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...
Saved in:
Published in: | Journal of travel research 2024-05, Vol.63 (5), p.1086-1111 |
---|---|
Main Authors: | , |
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 & 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 & 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 & 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 |