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Adopting new technologies during the crisis: An empirical analysis of agricultural sector

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  • Passarelli, Mariacarmela
  • Bongiorno, Giuseppe
  • Cucino, Valentina
  • Cariola, Alfio

Abstract

Research and development in agricultural sector are becoming a crucial issue, especially to answer to growing global market needs and, in general, for rural innovation development. The innovation process involves stakeholders of all levels and rural development requires both personal farmers' characteristics along with favourable socio-political and infrastructural environment. Many countries and governments have executed innovation projects for agricultural firms, involving a number of actors from the public and private sectors. However, the literature lacks of studies that investigate the identification of the main factors that determine the agricultural entrepreneurs' probability to adopt new technologies during a crisis context. Thus, through the adoption of the Extended Theory of Planned Behaviour, this study aims at filling this lack. More specifically, the exploratory empirical analysis focuses on a sample of 130 agricultural entrepreneurs operating in a rural developing Italian region, during the historical context of global pandemic crisis of COVID-19. The results provided several insights showing the factors that influence the adoption of technologies, such as the Attitude to Environmental-Economic Sustainability and the Planned Behavioural Control. An important role is also assumed by the past farmer's technological experience. The paper offers implications for entrepreneurs and public government.

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  • Passarelli, Mariacarmela & Bongiorno, Giuseppe & Cucino, Valentina & Cariola, Alfio, 2023. "Adopting new technologies during the crisis: An empirical analysis of agricultural sector," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
  • Handle: RePEc:eee:tefoso:v:186:y:2023:i:pa:s0040162522006278
    DOI: 10.1016/j.techfore.2022.122106
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    References listed on IDEAS

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    1. Ajzen, Icek, 1991. "The theory of planned behavior," Organizational Behavior and Human Decision Processes, Elsevier, vol. 50(2), pages 179-211, December.
    2. M.J. Cobo & A.G. López-Herrera & E. Herrera-Viedma & F. Herrera, 2011. "Science mapping software tools: Review, analysis, and cooperative study among tools," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(7), pages 1382-1402, July.
    3. Yang, Xin & Zhou, Xiaohe & Deng, Xiangzheng, 2022. "Modeling farmers’ adoption of low-carbon agricultural technology in Jianghan Plain, China: An examination of the theory of planned behavior," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    4. Kazushi Takahashi & Rie Muraoka & Keijiro Otsuka, 2020. "Technology adoption, impact, and extension in developing countries’ agriculture: A review of the recent literature," Agricultural Economics, International Association of Agricultural Economists, vol. 51(1), pages 31-45, January.
    5. Valeria Piñeiro & Joaquín Arias & Jochen Dürr & Pablo Elverdin & Ana María Ibáñez & Alison Kinengyere & Cristian Morales Opazo & Nkechi Owoo & Jessica R. Page & Steven D. Prager & Maximo Torero, 2020. "A scoping review on incentives for adoption of sustainable agricultural practices and their outcomes," Nature Sustainability, Nature, vol. 3(10), pages 809-820, October.
    6. M.J. Cobo & A.G. López‐Herrera & E. Herrera‐Viedma & F. Herrera, 2011. "Science mapping software tools: Review, analysis, and cooperative study among tools," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 62(7), pages 1382-1402, July.
    7. Emmanuel Senior Tenakwah & Emmanuel Junior Tenakwah & Mary Amponsah & Sarah Eyaa & Elliot Boateng & Nekpen Okhawere, 2022. "Adoption of Sustainable Technologies during Crisis: Examining Employees’ Perception and Readiness across Cultures," Sustainability, MDPI, vol. 14(8), pages 1-20, April.
    8. Mengmeng Wang & Xue Fan, 2021. "An Empirical Study on How Livestreaming Can Contribute to the Sustainability of Green Agri-Food Entrepreneurial Firms," Sustainability, MDPI, vol. 13(22), pages 1-19, November.
    9. Lee, Sang M. & Trimi, Silvana, 2021. "Convergence innovation in the digital age and in the COVID-19 pandemic crisis," Journal of Business Research, Elsevier, vol. 123(C), pages 14-22.
    10. Shi, Qian & Lai, Xiaodong, 2013. "Identifying the underpin of green and low carbon technology innovation research: A literature review from 1994 to 2010," Technological Forecasting and Social Change, Elsevier, vol. 80(5), pages 839-864.
    11. Abate, Gashaw Tadesse & Rashid, Shahidur & Borzaga, Carlo & Getnet, Kindie, 2016. "Rural Finance and Agricultural Technology Adoption in Ethiopia: Does the Institutional Design of Lending Organizations Matter?," World Development, Elsevier, vol. 84(C), pages 235-253.
    12. Antonio Botti & Antonella Monda, 2020. "Sustainable Value Co-Creation and Digital Health: The Case of Trentino eHealth Ecosystem," Sustainability, MDPI, vol. 12(13), pages 1-17, June.
    13. Lalani, Baqir & Dorward, Peter & Holloway, Garth & Wauters, Erwin, 2016. "Smallholder farmers' motivations for using Conservation Agriculture and the roles of yield, labour and soil fertility in decision making," Agricultural Systems, Elsevier, vol. 146(C), pages 80-90.
    14. Sarah Hackfort, 2021. "Patterns of Inequalities in Digital Agriculture: A Systematic Literature Review," Sustainability, MDPI, vol. 13(22), pages 1-18, November.
    15. Jing Hou & Bo Hou, 2019. "Farmers’ Adoption of Low-Carbon Agriculture in China: An Extended Theory of the Planned Behavior Model," Sustainability, MDPI, vol. 11(5), pages 1-20, March.
    16. Bagheri, Asghar & Teymouri, Ali, 2022. "Farmers’ intended and actual adoption of soil and water conservation practices," Agricultural Water Management, Elsevier, vol. 259(C).
    17. 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.
    18. Abay, Kibrom A. & Blalock, Garrick & Berhane, Guush, 2017. "Locus of control and technology adoption in developing country agriculture: Evidence from Ethiopia," Journal of Economic Behavior & Organization, Elsevier, vol. 143(C), pages 98-115.
    19. Verma, Pranay & Sinha, Neena, 2018. "Integrating perceived economic wellbeing to technology acceptance model: The case of mobile based agricultural extension service," Technological Forecasting and Social Change, Elsevier, vol. 126(C), pages 207-216.
    20. Bruno Larue, 2020. "Labor issues and COVID‐19," Canadian Journal of Agricultural Economics/Revue canadienne d'agroeconomie, Canadian Agricultural Economics Society/Societe canadienne d'agroeconomie, vol. 68(2), pages 231-237, June.
    21. Ratana Sapbamrer & Ajchamon Thammachai, 2021. "A Systematic Review of Factors Influencing Farmers’ Adoption of Organic Farming," Sustainability, MDPI, vol. 13(7), pages 1-28, March.
    22. Viswanath Venkatesh & Fred D. Davis, 2000. "A Theoretical Extension of the Technology Acceptance Model: Four Longitudinal Field Studies," Management Science, INFORMS, vol. 46(2), pages 186-204, February.
    23. Kees van der Meer & Marijin Noordarn, 2006. "When Markets Do Not Work, Should Grants Be Used?," World Bank Publications - Reports 9620, The World Bank Group.
    24. Samwel Macharia Chege & Daoping Wang & Shaldon Leparan Suntu, 2020. "Impact of information technology innovation on firm performance in Kenya," Information Technology for Development, Taylor & Francis Journals, vol. 26(2), pages 316-345, April.
    25. Cobelli, Nicola & Cassia, Fabio & Burro, Roberto, 2021. "Factors affecting the choices of adoption/non-adoption of future technologies during coronavirus pandemic," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    26. Chen, Shih-Chih & Hung, Chung-Wen, 2016. "Elucidating the factors influencing the acceptance of green products: An extension of theory of planned behavior," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 155-163.
    27. Jaap Sok & Joao Rossi Borges & Peter Schmidt & Icek Ajzen, 2021. "Farmer Behaviour as Reasoned Action: A Critical Review of Research with the Theory of Planned Behaviour," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(2), pages 388-412, June.
    28. Dmytro Serebrennikov & Fiona Thorne & Zein Kallas & Sinéad N. McCarthy, 2020. "Factors Influencing Adoption of Sustainable Farming Practices in Europe: A Systemic Review of Empirical Literature," Sustainability, MDPI, vol. 12(22), pages 1-23, November.
    29. Laura Brandt Sørensen & Lisa Blix Germundsson & Stine Rosenlund Hansen & Claudia Rojas & Niels Heine Kristensen, 2021. "What Skills Do Agricultural Professionals Need in the Transition towards a Sustainable Agriculture? A Qualitative Literature Review," Sustainability, MDPI, vol. 13(24), pages 1-17, December.
    30. Ruzzante, Sacha & Labarta, Ricardo & Bilton, Amy, 2021. "Adoption of agricultural technology in the developing world: A meta-analysis of the empirical literature," World Development, Elsevier, vol. 146(C).
    31. David J. Pannell & Roger Claassen, 2020. "The Roles of Adoption and Behavior Change in Agricultural Policy," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 42(1), pages 31-41, March.
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