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What if you are managed by the algorithm? Effects of trust in and knowledge of a ride-hailing platform on drivers’ job performance through a social exchange perspective

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TitleInfo
Title
What if you are managed by the algorithm? Effects of trust in and knowledge of a ride-hailing platform on drivers’ job performance through a social exchange perspective
Name (type = personal)
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Zhang
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Bulin
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Bulin Zhang
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author
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Liu
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Xiangmin
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Advisory Committee
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chair
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Kraimer
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Maria
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Maria Kraimer
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Advisory Committee
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member
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Feng
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Jie
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Jie Feng
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Advisory Committee
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member
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van Jaarsveld
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Danielle
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Danielle van Jaarsveld
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Advisory Committee
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Rutgers University
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degree grantor
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School of Graduate Studies
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theses
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2023
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2023-05
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2023
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English
Abstract (type = abstract)
A ride-hailing platform has revolutionized how services are conducted and exchanged in the taxi industry. With technology and customers replacing supervisory control, the ride-hailing work is unique in terms of having multiple partners interacting with each other for value proposition. With a multi-party characteristic identified, I argue that some of the previous research is limited in terms of its emphasis on dyadic exchanges or a discussion focused on the sole function of the platform without integration. As such, it’s still unclear how a platform has transformed and thus impacted our understanding of work exchanges in the ride-hailing work. To address this question, by integrating generalized exchange theory (e.g., Bearman, 1997) with studies of platform work, I propose that ride-hailing services can be best characterized as a triangular exchange mediated by platform technology. Although this type of work has been promoted to enhance work efficiency (Mäntymäki et al., 2019), it brings risks of non-indirect reciprocity and opportunities of free riding to drivers. To address these concerns, I argue that drivers can either trust a platform’s governance of the multilateral exchange or take strategies to combat information asymmetry by gaining knowledge of the platform. By doing so, drivers’ perceptions of a multi-party psychological contract violation can be affected, which, in turn, determines their job performance. To test my hypotheses, I conducted a field investigation using objective performance data obtained from organizational archives and survey data collected from 341 ride-hailing drivers over a 4-month period. My results provide some support for my predictions. I discuss theoretical and practical implications, limitations, as well as future directions.
Subject (authority = RUETD)
Topic
Management
Subject (authority = RUETD)
Topic
Organizational behavior
Subject (authority = LCSH)
Topic
Shared taxi services
Subject (authority = LCSH)
Topic
Taxicab drivers
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Rutgers University Electronic Theses and Dissertations
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http://dissertations.umi.com/gsnb.rutgers:12408
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179 pages
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Ph.D.
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Includes bibliographical references
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School of Graduate Studies Electronic Theses and Dissertations
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rucore10001600001
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Identifier (type = doi)
doi:10.7282/t3-28mc-8r08
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Rights

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The author owns the copyright to this work.
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Name
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Zhang
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Bulin
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Permission or license
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2023-04-27T16:45:56
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Bulin Zhang
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Rutgers University. School of Graduate Studies
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Author Agreement License
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I hereby grant to the Rutgers University Libraries and to my school the non-exclusive right to archive, reproduce and distribute my thesis or dissertation, in whole or in part, and/or my abstract, in whole or in part, in and from an electronic format, subject to the release date subsequently stipulated in this submittal form and approved by my school. I represent and stipulate that the thesis or dissertation and its abstract are my original work, that they do not infringe or violate any rights of others, and that I make these grants as the sole owner of the rights to my thesis or dissertation and its abstract. I represent that I have obtained written permissions, when necessary, from the owner(s) of each third party copyrighted matter to be included in my thesis or dissertation and will supply copies of such upon request by my school. I acknowledge that RU ETD and my school will not distribute my thesis or dissertation or its abstract if, in their reasonable judgment, they believe all such rights have not been secured. I acknowledge that I retain ownership rights to the copyright of my work. I also retain the right to use all or part of this thesis or dissertation in future works, such as articles or books.
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2023-04-27
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2025-04-27
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Access to this PDF has been restricted at the author's request. It will be publicly available after April 27, 2025.
Copyright
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Copyright protected
Availability
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Open
Reason
Permission or license
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