Is participatory social learning a performance driver for Chinese smallholder farmers?
AbstractThis paper aims to test the effect of smallholder farmers' participatory social learning on their gain of performance in a village of southwest China. By exploring a panel structure survey data collected in the village, we identify the social learning effect using a Spatial Autoregressive (SAR) model. Particularly, we calculate the technical efficiency and environmental efficiency from a SFA model and use them as dependent variables of the model. Moreover, we investigate the social learning of different technologies, i.e., conventional and organic farming, by separating the estimations. Our identification results suggest that the effect of social learning is weak due to the technological heterogeneity in the general case, whilst it is significantly positive for organized organic farming. However, it appears that farmers learn to improve their economic performance (i.e., maximize yield) rather than environmental performance (i.e., minimize environmentally detrimental input). These results reveal a critical limitation of social learning, and demand more environmental orientation in the agricultural extension service, which is expected to guide smallholder farmers and foster their environmental performance for sustainable agricultural development.
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Bibliographic InfoPaper provided by CERDI in its series Working Papers with number 201318.
Date of creation: 2013
Date of revision:
Smallholder farming; Social learning; Organic farming; Technical efficiency; Environmental efficiency; China.;
Other versions of this item:
- Huanxiu GUO & Sébastien Marchand, 2013. "Is participatory social learning a performance driver for Chinese smallholder farmers?," Working Papers halshs-00878886, HAL.
- NEP-AGR-2013-10-25 (Agricultural Economics)
- NEP-ALL-2013-10-25 (All new papers)
- NEP-ENV-2013-10-25 (Environmental Economics)
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- Ellison, Glenn & Fudenberg, Drew, 1992.
"Rules of Thumb for Social Learning,"
IDEI Working Papers
17, Institut d'Économie Industrielle (IDEI), Toulouse.
- G. Ellison & D. Fudenberg, 2010. "Rules of Thumb for Social Learning," Levine's Working Paper Archive 435, David K. Levine.
- Ellison, Glenn & Fudenberg, Drew, 1993. "Rules of Thumb for Social Learning," Scholarly Articles 3196332, Harvard University Department of Economics.
- Allison, G. & Fudenberg, D., 1992. "Rules of Thumb for Social Learning," Working papers 92-12, Massachusetts Institute of Technology (MIT), Department of Economics.
- Jovanovic, Boyan & Nyarko, Yaw, 1996.
"Learning by Doing and the Choice of Technology,"
Econometric Society, vol. 64(6), pages 1299-1310, November.
- Stijn Reinhard & C.A. Knox Lovell & Geert Thijssen, 1999. "Econometric Estimation of Technical and Environmental Efficiency: An Application to Dutch Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 44-60.
- de Brauw, Alan & Huang, Jikun & Rozelle, Scott, 2012.
"The Feminization of Agriculture with Chinese Characteristics:,"
IFPRI discussion papers
1189, International Food Policy Research Institute (IFPRI).
- Alan de Brauw & Jikun Huang & Linxiu Zhang & Scott Rozelle, 2013. "The Feminisation of Agriculture with Chinese Characteristics," Journal of Development Studies, Taylor & Francis Journals, vol. 49(5), pages 689-704, May.
- Heltberg, Rasmus, 1998. "Rural market imperfections and the farm size-- productivity relationship: Evidence from Pakistan," World Development, Elsevier, vol. 26(10), pages 1807-1826, October.
- Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
- Diewert, W E, 1971. "An Application of the Shephard Duality Theorem: A Generalized Leontief Production Function," Journal of Political Economy, University of Chicago Press, vol. 79(3), pages 481-507, May-June.
- Oriana Bandiera & Imran Rasul, 2006.
"Social Networks and Technology Adoption in Northern Mozambique,"
Royal Economic Society, vol. 116(514), pages 869-902, October.
- Oriana Bandiera & Imran Rasul, 2002. "Social networks and technology adoption in Northern Mozambique," LSE Research Online Documents on Economics 3539, London School of Economics and Political Science, LSE Library.
- Bandiera, Oriana & Rasul, Imran, 2002. "Social Networks and Technology Adoption in Northern Mozambique," CEPR Discussion Papers 3341, C.E.P.R. Discussion Papers.
- Oriana Bandiera & Imran Rasul, 2002. "Social Networks and Technology Adoption in Northern Mozambique," STICERD - Development Economics Papers - From 2008 this series has been superseded by Economic Organisation and Public Policy Discussion Papers 35, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
- Timothy G. Conley & Christopher R. Udry, 2010.
"Learning about a New Technology: Pineapple in Ghana,"
American Economic Review,
American Economic Association, vol. 100(1), pages 35-69, March.
- Timothy G. Conley & Christopher R. Udry, 2005. "Learning about a new technology: pineapple in Ghana," Proceedings, Federal Reserve Bank of San Francisco.
- Conley, T.G. & Udry, C.R., 2000. "Learning about a New Technology: Pineapple in Ghana," Papers 817, Yale - Economic Growth Center.
- Besley, T. & Case, A., 1994.
"Diffusion as a Learning Process: Evidence from HYV Cotton,"
174, Princeton, Woodrow Wilson School - Development Studies.
- Timothy Besley & Anne Case, 1994. "Diffusion as a Learning Process: Evidence from HYV Cotton," Working Papers 228, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
- Raghbendra Jha & Puneet Chitkara & Santanu Gupta, 2000. "Productivity, technical and allocative efficiency and farm size in wheat farming in India: a DEA approach," Applied Economics Letters, Taylor & Francis Journals, vol. 7(1), pages 1-5.
- Pretty, Jules N., 1995. "Participatory learning for sustainable agriculture," World Development, Elsevier, vol. 23(8), pages 1247-1263, August.
- Brock, William A. & Durlauf, Steven N., 2001.
Handbook of Econometrics,
in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 54, pages 3297-3380
- 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.
- Mark Rosenzweig & Andrew D. Foster, . "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Home Pages _068, University of Pennsylvania.
- Jin, Songqing & Huang, Jikun & Rozelle, Scott, 2009. "The Production Performance of China's Transforming Agriculture," Choices, Agricultural and Applied Economics Association, vol. 24(4).
- Michael Lipton, 2006.
"Can Small Farmers Survive, Prosper, or be the Key Channel to Cut Mass Poverty?,"
The Electronic Journal of Agricultural and Development Economics,
Food and Agriculture Organization of the United Nations, vol. 3(1), pages 58-85.
- Lipton, Michael, 2006. "Can Small Farmers Survive, Prosper, or be the Key Channel to Cut Mass Poverty?," eJADE: electronic Journal of Agricultural and Development Economics, Food and Agriculture Organization, Agricultural and Development Economics Division, vol. 3(1).
- Shenggen Fan & Connie Chan-Kang, 2005. "Is small beautiful? Farm size, productivity, and poverty in Asian agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 32(s1), pages 135-146, 01.
- Feder, Gershon, 1985. "The relation between farm size and farm productivity : The role of family labor, supervision and credit constraints," Journal of Development Economics, Elsevier, vol. 18(2-3), pages 297-313, August.
- Robert Wilson, 1975. "Informational Economies of Scale," Bell Journal of Economics, The RAND Corporation, vol. 6(1), pages 184-195, Spring.
- Jikun Huang & Ruifa Hu & Scott Rozelle, 2004. "Chinaâ€™s Agricultural Research System and Reforms: Challenges and Implications for Developing Countries," Asian Journal of Agriculture and Development, Southeast Asian Regional Center for Graduate Study and Research in Agriculture, vol. 1(1), pages 107-123, June.
- Timothy Conley & Udry Christopher, 2001. "Social Learning Through Networks: The Adoption of New Agricultural Technologies in Ghana," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(3), pages 668-673.
- Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
- Fang Cai & Meiyan Wang, 2008. "A Counterfactual Analysis on Unlimited Surplus Labor in Rural China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 16(1), pages 51-65.
- Swinton, Scott M. & Lupi, Frank & Robertson, G. Philip & Hamilton, Stephen K., 2007. "Ecosystem services and agriculture: Cultivating agricultural ecosystems for diverse benefits," Ecological Economics, Elsevier, vol. 64(2), pages 245-252, December.
- Romer, Paul M, 1986.
"Increasing Returns and Long-run Growth,"
Journal of Political Economy,
University of Chicago Press, vol. 94(5), pages 1002-37, October.
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