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German Farmers’ Attitudes on Adopting Autonomous Field Robots: An Empirical Survey

Author

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  • Friedrich Rübcke von Veltheim

    (Department of Agricultural Economics and Rural Development, Georg-August-University of Göttingen, Platz der Göttinger Sieben 5, 37073 Göttingen, Germany)

  • Heinke Heise

    (Department of Agricultural Economics and Rural Development, Georg-August-University of Göttingen, Platz der Göttinger Sieben 5, 37073 Göttingen, Germany)

Abstract

Agricultural production methods in Europe are increasingly subject to public criticism from which many farmers suffer. This applies, among other areas, to the widespread use of pesticides. Autonomous field robots (AFR), as the next stage of agricultural automation, have the potential to farm more intensively and, at the same time, in a more environmentally friendly way. However, a certain skepticism towards autonomous systems is suspected among farmers. Whether farmers adopt a technology depends largely on their uncertainty about the consequences of its use and the resulting attitude on the adoption. In order to quantify the attitude on adopting AFR in Germany and to identify possible group differences within the population, 490 German farmers were surveyed using an online questionnaire, which is based on an extended version of the Unified Theory of Acceptance and Use of Technology (UTAUT). In the subsequent cluster analysis, the statements inquiring the intention to use AFR served as cluster-forming variables. As a result, three groups (“open-minded AFR supporters”, “convinced AFR adopters”, “reserved AFR interested”) could be identified according to their response behavior. Despite existing group differences, an overall attitude in favor of autonomous field robots was observed. The results complement the existing research with a further empirical study and provide interesting starting points for further analysis, field robot manufacturers, and political decision makers.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jagris:v:11:y:2021:i:3:p:216-:d:511728
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    1. Ronaghi, Mohammad Hossein & Forouharfar, Amir, 2020. "A contextualized study of the usage of the Internet of things (IoTs) in smart farming in a typical Middle Eastern country within the context of Unified Theory of Acceptance and Use of Technology model," Technology in Society, Elsevier, vol. 63(C).
    2. Radner, Roy & Rothschild, Michael, 1975. "On the allocation of effort," Journal of Economic Theory, Elsevier, vol. 10(3), pages 358-376, June.
    3. Friedrich Rübcke von Veltheim & Heinke Heise, 2020. "The AgTech Startup Perspective to Farmers Ex Ante Acceptance Process of Autonomous Field Robots," Sustainability, MDPI, vol. 12(24), pages 1-18, December.
    4. Luhmann, Henrike & Schaper, Christian & Theuvsen, Ludwig, 2016. "Acceptance of a Sustainability Standard: Evidence from an Empirical Study of Future-Oriented Dairy Farmers," 2016 International European Forum (151st EAAE Seminar), February 15-19, 2016, Innsbruck-Igls, Austria 244538, International European Forum on System Dynamics and Innovation in Food Networks.
    5. 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.
    6. Maria Paola Ferretti & Vincenzo Pavone, 2009. "What do civil society organisations expect from participation in science? Lessons from Germany and Spain on the issue of GMOs," Science and Public Policy, Oxford University Press, vol. 36(4), pages 287-299, May.
    7. Von Hardenberg, Louisa & Heise, Heinke, 2018. "German Pig Farmers’ Attitudes Towards Farm Animal Welfare And Their Willingness To Participate In Animal Welfare Programs: An Empirical Study," 2018 International European Forum (163rd EAAE Seminar), February 5-9, 2018, Innsbruck-Igls, Austria 276867, International European Forum on System Dynamics and Innovation in Food Networks.
    8. Austin, E.J & Willock, J & Deary, I.J & Gibson, G.J & Dent, J.B & Edwards-Jones, G & Morgan, O & Grieve, R & Sutherland, A, 1998. "Empirical models of farmer behaviour using psychological, social and economic variables. Part I: linear modelling," Agricultural Systems, Elsevier, vol. 58(2), pages 203-224, October.
    9. Schaak, Henning & Mußhoff, Oliver, 2018. "Understanding the adoption of grazing practices in German dairy farming," Agricultural Systems, Elsevier, vol. 165(C), pages 230-239.
    10. von Hardenberg, Louisa & Heise, Heinke, 2018. "German Pig Farmers’ Attitudes towards Animal Welfare Programs and their Willingness to Participate in these Programs: An Empirical Study," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 9(3), June.
    11. Bas Jacobs & Joop Hartog & Wim Vijverberg, 2009. "Self-selection bias in estimated wage premiums for earnings risk," Empirical Economics, Springer, vol. 37(2), pages 271-286, October.
    12. Luhmann, Henrike & Schaper, Christian & Theuvsen, Ludwig, 2016. "Future-Oriented Dairy Farmers’ Willingness to Participate in a Sustainability Standard: Evidence from an Empirical Study in Germany," International Journal on Food System Dynamics, International Center for Management, Communication, and Research, vol. 7(3), pages 1-15, July.
    13. Anthony King, 2017. "Technology: The Future of Agriculture," Nature, Nature, vol. 544(7651), pages 21-23, April.
    14. Stefano Orsini & Ambrogio Costanzo & Francesco Solfanelli & Raffaele Zanoli & Susanne Padel & Monika M. Messmer & Eva Winter & Freya Schaefer, 2020. "Factors Affecting the Use of Organic Seed by Organic Farmers in Europe," Sustainability, MDPI, vol. 12(20), pages 1-16, October.
    15. 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).
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    2. Kexiao Xie & Yuerui Zhu & Yongqiang Ma & Youcheng Chen & Shuiji Chen & Zhidan Chen, 2022. "Willingness of Tea Farmers to Adopt Ecological Agriculture Techniques Based on the UTAUT Extended Model," IJERPH, MDPI, vol. 19(22), pages 1-14, November.
    3. Spykman, Olivia & Emberger-Klein, Agnes & Gabriel, Andreas & Gandorfer, Markus, 2021. "Society’s perspective of automation in crop and dairy production," 2021 Annual Meeting, August 1-3, Austin, Texas 313865, Agricultural and Applied Economics Association.
    4. Mohrmann, Sören & Schaper, Christian & Otter, Verena, 2022. "Strohpellets als innovatives Alternativsubstrat in der Biogasproduktion: Ergebnisse einer empirischen Analyse," 62nd Annual Conference, Stuttgart, Germany, September 7-9, 2022 329607, German Association of Agricultural Economists (GEWISOLA).
    5. Dongkai Lin & Bingsheng Fu & Kexiao Xie & Wanhe Zheng & Linjie Chang & Jinke Lin, 2023. "Research on the Improvement of Digital Literacy for Moderately Scaled Tea Farmers under the Background of Digital Intelligence Empowerment," Agriculture, MDPI, vol. 13(10), pages 1-26, September.

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