Driving human–robot value co-creation in hospitality: the role of artificial empathy
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In studies on human-AI co-creation or comparisons between two co-creation types, the need to belong has rarely been directly investigated or has been treated only as a mediating variable.
“However, in studies on human–AI co-creation or comparisons between two co-creation types, while many have examined social motivational factors such as trust (Daly et al., 2025), empathy (Zhu et al., 2025; Qian and Wan, 2025), reliance (Siemon et al., 2025) and commitment feeling (Wang et al., 2025), the need to belong, although a fundamental social motivation, has rarely been directly investigated”
From From humans to AI: understanding why AI is perceived as the preferred co-creation partner (2025) · cites this paper as Zhu et al., 2025
Cites
(2013) · Cited by 44,563 · see citing works
Evolving to a New Dominant Logic for Marketing
Vargo, S. L., & Lusch, R. F. (2004) · Journal of Marketing · doi:10.1509/jmkg.68.1.1.24036 · Cited by 14,779 · see citing works
A Social Information Processing Approach to Job Attitudes and Task Design
Salancik, G. R., & Pfeffer, J. (1978) · Administrative Science Quarterly · doi:10.2307/2392563 · Cited by 5,567 · see citing works
Assessing measurement model quality in PLS-SEM using confirmatory composite analysis
Hair, J. F., Howard, M. C., & Nitzl, C. (2020) · Journal of Business Research · doi:10.1016/j.jbusres.2019.11.069 · Cited by 5,446 · see citing works
A Short Scale for Measuring Loneliness in Large Surveys: Results From Two Population-Based Studies
Hughes, M. E., Waite, L. J., Hawkley, L. C., & Cacioppo, J. T. (2004) · Research on Aging · doi:10.1177/0164027504268574 · Cited by 4,781 · see citing works
Universal dimensions of social cognition: warmth and competence
Fiske, S. T., Cuddy, A. J. C., & Glick, P. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2006.11.005 · Cited by 4,567 · see citing works
Artificial intelligence in service
Huang, M.-H., & Rust, R. T. (2018) · Journal of Service Research · doi:10.1177/1094670517752459 · Cited by 3,978 · see citing works
The social psychology of telecommunications
Gray, G. (1977) · Telecommunications Policy · doi:10.1016/0308-5961(77)90016-7 · Cited by 3,486 · see citing works
A survey of socially interactive robots
Fong, T., Nourbakhsh, I., & Dautenhahn, K. (2003) · Robotics and Autonomous Systems · doi:10.1016/s0921-8890(02)00372-x · Cited by 3,162 · see citing works
On value and value co-creation: A service systems and service logic perspective
Vargo, S. L., Maglio, P. P., & Akaka, M. A. (2008) · European Management Journal · doi:10.1016/j.emj.2008.04.003 · Cited by 3,151 · see citing works
How artificial intelligence will change the future of marketing
Davenport, T., Guha, A., Grewal, D., & Bressgott, T. (2020) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-019-00696-0 · Cited by 2,875 · see citing works
Brave new world: service robots in the frontline
Wirtz, J., Patterson, P. G., Kunz, W. H., Gruber, T., Lu, V. N., Paluch, S., & Martins, A. (2018) · Journal of Service Management · doi:10.1108/josm-04-2018-0119 · Cited by 2,315 · see citing works
Dabholkar, P. A., & Bagozzi, R. P. (2002) · Journal of the Academy of Marketing Science · doi:10.1177/0092070302303001 · Cited by 1,898 · see citing works
Consumers acceptance of artificially intelligent (AI) device use in service delivery
Gursoy, D., Chi, O. H., Lu, L., & Nunkoo, R. (2019) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2019.03.008 · Cited by 1,437 · see citing works
van Doorn, J., Mende, M., Noble, S. M., Hulland, J., Ostrom, A. L., Grewal, D., & Petersen, J. A. (2017) · Journal of Service Research · doi:10.1177/1094670516679272 · Cited by 1,344 · see citing works
Mende, M., Scott, M. L., van Doorn, J., Grewal, D., & Shanks, I. (2019) · Journal of Marketing Research · doi:10.1177/0022243718822827 · Cited by 1,197 · see citing works
Engaged to a Robot? The Role of AI in Service
Huang, M.-H., & Rust, R. T. (2021) · Journal of Service Research · doi:10.1177/1094670520902266 · Cited by 1,185 · see citing works
Luo, X., Tong, S., Fang, Z., & Qu, Z. (2019) · Marketing Science · doi:10.1287/mksc.2019.1192 · Cited by 1,027 · see citing works
Developing and validating a service robot integration willingness scale
Lu, L., Cai, R., & Gursoy, D. (2019) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2019.01.005 · Cited by 1,013 · see citing works
Roehrich, G. (2002) · Journal of Business Research · doi:10.1016/s0148-2963(02)00311-9 · Cited by 759 · see citing works
Qiu, L., & Benbasat, I. (2009) · Journal of Management Information Systems · doi:10.2753/mis0742-1222250405 · Cited by 737 · see citing works
Scholl‐Grissemann, U., & Stokburger-Sauer, N. E. (2012) · Tourism Management · doi:10.1016/j.tourman.2012.02.002 · Cited by 714 · see citing works
In the shades of the uncanny valley: An experimental study of human–chatbot interaction
Ciechanowski, L., Przegalińska, A., Magnuski, M., & Gloor, P. A. (2018) · Future Generation Computer Systems · doi:10.1016/j.future.2018.01.055 · Cited by 680 · see citing works
Sony, M., & Naik, S. S. (2020) · Technology in Society · doi:10.1016/j.techsoc.2020.101248 · Cited by 664 · see citing works
Lee, K. M., Peng, W., Jin, S.-A., & Yan, C. (2006) · Journal of Communication · doi:10.1111/j.1460-2466.2006.00318.x · Cited by 647 · see citing works
de Kervenoael, R., Hasan, R., Schwob, A., & Goh, E. (2019) · Tourism Management · doi:10.1016/j.tourman.2019.104042 · Cited by 646 · see citing works
Trust in humanoid robots: implications for services marketing
van Pinxteren, M. M. E., Wetzels, R. W. H., Rüger, J., Pluymaekers, M., & Wetzels, M. G. M. (2019) · Journal of Services Marketing · doi:10.1108/jsm-01-2018-0045 · Cited by 544 · see citing works
To Err Is Human(-oid): How Do Consumers React to Robot Service Failure and Recovery?
Choi, S., Mattila, A. S., & Bolton, L. E. (2021) · Journal of Service Research · doi:10.1177/1094670520978798 · Cited by 502 · see citing works
Bulchand‐Gidumal, J., William, E., O’Connor, P., & Buhalis, D. (2023) · Current Issues in Tourism · doi:10.1080/13683500.2023.2229480 · Cited by 466 · see citing works
Liu-Thompkins, Y., Okazaki, S., & Li, H. (2022) · Journal of the Academy of Marketing Science · doi:10.1007/s11747-022-00892-5 · Cited by 441 · see citing works
Enhancing hospitality experience with service robots: the mediating role of rapport building
Qiu, H., Li, M., Shu, B., & Bai, B. (2019) · Journal of Hospitality Marketing & Management · doi:10.1080/19368623.2019.1645073 · Cited by 413 · see citing works
Progress on robotics in hospitality and tourism: a review of the literature
Ivanov, S. H., Ulrike Gretzel, B., Berezina, K., Σιγάλα, Μ., & Webster, C. (2019) · Journal of Hospitality and Tourism Technology · doi:10.1108/jhtt-08-2018-0087 · Cited by 403 · see citing works
Belanche, D., Casaló, L. V., Schepers, J., & Flavián, C. (2021) · Psychology and Marketing · doi:10.1002/mar.21532 · Cited by 402 · see citing works
On the Role of Empathy in Customer-Employee Interactions
Wieseke, J., Geigenmüller, A., & Kraus, F. (2012) · Journal of Service Research · doi:10.1177/1094670512439743 · Cited by 400 · see citing works
Lin, H., Chi, O. H., & Gürsoy, D. (2019) · Journal of Hospitality Marketing & Management · doi:10.1080/19368623.2020.1685053 · Cited by 388 · see citing works
Robotics for Customer Service: A Useful Complement or an Ultimate Substitute?
Xiao, L., & Kumar, V. (2019) · Journal of Service Research · doi:10.1177/1094670519878881 · Cited by 366 · see citing works
Lv, X., Yang, Y., Qin, D., Cao, X., & Xu, H. (2021) · Computers in Human Behavior · doi:10.1016/j.chb.2021.106993 · Cited by 353 · see citing works
Multifaceted trust in tourism service robots
Park, S. (2020) · Annals of Tourism Research · doi:10.1016/j.annals.2020.102888 · Cited by 315 · see citing works
Yoganathan, V., Osburg, V., Kunz, W. H., & Toporowski, W. (2021) · Tourism Management · doi:10.1016/j.tourman.2021.104309 · Cited by 312 · see citing works
Collier, J. E., & Kimes, S. E. (2012) · Journal of Service Research · doi:10.1177/1094670512458454 · Cited by 305 · see citing works
Customers’ acceptance of artificially intelligent service robots: The influence of trust and culture
Chi, O. H., Chi, C. G.-Q., Gürsoy, D., & Nunkoo, R. (2023) · International Journal of Information Management · doi:10.1016/j.ijinfomgt.2023.102623 · Cited by 293 · see citing works
The Design and Activation of Self-Regulating Work Groups
Pearce, J. A., & Ravlin, E. C. (1987) · Human Relations · doi:10.1177/001872678704001104 · Cited by 283 · see citing works
Someone out there? A study on the social presence of anthropomorphized chatbots
Konya-Baumbach, E., Biller, M., & von Janda, S. (2023) · Computers in Human Behavior · doi:10.1016/j.chb.2022.107513 · Cited by 283 · see citing works
Replaced by a Robot: Service Implications in the Age of the Machine
McLeay, F., Osburg, V., Yoganathan, V., & Patterson, A. (2020) · Journal of Service Research · doi:10.1177/1094670520933354 · Cited by 280 · see citing works
Why Would I Use This in My Home? A Model of Domestic Social Robot Acceptance
de Graaf, M. M. A., Allouch, S. B., & van Dijk, J. A. G. M. (2017) · Human-Computer Interaction · doi:10.1080/07370024.2017.1312406 · Cited by 255 · see citing works
Soo, S. (2020) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-01-2020-0046 · Cited by 253 · see citing works
Customer value co-creation in the hospitality and tourism industry: a systematic literature review
de Carvalho, P. M. F. M., & Alves, H. (2022) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-12-2021-1528 · Cited by 248 · see citing works
Artificial intelligence: an overview of research trends and future directions
Gürsoy, D., & Cai, R. (2024) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-03-2024-0322 · Cited by 244 · see citing works
Leveraging “human-likeness” of robotic service at restaurants
Lu, L., Zhang, P., & Zhang, T. (2021) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2020.102823 · Cited by 243 · see citing works
Robot with humanoid hands cooks food better?
Zhu, D. H., & Chang, Y. P. (2020) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-10-2019-0904 · Cited by 236 · see citing works
The impact of value co-creation on hotel brand equity and customer satisfaction
González-Mansilla, O. L., Contrí, G. B., & Cantallops, A. S. (2019) · Tourism Management · doi:10.1016/j.tourman.2019.04.024 · Cited by 235 · see citing works
Value of social robots in services: social cognition perspective
Čaić, M., Mahr, D., & Odekerken‐Schröder, G. (2019) · Journal of Services Marketing · doi:10.1108/jsm-02-2018-0080 · Cited by 233 · see citing works
Zhang, J.-B., Chen, Q., Lu, J.-D., Wang, X., Liu, L.-N., & Feng, Y.-Q. (2023) · Tourism Management · doi:10.1016/j.tourman.2023.104835 · Cited by 223 · see citing works
Hotspot crowding and over-tourism: Antecedents of destination attractiveness
Jacobsen, J. K. S., Iversen, N. M., & Hem, L. E. (2019) · Annals of Tourism Research · doi:10.1016/j.annals.2019.02.011 · Cited by 217 · see citing works
Service robots or human staff: How social crowding shapes tourist preferences
Hou, Y., Zhang, K., & Li, G. (2020) · Tourism Management · doi:10.1016/j.tourman.2020.104242 · Cited by 189 · see citing works
Rasoolimanesh, S. M., Wang, M., Roldán, J. L., & Kunasekaran, P. (2021) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2021.07.013 · Cited by 173 · see citing works
Why Presence Occurs: Evolutionary Psychology, Media Equation, and Presence
Lee, K. M. (2004) · PRESENCE Virtual and Augmented Reality · doi:10.1162/1054746041944830 · Cited by 171 · see citing works
Conservative When Crowded: Social Crowding and Consumer Choice
Maeng, A., Tanner, R. J., & Soman, D. (2013) · Journal of Marketing Research · doi:10.1509/jmr.12.0118 · Cited by 170 · see citing works
The Influence of Social Crowding on Brand Attachment
Huang, X., Huang, Z., & Wyer, R. S. (2017) · Journal of Consumer Research · doi:10.1093/jcr/ucx087 · Cited by 152 · see citing works
The impact of perceived crowding on customer satisfaction
Zehrer, A., & Raich, F. (2016) · Journal of Hospitality and Tourism Management · doi:10.1016/j.jhtm.2016.06.007 · Cited by 150 · see citing works
Asada, M. (2014) · International Journal of Social Robotics · doi:10.1007/s12369-014-0253-z · Cited by 148 · see citing works
Should Anthropomorphized Brands Engage Customers? The Impact of Social Crowding on Brand Preferences
Puzakova, M., & Kwak, H. (2017) · Journal of Marketing · doi:10.1509/jm.16.0211 · Cited by 145 · see citing works
The (Fe)male Robot: How Robot Body Shape Impacts First Impressions and Trust Towards Robots
Bernotat, J., Eyssel, F., & Sachse, J. (2019) · International Journal of Social Robotics · doi:10.1007/s12369-019-00562-7 · Cited by 142 · see citing works
Automated social presence in AI: Avoiding consumer psychological tensions to improve service value
Flavián, C., Belk, R. W., Belanche, D., & Casaló, L. V. (2024) · Journal of Business Research · doi:10.1016/j.jbusres.2024.114545 · Cited by 122 · see citing works
Bagozzi, R. P., Brady, M. K., & Huang, M. (2022) · Journal of Service Research · doi:10.1177/10946705221118579 · Cited by 118 · see citing works
Avatar Design of Virtual Salespeople: Mitigation of Recommendation Conflicts
Lin, Y., Doong, H., & Eisingerich, A. B. (2020) · Journal of Service Research · doi:10.1177/1094670520964872 · Cited by 116 · see citing works
Role of trust in customer attitude and behaviour formation towards social service robots
Corte, V. D., Sepe, F., Gürsoy, D., & Prisco, A. (2023) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2023.103587 · Cited by 115 · see citing works
Antecedents of human-robot collaboration: theoretical extension of the technology acceptance model
Parvez, M. O., Araslı, H., Öztüren, A., Lodhi, R. N., & Ongsakul, V. (2022) · Journal of Hospitality and Tourism Technology · doi:10.1108/jhtt-09-2021-0267 · Cited by 109 · see citing works
Drivers and resources of customer co-creation: A scenario-based case in the restaurant industry
Im, J., & Qu, H. (2017) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2017.03.007 · Cited by 106 · see citing works
Yin, D., Li, M., & Qiu, H. (2023) · Tourism Management · doi:10.1016/j.tourman.2023.104745 · Cited by 102 · see citing works
Kim, T., & Song, H. (2021) · Telematics and Informatics · doi:10.1016/j.tele.2021.101595 · Cited by 101 · see citing works
Are consumers more attracted to restaurants featuring humanoid or non-humanoid service robots?
Huang, H., & Liu, S. Q. (2022) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2022.103310 · Cited by 94 · see citing works
The Impact of Crowding on Calorie Consumption
Hock, S. J., & Bagchi, R. (2017) · Journal of Consumer Research · doi:10.1093/jcr/ucx088 · Cited by 93 · see citing works
Xu, K. (2019) · New Media & Society · doi:10.1177/1461444819851479 · Cited by 87 · see citing works
Xie, L., Liu, C., & Li, D. (2022) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2022.103271 · Cited by 86 · see citing works
Self-citationEvans, G. W., RHEE, E., FORBES, C., Allen, K., & Lepore, S. J. (2000) · Journal of Environmental Psychology · doi:10.1006/jevp.1999.0174 · Cited by 85 · see citing works
Robovie as a Mascot: A Qualitative Study for Long-Term Presence of Robots in a Shopping Mall
Sabelli, A. M., & Kanda, T. (2015) · International Journal of Social Robotics · doi:10.1007/s12369-015-0332-9 · Cited by 81 · see citing works
Why not eat alone? The effect of other consumers on solo dining intentions and the mechanism
Her, E., & Seo, S. (2017) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2017.10.019 · Cited by 81 · see citing works
Collaboration and Learning Processes in Value Co-Creation: A Destination Perspective
Melis, G., McCabe, S., Atzeni, M., & Chiappa, G. D. (2022) · Journal of Travel Research · doi:10.1177/00472875211070349 · Cited by 76 · see citing works
Fan, H., Han, B., & Wang, W. (2023) · Journal of Travel Research · doi:10.1177/00472875231201505 · Cited by 74 · see citing works
Customer and employee co-creation of radical service innovations
Melton, H. L., & Hartline, M. D. (2015) · Journal of Services Marketing · doi:10.1108/jsm-02-2014-0048 · Cited by 63 · see citing works
The AI empathy effect: a mechanism of emotional contagion
Liu, W., Zhang, S., Zhang, T., Gu, Q., Wei, H., & Zhu, Y. (2024) · Journal of Hospitality Marketing & Management · doi:10.1080/19368623.2024.2315954 · Cited by 63 · see citing works
Tourists and AI: A political ideology perspective
van Esch, P., Cui, Y. G., Das, G., Jain, S. P., & Wirtz, J. (2022) · Annals of Tourism Research · doi:10.1016/j.annals.2022.103471 · Cited by 62 · see citing works
Liu, C., & Xie, L. (2023) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2023.103566 · Cited by 52 · see citing works
Self-citationXue, N., Liu, X., Wan, L. C., et al. (2023) · Tourism Management · doi:10.1016/j.tourman.2023.104839 · Cited by 49 · see citing works
Tourists’ Value Co-Creation With Service Robots: Antecedents and Mechanisms
Lin, V. S., Zhang, X., Ren, Y., Huang, W., & Xiao, H. (2023) · Journal of Hospitality & Tourism Research · doi:10.1177/10963480231197091 · Cited by 45 · see citing works
Huang, Y., & Gürsoy, D. (2024) · International Journal of Contemporary Hospitality Management · doi:10.1108/ijchm-11-2023-1800 · Cited by 40 · see citing works
Song, M., & Noone, B. M. (2017) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2017.06.005 · Cited by 38 · see citing works
Liao, X., Zheng, Y.-H., Shi, G. J., & Bu, H. (2024) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2024.123377 · Cited by 34 · see citing works
The future is now? Consumers' paradoxical expectations of human-like service robots
Zhu, T., Lin, Z., & Liu, X. (2023) · Technological Forecasting and Social Change · doi:10.1016/j.techfore.2023.122830 · Cited by 33 · see citing works
Self-citationZhu, J., Jiang, Y., Wang, X., & Huang, S. (2023) · Journal of Research in Interactive Marketing · doi:10.1108/jrim-01-2022-0007 · Cited by 30 · see citing works
Digital booking services: comparing online with phone reservation services
Schaarschmidt, M., & Höber, B. (2017) · Journal of Services Marketing · doi:10.1108/jsm-04-2016-0145 · Cited by 26 · see citing works
Xie, L., Liu, C., Li, Y., & Zhu, T. (2023) · Journal of Retailing and Consumer Services · doi:10.1016/j.jretconser.2023.103448 · Cited by 23 · see citing works
Self-citationMedian split, k-group split, and optimality in continuous populations
Knüppel, L., & Hermsen, O. (2010) · AStA Advances in Statistical Analysis · doi:10.1007/s10182-010-0122-5 · Cited by 19 · see citing works
Liu, C., Zhang, L., Liu, X., Liang, S., & Zhu, T. (2024) · International Journal of Hospitality Management · doi:10.1016/j.ijhm.2024.104017 · Cited by 19 · see citing works
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From humans to AI: understanding why AI is perceived as the preferred co-creation partner
Liu, Y., Yang, Y., & Xu, H. (2025) · Frontiers in Psychology · doi:10.3389/fpsyg.2025.1695532 · Cited by 10 · see citing works
- Authors
- Zhu, T., Xie, L., & Liu, C.
- Affiliations
- Foshan University (CN)
- Sun Yat-sen University (CN)
- Huaqiao University (CN)
- Corresponding author
- Xie, Lishan
- Liu, Canmian
- Venue
- International Journal of Hospitality Management
- Publisher
- Elsevier BV
- Published
- 2025-04
- Volume
- 126
- Pages
- 104075
- ISSN
- 0278-4319 (ISSN-L)
- OpenAlex
- W4405857357
- Cited by
- 27
- References
- 95
- Citations by year
- 2026: 19 · 2025: 8
- FWCI
- 3.98
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- Locations
- International Journal of Hospitality Management (publishedVersion)
- Funders
- Guangdong Planning Office of Philosophy and Social Science (GD24YGL21)
- Jinan Office of Philosophy and Social Science
- National Natural Science Foundation of China (72402036, 72072187)
- Topics
- Physical Sciences › Computer Science › Artificial Intelligence › AI in Service Interactions
- Social Sciences › Business, Management and Accounting › Marketing › Service and Product Innovation
- Social Sciences › Psychology › Social Psychology › Social Robot Interaction and HRI
- Keywords
- human-robot interaction, value co-creation, artificial empathy, service robots, hospitality industry, social presence, customer experience
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