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Social Learning and Communication

Author

Listed:
  • Ariel BenYishay
  • A. Mushfiq Mobarak

Abstract

Low adoption of agricultural technologies holds large productivity consequences for developing countries. Agricultural extension services counter information failures by deploying external agents to communicate with farmers. However, social networks are recognized as the most credible source of information about new technologies. We incorporate social learning in extension policy using a large-scale field experiment in which we communicate to farmers using different members of social networks. We show that communicator effort is susceptible to small performance incentives, and the social identity of the communicator influences learning and adoption. Farmers find communicators who face agricultural conditions and constraints most comparable to themselves to be the most persuasive. Incorporating communication dynamics can take the influential social learning literature in a more policy-relevant direction.

Suggested Citation

  • Ariel BenYishay & A. Mushfiq Mobarak, 2014. "Social Learning and Communication," NBER Working Papers 20139, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:20139
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    1. Kremer, Michael Robert & Miguel, Edward A., 2004. "The Illusion of Sustainability," Department of Economics, Working Paper Series qt94p8w1d7, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    2. Raghuram Iyengar & Christophe Van den Bulte & Thomas W. Valente, 2011. "Opinion Leadership and Social Contagion in New Product Diffusion," Marketing Science, INFORMS, vol. 30(2), pages 195-212, 03-04.
    3. Nava Ashraf & Xavier Giné & Dean Karlan, 2009. "Finding Missing Markets (and a Disturbing Epilogue): Evidence from an Export Crop Adoption and Marketing Intervention in Kenya," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 973-990.
    4. Laura J. Kornish & Qiuping Li, 2010. "Optimal Referral Bonuses with Asymmetric Information: Firm-Offered and Interpersonal Incentives," Marketing Science, INFORMS, vol. 29(1), pages 108-121, 01-02.
    5. Dean Karlan & Robert Osei & Isaac Osei-Akoto & Christopher Udry, 2014. "Agricultural Decisions after Relaxing Credit and Risk Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 597-652.
    6. 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.
    7. Oriana Bandiera & Imran Rasul, 2006. "Social Networks and Technology Adoption in Northern Mozambique," Economic Journal, Royal Economic Society, vol. 116(514), pages 869-902, October.
    8. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
    9. John Beshears & James J. Choi & David Laibson & Brigitte C. Madrian & Katherine L. Milkman, 2015. "The Effect of Providing Peer Information on Retirement Savings Decisions," Journal of Finance, American Finance Association, vol. 70(3), pages 1161-1201, June.
    10. Emily Oster & Rebecca Thornton, 2012. "Determinants Of Technology Adoption: Peer Effects In Menstrual Cup Take-Up," Journal of the European Economic Association, European Economic Association, vol. 10(6), pages 1263-1293, December.
    11. Michael Kremer & Edward Miguel, 2007. "The Illusion of Sustainability," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1007-1065.
    12. Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 815-842.
    13. Gharad Bryan & Shyamal Chowdhury & Ahmed Mushfiq Mobarak, 2014. "Underinvestment in a Profitable Technology: The Case of Seasonal Migration in Bangladesh," Econometrica, Econometric Society, vol. 82(5), pages 1671-1748, September.
    14. Jeremy R. Magruder, 2010. "Intergenerational Networks, Unemployment, and Persistent Inequality in South Africa," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 62-85, January.
    15. Leonardo Bursztyn & Florian Ederer & Bruno Ferman & Noam Yuchtman, 2012. "Understanding Peer Effects in Financial Decisions: Evidence from a Field Experiment," NBER Working Papers 18241, National Bureau of Economic Research, Inc.
    16. Munshi, Kaivan, 2004. "Social learning in a heterogeneous population: technology diffusion in the Indian Green Revolution," Journal of Development Economics, Elsevier, vol. 73(1), pages 185-213, February.
    17. 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.
    18. Andre Croppenstedt & Mulat Demeke & Meloria M. Meschi, 2003. "Technology Adoption in the Presence of Constraints: the Case of Fertilizer Demand in Ethiopia," Review of Development Economics, Wiley Blackwell, vol. 7(1), pages 58-70, February.
    19. Abhijit Banerjee & Arun G. Chandrasekhar & Esther Duflo & Matthew O. Jackson, 2012. "The Diffusion of Microfinance," NBER Working Papers 17743, National Bureau of Economic Research, Inc.
    20. Scott E. Carrell & Mark L. Hoekstra, 2010. "Externalities in the Classroom: How Children Exposed to Domestic Violence Affect Everyone's Kids," American Economic Journal: Applied Economics, American Economic Association, vol. 2(1), pages 211-228, January.
    21. Shawn Cole & Xavier Gine & Jeremy Tobacman & Petia Topalova & Robert Townsend & James Vickery, 2013. "Barriers to Household Risk Management: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 104-135, January.
    22. Esther Duflo & Michael Kremer & Jonathan Robinson, 2011. "Nudging Farmers to Use Fertilizer: Theory and Experimental Evidence from Kenya," American Economic Review, American Economic Association, vol. 101(6), pages 2350-2390, October.
    23. Markus Goldstein & Christopher Udry, 2008. "The Profits of Power: Land Rights and Agricultural Investment in Ghana," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 981-1022, December.
    24. Locock, Louise & Dopson, Sue & Chambers, David & Gabbay, John, 2001. "Understanding the role of opinion leaders in improving clinical effectiveness," Social Science & Medicine, Elsevier, vol. 53(6), pages 745-757, September.
    25. Eyal Biyalogorsky & Eitan Gerstner & Barak Libai, 2001. "Customer Referral Management: Optimal Reward Programs," Marketing Science, INFORMS, vol. 20(1), pages 82-95, August.
    26. Robert Garlick, 2018. "Academic Peer Effects with Different Group Assignment Policies: Residential Tracking versus Random Assignment," American Economic Journal: Applied Economics, American Economic Association, vol. 10(3), pages 345-369, July.
    27. Daniel Ayalew Ali & Klaus Deininger & Markus Goldstein, 2011. "Environmental and Gender Impacts of Land Tenure Regularization in Africa," World Bank Other Operational Studies 25527, The World Bank.
    28. Bandiera, Oriana & Ashraf, Nava & Jack, Kelsey, 2012. "No margin, no mission? A Field Experiment on Incentives for Pro-Social Tasks," CEPR Discussion Papers 8834, C.E.P.R. Discussion Papers.
    29. Godlonton, Susan & Thornton, Rebecca, 2012. "Peer effects in learning HIV results," Journal of Development Economics, Elsevier, vol. 97(1), pages 118-129.
    30. Giacomo De Giorgi & Michele Pellizzari & Silvia Redaelli, 2010. "Identification of Social Interactions through Partially Overlapping Peer Groups," American Economic Journal: Applied Economics, American Economic Association, vol. 2(2), pages 241-275, April.
    31. Gustavo J. Bobonis & Frederico Finan, 2009. "Neighborhood Peer Effects in Secondary School Enrollment Decisions," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 695-716, November.
    32. Leonardo Bursztyn & Florian Ederer & Bruno Ferman & Noam Yuchtman, 2014. "Understanding Mechanisms Underlying Peer Effects: Evidence From a Field Experiment on Financial Decisions," Econometrica, Econometric Society, vol. 82(4), pages 1273-1301, July.
    33. Krishnan, Pramila & Patnam, Manasa, 2013. "Neighbours and Extension Agents in Ethiopia: Who matters more for technology diffusion?," CEPR Discussion Papers 9539, C.E.P.R. Discussion Papers.
    34. Lori A. Beaman, 2012. "Social Networks and the Dynamics of Labour Market Outcomes: Evidence from Refugees Resettled in the U.S," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 128-161.
    35. World Bank, 2011. "World Development Indicators 2011," World Bank Publications - Books, The World Bank Group, number 2315.
    36. Udry, Christopher, 2010. "The economics of agriculture in Africa: Notes toward a research program," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 5(1), pages 1-16, September.
    37. Samuel Bowles & Sandra Polania-Reyes, 2012. "Economic Incentives and Social Preferences: Substitutes or Complements?," Journal of Economic Literature, American Economic Association, vol. 50(2), pages 368-425, June.
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    Cited by:

    1. Yao Pan & Stephen C Smith & Munshi Sulaiman, 2018. "Agricultural Extension and Technology Adoption for Food Security: Evidence from Uganda," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(4), pages 1012-1031.
    2. Francesco Amodio & Miguel A. Martinez-Carrasco, 2023. "Workplace Incentives and Organizational Learning," Journal of Labor Economics, University of Chicago Press, vol. 41(2), pages 453-478.
    3. Sseruyange, J. & Bulte, E., 2018. "Do Incentives matter for Knowledge Diffusion? Experimental Evidence from Uganda," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 275896, International Association of Agricultural Economists.
    4. Eline Bos, 2016. "Leading by Example: What is the effect on educational outcomes of exposing girls, in addition to parents, to female role models?," CSAE Working Paper Series 2016-37, Centre for the Study of African Economies, University of Oxford.
    5. Lori Beaman & Ariel BenYishay & Jeremy Magruder & Ahmed Mushfiq Mobarak, 2021. "Can Network Theory-Based Targeting Increase Technology Adoption?," American Economic Review, American Economic Association, vol. 111(6), pages 1918-1943, June.
    6. Alem, Yonas & Dugoua, Eugenie, 2018. "Passive Learning and Incentivized Communication: A Randomized Controlled Trial in India," Working Papers in Economics 723, University of Gothenburg, Department of Economics.
    7. Heidi Kaila, 2015. "Comparing the development of agricultural technology and information technology in rural Vietnam," WIDER Working Paper Series 091, World Institute for Development Economic Research (UNU-WIDER).
    8. David Atkin & Azam Chaudhry & Shamyla Chaudry & Amit K. Khandelwal & Eric Verhoogen, 2017. "Organizational Barriers to Technology Adoption: Evidence from Soccer-Ball Producers in Pakistan," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1101-1164.
    9. Gharad Bryan & Shyamal Chowdhury & Ahmed Mushfiq Mobarak, 2014. "Underinvestment in a Profitable Technology: The Case of Seasonal Migration in Bangladesh," Econometrica, Econometric Society, vol. 82(5), pages 1671-1748, September.
    10. Fisher, Monica & Holden, Stein T. & Katengeza, Samson P., 2017. "Adoption of CA technologies among Followers of Lead Farmers: How Strong is the Influence from Lead Farmers?," CLTS Working Papers 7/17, Norwegian University of Life Sciences, Centre for Land Tenure Studies, revised 21 Oct 2019.
    11. Fernando, A. Nilesh, 2021. "Seeking the treated: The impact of mobile extension on farmer information exchange in India," Journal of Development Economics, Elsevier, vol. 153(C).
    12. Van Campenhout, B. & Spielman, D. & Lecoutere, E., 2018. "The Role of Gender in ICT-mediated Agricultural Information Campaigns," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277438, International Association of Agricultural Economists.
    13. Fisher, Monica & Holden , Stein T. & Katengeza, Samson P., 2017. "The adoption potential of Conservation Agriculture technologies in Malawi: A lead farmer promoter-adopter approach and assessment," CLTS Working Papers 1/17, Norwegian University of Life Sciences, Centre for Land Tenure Studies, revised 21 Oct 2019.
    14. Rubio-Ramos, Melissa, 2024. "Trust, violence, and coca," Journal of Development Economics, Elsevier, vol. 167(C).
    15. Samuel Bazzi & Arya Gaduh & Alexander D. Rothenberg & Maisy Wong, 2016. "Skill Transferability, Migration, and Development: Evidence from Population Resettlement in Indonesia," American Economic Review, American Economic Association, vol. 106(9), pages 2658-2698, September.
    16. Beyene,Abebe & Bluffstone,Randy & Gebreegzhiaber,Zenebe & Martinsson,Peter & Mekonnen,Alemu & Vieider,Ferdinand, 2015. "Do improved biomass cookstoves reduce fuelwood consumption and carbon emissions ? evidence from rural Ethiopia using a randomized treatment trial with electronic monitoring," Policy Research Working Paper Series 7324, The World Bank.
    17. Sintayehu Hailu Alemu & Luuk Kempen & Ruerd Ruben, 2018. "The Long Shadow of Faith-based Social Networks on Agricultural Performance: Evidence from Ethiopian Apple Growers," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(2), pages 297-319, April.
    18. Melissa Rubio-Ramos, 2022. "Trust, Violence, and Coca," ECONtribute Discussion Papers Series 176, University of Bonn and University of Cologne, Germany.

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    More about this item

    JEL classification:

    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • Q16 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - R&D; Agricultural Technology; Biofuels; Agricultural Extension Services

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