TY - JOUR U1 - Zeitschriftenartikel, wissenschaftlich - begutachtet (reviewed) A1 - Stevens, Gunnar A1 - Bossauer, Paul T1 - Who do you trust: Peers or Technology? A conjoint analysis about computational reputation mechanisms JF - Reports of the European Society for Socially Embedded Technologies N2 - Peer-to-peer sharing platforms are taking over an increasingly important role in the platform economy due to their sustainable business model. By sharing private goods and services, the challenge arises to build trust between peers online mostly without any kind of physical presence. Peer rating has been proven as an important mechanism. In this paper, we explore the concept called Trust Score, a computational rating mechanism adopted from car telematics, which can play a similar role in carsharing. For this purpose, we conducted a conjoint analysis where 77 car owners chose between fictitious user profiles. Our results show that in our experiment the telemetric-based score slightly outperforms the peer rating in the decision process, while the participants perceived the peer rating more helpful in retrospect. Further, we discuss potential benefits with regard to existing shortcomings of user rating, but also various concerns that should be considered in concepts like telemetric-based reputation mechanism that supplements existing trust factors such as user ratings. SN - 2510-2591 SS - 2510-2591 U6 - https://doi.org/10.18420/ecscw2020_ep01 DO - https://doi.org/10.18420/ecscw2020_ep01 VL - 4 IS - 1 PB - European Society for Socially Embedded Technologies (EUSSET) ER -