Cost Efficiency and Farm Self-selection in Precision Farming: The Case of Czech Wheat Production
AbstractThis paper examines allocative and cost efficiency implications of adopting variable-rate fertiliser application using survey data from Czech wheat farms. Data Envelopment Analysis delivered higher efficiency scores for precision farming (PF) adopters. Correcting for selection bias using a one-step endogenous switching regression reveals that farms displaying a lower cost efficiency score are less likely to adopt PF technology. Nonadopters switching to PF technology would likely be affected by a significant decrease in cost efficiency given their production conditions and/or managerial and technical skills. In line with this, results indicate that human capital and farm size increase the likelihood of PF adoption. Cost (allocative efficiency) implications of PF-related changes in input structure only, on the other hand, are not found to have an impact on the choice of technology. A positive allocative efficiency effect of PF technology is brought about mainly by a farm's ability to better extrapolate the soil's productive potential, which is insufficiently reflected in the land rental prices. The allocative as well as cost efficiency implications of PF technology are further related to technology-specific responses to various farm characteristics and technological practices. PF technology makes farms' efficiency more responsive to production conditions, farm specialisation, legal form and other technological practices. The overall efficiency effect the PF practices is, therefore, conditioned on farm characteristics.
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Bibliographic InfoPaper provided by European Association of Agricultural Economists in its series 131st Seminar, September 18-19, 2012, Prague, Czech Republic with number 135784.
Date of creation: 18 Sep 2012
Date of revision:
Precision farming; cost efficiency; technical efficiency; allocative efficiency; Czech agriculture; endogenous switching regression; Agribusiness; Agricultural and Food Policy;
This paper has been announced in the following NEP Reports:
- NEP-AGR-2012-11-24 (Agricultural Economics)
- NEP-ALL-2012-11-24 (All new papers)
- NEP-EFF-2012-11-24 (Efficiency & Productivity)
- NEP-TRA-2012-11-24 (Transition Economics)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
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- Tozer, Peter R., 2009. "Uncertainty and investment in precision agriculture - Is it worth the money?," Agricultural Systems, Elsevier, vol. 100(1-3), pages 80-87, April.
- 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. , 2011. "Intensity of Precision Agriculture Technology Adoption by Cotton Producers," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 40(1), April.
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