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Does Human Capital Raise Farm or Non-farm Earning More? New Insight from Rural Pakistan Panel Survey

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Author Info
Satriawan, Elan
Swinton, Scott M.
Abstract

This study explores how human capital affects farm household earnings using two tools to refine measurement of human capital effects. First, it employs a two-sector model to allow the allocation of family labor between farm and non-farm activities. Second, it accounts for village fixed effects to evaluate whether results from panel data differ meaningfully from a cross-sectional data analysis with local binary variables. The results show that education has a negligible effect on farm earnings; instead, experience appears to be the principal channel by which human capital affects agricultural performance in a traditional rural setting. Our results also suggest that prior models that fail to separate non-farm activities spuriously exaggerated the effect of education to the farm sector. In addition, typical cross-sectional analyses that ignore fixed effects may cause the effects of education on rural household earnings to be significantly overstated. The fact that panel data regressions accounting for village-level fixed effects found only one instance of education raising earnings – the effect of literacy on non-farm income – suggests that considerable heterogeneity may have been ignored in cross-sectional data analyses, especially ones that omitted village binary variables.

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Paper provided by American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association) in its series 2005 Annual meeting, July 24-27, Providence, RI with number 19207.

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Date of creation: 2005
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Handle: RePEc:ags:aaea05:19207

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Keywords: Labor and Human Capital;

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  1. Yang, Dennis Tao & An, Mark Yuying, 2002. "Human capital, entrepreneurship, and farm household earnings," Journal of Development Economics, Elsevier, vol. 68(1), pages 65-88, June. [Downloadable!] (restricted)
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  2. Phillips, Joseph M, 1987. "A Comment on Farmer Education and Farm Efficiency: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 35(3), pages 637-41, April.
  3. Lockheed, Marlaine E & Jamison, Dean T & Lau, Lawrence J, 1980. "Farmer Education and Farm Efficiency: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 29(1), pages 37-76, October.
  4. Strauss, John & Thomas, Duncan, 1995. "Human resources: Empirical modeling of household and family decisions," Handbook of Development Economics, in: Hollis Chenery† & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 34, pages 1883-2023 Elsevier. [Downloadable!] (restricted)
  5. Foster, Andrew D & Rosenzweig, Mark R, 1996. "Technical Change and Human-Capital Returns and Investments: Evidence from the Green Revolution," American Economic Review, American Economic Association, vol. 86(4), pages 931-53, September. [Downloadable!] (restricted)
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  6. Tao Yang, Dennis, 2004. "Education and allocative efficiency: household income growth during rural reforms in China," Journal of Development Economics, Elsevier, vol. 74(1), pages 137-162, June. [Downloadable!] (restricted)
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  7. Gurgand, Marc, 2003. "Farmer education and the weather: evidence from Taiwan (1976-1992)," Journal of Development Economics, Elsevier, vol. 71(1), pages 51-70, June. [Downloadable!] (restricted)
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  8. Adesina, Akinwumi A. & Djato, Kouakou K., 1996. "Farm size, relative efficiency and agrarian policy in Cote d'Ivoire: profit function analysis of rice farms," Agricultural Economics, Blackwell, vol. 14(2), pages 93-102, July. [Downloadable!] (restricted)
  9. Foster, Andrew D & Rosenzweig, Mark R, 1995. "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Journal of Political Economy, University of Chicago Press, vol. 103(6), pages 1176-1209, December. [Downloadable!] (restricted)
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