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Off-Farm Participation, Agricultural Production and Farmers’ Welfare in Tanzania and Uganda

Author

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  • Bethuel Kinuthia
  • Abdelkrim Araar
  • Laura Barasa
  • Stephene Maende
  • Faith Mariera

Abstract

Panel data from the Living Standards Measurement Study-Integrated Surveys on Agriculture for Tanzania and Uganda were analyzed to investigate the impact of off-farm participation on agricultural production and farmers’ welfare. Using strategies ranging from simple least squares to a dynamic panel model, we demonstrated how each of the intermediate models, such as the random effects Tobit model, could tackle censoring bias. Our results reveal that off-farm participation had a negative impact on agricultural production in both countries, though the impact was positive on welfare for Tanzania only. Policy makers should consider the complexities surrounding the formulation of pro-agriculture and pro-welfare policies aimed at producing desirable outcomes from off-farm participation. In that effort, policies that minimize the trade-off between agricultural production and off-farm participation and which enhance positive welfare effects are vital.

Suggested Citation

  • Bethuel Kinuthia & Abdelkrim Araar & Laura Barasa & Stephene Maende & Faith Mariera, 2019. "Off-Farm Participation, Agricultural Production and Farmers’ Welfare in Tanzania and Uganda," Working Papers PMMA 2019-01, PEP-PMMA.
    • Handle: RePEc:lvl:pmmacr:2019-01
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    1. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    2. Bezu, Sosina & Barrett, Christopher B. & Holden, Stein T., 2012. "Does the Nonfarm Economy Offer Pathways for Upward Mobility? Evidence from a Panel Data Study in Ethiopia," World Development, Elsevier, vol. 40(8), pages 1634-1646.
    3. Canagarajah, S. & Newman, C. & Bhattamishra, R., 2001. "Non-farm income, gender, and inequality: evidence from rural Ghana and Uganda," Food Policy, Elsevier, vol. 26(4), pages 405-420, August.
    4. Dil Bahadur Rahut Chhetri & Pradyot Ranjan Jena & Akhter Ali & Bhagirath Behera & Nar Bahadur Chhetri, 2015. "Rural Nonfarm Employment, Income, and Inequality: Evidence from Bhutan," Asian Development Review, MIT Press, vol. 32(2), pages 65-94, September.
    5. Reardon, Thomas, 1997. "Using evidence of household income diversification to inform study of the rural nonfarm labor market in Africa," World Development, Elsevier, vol. 25(5), pages 735-747, May.
    6. van den Berg, Marrit & Kumbi, Girma Earo, 2006. "Poverty and the Rural Non-Farm Economy in Oromia, Ethiopia," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25689, International Association of Agricultural Economists.
    7. Benjamin, Dwayne, 1992. "Household Composition, Labor Markets, and Labor Demand: Testing for Separation in Agricultural Household Models," Econometrica, Econometric Society, vol. 60(2), pages 287-322, March.
    8. Ranis, Gustav & Stewart, Frances, 1993. "Rural nonagricultural activities in development : Theory and application," Journal of Development Economics, Elsevier, vol. 40(1), pages 75-101, February.
    9. Ashok K. Mishra & Carmen L. Sandretto, 2002. "Stability of Farm Income and the Role of Nonfarm Income in U.S. Agriculture," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 24(1), pages 208-221.
    10. Juna Miluka & Gero Carletto & Benjamin Davis & Alberto Zezza, 2010. "The Vanishing Farms? The Impact of International Migration on Albanian Family Farming," Journal of Development Studies, Taylor & Francis Journals, vol. 46(1), pages 140-161.
    11. Haggblade, Steven & Hazell, Peter & Reardon, Thomas, 2010. "The Rural Non-farm Economy: Prospects for Growth and Poverty Reduction," World Development, Elsevier, vol. 38(10), pages 1429-1441, October.
    12. Bezu, Sosina & Holden, Stein, 2014. "Are Rural Youth in Ethiopia Abandoning Agriculture?," World Development, Elsevier, vol. 64(C), pages 259-272.
    13. Jonasson, Erik & Helfand, Steven M., 2010. "How Important are Locational Characteristics for Rural Non-agricultural Employment? Lessons from Brazil," World Development, Elsevier, vol. 38(5), pages 727-741, May.
    14. Barrett, C. B. & Reardon, T. & Webb, P., 2001. "Nonfarm income diversification and household livelihood strategies in rural Africa: concepts, dynamics, and policy implications," Food Policy, Elsevier, vol. 26(4), pages 315-331, August.
    15. Gbemisola Oseni & Paul Winters, 2009. "Rural nonfarm activities and agricultural crop production in Nigeria," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 189-201, March.
    16. Rijkers, Bob & Söderbom, Måns, 2013. "The Effects of Risk and Shocks on Non-Farm Enterprise Development in Rural Ethiopia," World Development, Elsevier, vol. 45(C), pages 119-136.
    17. Menale Kassie & Hailemariam Teklewold & Paswel Marenya & Moti Jaleta & Olaf Erenstein, 2015. "Production Risks and Food Security under Alternative Technology Choices in Malawi: Application of a Multinomial Endogenous Switching Regression," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(3), pages 640-659, September.
    18. Yoko Kijima & Tomoya Matsumoto & Takashi Yamano, 2006. "Nonfarm employment, agricultural shocks, and poverty dynamics: evidence from rural Uganda," Agricultural Economics, International Association of Agricultural Economists, vol. 35(s3), pages 459-467, November.
    19. Emran, M. Shahe & Shilpi, Forhad, 2018. "Beyond dualism: Agricultural productivity, small towns, and structural change in Bangladesh," World Development, Elsevier, vol. 107(C), pages 264-276.
    20. E. Phimister & D. Roberts, 2006. "The Effect of Off-farm Work on the Intensity of Agricultural Production," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(4), pages 493-515, August.
    21. Talip Kilic & Calogero Carletto & Juna Miluka & Sara Savastano, 2009. "Rural nonfarm income and its impact on agriculture: evidence from Albania," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 139-160, March.
    22. Zereyesus, Yacob A. & Embaye, Weldensie T. & Tsiboe, Francis & Amanor-Boadu, Vincent, 2017. "Implications of Non-Farm Work to Vulnerability to Food Poverty-Recent Evidence From Northern Ghana," World Development, Elsevier, vol. 91(C), pages 113-124.
    23. Mulubrhan Amare & Bekele Shiferaw, 2017. "Nonfarm employment, agricultural intensification, and productivity change: empirical findings from Uganda," Agricultural Economics, International Association of Agricultural Economists, vol. 48(S1), pages 59-72, November.
    24. Alan De Brauw, 2010. "Seasonal Migration and Agricultural Production in Vietnam," Journal of Development Studies, Taylor & Francis Journals, vol. 46(1), pages 114-139.
    25. Ivanic, Maros & Martin, Will, 2018. "Sectoral Productivity Growth and Poverty Reduction: National and Global Impacts," World Development, Elsevier, vol. 109(C), pages 429-439.
    26. Nagler, Paula & Naudé, Wim, 2017. "Non-farm entrepreneurship in rural sub-Saharan Africa: New empirical evidence," Food Policy, Elsevier, vol. 67(C), pages 175-191.
    27. Tomoya Matsumoto & Yoko Kijima & Takashi Yamano, 2006. "The role of local nonfarm activities and migration in reducing poverty: evidence from Ethiopia, Kenya, and Uganda," Agricultural Economics, International Association of Agricultural Economists, vol. 35(s3), pages 449-458, November.
    28. Daniel Start, 2001. "The Rise and Fall of the Rural Non‐farm Economy: Poverty Impacts and Policy Options," Development Policy Review, Overseas Development Institute, vol. 19(4), pages 491-505, December.
    29. Lisa Pfeiffer & Alejandro López‐Feldman & J. Edward Taylor, 2009. "Is off‐farm income reforming the farm? Evidence from Mexico," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 125-138, March.
    30. Rizov, Marian & Swinnen, Johan F.M., 2004. "Human capital, market imperfections, and labor reallocation in transition," Journal of Comparative Economics, Elsevier, vol. 32(4), pages 745-774, December.
    31. Holden, Stein & Shiferaw, Bekele & Pender, John, 2004. "Non-farm income, household welfare, and sustainable land management in a less-favoured area in the Ethiopian highlands," Food Policy, Elsevier, vol. 29(4), pages 369-392, August.
    32. Haggblade, Steven & Hazell, Peter B. R. & Reardon, Thomas Anthony (ed.), 2007. "Transforming the rural nonfarm economy: Opportunities and threats in the developing world," IFPRI books, International Food Policy Research Institute (IFPRI), number 978-0-8018-8664-5.
    33. Maja Micevska Scharf & Dil Bahadur Rahut, 2014. "Nonfarm Employment and Rural Welfare: Evidence from the Himalayas," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(4), pages 1183-1197.
    34. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    35. Harris, John R & Todaro, Michael P, 1970. "Migration, Unemployment & Development: A Two-Sector Analysis," American Economic Review, American Economic Association, vol. 60(1), pages 126-142, March.
    36. 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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    More about this item

    Keywords

    Off-farm participation; Agricultural production; Welfare; Consumption; Farmers; Sample selection; Dynamic panel model; East Africa; Tanzania; Uganda;
    All these keywords.

    JEL classification:

    • Q10 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - General
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • Q14 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Finance
    • Q15 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Land Ownership and Tenure; Land Reform; Land Use; Irrigation; Agriculture and Environment
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services

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