Uncovering the dark side of the sharing economy from a provider's perspective: a bibliometric systematic review

PurposeDespite a growing body of research focusing on the dark side of sharing economy development, arguments are fragmented and incomplete. This study aims to address the gap by integrating existing viewpoints based on a provider's perspective.Design/methodology/approachThis study conducted a bibliometric analysis using text mining and clustering algorithm techniques to measure the scope of scientific output on this topic and identify the main research themes.FindingsThrough the bibliometric analysis, this study developed an integrative framework based on the platform providers' internal management issues and external conflicts with consumers, society, government regulations and traditional business. It also identified significant gaps within each research theme and proposed a future research agenda.Originality/valueSharing economy development has not yet been fully understood and regulated, leading to unprecedented challenges to existing business systems. The study addresses knowledge gaps and advances the understanding of the dark side of the sharing economy based on the provider's internal management and interplay with external forces. It offers a roadmap for future research to advance understanding of the "hidden" dark side of the sharing economy.