IDEAS home Printed from https://ideas.repec.org/a/bla/coecpo/v20y2002i4p470-478.html
   My bibliography  Save this article

The Path Of Technology Diffusion: Which Neighbors To Learn From?

Author

Listed:
  • Xiaobo Zhang
  • Shenggen Fan
  • Ximing Cai

Abstract

This study uses a panel data set of 25 years over 280 districts in rural India and applies a geographic information systems (GIS) program to investigate the regional neighborhood effect on the rate of diffusion of new technologies. The results show that in the technology diffusion process, the early successful adopters have a larger effect on neighboring adopters than do the early unsuccessful adopters. Hence, use of the aggregate or the simple average of adoption rate among neighborhoods as a proxy for the neighborhood effect, a common practice in the learning literature, may be inappropriate. We also find that education and irrigation play important roles in facilitating technology diffusion.

Suggested Citation

  • Xiaobo Zhang & Shenggen Fan & Ximing Cai, 2002. "The Path Of Technology Diffusion: Which Neighbors To Learn From?," Contemporary Economic Policy, Western Economic Association International, vol. 20(4), pages 470-478, October.
    • Handle: RePEc:bla:coecpo:v:20:y:2002:i:4:p:470-478
    DOI: 10.1093/cep/20.4.470
    as

    Download full text from publisher

    File URL: https://doi.org/10.1093/cep/20.4.470
    Download Restriction: no
    File URL: https://libkey.io/10.1093/cep/20.4.470?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. 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.
    2. Justin Yifu Lin, 1991. "Education and Innovation Adoption in Agriculture: Evidence from Hybrid Rice in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 713-723.
    3. Schultz, Theodore W, 1975. "The Value of the Ability to Deal with Disequilibria," Journal of Economic Literature, American Economic Association, vol. 13(3), pages 827-846, September.
    4. Feder, Gershon & O'Mara, Gerald T, 1981. "Farm Size and the Diffusion of Green Revolution Technology," Economic Development and Cultural Change, University of Chicago Press, vol. 30(1), pages 59-76, October.
    5. Case, Anne, 1992. "Neighborhood influence and technological change," Regional Science and Urban Economics, Elsevier, vol. 22(3), pages 491-508, September.
    6. Melinda Smale & Richard E. Just & Howard D. Leathers, 1994. "Land Allocation in HYV Adoption Models: An Investigation of Alternative Explanations," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(3), pages 535-546.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Arifovic, Jasmina & Karaivanov, Alexander, 2010. "Learning by doing vs. learning from others in a principal-agent model," Journal of Economic Dynamics and Control, Elsevier, vol. 34(10), pages 1967-1992, October.
    2. Shah, Md M.I. & Grant, Will J. & Stocklmayer, Sue, 2016. "Farmer innovativeness and hybrid rice diffusion in Bangladesh," Technological Forecasting and Social Change, Elsevier, vol. 108(C), pages 54-62.
    3. Satadru Mukherjee, 2020. "Access to Formal Banks and New Technology Adoption: Evidence from India," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(5), pages 1532-1556, October.
    4. You, Liangzhi, 2012. "A tale of two countries: Spatial and temporal patterns of rice productivity in China and Brazil," China Economic Review, Elsevier, vol. 23(3), pages 690-703.
    5. Chaminda Shaman HERATH, 2013. "Does intention lead to behaviour? A case study of the Czech Republic farmers," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 59(3), pages 143-148.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Feng, Yao, 2011. "Local spillovers and learning from neighbors: Evidence from durable adoptions in rural China," MPRA Paper 33924, University Library of Munich, Germany.
    2. Jia, Xiangping, 2009. "Synergistic Green and White Revolution: Evidence from Kenya and Uganda," 2009 Conference, August 16-22, 2009, Beijing, China 51367, International Association of Agricultural Economists.
    3. Yoo, Do-il, 2012. "Individual and Social Learning in Bio-technology Adoption: The Case of GM Corn in the U.S," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124975, Agricultural and Applied Economics Association.
    4. Pardey, Philip G. & James, Jennifer S. & Alston, Julian M. & Wood, Stanley & Koo, Bonwoo & Binenbaum, Eran & Hurley, Terrance M. & Glewwe, Paul & Mayer, Jorge & Jones, Richard & De Groote, Hugo & Kana, 2007. "Science, Technology and Skills," Reports 136256, University of Minnesota, International Science and Technology Practice and Policy.
    5. Funes, Jose E., 2018. "The role of social interaction in the adoption and geographic diffusion of an agricultural technology: The case of high-iron bean (Phaseolus vulgaris) in Rwanda," 2018 Annual Meeting, August 5-7, Washington, D.C. 273872, Agricultural and Applied Economics Association.
    6. Arslan, Aslihan & Belotti, Federico & Lipper, Leslie, 2017. "Smallholder productivity and weather shocks: Adoption and impact of widely promoted agricultural practices in Tanzania," Food Policy, Elsevier, vol. 69(C), pages 68-81.
    7. Yamauchi, Futoshi & Tanabe, Sakiko, 2003. "Nonmarket networks among migrants," FCND briefs 169, International Food Policy Research Institute (IFPRI).
    8. Bazyli Czyżewski & Agnieszka Sapa & Piotr Kułyk, 2021. "Human Capital and Eco-Contractual Governance in Small Farms in Poland: Simultaneous Confirmatory Factor Analysis with Ordinal Variables," Agriculture, MDPI, vol. 11(1), pages 1-16, January.
    9. Parman, John, 2012. "Good schools make good neighbors: Human capital spillovers in early 20th century agriculture," Explorations in Economic History, Elsevier, vol. 49(3), pages 316-334.
    10. Fujin Yi & Richard T. Gudaj & Valeria Arefieva & Renata Yanbykh & Svetlana Mishchuk & Tatiana A. Potenko & Jiayi Zhou & Ivan Zuenko, 2020. "Chinese Technology Transfer to Local Farmers in the Russian Far East," American Journal of Economics and Sociology, Wiley Blackwell, vol. 79(5), pages 1483-1509, November.
    11. Sonia Laszlo, 2005. "Self-employment earnings and returns to education in rural Peru," Journal of Development Studies, Taylor & Francis Journals, vol. 41(7), pages 1247-1287.
    12. Avila-Santamaria, Jorge J. & Useche, Maria P., 2016. "Urea Subsidies and the Decision to Allocate Land to a New Fertilizing Technology: Ex-ante Analysis in Ecuador," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 229851, Southern Agricultural Economics Association.
    13. Läpple, Doris & Renwick, Alan & Thorne, Fiona, 2015. "Measuring and understanding the drivers of agricultural innovation: Evidence from Ireland," Food Policy, Elsevier, vol. 51(C), pages 1-8.
    14. Wollni, Meike & Andersson, Camilla, 2014. "Spatial patterns of organic agriculture adoption: Evidence from Honduras," Ecological Economics, Elsevier, vol. 97(C), pages 120-128.
    15. Yamauchi, Futoshi, 2003. "Are experience and schooling complementary?," FCND briefs 166, International Food Policy Research Institute (IFPRI).
    16. Yamauchi, Futoshi, 2007. "Social learning, neighborhood effects, and investment in human capital: Evidence from Green-Revolution India," Journal of Development Economics, Elsevier, vol. 83(1), pages 37-62, May.
    17. L. Toma & A. P. Barnes & L.-A. Sutherland & S. Thomson & F. Burnett & K. Mathews, 2018. "Impact of information transfer on farmers’ uptake of innovative crop technologies: a structural equation model applied to survey data," The Journal of Technology Transfer, Springer, vol. 43(4), pages 864-881, August.
    18. Yang, Dennis Tao & An, Mark Yuying, 2002. "Human capital, entrepreneurship, and farm household earnings," Journal of Development Economics, Elsevier, vol. 68(1), pages 65-88, June.
    19. T. Paul Schultz, 2004. "Evidence of Returns to Schooling in Africa from Household Surveys: Monitoring and Restructuring the Market for Education," Journal of African Economies, Centre for the Study of African Economies, vol. 13(02), pages 95-148, December.
    20. Marra, Michele & Pannell, David J. & Abadi Ghadim, Amir, 2003. "The economics of risk, uncertainty and learning in the adoption of new agricultural technologies: where are we on the learning curve?," Agricultural Systems, Elsevier, vol. 75(2-3), pages 215-234.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:coecpo:v:20:y:2002:i:4:p:470-478. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/weaaaea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.