IDEAS home Printed from https://ideas.repec.org/a/eee/teinso/v71y2022ics0160791x22002287.html
   My bibliography  Save this article

The adoption and usage of precision agriculture technologies in North Dakota

Author

Listed:
  • Hanson, Erik D.
  • Cossette, Max K.
  • Roberts, David C.

Abstract

Precision agriculture technologies (PATs) hold promise for improving resource usage and agricultural profitability. This paper examines the adoption of automatic section control, Global Positioning Systems and autosteer, satellite imagery, variable rate nitrogen application, and variable rate seeding by farm operators in North Dakota. Survey data are analyzed using a double-hurdle model. The double-hurdle model allows operators' adoption and usage decisions to be examined separately. Results indicate that larger operations are more likely to adopt PATs, suggesting that economies of scale exist among PAT adopters. Several PATs have complementary effects on the adoption of other technologies. These effects are most noticeable for variable rate technologies. Cropping patterns are related to the adoption of PATs, as corn production is positively associated with the adoption of multiple PATs while wheat production is negatively associated with adoption of variable rate technologies. These results have implications for farm managers, precision agriculture dealers and service providers, and policy makers.

Suggested Citation

  • Hanson, Erik D. & Cossette, Max K. & Roberts, David C., 2022. "The adoption and usage of precision agriculture technologies in North Dakota," Technology in Society, Elsevier, vol. 71(C).
  • Handle: RePEc:eee:teinso:v:71:y:2022:i:c:s0160791x22002287
    DOI: 10.1016/j.techsoc.2022.102087
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0160791X22002287
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techsoc.2022.102087?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lioutas, Evagelos D. & Charatsari, Chrysanthi & De Rosa, Marcello, 2021. "Digitalization of agriculture: A way to solve the food problem or a trolley dilemma?," Technology in Society, Elsevier, vol. 67(C).
    2. Mintert, James R. & Widmar, David & Langemeier, Michael & Boehlje, Michael & Erickson, Bruce, 2016. "The Challenges of Precision Agriculture: Is Big Data the Answer?," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 230057, Southern Agricultural Economics Association.
    3. Schimmelpfennig, David & Lowenberg-DeBoer, James, 2020. "Farm types and precision agriculture adoption: crops, regions, soil variability, and farm size," Land, Farm & Agribusiness Management Department 304070, Harper Adams University, Land, Farm & Agribusiness Management Department.
    4. Wachenheim, Cheryl & Fan, Linfeng & Zheng, Shi, 2021. "Adoption of unmanned aerial vehicles for pesticide application: Role of social network, resource endowment, and perceptions," Technology in Society, Elsevier, vol. 64(C).
    5. Lambert, Dayton M. & English, Burton & Harper, David & Larkin, Sherry L. & Laron, James & Mooney, Daniel F. & Roberts, Roland & Velandia, Margarita & Reeves, Jeanne, 2014. "Corrigendum to “Adoption and Frequency of Precision Soil Testing in Cotton Production”," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 39(2), pages 1-1.
    6. Fausti, Scott W. & Erickson, Bruce & Clay, David E. & Clay, Sharon A., 2021. "The Custom Service Industry’s Role in Precision Agriculture Adoption: A Literature Review," Western Economics Forum, Western Agricultural Economics Association, vol. 19(2), December.
    7. Kolady, Deepthi E. & Van Der Sluis, Evert, 2021. "Adoption Determinants of Precision Agriculture Technologies and Conservation Agriculture: Evidence from South Dakota," Western Economics Forum, Western Agricultural Economics Association, vol. 19(2), December.
    8. 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.
    9. 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.
    10. Thompson, Nathanael M. & Bir, Courtney & Widmar, David A. & Mintert, James R., 2019. "Farmer Perceptions Of Precision Agriculture Technology Benefits," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 51(1), pages 142-163, February.
    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. Zakaria, Abraham & Azumah, Shaibu Baanni & Appiah-Twumasi, Mark & Dagunga, Gilbert, 2020. "Adoption of climate-smart agricultural practices among farm households in Ghana: The role of farmer participation in training programmes," Technology in Society, Elsevier, vol. 63(C).
    13. Schimmelpfennig, David, 2016. "Farm Profits and Adoption of Precision Agriculture," Economic Research Report 249773, United States Department of Agriculture, Economic Research Service.
    14. Barnes, A.P. & Soto, I. & Eory, V. & Beck, B. & Balafoutis, A. & Sánchez, B. & Vangeyte, J. & Fountas, S. & van der Wal, T. & Gómez-Barbero, M., 2019. "Exploring the adoption of precision agricultural technologies: A cross regional study of EU farmers," Land Use Policy, Elsevier, vol. 80(C), pages 163-174.
    15. Shockley, Jordan M. & Dillon, Carl R. & Stombaugh, Timothy S., 2011. "A Whole Farm Analysis of the Influence of Auto-Steer Navigation on Net Returns, Risk, and Production Practices," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 43(1), pages 1-19, February.
    16. McBride, William D. & Daberkow, Stan G., 2003. "Information And The Adoption Of Precision Farming Technologies," Journal of Agribusiness, Agricultural Economics Association of Georgia, vol. 21(1), pages 1-18.
    17. Key, Nigel, 2019. "Farm size and productivity growth in the United States Corn Belt," Food Policy, Elsevier, vol. 84(C), pages 186-195.
    18. Lambert, Dayton M. & English, Burton C. & Harper, David C. & Larkin, Sherry L. & Larson, James A. & Mooney, Daniel F. & Roberts, Roland K. & Velandia, Margarita & Reeves, Jeanne M., 2014. "Adoption and Frequency of Precision Soil Testing in Cotton Production," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 39(1), pages 1-18, April.
    19. Tiffany L. Fess & James B. Kotcon & Vagner A. Benedito, 2011. "Crop Breeding for Low Input Agriculture: A Sustainable Response to Feed a Growing World Population," Sustainability, MDPI, vol. 3(10), pages 1-31, October.
    20. MacDonald, James M. & Hoppe, Robert A. & Newton, Doris, 2018. "Three Decades of Consolidation in U.S. Agriculture," Economic Information Bulletin 276247, United States Department of Agriculture, Economic Research Service.
    21. DeLay, Nathan & Comstock, Haden, 2021. "Recent Trends in PA Technology Adoption and Bundling in CornProduction: Implications for Farm Consolidation," Western Economics Forum, Western Agricultural Economics Association, vol. 19(2), December.
    22. Fausti, Scott W. & Erickson, Bruce & Clay, David E. & Clay, Sharon A., 2021. "Is the Custom Service Industry’s Role in Precision Agriculture Linked to Workforce Development?," Western Economics Forum, Western Agricultural Economics Association, vol. 19(2), December.
    23. Nathan D. DeLay & Nathanael M. Thompson & James R. Mintert, 2022. "Precision agriculture technology adoption and technical efficiency," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(1), pages 195-219, February.
    24. Martey, Edward & Etwire, Prince M. & Mockshell, Jonathan, 2021. "Climate-smart cowpea adoption and welfare effects of comprehensive agricultural training programs," Technology in Society, Elsevier, vol. 64(C).
    25. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    26. Beddow, Jason M. & Pardey, Philip G., 2015. "Moving Matters: The Effect of Location on Crop Production," The Journal of Economic History, Cambridge University Press, vol. 75(1), pages 219-249, March.
    27. Schimmelpfennig, David & Ebel, Robert, 2016. "Sequential Adoption and Cost Savings from Precision Agriculture," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 41(1), pages 1-19, January.
    28. Smith, Craig M. & Dhuyvetter, Kevin C. & Kastens, Terry L. & Kastens, Dietrich & Smith, Logan, 2013. "Economics of Precision Agricultural Technologies Across the Great Plains," Journal of the ASFMRA, American Society of Farm Managers and Rural Appraisers, vol. 2013, pages 1-22, June.
    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. Margherita Masi & Jorgelina Di Pasquale & Yari Vecchio & Fabian Capitanio, 2023. "Precision Farming: Barriers of Variable Rate Technology Adoption in Italy," Land, MDPI, vol. 12(5), pages 1-16, May.
    2. Gyawali, Buddhi R. & Paudel, Krishna P. & Jean, Rosny & Banerjee, Swagata “Ban”, 2023. "Adoption of computer-based technology (CBT) in agriculture in Kentucky, USA: Opportunities and barriers," Technology in Society, Elsevier, vol. 72(C).
    3. Jiachen Ning & Pingyu Zhang & Qifeng Yang & Zuopeng Ma, 2023. "Spatial Pattern of Farmland Transfer in Liaoning Province, China," Agriculture, MDPI, vol. 13(7), pages 1-19, July.
    4. Xian Liu & Yueyue Xu, 2023. "Analysis of Dynamic Changes and Main Obstacle Factors of Grain Supply and Demand Balance in Northwest China," Sustainability, MDPI, vol. 15(14), pages 1-18, July.
    5. Osrof, Hazem Yusuf & Tan, Cheng Ling & Angappa, Gunasekaran & Yeo, Sook Fern & Tan, Kim Hua, 2023. "Adoption of smart farming technologies in field operations: A systematic review and future research agenda," Technology in Society, Elsevier, vol. 75(C).
    6. Idowu, Abiodun Rasheed & Wachenheim, Cheryl & Hanson, Erik & Sickler, Alexandra, 2023. "The disposition of data from precision agricultural technologies: What do young agriculturalists think?," Technology in Society, Elsevier, vol. 75(C).

    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. Wang, Tong & Jin, Hailong & Sieverding, Heidi & Kumar, Sandeep & Miao, Yuxin & Rao, Xudong & Obembe, Oladipo & Mirzakhani Nafchi, Ali & Redfearn, Daren & Cheye, Stephen, 2023. "Understanding farmer views of precision agriculture profitability in the U.S. Midwest," Ecological Economics, Elsevier, vol. 213(C).
    2. Velandia, Margarita & Edge, Brittani & Boyer, Christopher & Larson, James & Lambert, Dayton & Wilson, Bradley & Buschermohle, Michael & Rejesus, Roderick & Falconer, Larry & English, Burton C., 2016. "Factors Influencing the Adoption of Automatic Section Control Technologies and GPS Auto-Guidance Systems in Cotton Production," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 235563, Agricultural and Applied Economics Association.
    3. Nathan D. DeLay & Nathanael M. Thompson & James R. Mintert, 2022. "Precision agriculture technology adoption and technical efficiency," Journal of Agricultural Economics, Wiley Blackwell, vol. 73(1), pages 195-219, February.
    4. Wang, Tong & Jin, Hailong & Sieverding, Heidi L. & Rao, Xudong & Miao, Yuxin & Kumar, Sandeep & Redfearn, Daren & Nafchi, Ali, 2022. "Understanding farmer perceptions of precision agriculture profitability in the U.S. Midwest," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322502, Agricultural and Applied Economics Association.
    5. 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.
    6. Shang, Linmei & Heckelei, Thomas & Gerullis, Maria K. & Börner, Jan & Rasch, Sebastian, 2021. "Adoption and diffusion of digital farming technologies - integrating farm-level evidence and system interaction," Agricultural Systems, Elsevier, vol. 190(C).
    7. Osrof, Hazem Yusuf & Tan, Cheng Ling & Angappa, Gunasekaran & Yeo, Sook Fern & Tan, Kim Hua, 2023. "Adoption of smart farming technologies in field operations: A systematic review and future research agenda," Technology in Society, Elsevier, vol. 75(C).
    8. Margherita Masi & Jorgelina Di Pasquale & Yari Vecchio & Fabian Capitanio, 2023. "Precision Farming: Barriers of Variable Rate Technology Adoption in Italy," Land, MDPI, vol. 12(5), pages 1-16, May.
    9. DeLay, Nathan & Comstock, Haden, 2021. "Recent Trends in PA Technology Adoption and Bundling in CornProduction: Implications for Farm Consolidation," Western Economics Forum, Western Agricultural Economics Association, vol. 19(2), December.
    10. Brittani Edge & Margarita Velandia & Christopher Boyer & James Larson & Dayton Lambert & Roland Roberts & Bradley Wilson & Michael Buschermohle & Burton English & Roderick Rejesus & Larry Falconer, 2018. "Automatic Section Control Technologies and GPS Auto-guidance Systems Adoption in Cotton Production," Journal of Agricultural Science, Canadian Center of Science and Education, vol. 10(7), pages 282-282, June.
    11. Vecchio, Yari & Di Pasquale, Jorgelina & Del Giudice, Teresa & Pauselli, Gregorio & Masi, Margherita & Adinolfi, Felice, 2022. "Precision farming: what do Italian farmers really think? An application of the Q methodology," Agricultural Systems, Elsevier, vol. 201(C).
    12. Fausti, Scott W. & Erickson, Bruce & Clay, David E. & Clay, Sharon A., 2021. "The Custom Service Industry’s Role in Precision Agriculture Adoption: A Literature Review," Western Economics Forum, Western Agricultural Economics Association, vol. 19(2), December.
    13. Donika MALOKU, 2020. "Adoption Of Precision Farming Technologies: Usa And Eu Situation," SEA - Practical Application of Science, Romanian Foundation for Business Intelligence, Editorial Department, issue 22, pages 7-14, May.
    14. Hanson, Erik & Roberts, David C., 2020. "Precision Agriculture Technology Usage and Adoption Patterns," 2020 Annual Meeting, July 26-28, Kansas City, Missouri 304265, Agricultural and Applied Economics Association.
    15. McFadden, Jonathan & Njuki, Eric & Griffin, Terry, 2023. "Precision Agriculture in the Digital Era: Recent Adoption on U.S. Farms," USDA Miscellaneous 333550, United States Department of Agriculture.
    16. Joana Colussi & Eric L. Morgan & Gary D. Schnitkey & Antônio D. Padula, 2022. "How Communication Affects the Adoption of Digital Technologies in Soybean Production: A Survey in Brazil," Agriculture, MDPI, vol. 12(5), pages 1-24, April.
    17. SOTO Iria & BARNES Andrew & BALAFOUTIS Athanasios & BECK Bert & SANCHEZ FERNANDEZ Berta & VANGEYTE Jurgen & FOUNTAS Spyros & VAN DER WAL Tamme & EORY Vera & GOMEZ BARBERO Manuel, 2019. "The contribution of precision agriculture technologies to farm productivity and the mitigation of greenhouse gas emissions in the EU," JRC Research Reports JRC112505, Joint Research Centre.
    18. 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.
    19. Barnes, A.P. & Soto, I. & Eory, V. & Beck, B. & Balafoutis, A. & Sánchez, B. & Vangeyte, J. & Fountas, S. & van der Wal, T. & Gómez-Barbero, M., 2019. "Exploring the adoption of precision agricultural technologies: A cross regional study of EU farmers," Land Use Policy, Elsevier, vol. 80(C), pages 163-174.
    20. Jenkins, Amanda & Velandia, Margarita & Lambert, Dayton M. & Roberts, Roland K. & Larson, James A. & English, Burton C. & Martin, Steven W., 2011. "Factors Influencing the Selection of Precision Farming Information Sources by Cotton Producers," Agricultural and Resource Economics Review, Cambridge University Press, vol. 40(2), pages 307-320, September.

    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:eee:teinso:v:71:y:2022:i:c:s0160791x22002287. 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: Catherine Liu (email available below). General contact details of provider: https://www.journals.elsevier.com/technology-in-society .

    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.