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Information technologies and field-level chemical use for corn production

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  • Sung, Jae-hoon
  • Miranowski, John A.

Abstract

We investigate the effectiveness of soil testing and pest scouting by focusing on field-level chemical use for corn production. Based on the ARMS phase II and phase III data, we estimate equations for technology adoptions and chemical use. For estimation, we incorporate nonlinear endogenous switching regression to account for the nonnegative chemical use and endogeneity problems regarding adoptions of conservation practices. We find that: 1) adopting information technologies are positively correlated with farmers’ human capital, field characteristics, and corn prices. 2) the effects of information technologies on farmers’ nitrogen use depends on crop rotation. To be specific, farmers who adopt soil testing and crop rotation use nitrogen less than farmers who use crop rotation but do not adopt soil testing by about 8 lb/acre, but soil testing has insignificant effects on the rate of nitrogen application by farmers who grew corn continuously. 3) farmers’ management practices such as the use of manure and GM corns have significant effects on their nitrogen and herbicide use, but the directions and sizes of them depends on adoption of information technologies and previous field use.

Suggested Citation

  • Sung, Jae-hoon & Miranowski, John A., 2016. "Information technologies and field-level chemical use for corn production," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235858, Agricultural and Applied Economics Association.
    • Handle: RePEc:ags:aaea16:235858
    DOI: 10.22004/ag.econ.235858
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    1. Jennifer E Ifft & Todd Kuethe & Mitch Morehart, 2015. "Does federal crop insurance lead to higher farm debt use? Evidence from the Agricultural Resource Management Survey (ARMS)," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 75(3), pages 349-367, September.
    2. Fernandez-Cornejo, Jorge & Wechsler, Seth, 2012. "Revisiting the Impact of Bt Corn Adoption by U.S. Farmers," Agricultural and Resource Economics Review, Cambridge University Press, vol. 41(3), pages 377-390, December.
    3. Weber, Jeremy G. & Key, Nigel & O'Donoghue, Erik J., 2015. "Does Federal Crop Insurance Encourage Farm Specialization and Fertilizer and Chemical Use?," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 204972, Agricultural and Applied Economics Association.
    4. Kanlaya J. Barr & Bruce A. Babcock & Miguel A. Carriquiry & Andre M. Nassar & Leila Harfuch, 2011. "Agricultural Land Elasticities in the United States and Brazil," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(3), pages 449-462.
    5. Lambert, Dayton M. & Sullivan, Patrick & Claassen, Roger & Foreman, Linda F., 2006. "Conservation-Compatible Practices and Programs: Who Participates?," Economic Research Report 7255, United States Department of Agriculture, Economic Research Service.
    6. Ding, Ya & Schoengold, Karina & Tadesse, Tsegaye, 2009. "The Impact of Weather Extremes on Agricultural Production Methods: Does Drought Increase Adoption of Conservation Tillage Practices?," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 34(3), pages 1-17, December.
    7. Babcock, Bruce A. & Blackmer, Alfred M., 1992. "The Value Of Reducing Temporal Input Nonuniformities," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 17(2), pages 1-13, December.
    8. Moschini, Giancarlo & Hennessy, David A., 2001. "Uncertainty, risk aversion, and risk management for agricultural producers," Handbook of Agricultural Economics, in: B. L. Gardner & G. C. Rausser (ed.), Handbook of Agricultural Economics, edition 1, volume 1, chapter 2, pages 88-153, Elsevier.
    9. Tian Yu & Bruce A. Babcock, 2010. "Are U.S. Corn and Soybeans Becoming More Drought Tolerant?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 92(5), pages 1310-1323.
    10. Richard E. Just & Linda Calvin & John Quiggin, 1999. "Adverse Selection in Crop Insurance: Actuarial and Asymmetric Information Incentives," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(4), pages 834-849.
    11. Gershon Feder, 1979. "Pesticides, Information, and Pest Management under Uncertainty," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 61(1), pages 97-103.
    12. Hendricks, Nathan P. & Sinnathamby, Sumathy & Douglas-Mankin, Kyle & Smith, Aaron & Sumner, Daniel A. & Earnhart, Dietrich H., 2014. "The environmental effects of crop price increases: Nitrogen losses in the U.S. Corn Belt," Journal of Environmental Economics and Management, Elsevier, vol. 68(3), pages 507-526.
    13. Brian W. Gould & William E. Saupe & Richard M. Klemme, 1989. "Conservation Tillage: The Role of Farm and Operator Characteristics and the Perception of Soil Erosion," Land Economics, University of Wisconsin Press, vol. 65(2), pages 167-185.
    14. JunJie Wu & Bruce A. Babcock, 1998. "The Choice of Tillage, Rotation, and Soil Testing Practices: Economic and Environmental Implications," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(3), pages 494-511.
    15. Bruce A. Babcock, 1992. "The Effects of Uncertainty on Optimal Nitrogen Applications," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 14(2), pages 271-280.
    16. Jet Yee & Walter Ferguson, 1996. "Sample selection model assessing professional scouting programs and pesticide use in cotton production," Agribusiness, John Wiley & Sons, Ltd., vol. 12(3), pages 291-300.
    17. Jorge Fernandez-Cornejo & Sharon Jans, 1995. "Quality-Adjusted Price and Quantity Indices for Pesticides," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(3), pages 645-659.
    18. Gerald A. Carlson, 1970. "A Decision Theoretic Approach to Crop Disease Prediction and Control," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 52(2), pages 216-223.
    19. 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.
    20. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    21. Barry K. Goodwin, 1993. "An Empirical Analysis of the Demand for Multiple Peril Crop Insurance," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(2), pages 425-434.
    22. Barry K. Goodwin & Ashok K. Mishra, 2005. "Another Look at Decoupling: Additional Evidence on the Production Effects of Direct Payments," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(5), pages 1200-1210.
    23. Ifft, Jennifer & Kuethe, Todd & Morehart, Mitch, 2015. "Does Federal Crop Insurance lead to higher farm debt use? Evidence from the Agricultural Resource Management Survey," Working Papers 250011, Cornell University, Department of Applied Economics and Management.
    24. Christian Langpap & JunJie Wu, 2011. "Potential Environmental Impacts of Increased Reliance on Corn-Based Bioenergy," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(2), pages 147-171, June.
    25. Barr, Kanlaya Jintanakul, 2011. "Agricultural Land Elasticities in the United States and Brazil," Staff General Research Papers Archive 34893, Iowa State University, Department of Economics.
    26. Silvia Secchi & Bruce A. Babcock, 2007. "Impact of High Crop Prices on Environmental Quality: A Case of Iowa and the Conservation Reserve Program," Center for Agricultural and Rural Development (CARD) Publications 07-wp447, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    27. Wooldridge, Jeffrey M., 2014. "Quasi-maximum likelihood estimation and testing for nonlinear models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 182(1), pages 226-234.
    28. Ribaudo, Marc & Delgado, Jorge & Hansen, LeRoy T. & Livingston, Michael J. & Mosheim, Roberto & Williamson, James M., 2011. "Nitrogen in Agricultural Systems: Implications for Conservation Policy," Economic Research Report 118022, United States Department of Agriculture, Economic Research Service.
    29. Keith O. Fuglie & Darrell J. Bosch, 1995. "Economic and Environmental Implications of Soil Nitrogen Testing: A Switching-Regression Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 77(4), pages 891-900.
    30. Nathan P. Hendricks & Aaron Smith & Daniel A. Sumner, 2014. "Crop Supply Dynamics and the Illusion of Partial Adjustment," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(5), pages 1469-1491.
    31. Todd Kuethe & Mitch Morehart, 2012. "The Agricultural Resource Management Survey," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 72(2), pages 191-200, July.
    32. Fernandez-Cornejo, Jorge & Wechsler, Seth James, 2012. "Revisiting the Impact of Bt Corn Adoption by U.S. Farmers," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 41(3), pages 1-14, December.
    33. Joseph Terza, 2009. "Parametric Nonlinear Regression with Endogenous Switching," Econometric Reviews, Taylor & Francis Journals, vol. 28(6), pages 555-580.
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