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Intensity of Precision Agriculture Technology Adoption by Cotton Producers

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Author Info

  • Paxton, Kenneth W.
  • Mishra, Ashok K.
  • Chintawar, Sachin
  • Roberts, Roland K.
  • Larson, James A.
  • English, Burton C.
  • Lambert, Dayton M.
  • Marra, Michele C.
  • Larkin, Sherry L.
  • Reeves, Jeanne M.
  • Martin, Steven W.

Abstract

Many studies on the adoption of precision technologies have generally used logit models to explain the adoption behavior of individuals. This study investigates factors affecting the intensity of precision agriculture technologies adopted by cotton farmers. Particular attention is given to the role of spatial yield variability on the number of precision farming technologies adopted, using a count data estimation procedure and farm-level data. Results indicate that farmers with more within-field yield variability adopted a higher number of precision agriculture technologies. Younger and better educated producers and the number of precision agriculture technologies used were significantly correlated. Finally, farmers using computers for management decisions also adopted a higher number of precision agriculture technologies.

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File URL: http://purl.umn.edu/105464
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Bibliographic Info

Article provided by Northeastern Agricultural and Resource Economics Association in its journal Agricultural and Resource Economics Review.

Volume (Year): 40 (2011)
Issue (Month): 1 (April)
Pages:

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Handle: RePEc:ags:arerjl:105464

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Web page: http://www.narea.org/
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Related research

Keywords: precision technologies; Poisson; negative binomial count data method; GPS; education; cotton; Crop Production/Industries; Farm Management; Production Economics; Research and Development/Tech Change/Emerging Technologies;

References

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  1. 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).
  2. Roberts, Roland K. & English, Burton C. & Larson, James A. & Cochran, Rebecca L. & Goodman, W. Robert & Larkin, Sherry L. & Marra, Michele C. & Martin, Steven W. & Shurley, W. Donald & Reeves, Jeanne , 2004. "Adoption of Site-Specific Information and Variable-Rate Technologies in Cotton Precision Farming," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 36(01), April.
  3. Jerry A. Hausman & Bronwyn H. Hall & Zvi Griliches, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," NBER Technical Working Papers 0017, National Bureau of Economic Research, Inc.
  4. Winkelmann, Rainer & Zimmermann, Klaus F, 1995. " Recent Developments in Count Data Modelling: Theory and Application," Journal of Economic Surveys, Wiley Blackwell, vol. 9(1), pages 1-24, March.
  5. Timothy C. Haab & Kenneth E. McConnell, 1996. "Count Data Models and the Problem of Zeros in Recreation Demand Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(1), pages 89-102.
  6. Roberts, Roland K. & Larson, James A., 2004. "Farmers' Perceptions Of Spatial Yield Variability As Influenced By Precision Farming Information Gathering Technologies," 2004 Annual Meeting, February 14-18, 2004, Tulsa, Oklahoma 34600, Southern Agricultural Economics Association.
  7. Gopinath, Munisamy & Vasavada, Utpal, 1999. "Patents, R&D, And Market Structure In The U.S. Food Processing Industry," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 24(01), July.
  8. Banerjee, Swagata (Ban) & Martin, Steven W. & Roberts, Roland K. & Larkin, Sherry L. & Larson, James A. & Paxton, Kenneth W. & English, Burton C. & Marra, Michele C. & Reeves, Jeanne M., 2008. "A Binary Logit Estimation of Factors Affecting Adoption of GPS Guidance Systems by Cotton Producers," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 40(01), April.
  9. Feder, Gershon & Just, Richard E & Zilberman, David, 1985. "Adoption of Agricultural Innovations in Developing Countries: A Survey," Economic Development and Cultural Change, University of Chicago Press, vol. 33(2), pages 255-98, January.
  10. Mishra, Ashok K. & El-Osta, Hisham S. & Johnson, James D., 1999. "Factors Contributing To Earnings Success Of Cash Grain Farms," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 31(03), December.
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Citations

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Cited by:
  1. Curtiss, Jarmila & Jelinek, Ladislav, 2012. "Cost Efficiency and Farm Self-selection in Precision Farming: The Case of Czech Wheat Production," 131st Seminar, September 18-19, 2012, Prague, Czech Republic 135784, European Association of Agricultural Economists.
  2. Paudel, Krishna P. & Pandit, Mahesh & Mishra, Ashok K. & Segarra, Eduardo, 2011. "Why Don't Farmers Adopt Precision Farming Technologies in Cotton Production?," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 104828, Agricultural and Applied Economics Association.
  3. Khanal, Aditya R. & Mishra, Ashok & Lambert, Dayton & Paudel, Krishna, 2013. "A Bayesian Analysis of GPS Guidance System in Precision Agriculture: The Role of Expectations," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150421, Agricultural and Applied Economics Association.
  4. Bartolini, Fabio & Andreoli, Maria & Brunori, Gianluca, 2013. "Explaining the determinants of on-farm diversification: The case Study of Tuscany Region," 2013 Second Congress, June 6-7, 2013, Parma, Italy 149903, Italian Association of Agricultural and Applied Economics (AIEAA).
  5. Pandit, Mahesh & Paudel, Krishna P. & Mishra, Ashok K. & Segarra, Eduardo, 2012. "Adoption and Nonadoption of Precision Farming Technologies by Cotton Farmers," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 125004, Agricultural and Applied Economics Association.
  6. Lambert, Dayton M. & English, Burton C. & Harper, David C. & Larkin, Sherry L. & Larson, James A. & Mooney, Daniel F. & Roberts, Roland K. & Velandia, Margarita & Reeves, Jeanne M., 2014. "Adoption and Frequency of Precision Soil Testing in Cotton Production," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 39(1), April.
  7. Xu, Wan & Khachatryan, Hayk, 2013. "The Impact of Integrated Pest Management Practices on U.S. National Nursery Industry Annul Sales Revenue: An Application of Smooth Transition Spatial Autoregressive Models," 2013 Annual Meeting, February 2-5, 2013, Orlando, Florida 142961, Southern Agricultural Economics Association.
  8. Pandit, Mahesh & Paudel, Krishna P. & Hinson, Roger A., 2012. "Intensity of Integrated Pest Management (IPM) Practices Adoption by U.S. Nursery Crop Producers," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124942, Agricultural and Applied Economics Association.

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