IDEAS home Printed from https://ideas.repec.org/a/ags/arerjl/105464.html
   My bibliography  Save this article

Intensity of Precision Agriculture Technology Adoption by Cotton Producers

Author

Listed:
  • 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.

Suggested Citation

  • 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), pages 1-12, April.
  • Handle: RePEc:ags:arerjl:105464
    DOI: 10.22004/ag.econ.105464
    as

    Download full text from publisher

    File URL: https://ageconsearch.umn.edu/record/105464/files/mishra%20-%20current.pdf
    Download Restriction: no

    File URL: https://libkey.io/10.22004/ag.econ.105464?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. “Ban†Banerjee, Swagata & 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, Cambridge University Press, vol. 40(1), pages 345-355, April.
    2. 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(3), pages 1-15, December.
    3. 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(1), pages 1-13, July.
    4. 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(1), pages 1-16, April.
    5. 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.
    6. 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.
    7. 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.
    8. 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 255-298, January.
    9. Hausman, Jerry & Hall, Bronwyn H & Griliches, Zvi, 1984. "Econometric Models for Count Data with an Application to the Patents-R&D Relationship," Econometrica, Econometric Society, vol. 52(4), pages 909-938, July.
    10. 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.
    Full references (including those not matched with items on IDEAS)

    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. Wafula, Teresia Nekesah & Okello, Julius Juma & Otieno, David Jakinda, 2017. "Analysis Of The Use Of Inoculant-Based Technologies By Smallholder Farmers And Its Effect On Output Commercialization: Case Of Field Bean Farmers In Western Kenya," Dissertations and Theses 269392, University of Nairobi, Department of Agricultural Economics.
    2. Wafullah, Teresah Nekesah, 2017. "Analysis Of The Use Of Inoculant-Based Technologies By Smallholder Farmers And Its Effect On Output Commercialization: Case Of Field Bean Farmers In Western Kenya," Research Theses 276457, Collaborative Masters Program in Agricultural and Applied Economics.
    3. Pokhrel, Bijay & Krishna, Paudel & Eduardo, Segarra, 2016. "Factors Affecting the Choice, Intensity, and Allocation of Irrigation Technologies by U.S. Cotton Farmers," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 230199, Southern Agricultural Economics Association.
    4. Walton, Jonathan C. & Larson, James A. & Roberts, Roland K. & Lambert, Dayton M. & English, Burton C. & Larkin, Sherry L. & Marra, Michele C., 2008. "PDA and Handheld GPS Adoption in Precision Cotton Production," 2008 Annual Meeting, February 2-6, 2008, Dallas, Texas 6839, Southern Agricultural Economics Association.
    5. Walton, Jonathan C. & Lambert, Dayton M. & Roberts, Roland K. & Larson, James A. & English, Burton C. & Larkin, Sherry L. & Martin, Steven W. & Marra, Michele C. & Paxton, Kenneth W. & Reeves, Jeanne , 2008. "Adoption and Abandonment of Precision Soil Sampling in Cotton Production," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 33(3), pages 1-21.
    6. Yari Vecchio & Marcello De Rosa & Gregorio Pauselli & Margherita Masi & Felice Adinolfi, 2022. "The leading role of perception: the FACOPA model to comprehend innovation adoption," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-19, December.
    7. 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.
    8. Gedikoglu, Haluk & McCann, Laura M.J. & Artz, Georgeanne M., 2011. "Off-Farm Employment Effects on Adoption of Nutrient Management Practices," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 40(2), pages 1-14, August.
    9. Niklas Elert, 2014. "What determines entry? Evidence from Sweden," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(1), pages 55-92, August.
    10. Larson, James A. & Roberts, Roland K. & English, Burton C. & Larkin, Sherry L. & Marra, Michele C. & Martin, Steven W. & Paxton, Kenneth W. & Reeves, Jeanne M., 2007. "Factors Influencing Adoption of Remotely Sensed Imagery for Site-Specific Management in Cotton Production," 2007 Annual Meeting, February 4-7, 2007, Mobile, Alabama 34971, Southern Agricultural Economics Association.
    11. 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.
    12. Joseph Cooper & Giovanni Signorello, 2008. "Farmer Premiums for the Voluntary Adoption of Conservation Plans," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 51(1), pages 1-14.
    13. Kenneth, Akankwasa & Gerald, Ortmann & Edilegnaw, Wale & Wilberforce, Tushemereirwe, 2012. "Ex-Ante Adoption of New Cooking Banana (Matooke) Hybrids in Uganda Based on Farmers' Perceptions," 2012 Conference, August 18-24, 2012, Foz do Iguacu, Brazil 123302, International Association of Agricultural Economists.
    14. Gedikoglu, Haluk, 2013. "A Comprehensive Analysis of Adoption of Energy Crops, GM Crops and Conservation Practices," 2013 Annual Meeting, February 2-5, 2013, Orlando, Florida 142928, Southern Agricultural Economics Association.
    15. Haluk Gedikoglu & Sansel Tandogan & Joseph Parcell, 2023. "Neighbor effects on adoption of conservation practices: cases of grass filter systems and injecting manure," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 70(3), pages 723-756, June.
    16. Sarker, Rakhal & Surry, Yves R., 2003. "The Fast Decay Process In Recreational Demand Activities And The Use Of Alternative Count Data Models," Working Papers 34147, University of Guelph, Department of Food, Agricultural and Resource Economics.
    17. Whitehead, John C. & Haab, Timothy C. & Huang, Ju-Chin, 2000. "Measuring recreation benefits of quality improvements with revealed and stated behavior data," Resource and Energy Economics, Elsevier, vol. 22(4), pages 339-354, October.
    18. Gebremariam, Gebrelibanos & Tesfaye, Wondimagegn, 2018. "The heterogeneous effect of shocks on agricultural innovations adoption: Microeconometric evidence from rural Ethiopia," Food Policy, Elsevier, vol. 74(C), pages 154-161.
    19. Liang Lu & Thomas Reardon & David Zilberman, 2016. "Supply Chain Design and Adoption of Indivisible Technology," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(5), pages 1419-1431.
    20. Kabunga, N. & Bizimungu, E., 2018. "A Latent Class Analysis of Agricultural Technology Use Behavior in Uganda and Implications for Optimal Targeting," 2018 Conference, July 28-August 2, 2018, Vancouver, British Columbia 277007, International Association of Agricultural Economists.

    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:ags:arerjl:105464. 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: AgEcon Search (email available below). General contact details of provider: https://edirc.repec.org/data/nareaea.html .

    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.