Innovation Behaviour At Farm Level – Selection And Identification
AbstractUsing a squential 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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Bibliographic InfoPaper provided by Agricultural Economics Society in its series 83rd Annual Conference, March 30-April 1, 2009, Dublin, Ireland with number 51073.
Date of creation: 01 Apr 2009
Date of revision:
Innovation; Dairy Farming; Sample Selection; Mixed-Effects Modelling.; Marketing; D21; Q12; C5;
Other versions of this item:
- Sauer, Johannes & Zilberman, David, 2009. "Innovation behaviour at farm level: Selection and identification," 49th Annual Conference, Kiel, Germany, September 30-October 2, 2009 53276, German Association of Agricultural Economists (GEWISOLA).
- Sauer, Johannes & Zilberman, David, 2010. "Innovation Behaviour At Farm Level – Selection And Identification," 114th Seminar, April 15-16, 2010, Berlin, Germany 61354, European Association of Agricultural Economists.
- D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
- Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets
- C5 - Mathematical and Quantitative Methods - - Econometric Modeling
This paper has been announced in the following NEP Reports:
- NEP-ALL-2009-08-16 (All new papers)
- NEP-INO-2009-08-16 (Innovation)
- NEP-SBM-2009-08-16 (Small Business Management)
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- 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.
- Koundouri, Phoebe & Nauges, Céline & Tzouvelekas, Vangelis, 2006. "Technology Adoption under Production Uncertainty: Theory and Application to Irrigation Technology," Open Access publications from University of Toulouse 1 Capitole http://neeo.univ-tlse1.fr, University of Toulouse 1 Capitole.
- Heckman, James J, 1979.
"Sample Selection Bias as a Specification Error,"
Econometric Society, vol. 47(1), pages 153-61, January.
- Kim, Kwansoo & Chavas, Jean-Paul, 2001.
"Technological Change And Risk Management: An Application To The Economics Of Corn Production,"
2001 Annual meeting, August 5-8, Chicago, IL
20605, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
- 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.
- Madhu Khanna, 2001. "Sequential Adoption of Site-Specific Technologies and its Implications for Nitrogen Productivity: A Double Selectivity Model," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(1), pages 35-51.
- William Brock & Steven N. Durlauf, 2000.
NBER Technical Working Papers
0258, National Bureau of Economic Research, Inc.
- Jeremy D. Foltz & Hsiu-Hui Chang, 2002. "The Adoption and Profitability of rbST on Connecticut Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 1021-1032.
- Durlauf,S.N., 2003.
17, Wisconsin Madison - Social Systems.
- 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.
- David M. Drukker & Richard Gates, 2006. "Generating Halton sequences using Mata," Stata Journal, StataCorp LP, vol. 6(2), pages 214-228, June.
- repec:att:wimass:9127 is not listed on IDEAS
- 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.
- Chokri Dridi & Madhu Khanna, 2004.
"Irrigation Technology Adoption and Gains from Water Trading under Asymmetric Information,"
- Chokri Dridi & Madhu Khanna, 2005. "Irrigation Technology Adoption and Gains from Water Trading under Asymmetric Information," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 289-301.
- Jensen, Richard, 1982. "Adoption and diffusion of an innovation of uncertain profitability," Journal of Economic Theory, Elsevier, vol. 27(1), pages 182-193, June.
- 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.
- 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.
- 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.
- Awudu Abdulai & Wallace E. Huffman, 2005. "The Diffusion of New Agricultural Technologies: The Case of Crossbred-Cow Technology in Tanzania," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(3), pages 645-659.
- 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.
- Schelling, Thomas C, 1969. "Models of Segregation," American Economic Review, American Economic Association, vol. 59(2), pages 488-93, May.
- 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.
- 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.
- 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.
- 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.
- 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.
- Lindner, R. & Fischer, A. & Pardey, P., 1979. "The time to adoption," Economics Letters, Elsevier, vol. 2(2), pages 187-190.
- Hellberg-Bahr, Anneke & Steffen, Nina & Spiller, Achim, 2011. "Unternehmensstrategische Defizite in Genossenschaftsmolkereien: Eine mitgliederbasierte Fallstudie," 51st Annual Conference, Halle, Germany, September 28-30, 2011 114496, German Association of Agricultural Economists (GEWISOLA).
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