Is transparency the new green? How business model transparency influences digital service adoption
通过实地实验和结构方程模型，研究了商业模式透明度如何影响用户对数字服务的采纳决策，发现透明度不直接影响采纳意愿，但从不透明转向透明会降低采纳意愿，对管理者有启示。
The proliferation of data-driven business models raises privacy concerns, as users often perceive a lack of transparency in how companies use their data. This study explores how business model transparency (and the absence of it) influences users' decisions to adopt a digital service. We propose a model grounded in rational choice theory, tested through multigroup structural equation modeling. Data were collected through a field experiment that exposed users to two different mock-ups characterized by varying levels of transparency related to data usage. The results show that the level of transparency does not directly influence users' willingness to adopt the service. Switching from a transparent to an opaque data-driven business model negatively affects users' willingness to adopt a service. Such findings remark on the users’ service adoption decision-making process criteria, which are highly influenced by perceived data usage transparency. Consequently, this study introduces a user perspective on data-driven business models. It conveys to managers the importance of transparency when business models are grounded in data-driven strategies and data exploitation.