Behind the Review Curtain: Decomposition of Online Consumer Ratings in Peer-to-Peer Markets

Peer-to-peer markets are especially suitable for the analysis of online ratings as they represent two-sided markets that match buyers to sellers and thus lead to reduced scope for opportunistic behavior. We decompose the online ratings by focusing on the customer’s decision-making process in a leadi...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Sustainability 2020-08, Vol.12 (15), p.6185
1. Verfasser: Kaimann, Daniel
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue 15
container_start_page 6185
container_title Sustainability
container_volume 12
creator Kaimann, Daniel
description Peer-to-peer markets are especially suitable for the analysis of online ratings as they represent two-sided markets that match buyers to sellers and thus lead to reduced scope for opportunistic behavior. We decompose the online ratings by focusing on the customer’s decision-making process in a leading peer-to-peer ridesharing platform. Using data from the leading peer-to-peer ridesharing platform BlaBlaCar, we analyze 17,584 users registered between 2004 and 2014 and their online ratings focusing on the decomposition of the explicit determinants reflecting the variance of online ratings. We find clear evidence to suggest that a driver’s attitude towards music, pets, smoking, and conversation has a significantly positive influence on his received online ratings. However, we also show that the interaction of female drivers and their attitude towards pets has a significantly negative effect on average ratings.
doi_str_mv 10.3390/su12156185
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_crossref_primary_10_3390_su12156185</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2430304574</sourcerecordid><originalsourceid>FETCH-LOGICAL-c295t-2365ae1852b5db07fbaa315a511d9b79809d08108b2748ed8236ffbff90209c13</originalsourceid><addsrcrecordid>eNpNkE9LAzEQxYMoWGovfoKAN2F1kmy6G29a_0KlUvTkYcnuTmxqm9Qkq_jt3VJB5_Kbw3szj0fIMYMzIRScx45xJseslHtkwKFgGQMJ-__2QzKKcQn9CMEUGw_I6xUurGtpWiCd46fFLzrpQtLWXdBrbPx646NN1jvqDZ25lXVIJ97Fbo2BznWy7i1S6-gTYsiSz7akjzq8Y4pH5MDoVcTRL4fk5fbmeXKfTWd3D5PLadZwJVPGxVhq7FPzWrY1FKbWWjCpJWOtqgtVgmqhZFDWvMhLbMveYExtjAIOqmFiSE52dzfBf3QYU7X0XXD9y4rnAgTkssh71elO1QQfY0BTbYJd6_BdMai2_VV__YkfosNhMg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2430304574</pqid></control><display><type>article</type><title>Behind the Review Curtain: Decomposition of Online Consumer Ratings in Peer-to-Peer Markets</title><source>MDPI - Multidisciplinary Digital Publishing Institute</source><source>EZB-FREE-00999 freely available EZB journals</source><creator>Kaimann, Daniel</creator><creatorcontrib>Kaimann, Daniel</creatorcontrib><description>Peer-to-peer markets are especially suitable for the analysis of online ratings as they represent two-sided markets that match buyers to sellers and thus lead to reduced scope for opportunistic behavior. We decompose the online ratings by focusing on the customer’s decision-making process in a leading peer-to-peer ridesharing platform. Using data from the leading peer-to-peer ridesharing platform BlaBlaCar, we analyze 17,584 users registered between 2004 and 2014 and their online ratings focusing on the decomposition of the explicit determinants reflecting the variance of online ratings. We find clear evidence to suggest that a driver’s attitude towards music, pets, smoking, and conversation has a significantly positive influence on his received online ratings. However, we also show that the interaction of female drivers and their attitude towards pets has a significantly negative effect on average ratings.</description><identifier>ISSN: 2071-1050</identifier><identifier>EISSN: 2071-1050</identifier><identifier>DOI: 10.3390/su12156185</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Attitudes ; Car pools ; Consumers ; Decision making ; Decomposition ; Hotels &amp; motels ; Internet ; Literature reviews ; Pets ; Product reviews ; Ratings &amp; rankings ; Reputations ; Social networks ; Studies ; Sustainability</subject><ispartof>Sustainability, 2020-08, Vol.12 (15), p.6185</ispartof><rights>2020. This work is licensed under http://creativecommons.org/licenses/by/3.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c295t-2365ae1852b5db07fbaa315a511d9b79809d08108b2748ed8236ffbff90209c13</citedby><cites>FETCH-LOGICAL-c295t-2365ae1852b5db07fbaa315a511d9b79809d08108b2748ed8236ffbff90209c13</cites><orcidid>0000-0001-8430-2310</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Kaimann, Daniel</creatorcontrib><title>Behind the Review Curtain: Decomposition of Online Consumer Ratings in Peer-to-Peer Markets</title><title>Sustainability</title><description>Peer-to-peer markets are especially suitable for the analysis of online ratings as they represent two-sided markets that match buyers to sellers and thus lead to reduced scope for opportunistic behavior. We decompose the online ratings by focusing on the customer’s decision-making process in a leading peer-to-peer ridesharing platform. Using data from the leading peer-to-peer ridesharing platform BlaBlaCar, we analyze 17,584 users registered between 2004 and 2014 and their online ratings focusing on the decomposition of the explicit determinants reflecting the variance of online ratings. We find clear evidence to suggest that a driver’s attitude towards music, pets, smoking, and conversation has a significantly positive influence on his received online ratings. However, we also show that the interaction of female drivers and their attitude towards pets has a significantly negative effect on average ratings.</description><subject>Attitudes</subject><subject>Car pools</subject><subject>Consumers</subject><subject>Decision making</subject><subject>Decomposition</subject><subject>Hotels &amp; motels</subject><subject>Internet</subject><subject>Literature reviews</subject><subject>Pets</subject><subject>Product reviews</subject><subject>Ratings &amp; rankings</subject><subject>Reputations</subject><subject>Social networks</subject><subject>Studies</subject><subject>Sustainability</subject><issn>2071-1050</issn><issn>2071-1050</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpNkE9LAzEQxYMoWGovfoKAN2F1kmy6G29a_0KlUvTkYcnuTmxqm9Qkq_jt3VJB5_Kbw3szj0fIMYMzIRScx45xJseslHtkwKFgGQMJ-__2QzKKcQn9CMEUGw_I6xUurGtpWiCd46fFLzrpQtLWXdBrbPx646NN1jvqDZ25lXVIJ97Fbo2BznWy7i1S6-gTYsiSz7akjzq8Y4pH5MDoVcTRL4fk5fbmeXKfTWd3D5PLadZwJVPGxVhq7FPzWrY1FKbWWjCpJWOtqgtVgmqhZFDWvMhLbMveYExtjAIOqmFiSE52dzfBf3QYU7X0XXD9y4rnAgTkssh71elO1QQfY0BTbYJd6_BdMai2_VV__YkfosNhMg</recordid><startdate>20200801</startdate><enddate>20200801</enddate><creator>Kaimann, Daniel</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>4U-</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0001-8430-2310</orcidid></search><sort><creationdate>20200801</creationdate><title>Behind the Review Curtain: Decomposition of Online Consumer Ratings in Peer-to-Peer Markets</title><author>Kaimann, Daniel</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c295t-2365ae1852b5db07fbaa315a511d9b79809d08108b2748ed8236ffbff90209c13</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Attitudes</topic><topic>Car pools</topic><topic>Consumers</topic><topic>Decision making</topic><topic>Decomposition</topic><topic>Hotels &amp; motels</topic><topic>Internet</topic><topic>Literature reviews</topic><topic>Pets</topic><topic>Product reviews</topic><topic>Ratings &amp; rankings</topic><topic>Reputations</topic><topic>Social networks</topic><topic>Studies</topic><topic>Sustainability</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kaimann, Daniel</creatorcontrib><collection>CrossRef</collection><collection>University Readers</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Sustainability</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kaimann, Daniel</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Behind the Review Curtain: Decomposition of Online Consumer Ratings in Peer-to-Peer Markets</atitle><jtitle>Sustainability</jtitle><date>2020-08-01</date><risdate>2020</risdate><volume>12</volume><issue>15</issue><spage>6185</spage><pages>6185-</pages><issn>2071-1050</issn><eissn>2071-1050</eissn><abstract>Peer-to-peer markets are especially suitable for the analysis of online ratings as they represent two-sided markets that match buyers to sellers and thus lead to reduced scope for opportunistic behavior. We decompose the online ratings by focusing on the customer’s decision-making process in a leading peer-to-peer ridesharing platform. Using data from the leading peer-to-peer ridesharing platform BlaBlaCar, we analyze 17,584 users registered between 2004 and 2014 and their online ratings focusing on the decomposition of the explicit determinants reflecting the variance of online ratings. We find clear evidence to suggest that a driver’s attitude towards music, pets, smoking, and conversation has a significantly positive influence on his received online ratings. However, we also show that the interaction of female drivers and their attitude towards pets has a significantly negative effect on average ratings.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/su12156185</doi><orcidid>https://orcid.org/0000-0001-8430-2310</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 2071-1050
ispartof Sustainability, 2020-08, Vol.12 (15), p.6185
issn 2071-1050
2071-1050
language eng
recordid cdi_crossref_primary_10_3390_su12156185
source MDPI - Multidisciplinary Digital Publishing Institute; EZB-FREE-00999 freely available EZB journals
subjects Attitudes
Car pools
Consumers
Decision making
Decomposition
Hotels & motels
Internet
Literature reviews
Pets
Product reviews
Ratings & rankings
Reputations
Social networks
Studies
Sustainability
title Behind the Review Curtain: Decomposition of Online Consumer Ratings in Peer-to-Peer Markets
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-07T13%3A39%3A54IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Behind%20the%20Review%20Curtain:%20Decomposition%20of%20Online%20Consumer%20Ratings%20in%20Peer-to-Peer%20Markets&rft.jtitle=Sustainability&rft.au=Kaimann,%20Daniel&rft.date=2020-08-01&rft.volume=12&rft.issue=15&rft.spage=6185&rft.pages=6185-&rft.issn=2071-1050&rft.eissn=2071-1050&rft_id=info:doi/10.3390/su12156185&rft_dat=%3Cproquest_cross%3E2430304574%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2430304574&rft_id=info:pmid/&rfr_iscdi=true