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Innovation behaviour at micro level - selection and identification

  • Sauer, Johannes
  • Zilberman, David D.

Using a sequential logit model and a mixed-effects logistic regression approach this empirical study investigates factors for the adoption of automatic milking technology (AMS) at the farm level accounting for problems of sequential sample selection and behaviour identification. The results suggest the importance of the farmer’s risk perception, significant effects of peer-group behaviour, and a positive impact of previous innovation experiences.

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Paper provided by Department of Agricultural & Resource Economics, UC Berkeley in its series Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series with number qt6t49r0fh.

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Date of creation: 24 Jun 2009
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Handle: RePEc:cdl:agrebk:qt6t49r0fh
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  1. Durlauf, Steven N., 2004. "Neighborhood effects," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 50, pages 2173-2242 Elsevier.
  2. Chokri Dridi & Madhu Khanna, 2004. "Irrigation Technology Adoption and Gains from Water Trading under Asymmetric Information," Others 0409005, EconWPA.
  3. Brock, William A. & Durlauf, Steven N., 2001. "Interactions-based models," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 5, chapter 54, pages 3297-3380 Elsevier.
  4. Mark Rosenzweig & Andrew D. Foster, . "Learning by Doing and Learning from Others: Human Capital and Technical Change in Agriculture," Home Pages _068, University of Pennsylvania.
  5. Heckman, James J, 1979. "Sample Selection Bias as a Specification Error," Econometrica, Econometric Society, vol. 47(1), pages 153-61, January.
  6. Moser, Christine M. & Barrett, Christopher B., 2003. "The Complex Dynamics Of Smallholder Technology Adoption: The Case Of Sri In Madagascar," Working Papers 14735, Cornell University, Department of Applied Economics and Management.
  7. Awudu Abdulai & Pierre Monnin & Jacques Gerber, 2008. "Joint estimation of information acquisition and adoption of new technologies under uncertainty," Journal of International Development, John Wiley & Sons, Ltd., vol. 20(4), pages 437-451.
  8. Jensen, Richard, 1982. "Adoption and diffusion of an innovation of uncertain profitability," Journal of Economic Theory, Elsevier, vol. 27(1), pages 182-193, June.
  9. Khanna, Madhu, 1999. "Sequential Adoption Of Site-Specific Technologies And Its Implications For Nitrogen Productivity: A Double Selectivity Model," 1999 Annual meeting, August 8-11, Nashville, TN 21599, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
  10. William D. McBride & Sara Short & Hisham El-Osta, 2004. "The Adoption and Impact of Bovine Somatotropin on U.S. Dairy Farms," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 26(4), pages 472-488.
  11. Mazzoleni, Roberto, 1997. "Learning and path-dependence in the diffusion of innovations: comparative evidence on numerically controlled machine tools," Research Policy, Elsevier, vol. 26(4-5), pages 405-428, December.
  12. Jeffrey Hyde & James W. Dunn & Annette Steward & Ellen R. Hollabaugh, 2007. "Robots Don't Get Sick or Get Paid Overtime, but Are They a Profitable Option for Milking Cows?," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 29(2), pages 366-380.
  13. Kenneth Train, 2003. "Discrete Choice Methods with Simulation," Online economics textbooks, SUNY-Oswego, Department of Economics, number emetr2.
  14. Kenneth A. Baerenklau & Keith C. Knapp, 2007. "Dynamics of Agricultural Technology Adoption: Age Structure, Reversibility, and Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(1), pages 190-201.
  15. Schelling, Thomas C, 1969. "Models of Segregation," American Economic Review, American Economic Association, vol. 59(2), pages 488-93, May.
  16. Kim, Kwansoo & Chavas, Jean-Paul, 2003. "Technological change and risk management: an application to the economics of corn production," Agricultural Economics, Blackwell, vol. 29(2), pages 125-142, October.
  17. Smith, Aaron D. & Goe, W. Richard & Kemey, Martin & Morrison Paul, Catherine J., 2004. "Computer and Internet Use by Great Plains Farmers," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 29(03), December.
  18. Georgina Moreno & David L. Sunding, 2005. "Joint Estimation of Technology Adoption and Land Allocation with Implications for the Design of Conservation Policy," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(4), pages 1009-1019.
  19. Phoebe Koundouri & Céline Nauges & Vangelis Tzouvelekas, 2006. "Technology Adoption under Production Uncertainty: Theory and Application to Irrigation Technology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 88(3), pages 657-670.
  20. David M. Drukker & Richard Gates, 2006. "Generating Halton sequences using Mata," Stata Journal, StataCorp LP, vol. 6(2), pages 214-228, June.
  21. Antle, John M, 1983. "Testing the Stochastic Structure of Production: A Flexible Moment-based Approach," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(3), pages 192-201, July.
  22. An, M Y & Kiefer, N M, 1995. "Local Externalities and Societal Adoption of Technologies," Journal of Evolutionary Economics, Springer, vol. 5(2), pages 103-17, June.
  23. repec:att:wimass:9127 is not listed on IDEAS
  24. Sunding, David & Zilberman, David, 2001. "The agricultural innovation process: Research and technology adoption in a changing agricultural sector," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 4, pages 207-261 Elsevier.
  25. Bruce Mcwilliams & David Zilbermanfr, 1996. "Time Of Technology Adoption And Learning By Using," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 4(2), pages 139-154.
  26. A. Canepa & P. Stoneman, 2004. "Comparative international diffusion: Patterns, determinants and policies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 13(3), pages 279-298.
  27. Abdulai, Awudu & Huffman, Wallace, 2007. "The Diffusion of New Agricultural Technologies: The Case of Crossbreeding Technology in Tanzania," Staff General Research Papers 12785, Iowa State University, Department of Economics.
  28. Kenneth A. Baerenklau, 2005. "Toward an Understanding of Technology Adoption: Risk, Learning, and Neighborhood Effects," Land Economics, University of Wisconsin Press, vol. 81(1).
  29. Manski, Charles F, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," Review of Economic Studies, Wiley Blackwell, vol. 60(3), pages 531-42, July.
  30. Lindner, R. & Fischer, A. & Pardey, P., 1979. "The time to adoption," Economics Letters, Elsevier, vol. 2(2), pages 187-190.
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