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Fighting bias with bias: How same-race endorsements reduce racial discrimination on Airbnb

Recent studies have documented racial discrimination in online interactions, mirroring the historic bias observed offline. The sharing economy is especially vulnerable due to greater dependence on mutual trust in sharing a ride, residence, or date with a stranger. These services rely on user recomme...

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Detalles Bibliográficos
Autores principales: Park, Minsu, Yu, Chao, Macy, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Association for the Advancement of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908016/
https://www.ncbi.nlm.nih.gov/pubmed/36753550
http://dx.doi.org/10.1126/sciadv.add2315
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author Park, Minsu
Yu, Chao
Macy, Michael
author_facet Park, Minsu
Yu, Chao
Macy, Michael
author_sort Park, Minsu
collection PubMed
description Recent studies have documented racial discrimination in online interactions, mirroring the historic bias observed offline. The sharing economy is especially vulnerable due to greater dependence on mutual trust in sharing a ride, residence, or date with a stranger. These services rely on user recommendations to build trust, but the effects of these peer evaluations on racial bias are only beginning to be explored. Using data from Airbnb, we examine in-group preference for same-race hosts as well as same-race recommendations. The unexpected result is that these two manifestations of racial bias are offsetting, not reinforcing. White guests largely overcame their racial bias in host selection when hosts were endorsed by previous white guests. Moreover, we found no evidence of racial bias in the affective enthusiasm of endorsements, which suggests that the preference for same-race endorsements is motivated by the race of the recommender, not the content of the recommendation.
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spelling pubmed-99080162023-02-09 Fighting bias with bias: How same-race endorsements reduce racial discrimination on Airbnb Park, Minsu Yu, Chao Macy, Michael Sci Adv Social and Interdisciplinary Sciences Recent studies have documented racial discrimination in online interactions, mirroring the historic bias observed offline. The sharing economy is especially vulnerable due to greater dependence on mutual trust in sharing a ride, residence, or date with a stranger. These services rely on user recommendations to build trust, but the effects of these peer evaluations on racial bias are only beginning to be explored. Using data from Airbnb, we examine in-group preference for same-race hosts as well as same-race recommendations. The unexpected result is that these two manifestations of racial bias are offsetting, not reinforcing. White guests largely overcame their racial bias in host selection when hosts were endorsed by previous white guests. Moreover, we found no evidence of racial bias in the affective enthusiasm of endorsements, which suggests that the preference for same-race endorsements is motivated by the race of the recommender, not the content of the recommendation. American Association for the Advancement of Science 2023-02-08 /pmc/articles/PMC9908016/ /pubmed/36753550 http://dx.doi.org/10.1126/sciadv.add2315 Text en Copyright © 2023 The Authors, some rights reserved; exclusive licensee American Association for the Advancement of Science. No claim to original U.S. Government Works. Distributed under a Creative Commons Attribution NonCommercial License 4.0 (CC BY-NC). https://creativecommons.org/licenses/by-nc/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution-NonCommercial license (https://creativecommons.org/licenses/by-nc/4.0/) , which permits use, distribution, and reproduction in any medium, so long as the resultant use is not for commercial advantage and provided the original work is properly cited.
spellingShingle Social and Interdisciplinary Sciences
Park, Minsu
Yu, Chao
Macy, Michael
Fighting bias with bias: How same-race endorsements reduce racial discrimination on Airbnb
title Fighting bias with bias: How same-race endorsements reduce racial discrimination on Airbnb
title_full Fighting bias with bias: How same-race endorsements reduce racial discrimination on Airbnb
title_fullStr Fighting bias with bias: How same-race endorsements reduce racial discrimination on Airbnb
title_full_unstemmed Fighting bias with bias: How same-race endorsements reduce racial discrimination on Airbnb
title_short Fighting bias with bias: How same-race endorsements reduce racial discrimination on Airbnb
title_sort fighting bias with bias: how same-race endorsements reduce racial discrimination on airbnb
topic Social and Interdisciplinary Sciences
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9908016/
https://www.ncbi.nlm.nih.gov/pubmed/36753550
http://dx.doi.org/10.1126/sciadv.add2315
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