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Heterogeneity in the Off-Farm Labor Market: A Panel Data Evidence from Bangladesh

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  • Sonoda, Tadashi

Abstract

This study investigates the relationship between earned nonfarm income and farm performance in Bangladesh. Specifically, the study assesses the impact of components of nonfarm income (wage, self-employment, and salary incomes) on input utilization and technical efficiency. The study uses panel data from Bangladesh's Integrated Household Survey (BIHS) and Tobit procedure to account for potential censoring in our dependent variables. Findings reveal that although overall earned nonfarm income positively affects total crop production expenditures and investments in seeds and irrigation, it shows a negative impact on expenses for fertilizer, labor, and equipment. The disaggregated sources of earned nonfarm income show that nonfarm income sources have heterogeneous effects—salary and wage income generally decrease agricultural investments and technical efficiency. Still, self-employment income shows a positive impact on expenditures for farming inputs and technical efficiency. Finally, climatic shocks significantly influence input use patterns, with affected farmers increasing expenditures on fertilizer, irrigation, and labor. These results contribute to a deeper understanding of the complex interplay between sources of earned nonfarm income and farm performance and technical efficiency in Bangladesh.

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  • Sonoda, Tadashi, 2025. "Heterogeneity in the Off-Farm Labor Market: A Panel Data Evidence from Bangladesh," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 360942, Agricultural and Applied Economics Association.
  • Handle: RePEc:ags:aaea25:360942
    DOI: 10.22004/ag.econ.360942
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    as
    1. Bruce A. Babcock, 1992. "The Effects of Uncertainty on Optimal Nitrogen Applications," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 14(2), pages 271-280.
    2. D’Antoni, Jeremy M. & Mishra, Ashok K. & Barkley, Andrew P., 2012. "Feast or flee: Government payments and labor migration from U.S. agriculture," Journal of Policy Modeling, Elsevier, vol. 34(2), pages 181-192.
    3. Paulson, Nicholas D. & Babcock, Bruce A., 2010. "Readdressing the Fertilizer Problem," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 35(3), pages 1-17, December.
    4. Colin Kirkpatrick & Armando Barrientos, 2004. "The Lewis Model After 50 Years," Manchester School, University of Manchester, vol. 72(6), pages 679-690, December.
    5. Kumbhakar,Subal C. & Wang,Hung-Jen & Horncastle,Alan P., 2015. "A Practitioner's Guide to Stochastic Frontier Analysis Using Stata," Cambridge Books, Cambridge University Press, number 9781107609464, November.
    6. McNamara, Kevin T. & Weiss, Christoph R., 2005. "Farm Household Income and On-and-Off Farm Diversification," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 37(01), pages 1-12, April.
    7. Frank Ellis, 1998. "Household strategies and rural livelihood diversification," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 1-38.
    8. Frank Ellis, 2000. "The Determinants of Rural Livelihood Diversification in Developing Countries," Journal of Agricultural Economics, Wiley Blackwell, vol. 51(2), pages 289-302, May.
    9. Mary K. Mathenge & David L. Tschirley, 2015. "Off-farm labor market decisions and agricultural shocks among rural households in Kenya," Agricultural Economics, International Association of Agricultural Economists, vol. 46(5), pages 603-616, September.
    10. Janvry, Alain de & Sadoulet, Elisabeth, 2001. "Income Strategies Among Rural Households in Mexico: The Role of Off-farm Activities," World Development, Elsevier, vol. 29(3), pages 467-480, March.
    11. 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.
    12. Sherlund, Shane M. & Barrett, Christopher B. & Adesina, Akinwumi A., 2002. "Smallholder technical efficiency controlling for environmental production conditions," Journal of Development Economics, Elsevier, vol. 69(1), pages 85-101, October.
    13. Thomas Reardon & Kostas Stamoulis & Prabhu Pingali, 2007. "Rural nonfarm employment in developing countries in an era of globalization," Agricultural Economics, International Association of Agricultural Economists, vol. 37(s1), pages 173-183, December.
    14. Jin Yang & Hui Wang & Songqing Jin & Kevin Chen & Jeffrey Riedinger & Chao Peng, 2016. "Migration, local off-farm employment, and agricultural production efficiency: evidence from China," Journal of Productivity Analysis, Springer, vol. 45(3), pages 247-259, June.
    15. Valerien O. Pede & Francisco J. Areal & Alphonse Singbo & Justin McKinley & Kei Kajisa, 2018. "Spatial dependency and technical efficiency: an application of a Bayesian stochastic frontier model to irrigated and rainfed rice farmers in Bohol, Philippines," Agricultural Economics, International Association of Agricultural Economists, vol. 49(3), pages 301-312, May.
    16. Mishra, Ashok K. & Holthausen, Duncan M., 2002. "Effect of Farm Income and Off-Farm Wage Variability on Off-Farm Labor Supply," Agricultural and Resource Economics Review, Cambridge University Press, vol. 31(2), pages 187-199, October.
    17. Van den Broeck, Goedele & Kilic, Talip, 2019. "Dynamics of off-farm employment in Sub-Saharan Africa: A gender perspective," World Development, Elsevier, vol. 119(C), pages 81-99.
    18. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    19. A. Ford Ramsey & Tadashi Sonoda & Minkyong Ko, 2023. "Intersectoral labor migration and agriculture in the United States and Japan," Agricultural Economics, International Association of Agricultural Economists, vol. 54(3), pages 364-381, May.
    20. Yiorgos Gadanakis & Francisco José Areal, 2020. "Accounting for rainfall and the length of growing season in technical efficiency analysis," Operational Research, Springer, vol. 20(4), pages 2583-2608, December.
    21. Yunez-Naude, Antonio & Edward Taylor, J., 2001. "The Determinants of Nonfarm Activities and Incomes of Rural Households in Mexico, with Emphasis on Education," World Development, Elsevier, vol. 29(3), pages 561-572, March.
    22. 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.
    23. Ashok K. Mishra & Barry K. Goodwin, 1997. "Farm Income Variability and the Supply of Off-Farm Labor," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(3), pages 880-887.
    24. Kousar, Rakhshanda & Abdulai, Awudu, 2016. "Off-farm work, land tenancy contracts and investment in soil conservation measures in rural Pakistan," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 60(2), April.
    25. 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.
    26. Linxiu Zhang & Weiliang Su & Tor Eriksson & Chengfang Liu, 2016. "How Off-farm Employment Affects Technical Efficiency of China's Farms: The Case of Jiangsu," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 24(3), pages 37-51, May.
    27. Olayide, Olawale Emmanuel & Tetteh, Isaac Kow & Popoola, Labode, 2016. "Differential impacts of rainfall and irrigation on agricultural production in Nigeria: Any lessons for climate-smart agriculture?," Agricultural Water Management, Elsevier, vol. 178(C), pages 30-36.
    28. 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.
    29. 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.
    30. Jikun Huang & Yunhua Wu & Scott Rozelle, 2009. "Moving off the farm and intensifying agricultural production in Shandong: a case study of rural labor market linkages in China," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 203-218, March.
    31. Fernando M. Aragón & Francisco Oteiza & Juan Pablo Rud, 2021. "Climate Change and Agriculture: Subsistence Farmers' Response to Extreme Heat," American Economic Journal: Economic Policy, American Economic Association, vol. 13(1), pages 1-35, February.
    32. Ripon Kumar Mondal & Eliyathamby A Selvanathan & Saroja Selvanathan, 2021. "Nexus between rural nonfarm income and agricultural production in Bangladesh," Applied Economics, Taylor & Francis Journals, vol. 53(10), pages 1184-1199, February.
    33. Andrew P. Barkley, 1990. "The Determinants of the Migration of Labor out of Agriculture in the United States, 1940–85," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 72(3), pages 567-573.
    34. Ellis, Frank, 2000. "Rural Livelihoods and Diversity in Developing Countries," OUP Catalogue, Oxford University Press, number 9780198296966.
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