基于信任的挑战对食物分享平台用户满意度的影响:一种文本挖掘方法

IF 12.9 1区 管理学 Q1 BUSINESS
Ben Krishna , Praveen Puram
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引用次数: 0

摘要

食物浪费是一个紧迫的道德和环境挑战。三分之一的粮食被浪费,30亿人处于粮食不安全状态。在线粮食共享平台能够在社区一级重新分配剩余粮食。尽管这些平台非常有益,但由于包括信任在内的多重挑战,这些平台的使用率并不高。由于利益相关者对食物分享应用的信任对于维持他们的赞助至关重要,本研究试图通过混合方法研究获得基于信任的挑战,并评估其对用户满意度的影响。使用主题建模,我们首先分析了来自流行美食分享应用程序的用户评论,以确定影响用户体验的八个挑战。然后,这些挑战与基于认知的信任、基于经验的信任和基于个性的信任的维度保持一致。此外,使用线性回归制定和测试假设,以评估这些挑战对用户体验的影响。本研究探讨了与可持续发展目标(sdg)相关的粮食浪费和粮食不安全主题:可持续发展目标2(零饥饿)和可持续发展目标12(负责任的消费和生产)。虽然现有文献中已经探讨了一些挑战,但其他挑战是本研究独有的,例如缺乏最佳体验,信息质量,感知隐私和机会主义。这些发现通过分析世界范围内的用户体验和评估与信任相关的挑战,从而对现有的主要探讨激励因素的文献做出了贡献,并对“信任”方面进行了粗略的关注。此外,这项研究为政策制定提供了信息,以解决用户的信任问题,从而提高食物共享应用程序的采用率。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The impact of trust-based challenges on user satisfaction in food sharing platforms: A text mining approach
Food waste is a pressing ethical and environmental challenge. One-third of all food produced is wasted, while 3 billion people are food insecure. Online food-sharing platforms enable the redistribution of surplus food at a community level. Though highly beneficial, these platforms have not witnessed high usage due to multiple challenges, which includes trust. As stakeholders' trust in food-sharing apps is essential to maintain their patronage, this study attempts to obtain trust-based challenges and assess their impact on user satisfaction through a mixed-method study. Using topic modeling, user reviews from popular food-sharing apps are first analyzed to identify eight challenges that impact user experience. These challenges are then aligned with the dimensions of cognition-based trust, experience-based trust, and personality-oriented trust. Further, hypotheses are formulated and tested using linear regression to assess the impact of these challenges on user experience. This study addresses the topics of food waste and food insecurity, which are related to Sustainable Development Goals (SDGs): SDG-2 (Zero hunger) and SDG-12 (Responsible consumption and production). While some challenges have been explored in the extant literature, others are unique to this study, such as the lack of optimal experience, information quality, perceived privacy, and opportunism. These findings contribute to the food-sharing literature by analyzing user experiences worldwide and assesses trust-related challenges, thereby improving upon the extant literature which mainly explores the motivators, and has a cursory focus on the aspect of ‘trust’. Also, this study informs policy development to address users' trust concerns, thus enhancing food-sharing apps' adoption.
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来源期刊
CiteScore
21.30
自引率
10.80%
发文量
813
期刊介绍: Technological Forecasting and Social Change is a prominent platform for individuals engaged in the methodology and application of technological forecasting and future studies as planning tools, exploring the interconnectedness of social, environmental, and technological factors. In addition to serving as a key forum for these discussions, we offer numerous benefits for authors, including complimentary PDFs, a generous copyright policy, exclusive discounts on Elsevier publications, and more.
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