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Assessing the joint adoption and complementarity between in-field conservation practices of Kansas farmers

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  • Sheng Gong

    (Kansas State University)

  • Jason.S. Bergtold

    (Kansas State University)

  • Elizabeth Yeager

    (Kansas State University)

Abstract

Agricultural conservation systems consist of a myriad of conservation practices. The mix and intensity of conservation practices adopted can benefit farmers and affect the entire production system in addition to soil and water conservation. The purpose of this study is to examine and analyze farmer adoption of and complementarity between conservation practices from a joint and conditional probabilistic perspective using Kansas as a case study. We develop a modeling framework that can analyze and examine farmers’ joint and conditional adoption decisions using a multinomial logistic regression model. This framework is used to estimate conditional probabilities of adopting conservation practices given adoption of other practices to better capture the complementarity between different conservation practices. These estimates allow for an assessment of linkages between adoption of different conservation practices and the socioeconomic factors that affect the likelihood of adopting conservation practices given other conservation practices have already been adopted on-farm. The results can help guide policy and outreach efforts to promote further intensification of adoption by farmers.

Suggested Citation

  • Sheng Gong & Jason.S. Bergtold & Elizabeth Yeager, 2021. "Assessing the joint adoption and complementarity between in-field conservation practices of Kansas farmers," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 9(1), pages 1-24, December.
  • Handle: RePEc:spr:agfoec:v:9:y:2021:i:1:d:10.1186_s40100-021-00201-8
    DOI: 10.1186/s40100-021-00201-8
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    1. Keplinger, Keith O. & Hauck, Larry M., 2006. "The Economics of Manure Utilization: Model and Application," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(2), pages 1-27, August.
    2. Jeremy Freese & J. Scott Long, 2001. "Tests for the multinomial logit model," Stata Technical Bulletin, StataCorp LP, vol. 10(58).
    3. 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.
    4. Gary L. Helms & DeeVon Bailey & Terrence F. Glover, 1987. "Government Programs and Adoption of Conservation Tillage Practices on Nonirrigated Wheat Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 69(4), pages 786-795.
    5. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    6. Ronald A. Fleming & Bruce Babcock & Erda Wang, 1998. "Resource or Waste? The Economics of Swine Manure Storage and Management," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 20(1), pages 96-113.
    7. Derek Byerlee & Edith Hesse de Polanco, 1986. "Farmers' Stepwise Adoption of Technological Packages: Evidence from the Mexican Altiplano," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 68(3), pages 519-527.
    8. Small, Kenneth A & Hsiao, Cheng, 1985. "Multinomial Logit Specification Tests," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 26(3), pages 619-627, October.
    9. Joseph C. Cooper, 2003. "A Joint Framework for Analysis of Agri-Environmental Payment Programs," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(4), pages 976-987.
    10. Canales, Elizabeth & Bergtold, Jason S. & Williams, Jeffery R., 2018. "Modeling the Choice of Tillage Used for Dryland Corn, Wheat and Soybean Production by Farmers in Kansas," Agricultural and Resource Economics Review, Cambridge University Press, vol. 47(1), pages 90-117, April.
    11. 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.
    12. Fleming, Patrick & Lichtenberg, Erik & Newburn, David A., 2018. "Evaluating impacts of agricultural cost sharing on water quality: Additionality, crowding In, and slippage," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 1-19.
    13. Jeffrey H. Dorfman, 1996. "Modeling Multiple Adoption Decisions in a Joint Framework," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 78(3), pages 547-557.
    14. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D., 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304, September.
    15. Elizabeth Canales & Jason S. Bergtold & Jeffery R. Williams, 2020. "Conservation practice complementarity and timing of on‐farm adoption," Agricultural Economics, International Association of Agricultural Economists, vol. 51(5), pages 777-792, September.
    16. Bergtold, Jason S. & Molnar, Joseph J., 2010. "Limited Access to Conservation: Limited-Resource Farmer Participation in the Conservation Security Program in the Southeast," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 42(2), pages 211-227, May.
    17. Genius, Margarita & Pantzios, Christos J. & Tzouvelekas, Vangelis, 2006. "Information Acquisition and Adoption of Organic Farming Practices," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 31(1), pages 1-21, April.
    18. Krinsky, Itzhak & Robb, A Leslie, 1986. "On Approximating the Statistical Properties of Elasticities," The Review of Economics and Statistics, MIT Press, vol. 68(4), pages 715-719, November.
    19. 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.
    20. Horowitz, John K. & Ebel, Robert M. & Ueda, Kohei, 2010. ""No-Till" Farming Is a Growing Practice," Economic Information Bulletin 96636, United States Department of Agriculture, Economic Research Service.
    21. Lichtenberg, Erik, 2004. "Cost-Responsiveness of Conservation Practice Adoption: A Revealed Preference Approach," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 29(3), pages 1-16, December.
    22. Konyar, Kazim & Osborn, C. Tim, 1990. "A National-Level Economic Analysis of Conservation Reserve Program Participation: A Discrete Choice Approach," Journal of Agricultural Economics Research, United States Department of Agriculture, Economic Research Service, vol. 42(2), pages 1-8.
    23. David Tilman & Kenneth G. Cassman & Pamela A. Matson & Rosamond Naylor & Stephen Polasky, 2002. "Agricultural sustainability and intensive production practices," Nature, Nature, vol. 418(6898), pages 671-677, August.
    24. D'Souza, Gerard E. & Cyphers, Douglas & Phipps, Tim T., 1993. "Factors Affecting The Adoption Of Sustainable Agricultural Practices," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 22(2), pages 1-7, October.
    25. 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.
    26. Singer, J.W. & Malone, R.W. & Jaynes, D.B. & Ma, L., 2011. "Cover crop effects on nitrogen load in tile drainage from Walnut Creek Iowa using root zone water quality (RZWQ) model," Agricultural Water Management, Elsevier, vol. 98(10), pages 1622-1628, August.
    27. Christine A. Ervin & David E. Ervin, 1982. "Factors Affecting the Use of Soil Conservation Practices: Hypotheses, Evidence, and Policy Implications," Land Economics, University of Wisconsin Press, vol. 58(3), pages 277-292.
    28. Ramsey, Steven M. & Bergtold, Jason S. & Canales, Elizabeth & Williams, Jeffery R., 2019. "Effects of Farmers’ Yield-Risk Perceptions on Conservation Practice Adoption in Kansas," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 44(2), May.
    29. Meredith J. Soule & Abebayehu Tegene & Keith D. Wiebe, 2000. "Land Tenure and the Adoption of Conservation Practices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(4), pages 993-1005.
    30. D'souza, Gerard & Cyphers, Douglas & Phipps, Tim, 1993. "Factors Affecting the Adoption of Sustainable Agricultural Practices," Agricultural and Resource Economics Review, Cambridge University Press, vol. 22(2), pages 159-165, October.
    31. Howard D. Leathers & Melinda Smale, 1991. "A Bayesian Approach to Explaining Sequential Adoption of Components of a Technological Package," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 73(3), pages 734-742.
    32. David J. Pannell & Roger Claassen, 2020. "The Roles of Adoption and Behavior Change in Agricultural Policy," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 31-41, March.
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