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Does non-farm employment influence a farmer’s decision to adopt hybrid rice seeds or improved variety?

Author

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  • Nguyen, Hang Thi Thuy
  • Hung, Pham Xuan
  • Le, Phuong Nu Minh

Abstract

Purpose. The study aims to examine the effect of non-farm employment decisions on the adoption decision of rice hybrid seeds or improved variety in Vietnam. Methodology / approach. This study uses panel data from the Vietnam Access to Resources Household Survey (VARHS) 2008–2016 dataset. The study uses the correlated random effect Probit model with the Mundlak approach to control unobserved heterogeneity of panel data and the endogenous switching Probit model (ESPM) to solve the endogeneity problem and self-selection of the non-farm participation variable. Results. There has been increasing interest that the development of rural non-farm employment has effects on agricultural production as well as agricultural growth. However, still relatively poor understanding of how non-farm participation affects the farmers’ decision to adopt modern technologies in the face of market failure. Our findings indicate that non-farm employment has a positive effect on the adoption of rice hybrid seeds or improved varieties in Vietnam. The value ATT is predicted from the endogenous switching Probit model, which implies that farm households who engage in non-farm employment had a 35.1 % of probability of modern varieties adoption, vs. 19.0 % in the sample overall. Originality / scientific novelty. This study adds evidence from a developing country (using the example of Vietnam) to the broader literature on the role of non-farm employment participation on farmers’ adoption behaviour under market imperfections. In addition, the research addresses the limitations of unobserved heterogeneity of an unbalanced panel by applying the Mundlak approach and contributes to the literature by controlling the endogenous problem and self-selection problem of non-farm participation by using the endogenous switching Probit model. Practical value / implications. Based on the empirical results of this paper, some policy implications are provided to develop the rural non-farm sector and to diffuse modern technologies among rural farmers.

Suggested Citation

  • Nguyen, Hang Thi Thuy & Hung, Pham Xuan & Le, Phuong Nu Minh, . "Does non-farm employment influence a farmer’s decision to adopt hybrid rice seeds or improved variety?," Agricultural and Resource Economics: International Scientific E-Journal, Agricultural and Resource Economics: International Scientific E-Journal, vol. 10(3).
    • Handle: RePEc:ags:areint:355985
    DOI: 10.22004/ag.econ.355985
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    1. Hailemariam Teklewold & Menale Kassie & Bekele Shiferaw, 2013. "Adoption of Multiple Sustainable Agricultural Practices in Rural Ethiopia," Journal of Agricultural Economics, Wiley Blackwell, vol. 64(3), pages 597-623, September.
    2. Hang Thi Thuy Nguyen & Pham Xuan Hung, 2022. "Determinants of System of Rice Intensification Adoption and its Impacts on Rice Yield in the Upland Region of Central Vietnam," Asian Journal of Agriculture and Rural Development, Asian Economic and Social Society, vol. 12(4), pages 306-315.
    3. Poornima Varma, 2019. "Adoption and the impact of system of rice intensification on rice yields and household income: an analysis for India," Applied Economics, Taylor & Francis Journals, vol. 51(45), pages 4956-4972, September.
    4. 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.
    5. Di Falco, Salvatore & Feri, Francesco & Pin, Paolo & Vollenweider, Xavier, 2018. "Ties that bind: Network redistributive pressure and economic decisions in village economies," Journal of Development Economics, Elsevier, vol. 131(C), pages 123-131.
    6. Ashok K. Mishra & Kh. A. Mottaleb & Samarendu Mohanty, 2015. "Impact of off-farm income on food expenditures in rural Bangladesh: an unconditional quantile regression approach," Agricultural Economics, International Association of Agricultural Economists, vol. 46(2), pages 139-148, March.
    7. Wooldridge, Jeffrey M., 2019. "Correlated random effects models with unbalanced panels," Journal of Econometrics, Elsevier, vol. 211(1), pages 137-150.
    8. 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.
    9. Tom Hertz, 2009. "The effect of nonfarm income on investment in Bulgarian family farming," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 161-176, March.
    10. Fernandez-Cornejo, Jorge & Hendricks, Chad & Mishra, Ashok K., 2005. "Technology Adoption and Off-Farm Household Income: The Case of Herbicide-Tolerant Soybeans," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 37(3), pages 1-15, December.
    11. Nguyen, Hang Thi Thuy & Hung, Pham Xuan, 2022. "Determinants of System of Rice Intensification Adoption and its Impacts on Rice Yield in the Upland Region of Central Vietnam," Asian Journal of Agriculture and Rural Development, Asian Economic and Social Society (AESS), vol. 12(04), January.
    12. Buchenrieder, Gertrud & Mollers, Judith, 2006. "A Synthesis of Theoretical Concepts for Analysing Non-Farm Rural Employment," 2006 Annual Meeting, August 12-18, 2006, Queensland, Australia 25475, International Association of Agricultural Economists.
    13. Minot, Nicholas & Epprecht, Michael & Anh, Tran Thi Tram & Trung, Le Quang, 2006. "Income Diversification and Poverty in the Northern Uplands of Vietnam," Research Reports 37884, CGIAR, International Food Policy Research Institute (IFPRI).
    14. 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.
    15. Langyintuo, Augustine S. & Mungoma, Catherine, 2008. "The effect of household wealth on the adoption of improved maize varieties in Zambia," Food Policy, Elsevier, vol. 33(6), pages 550-559, December.
    16. Gracious M. Diiro & Abdoul G. Sam, 2015. "Agricultural technology adoption and Nonfarm earnings in Uganda: a Semiparametric analysis," Journal of Developing Areas, Tennessee State University, College of Business, vol. 49(2), pages 145-162, April-Jun.
    17. Andrew D. Foster & Mark R. Rosenzweig, 2010. "Microeconomics of Technology Adoption," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 395-424, September.
    18. Davis, Benjamin & Winters, Paul & Carletto, Gero & Covarrubias, Katia & Quiñones, Esteban J. & Zezza, Alberto & Stamoulis, Kostas & Azzarri, Carlo & DiGiuseppe, Stefania, 2010. "A Cross-Country Comparison of Rural Income Generating Activities," World Development, Elsevier, vol. 38(1), pages 48-63, January.
    19. Riju Joshi & Jeffrey M. Wooldridge, 2019. "Correlated Random Effects Models with Endogenous Explanatory Variables and Unbalanced Panels," Annals of Economics and Statistics, GENES, issue 134, pages 243-268.
    20. Zhang, Yingnan & Long, Hualou & Li, Yurui & Ge, Dazhuan & Tu, Shuangshuang, 2020. "How does off-farm work affect chemical fertilizer application? Evidence from China’s mountainous and plain areas," Land Use Policy, Elsevier, vol. 99(C).
    21. Asfaw, Solomon & Shiferaw, Bekele & Simtowe, Franklin & Lipper, Leslie, 2012. "Impact of modern agricultural technologies on smallholder welfare: Evidence from Tanzania and Ethiopia," Food Policy, Elsevier, vol. 37(3), pages 283-295.
    22. Huffman, Wallace E., 1991. "Agricultural Household Models: Survey and Critique," Staff General Research Papers Archive 11008, Iowa State University, Department of Economics.
    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. Linh Khac Bui & Huyen Hoang, 2021. "Non-farm employment, food poverty and vulnerability in rural Vietnam," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(5), pages 7326-7357, May.
    25. Ahmed, Mansur & Goodwin, Barry, 2016. "Agricultural Mechanization and Non-Farm Labor Supply of Farm Households: Evidence from Bangladesh," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236131, Agricultural and Applied Economics Association.
    26. Michael Lokshin & Zurab Sajaia, 2011. "Impact of interventions on discrete outcomes: Maximum likelihood estimation of the binary choice models with binary endogenous regressors," Stata Journal, StataCorp LLC, vol. 11(3), pages 368-385, September.
    27. Bekele Shiferaw & Tewodros Kebede & Menale Kassie & Monica Fisher, 2015. "Market imperfections, access to information and technology adoption in Uganda: challenges of overcoming multiple constraints," Agricultural Economics, International Association of Agricultural Economists, vol. 46(4), pages 475-488, July.
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