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A Path Model of the Intention to Adopt Variable Rate Irrigation in Northeast Italy

Authors: Canavari, Maurizio; Medici, Marco; Wongprawmas, Rungsaran; Xhakollari, Vilma; Russo, Silvia;

A Path Model of the Intention to Adopt Variable Rate Irrigation in Northeast Italy

Abstract

Irrigated agriculture determines large blue water withdrawals, and it is considered a key intervention area to reach sustainable development objectives. Precision agriculture technologies have the potential to mitigate water resource depletion that often characterises conventional agricultural approaches. This study investigates the factors influencing farmers’ intentions to adopt variable rate irrigation (VRI) technology. The Technology Acceptance Model 3 (TAM-3) was employed as a theoretical framework to design a survey to identify the factors influencing farmers’ decision-making process when adopting VRI. Data were gathered through quantitative face-to-face interviews with a sample of 138 fruit and grapevine producers from the Northeast of Italy (Veneto, Emilia-Romagna, Trentino-Alto Adige, Friuli-Venezia Giulia). Data were analysed using partial least squares path modelling (PLS-PM). The results highlight that personal attitudes, such as perceived usefulness and subjective norm, positively influence the intention to adopt VRI. Additionally, the perceived ease of use positively affects intention, but it is moderated by subject experience.

Countries
Italy, France, Italy
Keywords

technology acceptance model, 330, grapevine production, TJ807-830, Technology acceptance model, TD194-195, Variable rate irrigation, 630, Renewable energy sources, Precision agriculture; Intention to adopt a technology; Attitudes towards the use of technology; Technology acceptance model; Variable rate irrigation; Fruit production; Grapevine production, fruit production, GE1-350, microeconomics_and_decision_sciences, [SDV.SA.AEP]Life Sciences [q-bio]/Agricultural sciences/Agriculture, economy and politics, precision agriculture, Precision agriculture, variable rate irrigation, Environmental effects of industries and plants, intention to adopt a technology, Environmental sciences, Intention to adopt a technology, Fruit production, attitudes towards the use of technology, Attitudes towards the use of technology, Grapevine production

  • BIP!
    Impact byBIP!
    citations
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    6
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
6
Top 10%
Average
Average
Green
gold