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Social Networks as Drivers for Technology Adoption: A Study from a Rural Mountain Area in Italy

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  • Rosalia Filippini

    (Department of Health, Animal Science and Food Safety “Carlo Cantoni”, University of Milan, 20133 Milan, Italy)

  • Maria Elena Marescotti

    (Department of Health, Animal Science and Food Safety “Carlo Cantoni”, University of Milan, 20133 Milan, Italy)

  • Eugenio Demartini

    (Department of Health, Animal Science and Food Safety “Carlo Cantoni”, University of Milan, 20133 Milan, Italy)

  • Anna Gaviglio

    (Department of Health, Animal Science and Food Safety “Carlo Cantoni”, University of Milan, 20133 Milan, Italy)

Abstract

Innovation processes includes social and communicative elements. The role of innovative technology for the development of farming systems is investigated in literature, but only a few studies deal with the influence of networks on the adoption of technologies by farmers. The aim of this paper is to verify if the adoption of smartphones for professional reasons by farmers is influenced by the networks to which farmers belong, the socio-demographic characteristics of the farmers, and their farm’s size. The case study is in the Valtellina valley, a rural mountain area in the north of Italy, where 53 livestock farmers were interviewed. The methodology is based on two steps. First, social network analysis is applied to diagnose the relationships of farmers in terms of connectivity and closeness and to detect the centrality measures of farmers in three different social relationships: production networks, market networks, and information exchange networks. A multiple linear regression model is then applied to test whether centrality measures of the three networks, the farmers’ socio-demographic characters, and the farm’s features drive the adoption of smartphones for professional reasons. Results suggest that the centrality measures in production networks positively drive the adoption of smartphones, while the centrality measures of market and information exchange networks do not have the same effect. At the same time, the farmers’ age negatively affects the use of smartphones for professional reasons, while the size of the herd, and the education and gender of farmers have no significant influence. The study contributes to the debate around the Agricultural Knowledge Innovation System and supports local policies based on the inclusion of farmers in the technological development in rural areas.

Suggested Citation

  • Rosalia Filippini & Maria Elena Marescotti & Eugenio Demartini & Anna Gaviglio, 2020. "Social Networks as Drivers for Technology Adoption: A Study from a Rural Mountain Area in Italy," Sustainability, MDPI, vol. 12(22), pages 1-18, November.
  • Handle: RePEc:gam:jsusta:v:12:y:2020:i:22:p:9392-:d:443452
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    References listed on IDEAS

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    1. Yuna Chiffoleau & Jean-Marc Touzard, 2014. "Understanding local agri-food systems through advice network analysis," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 31(1), pages 19-32, March.
    2. Skaalsveen, Kamilla & Ingram, Julie & Urquhart, Julie, 2020. "The role of farmers' social networks in the implementation of no-till farming practices," Agricultural Systems, Elsevier, vol. 181(C).
    3. Isaac, Marney E., 2012. "Agricultural information exchange and organizational ties: The effect of network topology on managing agrodiversity," Agricultural Systems, Elsevier, vol. 109(C), pages 9-15.
    4. Muller, Eitan & Peres, Renana, 2019. "The effect of social networks structure on innovation performance: A review and directions for research," International Journal of Research in Marketing, Elsevier, vol. 36(1), pages 3-19.
    5. Klerkx, Laurens & Aarts, Noelle & Leeuwis, Cees, 2010. "Adaptive management in agricultural innovation systems: The interactions between innovation networks and their environment," Agricultural Systems, Elsevier, vol. 103(6), pages 390-400, July.
    6. Nicky J. Welton & Howard H. Z. Thom, 2015. "Value of Information," Medical Decision Making, , vol. 35(5), pages 564-566, July.
    7. Crespo, Joan & Réquier-Desjardins, Denis & Vicente, Jérôme, 2014. "Why can collective action fail in Local Agri-food Systems? A social network analysis of cheese producers in Aculco, Mexico," Food Policy, Elsevier, vol. 46(C), pages 165-177.
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