relation: https://khub.utp.edu.my/scholars/14390/ title: The effects of on-and before-journey advantages using ride-sourcing in Indonesia creator: Rizki, M. creator: Joewono, T.B. creator: Dharmowijoyo, D.B.E. creator: Prasetyanto, D. description: This paper explores the effects of on-journey (i.e., waiting and travel time reliability, driver quality), before-journey (i.e., service coverage, application quality, fare, etc.), and multi-tasking advantages when using ride-sourcing, the perceived usefulness of ride-sourcing and, in turn, the frequency of usage. Assuming a structural form without any reciprocal effects, the modified Structural Equation Model is used. This study collected data from 497 ride-sourcing users in Bandung city in 2018. As expected, ride-sourcing users who appreciate the usefulness of ride-sourcing services correlate with a higher frequency of use. This study found that situational variables or variables related to travel and built environment conditions (e.g., on-journey advantages, built environment, and travel characteristics) play a role in keeping travellers using the services. This study confirms that multi-tasking is not a reason for ride-sourcing users to use the services more often. Moreover, those who previously used motorcycles and car-based ride-sourcing (CBRS) are more loyal travellers than car, public transport users, and motorcycle-based-ride-sourcing (MBRS) users, respectively. © 2021 by the authors. Licensee MDPI, Basel, Switzerland. publisher: MDPI date: 2021 type: Article type: PeerReviewed identifier: Rizki, M. and Joewono, T.B. and Dharmowijoyo, D.B.E. and Prasetyanto, D. (2021) The effects of on-and before-journey advantages using ride-sourcing in Indonesia. Sustainability (Switzerland), 13 (19). ISSN 20711050 relation: https://www.scopus.com/inward/record.uri?eid=2-s2.0-85117201773&doi=10.3390%2fsu131911117&partnerID=40&md5=a9256282cf001b44712cf42fd6c1460c relation: 10.3390/su131911117 identifier: 10.3390/su131911117