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Neighborhood Effects on Side-Selling in Contract Farming: A Spatial Econometric Approach

Author

Listed:
  • AIDA,Takeshi
  • SHIMAMOTO,Daichi
  • TANAKA,Kiyoyasu

Abstract

Contract farming—agreements between farmers and buyers on agricultural production—often faces the challenge of contractual default because neighboring farmers may share information on more attractive price offers from non-contract buyers and coordinate actions to side-sell contract crops. This paper examines neighborhood effects on contractual enforcement in contract farming of organic Kampot pepper, a high-value crop in Cambodia. Using a spatial econometric framework, we demonstrate that side-selling by neighboring farmers significantly increases the probability of individual farmers engaging in side-selling, reflecting positive neighborhood effects. To clarify the underlying mechanisms, we develop a simple theoretical model of neighborhood effects. Our findings underscore the need for policy interventions aimed at curbing the diffusion of side-selling and strengthening the institutional sustainability of contract farming arrangements.

Suggested Citation

  • AIDA,Takeshi & SHIMAMOTO,Daichi & TANAKA,Kiyoyasu, 2026. "Neighborhood Effects on Side-Selling in Contract Farming: A Spatial Econometric Approach," IDE Discussion Papers 1003, Institute of Developing Economies, Japan External Trade Organization(JETRO).
  • Handle: RePEc:jet:dpaper:dpaper1003
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    References listed on IDEAS

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    1. Kelejian, Harry H & Prucha, Ingmar R, 1999. "A Generalized Moments Estimator for the Autoregressive Parameter in a Spatial Model," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 40(2), pages 509-533, May.
    2. Wu, Steven Y., 2006. "Contract theory and agricultural policy analysis: a discussion and survey of recent developments," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 50(4), pages 1-20, December.
    3. Yann Bramoullé & Habiba Djebbari & Bernard Fortin, 2020. "Peer Effects in Networks: A Survey," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 603-629, August.
    4. Sacerdote, Bruce, 2011. "Peer Effects in Education: How Might They Work, How Big Are They and How Much Do We Know Thus Far?," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 4, pages 249-277, Elsevier.
    5. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    6. Barrett, Christopher B. & Bachke, Maren E. & Bellemare, Marc F. & Michelson, Hope C. & Narayanan, Sudha & Walker, Thomas F., 2012. "Smallholder Participation in Contract Farming: Comparative Evidence from Five Countries," World Development, Elsevier, vol. 40(4), pages 715-730.
    7. Ton, Giel & Vellema, Wytse & Desiere, Sam & Weituschat, Sophia & D'Haese, Marijke, 2018. "Contract farming for improving smallholder incomes: What can we learn from effectiveness studies?," World Development, Elsevier, vol. 104(C), pages 46-64.
    8. Kelejian, Harry H. & Prucha, Ingmar R., 2010. "Specification and estimation of spatial autoregressive models with autoregressive and heteroskedastic disturbances," Journal of Econometrics, Elsevier, vol. 157(1), pages 53-67, July.
    9. Christopher B. Barrett & Thomas Reardon & Johan Swinnen & David Zilberman, 2022. "Agri-food Value Chain Revolutions in Low- and Middle-Income Countries," Journal of Economic Literature, American Economic Association, vol. 60(4), pages 1316-1377, December.
    10. Marc F. Bellemare, 2010. "Agricultural extension and imperfect supervision in contract farming: evidence from Madagascar," Agricultural Economics, International Association of Agricultural Economists, vol. 41(6), pages 507-517, November.
    11. Gow, Hamish R. & Streeter, Deborah H. & Swinnen, Johan F. M., 2000. "How private contract enforcement mechanisms can succeed where public institutions fail: the case of Juhocukor a.s," Agricultural Economics, Blackwell, vol. 23(3), pages 253-265, September.
    12. Waldron, Scott & Brown, Colin & Longworth, John, 2010. "A critique of high-value supply chains as a means of modernising agriculture in China: The case of the beef industry," Food Policy, Elsevier, vol. 35(5), pages 479-487, October.
    13. Minten, Bart & Randrianarison, Lalaina & Swinnen, Johan F.M., 2009. "Global Retail Chains and Poor Farmers: Evidence from Madagascar," World Development, Elsevier, vol. 37(11), pages 1728-1741, November.
    14. Bruce Sacerdote, 2014. "Experimental and Quasi-Experimental Analysis of Peer Effects: Two Steps Forward?," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 253-272, August.
    15. Bellemare, Marc F. & Bloem, Jeffrey R., 2018. "Does contract farming improve welfare? A review," World Development, Elsevier, vol. 112(C), pages 259-271.
    16. Steven Y. Wu & Brian Roe, 2007. "Contract Enforcement, Social Efficiency, and Distribution: Some Experimental Evidence," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 243-258.
    17. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    18. Steven Y. Wu, 2006. "Contract theory and agricultural policy analysis: a discussion and survey of recent developments ," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 50(4), pages 490-509, December.
    19. Douglas Gollin & Joseph P. Kaboski, 2023. "New views of structural transformation: insights from recent literature," Oxford Development Studies, Taylor & Francis Journals, vol. 51(4), pages 339-361, October.
    20. Keijiro Otsuka & Yuko Nakano & Kazushi Takahashi, 2016. "Contract Farming in Developed and Developing Countries," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 353-376, October.
    21. Douglas Gollin & Casper Worm Hansen & Asger Mose Wingender, 2021. "Two Blades of Grass: The Impact of the Green Revolution," Journal of Political Economy, University of Chicago Press, vol. 129(8), pages 2344-2384.
    22. Topa, Giorgio & Zenou, Yves, 2015. "Neighborhood and Network Effects," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 561-624, Elsevier.
    23. Yannis M. Ioannides & Giorgio Topa, 2010. "Neighborhood Effects: Accomplishments And Looking Beyond Them," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 343-362, February.
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    Keywords

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    JEL classification:

    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
    • Q13 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Markets and Marketing; Cooperatives; Agribusiness
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

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