Loading…

Asymmetrical Influences of Service Robots’ Perceived Performance on Overall Customer Satisfaction: An Empirical Investigation Leveraging Online Reviews

Service scholars seem to have empirically overlooked the impact of service robots in the overall customer evaluation of tourism services. This study addresses this gap by leveraging three-factor theory and electronic Word-Of-Mouth data to assess human-robot interaction’ influence on customer satisfa...

Full description

Saved in:
Bibliographic Details
Published in:Journal of travel research 2024-05, Vol.63 (5), p.1086-1111
Main Authors: Borghi, Matteo, Mariani, Marcello M.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c412t-e70eceaa4946607bcb562575715e7da7ec2876a54438cdc4d6153d929650f1333
cites cdi_FETCH-LOGICAL-c412t-e70eceaa4946607bcb562575715e7da7ec2876a54438cdc4d6153d929650f1333
container_end_page 1111
container_issue 5
container_start_page 1086
container_title Journal of travel research
container_volume 63
creator Borghi, Matteo
Mariani, Marcello M.
description Service scholars seem to have empirically overlooked the impact of service robots in the overall customer evaluation of tourism services. This study addresses this gap by leveraging three-factor theory and electronic Word-Of-Mouth data to assess human-robot interaction’ influence on customer satisfaction. Text analytics are deployed alongside a penalty-reward contrast technique on almost 70,000 online reviews spanning 44 hotels worldwide that incorporated service robots into their operations. Customer satisfaction with hospitality services is significantly increased by positive service robots’ performance, while no significant effect is associated with negative service robots’ performance. The traveler type does not moderate the relationship between service robots’ performance and customer satisfaction. These findings, confirmed through Propensity Score Matching, reveal that service robots constitute an “excitement factor” in hospitality service offerings, thus providing a strong incentive for their integration into the workforce. Policymakers are urged to proactively facilitate the transition to a more automated service economy.
doi_str_mv 10.1177/00472875231190610
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_journals_3031575151</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sage_id>10.1177_00472875231190610</sage_id><sourcerecordid>3031575151</sourcerecordid><originalsourceid>FETCH-LOGICAL-c412t-e70eceaa4946607bcb562575715e7da7ec2876a54438cdc4d6153d929650f1333</originalsourceid><addsrcrecordid>eNp1Uc1KAzEQDqJg_XkAbwHPWzObTWK9lVK1UKj4c17S7GyJ7CY12a705mv09XwSd6niQTzNwPc3w0fIBbAhgFJXjGUqvVYi5QAjJoEdkAEIkSZSSX5IBj2e9IRjchLjK2MMMg4DshvHbV1jE6zRFZ25stqgMxipL-kThtYapI9-6Zv4-bGjDxgM2haLfit9qHXHpd7RRYtBVxWdbGLjawz0STc2lto01rsbOnZ0Wq_tT0iLsbEr3WN0jr10Zd2KLlxlXReHrcX3eEaOSl1FPP-ep-Tldvo8uU_mi7vZZDxPTAZpk6BiaFDrbJRJydTSLIVMhRIKBKpCKzTd11KLLOPXpjBZIUHwYpSOpGAlcM5PyeXedx3826a7LH_1m-C6yJwzDp0VCOhYsGeZ4GMMWObrYGsdtjmwvG8g_9NApxnuNVGv8Nf1f8EX0W2I1A</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>3031575151</pqid></control><display><type>article</type><title>Asymmetrical Influences of Service Robots’ Perceived Performance on Overall Customer Satisfaction: An Empirical Investigation Leveraging Online Reviews</title><source>Sage Journals Online</source><creator>Borghi, Matteo ; Mariani, Marcello M.</creator><creatorcontrib>Borghi, Matteo ; Mariani, Marcello M.</creatorcontrib><description>Service scholars seem to have empirically overlooked the impact of service robots in the overall customer evaluation of tourism services. This study addresses this gap by leveraging three-factor theory and electronic Word-Of-Mouth data to assess human-robot interaction’ influence on customer satisfaction. Text analytics are deployed alongside a penalty-reward contrast technique on almost 70,000 online reviews spanning 44 hotels worldwide that incorporated service robots into their operations. Customer satisfaction with hospitality services is significantly increased by positive service robots’ performance, while no significant effect is associated with negative service robots’ performance. The traveler type does not moderate the relationship between service robots’ performance and customer satisfaction. These findings, confirmed through Propensity Score Matching, reveal that service robots constitute an “excitement factor” in hospitality service offerings, thus providing a strong incentive for their integration into the workforce. Policymakers are urged to proactively facilitate the transition to a more automated service economy.</description><identifier>ISSN: 0047-2875</identifier><identifier>EISSN: 1552-6763</identifier><identifier>DOI: 10.1177/00472875231190610</identifier><language>eng</language><publisher>Los Angeles, CA: SAGE Publications</publisher><subject>Customer satisfaction ; Hotels &amp; motels ; Robots ; Tourism</subject><ispartof>Journal of travel research, 2024-05, Vol.63 (5), p.1086-1111</ispartof><rights>The Author(s) 2023</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c412t-e70eceaa4946607bcb562575715e7da7ec2876a54438cdc4d6153d929650f1333</citedby><cites>FETCH-LOGICAL-c412t-e70eceaa4946607bcb562575715e7da7ec2876a54438cdc4d6153d929650f1333</cites><orcidid>0000-0002-7916-2576</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925,79364</link.rule.ids></links><search><creatorcontrib>Borghi, Matteo</creatorcontrib><creatorcontrib>Mariani, Marcello M.</creatorcontrib><title>Asymmetrical Influences of Service Robots’ Perceived Performance on Overall Customer Satisfaction: An Empirical Investigation Leveraging Online Reviews</title><title>Journal of travel research</title><description>Service scholars seem to have empirically overlooked the impact of service robots in the overall customer evaluation of tourism services. This study addresses this gap by leveraging three-factor theory and electronic Word-Of-Mouth data to assess human-robot interaction’ influence on customer satisfaction. Text analytics are deployed alongside a penalty-reward contrast technique on almost 70,000 online reviews spanning 44 hotels worldwide that incorporated service robots into their operations. Customer satisfaction with hospitality services is significantly increased by positive service robots’ performance, while no significant effect is associated with negative service robots’ performance. The traveler type does not moderate the relationship between service robots’ performance and customer satisfaction. These findings, confirmed through Propensity Score Matching, reveal that service robots constitute an “excitement factor” in hospitality service offerings, thus providing a strong incentive for their integration into the workforce. Policymakers are urged to proactively facilitate the transition to a more automated service economy.</description><subject>Customer satisfaction</subject><subject>Hotels &amp; motels</subject><subject>Robots</subject><subject>Tourism</subject><issn>0047-2875</issn><issn>1552-6763</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>AFRWT</sourceid><recordid>eNp1Uc1KAzEQDqJg_XkAbwHPWzObTWK9lVK1UKj4c17S7GyJ7CY12a705mv09XwSd6niQTzNwPc3w0fIBbAhgFJXjGUqvVYi5QAjJoEdkAEIkSZSSX5IBj2e9IRjchLjK2MMMg4DshvHbV1jE6zRFZ25stqgMxipL-kThtYapI9-6Zv4-bGjDxgM2haLfit9qHXHpd7RRYtBVxWdbGLjawz0STc2lto01rsbOnZ0Wq_tT0iLsbEr3WN0jr10Zd2KLlxlXReHrcX3eEaOSl1FPP-ep-Tldvo8uU_mi7vZZDxPTAZpk6BiaFDrbJRJydTSLIVMhRIKBKpCKzTd11KLLOPXpjBZIUHwYpSOpGAlcM5PyeXedx3826a7LH_1m-C6yJwzDp0VCOhYsGeZ4GMMWObrYGsdtjmwvG8g_9NApxnuNVGv8Nf1f8EX0W2I1A</recordid><startdate>20240501</startdate><enddate>20240501</enddate><creator>Borghi, Matteo</creator><creator>Mariani, Marcello M.</creator><general>SAGE Publications</general><general>SAGE PUBLICATIONS, INC</general><scope>AFRWT</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0002-7916-2576</orcidid></search><sort><creationdate>20240501</creationdate><title>Asymmetrical Influences of Service Robots’ Perceived Performance on Overall Customer Satisfaction: An Empirical Investigation Leveraging Online Reviews</title><author>Borghi, Matteo ; Mariani, Marcello M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c412t-e70eceaa4946607bcb562575715e7da7ec2876a54438cdc4d6153d929650f1333</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Customer satisfaction</topic><topic>Hotels &amp; motels</topic><topic>Robots</topic><topic>Tourism</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Borghi, Matteo</creatorcontrib><creatorcontrib>Mariani, Marcello M.</creatorcontrib><collection>SAGE Open Access Journals</collection><collection>CrossRef</collection><jtitle>Journal of travel research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Borghi, Matteo</au><au>Mariani, Marcello M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Asymmetrical Influences of Service Robots’ Perceived Performance on Overall Customer Satisfaction: An Empirical Investigation Leveraging Online Reviews</atitle><jtitle>Journal of travel research</jtitle><date>2024-05-01</date><risdate>2024</risdate><volume>63</volume><issue>5</issue><spage>1086</spage><epage>1111</epage><pages>1086-1111</pages><issn>0047-2875</issn><eissn>1552-6763</eissn><abstract>Service scholars seem to have empirically overlooked the impact of service robots in the overall customer evaluation of tourism services. This study addresses this gap by leveraging three-factor theory and electronic Word-Of-Mouth data to assess human-robot interaction’ influence on customer satisfaction. Text analytics are deployed alongside a penalty-reward contrast technique on almost 70,000 online reviews spanning 44 hotels worldwide that incorporated service robots into their operations. Customer satisfaction with hospitality services is significantly increased by positive service robots’ performance, while no significant effect is associated with negative service robots’ performance. The traveler type does not moderate the relationship between service robots’ performance and customer satisfaction. These findings, confirmed through Propensity Score Matching, reveal that service robots constitute an “excitement factor” in hospitality service offerings, thus providing a strong incentive for their integration into the workforce. Policymakers are urged to proactively facilitate the transition to a more automated service economy.</abstract><cop>Los Angeles, CA</cop><pub>SAGE Publications</pub><doi>10.1177/00472875231190610</doi><tpages>26</tpages><orcidid>https://orcid.org/0000-0002-7916-2576</orcidid><oa>free_for_read</oa></addata></record>
fulltext fulltext
identifier ISSN: 0047-2875
ispartof Journal of travel research, 2024-05, Vol.63 (5), p.1086-1111
issn 0047-2875
1552-6763
language eng
recordid cdi_proquest_journals_3031575151
source Sage Journals Online
subjects Customer satisfaction
Hotels & motels
Robots
Tourism
title Asymmetrical Influences of Service Robots’ Perceived Performance on Overall Customer Satisfaction: An Empirical Investigation Leveraging Online Reviews
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-26T07%3A12%3A58IST&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=Asymmetrical%20Influences%20of%20Service%20Robots%E2%80%99%20Perceived%20Performance%20on%20Overall%20Customer%20Satisfaction:%20An%20Empirical%20Investigation%20Leveraging%20Online%20Reviews&rft.jtitle=Journal%20of%20travel%20research&rft.au=Borghi,%20Matteo&rft.date=2024-05-01&rft.volume=63&rft.issue=5&rft.spage=1086&rft.epage=1111&rft.pages=1086-1111&rft.issn=0047-2875&rft.eissn=1552-6763&rft_id=info:doi/10.1177/00472875231190610&rft_dat=%3Cproquest_cross%3E3031575151%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c412t-e70eceaa4946607bcb562575715e7da7ec2876a54438cdc4d6153d929650f1333%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=3031575151&rft_id=info:pmid/&rft_sage_id=10.1177_00472875231190610&rfr_iscdi=true