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How Neighbors Influence Rice–Crayfish Integrated System Adoption: Evidence from 980 Farmers in the Lower and Middle Reaches of the Yangtze River

Author

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  • Ke Liu

    (School of Management, Wuhan Polytechnic University, Wuhan 430048, China)

  • Zhenhong Qi

    (College of Economics and Management, Huazhong Agricultural University, Wuhan 430070, China)

  • Li Tan

    (School of Management, Wuhan Polytechnic University, Wuhan 430048, China)

  • Canwei Hu

    (School of Management, Wuhan Polytechnic University, Wuhan 430048, China)

Abstract

Rice-aquatic animal integrated systems can alleviate food and environmental insecurity. Understanding how this practice is adopted by farmers is significant for promoting the development of the agricultural industry. Given the information inadequacy and information frictions in agricultural society in China, farmers are susceptible to the behaviors of their neighbors through social interaction. This paper defines neighboring groups that are both spatially and socially connected to identify whether neighbors influence farmers’ adoption of rice–crayfish integrated systems using a sample in the lower and middle reaches of the Yangtze River in China. The findings reveal that for every one-unit increase in neighbors’ adoption behavior, the probability of farmers’ adoption increases by 0.367 units. Therefore, our results may have great value for policymakers seeking to take advantage of the neighborhood effect to complement formal extension systems and promote the developments of China’s ecological agriculture.

Suggested Citation

  • Ke Liu & Zhenhong Qi & Li Tan & Canwei Hu, 2023. "How Neighbors Influence Rice–Crayfish Integrated System Adoption: Evidence from 980 Farmers in the Lower and Middle Reaches of the Yangtze River," IJERPH, MDPI, vol. 20(5), pages 1-13, March.
  • Handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:4399-:d:1084512
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    1. Crudeli, Luca & Mancinelli, Susanna & Mazzanti, Massimiliano & Pitoro, Raul, 2022. "Beyond individualistic behaviour: Social norms and innovation adoption in rural Mozambique," World Development, Elsevier, vol. 157(C).
    2. Salvatore Di Falco & Angela Doku & Avichal Mahajan, 2020. "Peer effects and the choice of adaptation strategies," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 17-30, January.
    3. Bramoullé, Yann & Djebbari, Habiba & Fortin, Bernard, 2009. "Identification of peer effects through social networks," Journal of Econometrics, Elsevier, vol. 150(1), pages 41-55, May.
    4. Charles F. Manski, 2000. "Economic Analysis of Social Interactions," Journal of Economic Perspectives, American Economic Association, vol. 14(3), pages 115-136, Summer.
    5. Marianne Bertrand & Erzo F. P. Luttmer & Sendhil Mullainathan, 2000. "Network Effects and Welfare Cultures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 1019-1055.
    6. Alejandro Gaviria & Steven Raphael, 2001. "School-Based Peer Effects And Juvenile Behavior," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 257-268, May.
    7. Liu, Hong & Sun, Qi & Zhao, Zhong, 2014. "Social learning and health insurance enrollment: Evidence from China's New Cooperative Medical Scheme," Journal of Economic Behavior & Organization, Elsevier, vol. 97(C), pages 84-102.
    8. Patrick S. Ward & Valerien O. Pede, 2015. "Capturing social network effects in technology adoption: the spatial diffusion of hybrid rice in Bangladesh," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 59(2), pages 225-241, April.
    9. Zhang, Anquan & Ni, Pengfei & Ling, Chen, 2022. "Peer effects in rural housing demand: Evidence from China," China Economic Review, Elsevier, vol. 73(C).
    10. Kefei Han & Jing Tan, 2021. "How neighbours influence commercial health insurance purchase: evidence from 2451 rural households in west China," Journal of Development Effectiveness, Taylor & Francis Journals, vol. 13(3), pages 329-341, July.
    11. Yuyu Chen & Ginger Zhe Jin & Yang Yue, 2024. "Peer Migration in China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 257-313, April.
    12. Zhao Chen & Shiqing Jiang & Ming Lu & Hiroshi Sato, 2008. "How Do Heterogeneous Social Interactions Affect the Peer Effect in Rural-Urban Migration?: Empirical Evidence from China," Global COE Hi-Stat Discussion Paper Series gd08-008, Institute of Economic Research, Hitotsubashi University.
    13. Hang Xiong & Diane Payne & Stephen Kinsella, 2018. "Identifying Mechanisms Underlying Peer Effects on Multiplex Networks," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 21(4), pages 1-6.
    14. 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.
    15. Alfons Weersink & Murray Fulton, 2020. "Limits to Profit Maximization as a Guide to Behavior Change," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 67-79, March.
    16. Lijing Gao & J. Arbuckle, 2022. "Examining farmers’ adoption of nutrient management best management practices: a social cognitive framework," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 39(2), pages 535-553, June.
    17. Loh, Chung-Ping A. & Li, Qiang, 2013. "Peer effects in adolescent bodyweight: Evidence from rural China," Social Science & Medicine, Elsevier, vol. 86(C), pages 35-44.
    18. Tensi, Annika Francesca & Ang, Frederic & van der Fels-Klerx, H.J., 2022. "Behavioural drivers and barriers for adopting microbial applications in arable farms: Evidence from the Netherlands and Germany," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    19. Thinda, K.T. & Ogundeji, A.A. & Belle, J.A. & Ojo, T.O., 2020. "Understanding the adoption of climate change adaptation strategies among smallholder farmers: Evidence from land reform beneficiaries in South Africa," Land Use Policy, Elsevier, vol. 99(C).
    20. Cai, Jinyang & Chen, Yiming & Hu, Ruifa & Wu, Mingyin & Shen, Zhiyang, 2022. "Discovering the impact of farmer field schools on the adoption of environmental-friendly technology," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    21. Angrist, Joshua D., 2014. "The perils of peer effects," Labour Economics, Elsevier, vol. 30(C), pages 98-108.
    22. Theodoros Skevas & Ioannis Skevas & Nicholas Kalaitzandonakes, 2022. "The role of peer effects on farmers’ decision to adopt unmanned aerial vehicles: evidence from Missouri," Applied Economics, Taylor & Francis Journals, vol. 54(12), pages 1366-1376, March.
    23. Margarita Genius & Phoebe Koundouri & Céline Nauges & Vangelis Tzouvelekas, 2014. "Information Transmission in Irrigation Technology Adoption and Diffusion: Social Learning, Extension Services, and Spatial Effects," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(1), pages 328-344.
    24. Junqiao Ma & Wenfeng Zhou & Shili Guo & Xin Deng & Jiahao Song & Dingde Xu, 2022. "The influence of peer effects on farmers’ response to climate change: evidence from Sichuan Province, China," Climatic Change, Springer, vol. 175(1), pages 1-23, November.
    25. Chen Ling & Anquan Zhang & Xiaopeng Zhen, 2018. "Peer Effects in Consumption Among Chinese Rural Households," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(10), pages 2333-2347, August.
    26. Bryan Bollinger & Jesse Burkhardt & Kenneth Gillingham, 2018. "Peer Effects in Water Conservation: Evidence from Consumer Migration," NBER Working Papers 24812, National Bureau of Economic Research, Inc.
    27. Kolady, Deepthi & Zhang, Weiwei & Wang, Tong & Ulrich-Schad, Jessica, 2021. "Spatially Mediated Peer Effects in the Adoption of Conservation Agriculture Practices," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 53(1), pages 1-20, February.
    28. François J Dessart & Jesús Barreiro-Hurlé & René van Bavel, 2019. "Behavioural factors affecting the adoption of sustainable farming practices: a policy-oriented review," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 46(3), pages 417-471.
    29. Li, Qiang & Zang, Wenbin & An, Lian, 2013. "Peer effects and school dropout in rural China," China Economic Review, Elsevier, vol. 27(C), pages 238-248.
    30. Raju Ghimire & Wen-Chi Huang, 2015. "Household wealth and adoption of improved maize varieties in Nepal: a double-hurdle approach," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 7(6), pages 1321-1335, December.
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