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Spatial vs. Social Network Effects in Risk Sharing

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  • Aida, Takeshi

Abstract

Although substantial research has been conducted on informal consumption smoothing mechanisms within villages, or within social clusters such as family and friends, few studies have compared the effects of these spatial and social networks. Employing spatial panel econometric models, this study extends the conventional empirical test of the full risk-sharing hypothesis to incorporate spatial and social network effects, and quantifies the diffusion of income shocks in each network. Estimation results based on household survey data in Southern Sri Lanka show that consumption smoothing performs better in spatial networks than in social ones, because income shocks defuse more effectively among neighboring households. This study also shows the limitations of the conventional test when it is considered a special case of a spatial econometric model.

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  • Aida, Takeshi, 2015. "Spatial vs. Social Network Effects in Risk Sharing," Working Papers 89, JICA Research Institute.
  • Handle: RePEc:jic:wpaper:89
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    1. Pierre Dubois & Bruno Jullien & Thierry Magnac, 2008. "Formal and Informal Risk Sharing in LDCs: Theory and Empirical Evidence," Econometrica, Econometric Society, vol. 76(4), pages 679-725, July.
    2. Yujiro Hayami, 2009. "Social Capital, Human Capital and the Community Mechanism: Toward a Conceptual Framework for Economists," Journal of Development Studies, Taylor & Francis Journals, vol. 45(1), pages 96-123.
    3. Ethan Ligon & Jonathan P. Thomas & Tim Worrall, 2002. "Informal Insurance Arrangements with Limited Commitment: Theory and Evidence from Village Economies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 209-244.
    4. Lee, Lung-fei & Yu, Jihai, 2010. "Estimation of spatial autoregressive panel data models with fixed effects," Journal of Econometrics, Elsevier, vol. 154(2), pages 165-185, February.
    5. Jalan, Jyotsna & Ravallion, Martin, 1999. "Are the poor less well insured? Evidence on vulnerability to income risk in rural China," Journal of Development Economics, Elsevier, vol. 58(1), pages 61-81, February.
    6. Orazio Attanasio & Abigail Barr & Juan Camilo Cardenas & Garance Genicot & Costas Meghir, 2012. "Risk Pooling, Risk Preferences, and Social Networks," American Economic Journal: Applied Economics, American Economic Association, vol. 4(2), pages 134-167, April.
    7. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    8. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    9. Ethan Ligon, 1998. "Risk Sharing and Information in Village Economies," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(4), pages 847-864.
    10. Christopher Udry, 1994. "Risk and Insurance in a Rural Credit Market: An Empirical Investigation in Northern Nigeria," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 495-526.
    11. Fafchamps, Marcel & Gubert, Flore, 2007. "The formation of risk sharing networks," Journal of Development Economics, Elsevier, vol. 83(2), pages 326-350, July.
    12. William Jack & Tavneet Suri, 2014. "Risk Sharing and Transactions Costs: Evidence from Kenya's Mobile Money Revolution," American Economic Review, American Economic Association, vol. 104(1), pages 183-223, January.
    13. Cox, Donald & Fafchamps, Marcel, 2008. "Extended Family and Kinship Networks: Economic Insights and Evolutionary Directions," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 58, pages 3711-3784, Elsevier.
    14. Fafchamps, Marcel & Lund, Susan, 2003. "Risk-sharing networks in rural Philippines," Journal of Development Economics, Elsevier, vol. 71(2), pages 261-287, August.
    15. Manuela Angelucci & Giacomo De Giorgi, 2009. "Indirect Effects of an Aid Program: How Do Cash Transfers Affect Ineligibles' Consumption?," American Economic Review, American Economic Association, vol. 99(1), pages 486-508, March.
    16. Kurosaki, Takashi, 2001. "Consumption Smoothing and the Structure of Risk and Time Preferences:Theory and Evidence from Village India," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 42(2), pages 103-117, December.
    17. Kelejian, Harry H. & Prucha, Ingmar R., 2002. "2SLS and OLS in a spatial autoregressive model with equal spatial weights," Regional Science and Urban Economics, Elsevier, vol. 32(6), pages 691-707, November.
    18. Mace, Barbara J, 1991. "Full Insurance in the Presence of Aggregate Uncertainty," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 928-956, October.
    19. repec:dau:papers:123456789/4392 is not listed on IDEAS
    20. László Mátyás & Patrick Sevestre (ed.), 2008. "The Econometrics of Panel Data," Advanced Studies in Theoretical and Applied Econometrics, Springer, number 978-3-540-75892-1, July-Dece.
    21. Viliam Druska & William C. Horrace, 2004. "Generalized Moments Estimation for Spatial Panel Data: Indonesian Rice Farming," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(1), pages 185-198.
    22. Rosenzweig, Mark R, 1988. "Risk, Implicit Contracts and the Family in Rural Areas of Low-income Countries," Economic Journal, Royal Economic Society, vol. 98(393), pages 1148-1170, December.
    23. Robert M. Townsend, 1995. "Consumption Insurance: An Evaluation of Risk-Bearing Systems in Low-Income Economies," Journal of Economic Perspectives, American Economic Association, vol. 9(3), pages 83-102, Summer.
    24. Martin Ravallion & Shubham Chaudhuri, 1997. "Risk and Insurance in Village India: Comment," Econometrica, Econometric Society, vol. 65(1), pages 171-184, January.
    25. Patrick Sevestre & Laszlo Matyas, 2008. "The Econometrics of Panel Data," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00279977, HAL.
    26. Aoyagi, Keitaro & Sawada, Yasuyuki & Shoji, Masahiro, 2014. "Does Infrastructure Facilitate Social Capital Accumulation? Evidence from Natural and Artefactual Field Experiments in a Developing Country," Working Papers 65, JICA Research Institute.
    27. Rosenzweig, Mark R & Stark, Oded, 1989. "Consumption Smoothing, Migration, and Marriage: Evidence from Rural India," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 905-926, August.
    28. Andrew D. Foster & Mark R. Rosenzweig, 2001. "Imperfect Commitment, Altruism, And The Family: Evidence From Transfer Behavior In Low-Income Rural Areas," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 389-407, August.
    29. Grimard, Franque, 1997. "Household consumption smoothing through ethnic ties: evidence from Cote d'Ivoire," Journal of Development Economics, Elsevier, vol. 53(2), pages 391-422, August.
    30. Murgai, Rinku & Winters, Paul & Sadoulet, Elisabeth & Janvry, Alain de, 2002. "Localized and incomplete mutual insurance," Journal of Development Economics, Elsevier, vol. 67(2), pages 245-274, April.
    31. Sonali Senaratna Sellamuttu & Takeshi Aida & Ryuji Kasahara & Yasuyuki Sawada & Deeptha Wijerathna, 2014. "How Access to Irrigation Influences Poverty and Livelihoods: A Case Study from Sri Lanka," Journal of Development Studies, Taylor & Francis Journals, vol. 50(5), pages 748-768, May.
    32. J. Paul Elhorst, 2003. "Specification and Estimation of Spatial Panel Data Models," International Regional Science Review, , vol. 26(3), pages 244-268, July.
    33. Kapoor, Mudit & Kelejian, Harry H. & Prucha, Ingmar R., 2007. "Panel data models with spatially correlated error components," Journal of Econometrics, Elsevier, vol. 140(1), pages 97-130, September.
    34. Cochrane, John H, 1991. "A Simple Test of Consumption Insurance," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 957-976, October.
    35. Alexander Karaivanov & Robert M. Townsend, 2014. "Dynamic Financial Constraints: Distinguishing Mechanism Design From Exogenously Incomplete Regimes," Econometrica, Econometric Society, vol. 82(3), pages 887-959, May.
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    Cited by:

    1. Quynh Hoang & Laure Pasquier-Doumer & Camille Saint-Macary, 2018. "Ethnicity and risk sharing network formation: Evidence from rural Vietnam," WIDER Working Paper Series 134, World Institute for Development Economic Research (UNU-WIDER).
    2. Hoang & Laure Pasquier-Doumer & Camille Saint-Macary, 2018. "Ethnicity and risk sharing network formation: Evidence from rural Viet Nam," Working Papers DT/2018/15, DIAL (Développement, Institutions et Mondialisation).
    3. Quynh Hoang & Laure Pasquier-Doumer & Camille Saint-Macary, 2018. "Ethnicity and risk sharing network formation: Evidence from rural Vietnam," WIDER Working Paper Series wp-2018-134, World Institute for Development Economic Research (UNU-WIDER).
    4. Quynh Hoang & Camille Saint Macary & Laure Pasquier-Doumer, 2021. "Ethnicity and risk sharing network formation: Evidence from rural Viet Nam," Working Papers hal-03361332, HAL.
    5. Joongsan Ko, 2020. "Intranational Consumption Risk Sharing in South Korea: 2000–2016," Asian Economic Journal, East Asian Economic Association, vol. 34(1), pages 29-49, March.

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    Keywords

    risk sharing ; network ; kinship ; spillover effect;
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