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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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  • 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.

Suggested Citation

  • Satriawan, Elan & Swinton, Scott M., 2005. "Does Human Capital Raise Farm or Non-farm Earning More? New Insight from Rural Pakistan Panel Survey," 2005 Annual meeting, July 24-27, Providence, RI 19207, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    • Handle: RePEc:ags:aaea05:19207
    DOI: 10.22004/ag.econ.19207
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    References listed on IDEAS

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    1. 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 637-641, April.
    2. 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 931-953, September.
    3. Huffman, Wallace E, 1980. "Farm and Off-Farm Work Decisions: The Role of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 62(1), pages 14-23, February.
    4. 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.
    5. Akinwumi A. Adesina & Kouakou K. Djato, 1996. "Farm size, relative efficiency and agrarian policy in Côte d'Ivoire: profit function analysis of rice farms," Agricultural Economics, International Association of Agricultural Economists, vol. 14(2), pages 93-102, July.
    6. 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.
    7. Zvi Griliches, 1957. "Specification Bias in Estimates of Production Functions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 39(1), pages 8-20.
    8. Marcel Fafchamps & Agnes R. Quisumbing, 1999. "Human Capital, Productivity, and Labor Allocation in Rural Pakistan," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 369-406.
    9. 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.
    10. 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.
    11. J. Edward Taylor & Antonio Yunez-Naude, 2000. "The Returns from Schooling in a Diversified Rural Economy," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(2), pages 287-297.
    12. 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.
    13. 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.
    14. Schultz, T. Paul, 1988. "Education investments and returns," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 1, chapter 13, pages 543-630, Elsevier.
    15. 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.
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    Labor and Human Capital;

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