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Information and the Speed of Innovation Adoption

Author

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  • A.J. Fischer
  • A.J. Arnold
  • M. Gibbs

Abstract

Within a Bayesian framework, a random-effects model is developed and applied to adoption of new wheat varieties in South Australia. In this model, not all pieces of information add equally to knowledge about the innovation. The model shows the acquisition of information to be much slower than has been suggested by previous Bayesian models and can also explain laggards and partial adoption. The results have important practical implications for farmers and support agencies. The paper's theoretical contributions are to highlight the structure of information, and to demonstrate how qualitative results can be obtained where the posterior Bayesian distribution is intractable. Copyright 1996, Oxford University Press.

Suggested Citation

  • A.J. Fischer & A.J. Arnold & M. Gibbs, 1996. "Information and the Speed of Innovation Adoption," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(4), pages 1073-1081.
    • Handle: RePEc:oup:ajagec:v:78:y:1996:i:4:p:1073-1081
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    Citations

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    Cited by:

    1. Alexander, Corinne E., 2002. "The Role Of Seed Company Supplied Information In Farmers' Decisions," 2002 Annual meeting, July 28-31, Long Beach, CA 19617, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    2. Jabbar, Mohammad A. & Beyene, Hailu & Mohamed Saleem, M A & Gebreselassie, Solomon, 1998. "Adoption pathways for new agricultural technologies : An approach and an application to Vertisols management technology in Ethiopia," Research Reports 182901, International Livestock Research Institute.
    3. Burton, Michael P. & Rigby, Dan & Young, Trevor, 2003. "Modelling the adoption of organic horticultural technology in the UK using Duration Analysis," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 47(1), pages 1-26, March.
    4. Ayele, Gezahegn & Jabbar, Mohammad A. & Zerfu, Elias, 2001. "Diffusion and adoption of Verisols technology package in highland Ethiopia," Research Reports 182894, International Livestock Research Institute.
    5. Nadolnyak, Denis A. & Sheldon, Ian M., 2002. "A Model of Diffusion of Genetically Modified Crop Technology in Concentrated Agricultural Processing Markets - The Case of Soybeans," 2002 International Congress, August 28-31, 2002, Zaragoza, Spain 24872, European Association of Agricultural Economists.
    6. Nadolnyak, Denis A. & Sheldon, Ian M., 2003. "Valuation Of International Patent Rights For Agricultural Biotechnology: A Real Options Approach," 2003 Annual meeting, July 27-30, Montreal, Canada 21982, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    7. Canales Medina, Elizabeth & Bergtold, Jason S. & Williams, Jeffery R., 2017. "Modeling the factors affecting farmers’ timing of adoption of in-field conservation cropping practices," 2017 Annual Meeting, July 30-August 1, Chicago, Illinois 258558, Agricultural and Applied Economics Association.
    8. Kelly, David L. & Kolstad, Charles D. & Mitchell, Glenn T., 2005. "Adjustment costs from environmental change," Journal of Environmental Economics and Management, Elsevier, vol. 50(3), pages 468-495, November.
    9. Ahsanuzzaman, Ahsanuzzaman, 2015. "Duration Analysis of Technology Adoption in Bangladeshi Agriculture," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 200406, Agricultural and Applied Economics Association.
    10. Kolstad, Charles D. & Kelly, David L. & Mitchell, Glenn, 1999. "Adjustment Costs from Environmental Change Induced by Incomplete Information and Learning," University of California at Santa Barbara, Economics Working Paper Series qt9mx119gc, Department of Economics, UC Santa Barbara.
    11. Elizabeth Canales & Jason S. Bergtold & Jeffery R. Williams, 2020. "Conservation practice complementarity and timing of on‐farm adoption," Agricultural Economics, International Association of Agricultural Economists, vol. 51(5), pages 777-792, September.
    12. Place, Frank & Swallow, Brent M., 2000. "Assessing the relationships between property rights and technology adoption in smallholder agriculture: a review of issues and empirical methods," CAPRi working papers 2, International Food Policy Research Institute (IFPRI).
    13. Sarah Wheeler & Henning Bjornlund & Martin Shanahan & Alec Zuo, 2009. "Who trades water allocations? Evidence of the characteristics of early adopters in the Goulburn–Murray Irrigation District, Australia 1998–1999*," Agricultural Economics, International Association of Agricultural Economists, vol. 40(6), pages 631-643, November.
    14. Mohammad Torshizi & Richard Gray, 2022. "Adaptability and variety adoption: Implications for plant breeding policy in a changing climate," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 66(4), pages 842-859, October.
    15. Nguyen, V.H. & Llewellyn, Rick S. & Miyan, M.S., 2007. "Explaining adoption of durum wheat in Western Australia," Australasian Agribusiness Review, University of Melbourne, Department of Agriculture and Food Systems, vol. 15.
    16. Llewellyn, Rick S. & Lindner, Robert K. & Pannell, David J. & Powles, Stephen B., 2003. "Effective information and the influence of an extension event on perceptions and adoption," 2003 Conference (47th), February 12-14, 2003, Fremantle, Australia 57911, Australian Agricultural and Resource Economics Society.
    17. Marra, Michele C. & Hubbell, Bryan J. & Carlson, Gerald A., 2001. "Information Quality, Technology Depreciation, And Bt Cotton Adoption In The Southeast," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 26(1), pages 1-18, July.
    18. 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.
    19. Wheeler, Sarah Ann, 2008. "What influences agricultural professionals' views towards organic agriculture?," Ecological Economics, Elsevier, vol. 65(1), pages 145-154, March.
    20. Nadia A. Streletskaya & Samuel D. Bell & Maik Kecinski & Tongzhe Li & Simanti Banerjee & Leah H. Palm‐Forster & David Pannell, 2020. "Agricultural Adoption and Behavioral Economics: Bridging the Gap," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 54-66, March.

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