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This study aims to argue that user’s continued use behavior is contingent upon two perceptions (i.e. the app and the provider). This study examines the moderating effects of user’s perceptions of apps and providers on the effects of security and privacy concerns and investigate whether assurance mechanisms decrease such concerns.

This study conducts a scenario-based survey with 694 mobile cloud computing (MCC) app users to understand their perceptions and behaviors.

This study finds that while perceived value of data transfer to the cloud moderates the effects of security and privacy concerns on continued use behavior, trust only moderates the effect of privacy concerns. This study also finds that perceived effectiveness of security and privacy intervention impacts privacy concerns but does not decrease security concerns.

Prior mobile app studies mainly focused on mobile apps and did not investigate the perceptions of app providers along with app features in the same study. Furthermore, International Organization for Standardization 27018 certification and privacy policy notification are the interventions that exhibit data assurance mechanisms. However, it is unknown whether these interventions are able to decrease users’ security and privacy concerns after using MCC apps.

Business model innovation (BMI) has been posited as essential for both new and existing digital business, as they commonly operate in competitive and fast-moving markets with limited entry barriers. However, it is highlighted within the literature that the understanding of how BMI contributes to business success and how new digital ventures develop competitive advantage is still unclear. This study aims to address this lacuna by exploring how young Chinese digital businesses develop and innovate their business models to survive in fast-moving and competitive markets.

This research adopted a multiple case study design, with qualitative data being collected from the founders of five Chinese digital businesses, to develop an understanding of the evolution of their business models and BMI from their inception.

The findings add support for the contention that BMI can play an important role and is beneficial in the success of such new digital ventures in highly competitive environments. The founders attribute their success to a willingness for continued BMI, an openness to new opportunities, developing customer relationships and continuous iteration.

This research addresses calls to further the authors’ understanding of how BMI contributes to business success and how new digital ventures develop competitive advantage by exploring the BMI of five highly successful digital businesses from their inception.