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Understanding the adoption timing of smartphones in German agriculture

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  • Michels, Marius
  • Mußhoff, Oliver

Abstract

While the adoption of smartphones and apps are already investigated, no study has yet focused on factors affecting the timing of smartphone adoption in agriculture. Understanding the timing of a technology adoption and identifying characteristics of early and late adopters is important to further anticipate and foster the diffusion process. The aim of this study is therefore to analyse the timing of smartphone adoption for agricultural purposes by applying a tobit regression model to a data set of 207 German farmers, which was collected in 2019. Results show that among other factors, farmers’ age, risk attitude and gender as well as farm size and farm location affect the timing of smartphone adoption for agricultural purposes. The results are of interest for several groups of interest like agricultural policy makers, agricultural extension services, providers and sellers of smartphones.

Suggested Citation

  • Michels, Marius & Mußhoff, Oliver, 2021. "Understanding the adoption timing of smartphones in German agriculture," 61st Annual Conference, Berlin, Germany, September 22-24, 2021 317046, German Association of Agricultural Economists (GEWISOLA).
    • Handle: RePEc:ags:gewi21:317046
    DOI: 10.22004/ag.econ.317046
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    References listed on IDEAS

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    1. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    2. Hübler, Michael & Hartje, Rebecca, 2016. "Are smartphones smart for economic development?," Economics Letters, Elsevier, vol. 141(C), pages 130-133.
    3. Jeffcoat, Chris & Davis, Alison F. & Hu, Wuyang, 2012. "Willingness to Pay for Broadband Access by Kentucky Farmers," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 44(3), pages 1-12, August.
    4. 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.
    5. Keith O. Fuglie & Catherine A. Kascak, 2001. "Adoption and Diffusion of Natural-Resource-Conserving Agricultural Technology," Review of Agricultural Economics, Agricultural and Applied Economics Association, vol. 23(2), pages 386-403.
    6. Adam Jaffe & Richard Newell & Robert Stavins, 2002. "Environmental Policy and Technological Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 41-70, June.
    7. D'Antoni, Jeremy M. & Mishra, Ashok K. & Powell, Rebekah R. & Martin, Steven W., 2012. "Farmers’ Perception of Precision Technology: The Case of Autosteer Adoption by Cotton Farmers," 2012 Annual Meeting, February 4-7, 2012, Birmingham, Alabama 119734, Southern Agricultural Economics Association.
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    Keywords

    Farm Management; Research and Development / Technical Change / Emerging Technologies;

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