IDEAS home Printed from https://ideas.repec.org/a/spr/agfoec/v9y2021i1d10.1186_s40100-021-00201-8.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s40100-021-00201-8
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1186/s40100-021-00201-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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. 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.
    3. Jeremy Freese & J. Scott Long, 2001. "Tests for the multinomial logit model," Stata Technical Bulletin, StataCorp LP, vol. 10(58).
    4. 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.
    5. 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.
    6. 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.
    7. Hausman, Jerry & McFadden, Daniel, 1984. "Specification Tests for the Multinomial Logit Model," Econometrica, Econometric Society, vol. 52(5), pages 1219-1240, September.
    8. 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.
    9. Louviere,Jordan J. & Hensher,David A. & Swait,Joffre D. With contributions by-Name:Adamowicz,Wiktor, 2000. "Stated Choice Methods," Cambridge Books, Cambridge University Press, number 9780521788304.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    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. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. 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.
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Wu, Linghui & Khanna, Madhu & Atallah, Shadi S., 2023. "Drivers and barriers to adopting a cover cropping technology among midwestern farmers," 2023 Annual Meeting, July 23-25, Washington D.C. 335568, Agricultural and Applied Economics Association.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Caroline Roussy & Aude Ridier & Karim Chaïb, 2014. "Adoption d’innovations par les agriculteurs : rôle des perceptions et des préférences," Post-Print hal-01123427, HAL.
    2. Teklewold, Hailemariam & Kassie, Menale & Shiferaw, Bekele & Köhlin, Gunnar, 2013. "Cropping system diversification, conservation tillage and modern seed adoption in Ethiopia: Impacts on household income, agrochemical use and demand for labor," Ecological Economics, Elsevier, vol. 93(C), pages 85-93.
    3. Bergtold, Jason S. & Duffy, Patricia A. & Hite, Diane & Raper, Randy L., 2012. "Demographic and Management Factors Affecting the Adoption and Perceived Yield Benefit of Winter Cover Crops in the Southeast," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 44(1), pages 1-18, February.
    4. L. Toma & A. P. Barnes & L.-A. Sutherland & S. Thomson & F. Burnett & K. Mathews, 2018. "Impact of information transfer on farmers’ uptake of innovative crop technologies: a structural equation model applied to survey data," The Journal of Technology Transfer, Springer, vol. 43(4), pages 864-881, August.
    5. Kim, Seon-Ae & Gillespie, Jeffrey M. & Paudel, Krishna P., 2004. "The Effect Of Economic Factors On The Apoption Of Best Management Practices In Beef Cattle Production," 2004 Annual Meeting, February 14-18, 2004, Tulsa, Oklahoma 34670, Southern Agricultural Economics Association.
    6. 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.
    7. Hailemariam Teklewold & Alemu Mekonnen & Gunnar Kohlin & Salvatore Di Falco, 2017. "Does Adoption Of Multiple Climate-Smart Practices Improve Farmers’ Climate Resilience? Empirical Evidence From The Nile Basin Of Ethiopia," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-30, February.
    8. Wade, Tara & Kurkalova, Lyubov A. & Secchi, Silvia, 2012. "Using the logit model with aggregated choice data in estimation of Iowa corn farmers’ conservation tillage subsidies," 2012 Annual Meeting, August 12-14, 2012, Seattle, Washington 124974, Agricultural and Applied Economics Association.
    9. Ndiritu, S. Wagura & Kassie, Menale & Shiferaw, Bekele, 2014. "Are there systematic gender differences in the adoption of sustainable agricultural intensification practices? Evidence from Kenya," Food Policy, Elsevier, vol. 49(P1), pages 117-127.
    10. 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.
    11. Pratt, Bryan & Tanner, Sophia & Thornsbury, Suzanne, 2021. "Behavioral Factors in the Adoption and Diffusion of USDA Innovations," Miscellaneous Publications 338293, United States Department of Agriculture, Economic Research Service.
    12. Mzoughi, Naoufel, 2011. "Farmers adoption of integrated crop protection and organic farming: Do moral and social concerns matter?," Ecological Economics, Elsevier, vol. 70(8), pages 1536-1545, June.
    13. Wade, Tara & Kurkalova, Lyubov & Secchi, Silvia, 2016. "Modeling Field-Level Conservation Tillage Adoption with Aggregate Choice Data," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 41(2), May.
    14. Rahelizatovo, Noro C. & Gillespie, Jeffrey M., 2004. "The Adoption of Best-Management Practices by Louisiana Dairy Producers," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 36(1), pages 229-240, April.
    15. Boyer, Christopher N. & Lambert, Dayton M. & Velandia, Margarita & English, Burton C. & Robert, Roland K. & Larson, James A. & Larkin, Sherry L. & Paudel, Krishna P. & Reeves, Jeanne M., 2016. "Cotton Producer Awareness and Participation in Cost-Sharing Programs for Precision Nutrient-Management Technology," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 41(1), pages 1-16, January.
    16. 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.
    17. Kimhi, Ayal & Rubin, Ofir D., 2006. "Assessing The Response Of Farm Households To Dairy Policy Reform In Israel," Discussion Papers 7134, Hebrew University of Jerusalem, Department of Agricultural Economics and Management.
    18. Fleming, Patrick & Lichtenberg, Erik & Newburn, David A., 2015. "Agricultural Cost Sharing and Conservation Practices for Nutrient Reduction in the Chesapeake Bay Watershed," 2015 AAEA & WAEA Joint Annual Meeting, July 26-28, San Francisco, California 205762, Agricultural and Applied Economics Association.
    19. Teklewold, Hailemariam & Gebrehiwot, Tagel & Bezabih, Mintewab, 2019. "Climate smart agricultural practices and gender differentiated nutrition outcome: An empirical evidence from Ethiopia," World Development, Elsevier, vol. 122(C), pages 38-53.
    20. Abdoulaye, Ibrahim Djido & Sanders, John H., 2013. "A Matching Approach to Analyze the Impact of New Agricultural Technologies: Productivity and Technical Efficiency in Niger," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 150434, Agricultural and Applied Economics Association.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:agfoec:v:9:y:2021:i:1:d:10.1186_s40100-021-00201-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.