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IoT adoption in agriculture: the role of trust, perceived value and risk

风险感知 概念化 价值(数学) 营销 业务 独创性 结构方程建模 感知 技术接受模型 农业 可用性 心理学 社会心理学 人机交互 机器学习 统计 人工智能 生物 神经科学 计算机科学 数学 生态学 创造力
作者
Priyanka Jayashankar,Sree Nilakanta,Wesley J. Johnston,Pushpinder Singh Gill,Reed Burres
出处
期刊:Journal of Business & Industrial Marketing [Emerald Publishing Limited]
卷期号:33 (6): 804-821 被引量:212
标识
DOI:10.1108/jbim-01-2018-0023
摘要

Purpose This paper aims to study the antecedents of Internet of Things (IoT) adoption among farmers and determine how trust in the technology influences its adoption when mediated by perceived value and risk. Through the conceptualization of trust and perceived risk, the authors factor in farmers’ perceptions of agricultural technology providers and discuss different forms of perceived value, spanning economic, green and epistemic value. Design/methodology/approach This paper develops a distinctive research design, drawing on elements of the value-based adoption and technology acceptance models. By linking different elements of perceived value with IoT technology, the authors also apply the service-dominant logic to this study. They study how trust affects perceived value and risk and then determine how perceived value and risk, in turn, affect IoT adoption. The authors test the hypotheses by developing a structural equation model to analyze the results of a survey, wherein 492 farmers from Iowa, the USA, participated. Findings The results show a positive relationship between trust and perceived value and a negative relationship between trust and perceived risk. Perceived value had a positive impact on IoT adoption, whereas perceived risk had a negative impact on IoT adoption. Practical implications The research findings on trust and perceived value and risk are timely and relevant for business-to-business (B2B) marketing practitioners and agricultural stakeholders, especially in an era where farmers are expressing growing concerns about data handling risk posed by IoT technology adoption. Originality/value The research findings signal a transition in focus from the goods-dominant logic to the service-dominant logic in agriculture, whereby farmers are drawn to IoT technology because of perceived economic, green and epistemic value and as a result, can differentiate themselves on how well they deploy operant resources. This paper not only provides a unique conceptualization of perceived value but also pave the way for a richer conceptualization of IoT core functions that enable farmers to fulfill green and epistemic goals. This is the first B2B marketing paper discussing the antecedents of IoT adoption in agriculture, such as farmers’ perceptions of both monetary and non-monetary forms of value and perceived data handling risk.
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