra-household resource allocation," Agricultural Economics, International Association of Agricultural Economists, vol. 47(2), pages 235-245, March.
    34. Magnan, Nicholas & Spielman, David J. & Lybbert, Travis J. & Gulati, Kajal, 2015. "Leveling with friends: Social networks and Indian farmers' demand for a technology with heterogeneous benefits," Journal of Development Economics, Elsevier, vol. 116(C), pages 223-251.
    35. Zezza, Alberto & Carletto, Calogero & Fiedler, John L. & Gennari, Pietro & Jolliffe, Dean, 2017. "Food counts. Measuring food consumption and expenditures in household consumption and expenditure surveys (HCES). Introduction to the special issue," Food Policy, Elsevier, vol. 72(C), pages 1-6.
    36. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    37. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    38. Sununtnasuk, Celeste & Fiedler, John L., 2017. "Can household-based food consumption surveys be used to make inferences about nutrient intakes and inadequacies? A Bangladesh case study," Food Policy, Elsevier, vol. 72(C), pages 121-131.
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