IDEAS home Printed from https://ideas.repec.org/a/eee/lauspo/v94y2020ics0264837719313511.html
   My bibliography  Save this article

Adoption of precision farming tools: A context-related analysis

Author

Listed:
  • Vecchio, Yari
  • De Rosa, Marcello
  • Adinolfi, Felice
  • Bartoli, Luca
  • Masi, Margherita

Abstract

This paper deals with precision farming tools (PFTs), a way of farming which relies on specialized equipment, software and information technologies services, whose importance is underlined in recent documents of the European Union. Precision farming is an integrated and sustainable farm management system making use of modern technologies to increase farm’s profitability, by reducing environmental impact. In this paper we explore the complex mechanisms that affect PFT’s adoption by Italian farmers. More precisely, we try to analyse the context-related factors affecting adoption of PFTs in the Italian farms.

Suggested Citation

  • Vecchio, Yari & De Rosa, Marcello & Adinolfi, Felice & Bartoli, Luca & Masi, Margherita, 2020. "Adoption of precision farming tools: A context-related analysis," Land Use Policy, Elsevier, vol. 94(C).
    • Handle: RePEc:eee:lauspo:v:94:y:2020:i:c:s0264837719313511
    DOI: 10.1016/j.landusepol.2020.104481
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0264837719313511
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.landusepol.2020.104481?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. Daberkow, Stan G. & McBride, William D., 1998. "Socioeconomic Profiles of Early Adopters of Precision Agriculture Technologies," Journal of Agribusiness, Agricultural Economics Association of Georgia, vol. 16(2), pages 1-18.
    2. Gow, Hamish R. & Oliver, Lance D. & Gow, Neil G., 2002. "Co-Operating To Compete In High Velocity Global Markets: The Strategic Role Of Flexible Supply Chain Architectures," 2002 Annual meeting, July 28-31, Long Beach, CA 19859, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    3. 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.
    4. Kassie, Menale & Jaleta, Moti & Shiferaw, Bekele & Mmbando, Frank & Mekuria, Mulugetta, 2013. "Adoption of interrelated sustainable agricultural practices in smallholder systems: Evidence from rural Tanzania," Technological Forecasting and Social Change, Elsevier, vol. 80(3), pages 525-540.
    5. Gerard McElwee, 2008. "A taxonomy of entrepreneurial farmers," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 6(3), pages 465-478.
    6. Gerard McElwee & Rob Smith, 2012. "Classifying the strategic capability of farmers: a segmentation framework," International Journal of Entrepreneurial Venturing, Inderscience Enterprises Ltd, vol. 4(2), pages 111-131.
    7. Edward Kai Fung Dang & Robert W.P. Luk & James Allan, 2016. "A context-dependent relevance model," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(3), pages 582-593, March.
    8. Suela Bylykbashi & Khalil Assala & Gilles Roehrich, 2016. "Entrepreneurship and innovation in a competition context," Post-Print hal-02014647, HAL.
    9. 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, Cambridge University Press, vol. 40(1), pages 133-144, April.
    10. Faber, Albert & Hoppe, Thomas, 2013. "Co-constructing a sustainable built environment in the Netherlands—Dynamics and opportunities in an environmental sectoral innovation system," Energy Policy, Elsevier, vol. 52(C), pages 628-638.
    11. Kuehne, Geoff & Llewellyn, Rick & Pannell, David J. & Wilkinson, Roger & Dolling, Perry & Ouzman, Jackie & Ewing, Mike, 2017. "Predicting farmer uptake of new agricultural practices: A tool for research, extension and policy," Agricultural Systems, Elsevier, vol. 156(C), pages 115-125.
    12. Fernandez-Cornejo, Jorge & Beach, E. Douglas & Huang, Wen-Yuan, 1994. "The Adoption Of Ipm Techniques By Vegetable Growers In Florida, Michigan And Texas," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 26(1), pages 1-15, July.
    13. Robert Finger & Scott M. Swinton & Nadja El Benni & Achim Walter, 2019. "Precision Farming at the Nexus of Agricultural Production and the Environment," Annual Review of Resource Economics, Annual Reviews, vol. 11(1), pages 313-335, October.
    14. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    15. Gow, Hamish R. & Oliver, Lance D. & Gow, Neil G., 2002. "Co-Operating To Compete In High Velocity Global Markets: The Strategic Role Of Flexible Supply Chain Architectures," 2002: WCC-72 Annual Meeting, June 23-25, 2002, Las Vegas, Nevada 16611, WERA-72 (formerly WCC-72): Western Education\Extension and Research Activities Committee on Agribusiness.
    16. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    17. Fernandez-Cornejo, Jorge & Beach, E. Douglas & Huang, Wen-Yuan, 1994. "The Adoption of IPM Techniques By Vegetable Growers in Florida, Michigan and Texas," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 26(1), pages 158-172, July.
    18. Darren Hudson & Diane Hite, 2003. "Producer Willingness to Pay for Precision Application Technology: Implications for Government and the Technology Industry," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 51(1), pages 39-53, March.
    19. Israel M. Kirzner, 1997. "Entrepreneurial Discovery and the Competitive Market Process: An Austrian Approach," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 60-85, March.
    20. De Rosa, Marcello & McElwee, Gerard & Smith, Robert, 2019. "Farm diversification strategies in response to rural policy: a case from rural Italy," Land Use Policy, Elsevier, vol. 81(C), pages 291-301.
    21. 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.
    22. 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.
    23. ., 2016. "Cultural context," Chapters, in: Innovation and Culture in Public Services, chapter 4, pages 42-74, Edward Elgar Publishing.
    24. Athanasios Balafoutis & Bert Beck & Spyros Fountas & Jurgen Vangeyte & Tamme Van der Wal & Iria Soto & Manuel Gómez-Barbero & Andrew Barnes & Vera Eory, 2017. "Precision Agriculture Technologies Positively Contributing to GHG Emissions Mitigation, Farm Productivity and Economics," Sustainability, MDPI, vol. 9(8), pages 1-28, July.
    25. Lambert, Dayton M. & Paudel, Krishna P. & Larson, James A., 2015. "Bundled Adoption of Precision Agriculture Technologies by Cotton Producers," Journal of Agricultural and Resource Economics, Western Agricultural Economics Association, vol. 40(2), pages 1-21, May.
    26. Olivier Crevoisier, 2014. "Beyond Territorial Innovation Models: The Pertinence of the Territorial Approach," Regional Studies, Taylor & Francis Journals, vol. 48(3), pages 551-561, March.
    27. Ashok Mishra & Christine Wilson & Robert Williams, 2009. "Factors affecting financial performance of new and beginning farmers," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 69(2), pages 160-179, July.
    28. Hamed Taherdoost, 2016. "Sampling Methods in Research Methodology; How to Choose a Sampling Technique for Research," Post-Print hal-02546796, HAL.
    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. Jakub Staniszewski & Łukasz Kryszak, 2022. "Do Structures Matter in the Process of Sustainable Intensification? A Case Study of Agriculture in the European Union Countries," Agriculture, MDPI, vol. 12(3), pages 1-19, February.
    2. Ourania Tremma & Achilleas Kontogeorgos & Philippos Karipidis & Fotios Chatzitheodoridis, 2021. "Mapping the Market Segments for the Consumers of Greek Cooperative Food Products," Sustainability, MDPI, vol. 13(7), pages 1-20, March.
    3. Șerbănel Cristiana-Ioana, 2021. "A Panorama of Digitalization Tendencies in the European Agriculture Sector," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 15(1), pages 352-363, December.
    4. Claudia Dias & Ricardo Gouveia Rodrigues & João J. Ferreira, 2021. "Small agricultural businesses' performance—What is the role of dynamic capabilities, entrepreneurial orientation, and environmental sustainability commitment?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(4), pages 1898-1912, May.
    5. Giua, Carlo & Materia, Valentina Cristiana & Camanzi, Luca, 2022. "Smart farming technologies adoption: Which factors play a role in the digital transition?," Technology in Society, Elsevier, vol. 68(C).
    6. Kangogo, Daniel & Dentoni, Domenico & Bijman, Jos, 2021. "Adoption of climate‐smart agriculture among smallholder farmers: Does farmer entrepreneurship matter?," Land Use Policy, Elsevier, vol. 109(C).
    7. Mohamed M. Elsharkawy & Abd El Aziz S. Sheta & Paola D’Antonio & Mohammed S. Abdelwahed & Antonio Scopa, 2022. "Tool for the Establishment of Agro-Management Zones Using GIS Techniques for Precision Farming in Egypt," Sustainability, MDPI, vol. 14(9), pages 1-26, April.
    8. 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).
    9. 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).
    10. McCaig, Melanie & Rezania, Davar & Dara, Rozita, 2023. "Framing the response to IoT in agriculture: A discourse analysis," Agricultural Systems, Elsevier, vol. 204(C).
    11. Silvia Solimene & Daniela Coluccia & Alessandro Bernardo, 2023. "Environmental Impact of Different Business Models: An LCA Study of Fresh Tomato Production in Italy," Sustainability, MDPI, vol. 15(13), pages 1-17, June.
    12. Margherita Masi & Marcello Rosa & Yari Vecchio & Luca Bartoli & Felice Adinolfi, 2022. "The long way to innovation adoption: insights from precision agriculture," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-17, December.
    13. Johannes Munz & Heinrich Schuele, 2022. "Influencing the Success of Precision Farming Technology Adoption—A Model-Based Investigation of Economic Success Factors in Small-Scale Agriculture," Agriculture, MDPI, vol. 12(11), pages 1-21, October.
    14. Monteiro Moretti, Débora & Baum, Chad M. & Ehlers, Melf-Hinrich & Finger, Robert & Bröring, Stefanie, 2023. "Exploring actors' perceptions of the precision agriculture innovation system – A Group Concept Mapping approach in Germany and Switzerland," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    15. 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.
    16. Yari Vecchio & Felice Adinolfi & Claudia Albani & Luca Bartoli & Marcello De Rosa, 2020. "Boosting Sustainable Innovation in Densely Populated Areas: A Milieux Innovateurs Approach," Sustainability, MDPI, vol. 12(21), pages 1-15, November.
    17. Ingram, Julie & Maye, Damian & Bailye, Clive & Barnes, Andrew & Bear, Christopher & Bell, Matthew & Cutress, David & Davies, Lynfa & de Boon, Auvikki & Dinnie, Liz & Gairdner, Julian & Hafferty, Caitl, 2022. "What are the priority research questions for digital agriculture?," Land Use Policy, Elsevier, vol. 114(C).
    18. Fu, Shaoling & Huang, Yatao, 2024. "Exploring farmers' perceptions of the technological characteristics of traceability systems," Agricultural Systems, Elsevier, vol. 215(C).
    19. Massfeller, Anna & Storm, Hugo, 2022. "Socio-spatial information sources influencing farmers’ decision to use mechanical weeding in sugar beets," 96th Annual Conference, April 4-6, 2022, K U Leuven, Belgium 321154, Agricultural Economics Society - AES.
    20. Yari Vecchio & Giulio Paolo Agnusdei & Pier Paolo Miglietta & Fabian Capitanio, 2020. "Adoption of Precision Farming Tools: The Case of Italian Farmers," IJERPH, MDPI, vol. 17(3), pages 1-16, January.
    21. 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).
    22. Elisa Maini & Marcello De Rosa & Yari Vecchio, 2021. "The Role of Education in the Transition towards Sustainable Agriculture: A Family Farm Learning Perspective," Sustainability, MDPI, vol. 13(14), pages 1-11, July.
    23. Friedrich Rübcke von Veltheim & Heinke Heise, 2021. "German Farmers’ Attitudes on Adopting Autonomous Field Robots: An Empirical Survey," Agriculture, MDPI, vol. 11(3), pages 1-19, March.
    24. Hannus, Veronika & Sauer, Johannes, 2021. "It is not only about money —– German farmers' preferences regarding voluntary standards for farm sustainability management," Land Use Policy, Elsevier, vol. 108(C).
    25. Hannah Briony Thorne & Jenna Axtens & Talitha Best, 2022. "Perceptual Factors Influencing the Adoption of Innovative Tissue Culture Technology by the Australian Avocado Industry," Agriculture, MDPI, vol. 12(9), pages 1-11, August.

    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. Yari Vecchio & Giulio Paolo Agnusdei & Pier Paolo Miglietta & Fabian Capitanio, 2020. "Adoption of Precision Farming Tools: The Case of Italian Farmers," IJERPH, MDPI, vol. 17(3), pages 1-16, January.
    2. 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.
    3. Kangogo, Daniel & Dentoni, Domenico & Bijman, Jos, 2021. "Adoption of climate‐smart agriculture among smallholder farmers: Does farmer entrepreneurship matter?," Land Use Policy, Elsevier, vol. 109(C).
    4. Margherita Masi & Marcello Rosa & Yari Vecchio & Luca Bartoli & Felice Adinolfi, 2022. "The long way to innovation adoption: insights from precision agriculture," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 10(1), pages 1-17, December.
    5. Alfons Weersink & Murray Fulton, 2020. "Limits to Profit Maximization as a Guide to Behavior Change," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 67-79, March.
    6. Aude Ridier & Caroline Roussy & Karim Chaib, 2021. "Adoption of crop diversification by specialized grain farmers in south-western France: evidence from a choice-modelling experiment," Review of Agricultural, Food and Environmental Studies, Springer, vol. 102(3), pages 265-283, September.
    7. 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).
    8. J Blasch & B van der Kroon & P van Beukering & R Munster & S Fabiani & P Nino & S Vanino, 2022. "Farmer preferences for adopting precision farming technologies: a case study from Italy," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(1), pages 33-81.
    9. Seon-Ae Kim & Jeffrey M. Gillespie & Krishna P. Paudel, 2008. "Rotational grazing adoption in cattle production under a cost-share agreement: does uncertainty have a role in conservation technology adoption?," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 52(3), pages 235-252, September.
    10. 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).
    11. 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.
    12. 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.
    13. Tiffany Shih & Brian Wright, 2011. "Agricultural Innovation," NBER Chapters, in: Accelerating Energy Innovation: Insights from Multiple Sectors, pages 49-85, National Bureau of Economic Research, Inc.
    14. Balaine, Lorraine & Dillon, Emma J. & Läpple, Doris & Lynch, John, 2020. "Can technology help achieve sustainable intensification? Evidence from milk recording on Irish dairy farms," Land Use Policy, Elsevier, vol. 92(C).
    15. 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.
    16. Dontsop Nguezet, Paul Martin & Diagne, Aliou & Okoruwa, Victor O., 2010. "Estimation of Actual and Potential Adoption Rates and Determinants of Improved Rice Variety Among Rice Farmers in Nigeria: The Case of NERICAs," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 95770, African Association of Agricultural Economists (AAAE).
    17. Korir, Josphat Kiplang’at & Ritho, Cecilia & Irungu, Patrick & Affognon, Hippolyte, 2016. "Factors Influencing Intensity Of Adoption Of Integrated Pest Management Package And Pesticide Misuse In The Control Of Mango Fruit Fly In Embu East Sub-County, Kenya," Dissertations and Theses 271765, University of Nairobi, Department of Agricultural Economics.
    18. Magali Aubert & Jean Marie Codron & Sylvain Rousset & Murat Yercan, 2017. "Which factors lead tomato growers to implement integrated pest management? Evidence from Turkey," Post-Print hal-02735805, HAL.
    19. Alessandra Faggian & Mark Partridge & Edward J. Malecki, 2017. "Creating an Environment for Economic Growth: Creativity, Entrepreneurship or Human Capital?," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 41(6), pages 997-1009, November.
    20. Späti, Karin & Huber, Robert & Finger, Robert, 2021. "Benefits of Increasing Information Accuracy in Variable Rate Technologies," Ecological Economics, Elsevier, vol. 185(C).

    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:lauspo:v:94:y:2020:i:c:s0264837719313511. 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: Joice Jiang (email available below). General contact details of provider: https://www.journals.elsevier.com/land-use-policy .

    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.