{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,13]],"date-time":"2026-04-13T20:03:54Z","timestamp":1776110634269,"version":"3.50.1"},"reference-count":114,"publisher":"MDPI AG","issue":"4","license":[{"start":{"date-parts":[[2023,4,13]],"date-time":"2023-04-13T00:00:00Z","timestamp":1681344000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Bavarian Research Institute for Digital Transformation (bidt)"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computers"],"abstract":"<jats:p>Social patterns and roles can develop when users talk to intelligent voice assistants (IVAs) daily. The current study investigates whether users assign different roles to devices and how this affects their usage behavior, user experience, and social perceptions. Since social roles take time to establish, we equipped 106 participants with Alexa or Google assistants and some smart home devices and observed their interactions for nine months. We analyzed diverse subjective (questionnaire) and objective data (interaction data). By combining social science and data science analyses, we identified two distinct clusters\u2014users who assigned a friendship role to IVAs over time and users who did not. Interestingly, these clusters exhibited significant differences in their usage behavior, user experience, and social perceptions of the devices. For example, participants who assigned a role to IVAs attributed more friendship to them used them more frequently, reported more enjoyment during interactions, and perceived more empathy for IVAs. In addition, these users had distinct personal requirements, for example, they reported more loneliness. This study provides valuable insights into the role-specific effects and consequences of voice assistants. Recent developments in conversational language models such as ChatGPT suggest that the findings of this study could make an important contribution to the design of dialogic human\u2013AI interactions.<\/jats:p>","DOI":"10.3390\/computers12040077","type":"journal-article","created":{"date-parts":[[2023,4,13]],"date-time":"2023-04-13T04:33:26Z","timestamp":1681360406000},"page":"77","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["Long-Term Effects of Perceived Friendship with Intelligent Voice Assistants on Usage Behavior, User Experience, and Social Perceptions"],"prefix":"10.3390","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3052-7172","authenticated-orcid":false,"given":"Carolin","family":"Wienrich","sequence":"first","affiliation":[{"name":"Institute Human-Computer-Media, Psychology of Intelligent Interactive Systems, University of Wuerzburg, Oswald-K\u00fclpe-Weg 82, 97074 Wuerzburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2206-2715","authenticated-orcid":false,"given":"Astrid","family":"Carolus","sequence":"additional","affiliation":[{"name":"Institute Human-Computer-Media, Media Psychology, University of Wuerzburg, Oswald-K\u00fclpe-Weg 82, 97074 Wuerzburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0632-6397","authenticated-orcid":false,"given":"Andr\u00e9","family":"Markus","sequence":"additional","affiliation":[{"name":"Institute Human-Computer-Media, Psychology of Intelligent Interactive Systems, University of Wuerzburg, Oswald-K\u00fclpe-Weg 82, 97074 Wuerzburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9615-2532","authenticated-orcid":false,"given":"Yannik","family":"Augustin","sequence":"additional","affiliation":[{"name":"Institute Human-Computer-Media, Media Psychology, University of Wuerzburg, Oswald-K\u00fclpe-Weg 82, 97074 Wuerzburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan","family":"Pfister","sequence":"additional","affiliation":[{"name":"Data Science, Institute for Computer Sciences, University of Wuerzburg, 97074 Wuerzburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andreas","family":"Hotho","sequence":"additional","affiliation":[{"name":"Data Science, Institute for Computer Sciences, University of Wuerzburg, 97074 Wuerzburg, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2023,4,13]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"349","DOI":"10.1093\/iwc\/iwz016","article-title":"The state of speech in HCI: Trends, themes and challenges","volume":"31","author":"Clark","year":"2019","journal-title":"Interact. Comput."},{"key":"ref_2","unstructured":"Dunn, J. (2023, February 23). Virtual assistants like Siri and Alexa look poised to explode. Available online: https:\/\/www.businessinsider.com\/virtual-assistants-siri-alexa-growth-chart-2016-8."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"315","DOI":"10.1016\/j.chb.2018.08.048","article-title":"Should AI-Based, conversational digital assistants employ social-or task-oriented interaction style? A task-competency and reciprocity perspective for older adults","volume":"90","author":"Chattaraman","year":"2019","journal-title":"Comput. Hum. Behav."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"106412","DOI":"10.1016\/j.chb.2020.106412","article-title":"Can an intelligent personal assistant (IPA) be your friend? Para-friendship development mechanism between IPAs and their users","volume":"111","author":"Ki","year":"2020","journal-title":"Comput. Hum. Behav."},{"key":"ref_5","doi-asserted-by":"crossref","unstructured":"Liu, N., and Pu, Q. (2020, January 19\u201324). Can Smart Voice Assistant Induce Social Facilitation Effect? A Preliminary Study. Proceedings of the International Conference on Human-Computer Interaction, Copenhagen, Denmark.","DOI":"10.1007\/978-3-030-49788-0_47"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"682982","DOI":"10.3389\/fcomp.2021.682982","article-title":"\u2018Alexa, I feel for you!\u2019 Observers\u2019 empathetic reactions towards a conversational agent","volume":"46","author":"Carolus","year":"2021","journal-title":"Front. Comput. Sci."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"685250","DOI":"10.3389\/fcomp.2021.685250","article-title":"The Trustworthiness of Voice Assistants in the Context of Healthcare Investigating the Effect of Perceived Expertise on the Trustworthiness of Voice Assistants, Providers, Data Receivers, and Automatic Speech Recognition","volume":"53","author":"Wienrich","year":"2021","journal-title":"Front. Comput. Sci."},{"key":"ref_8","doi-asserted-by":"crossref","unstructured":"Wu, S., He, S., Peng, Y., Li, W., Zhou, M., and Guan, D. (2019, January 23\u201325). An empirical study on expectation of relationship between human and smart devices\u2014With smart speaker as an example. Proceedings of the Fourth International Conference on Data Science in Cyberspace (DSC), Hangzhou, China.","DOI":"10.1109\/DSC.2019.00090"},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"16","DOI":"10.1016\/S0262-4079(16)32318-1","article-title":"Home invasion","volume":"232","author":"Turk","year":"2016","journal-title":"New Sci."},{"key":"ref_10","doi-asserted-by":"crossref","unstructured":"Purington, A., Taft, J.G., Sannon, S., Bazarova, N.N., and Taylor, S.H. (2017, January 6\u201311). \u201cAlexa is my new BFF\u201d Social Roles, User Satisfaction, and Personification of the Amazon Echo. Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems, Denver, CO, USA.","DOI":"10.1145\/3027063.3053246"},{"key":"ref_11","doi-asserted-by":"crossref","unstructured":"Voit, A., Niess, J., Eckerth, C., Ernst, M., Weing\u00e4rtner, H., and Wo\u017aniak, P.W. (2020, January 22\u201325). \u2018It\u2019s not a romantic relationship\u2019: Stories of Adoption and Abandonment of Smart Speakers at Home. Proceedings of the 19th International Conference on Mobile and Ubiquitous Multimedia, Essen, Germany.","DOI":"10.1145\/3428361.3428469"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3264901","article-title":"Understanding the long-term use of smart speaker assistants","volume":"2","author":"Bentley","year":"2018","journal-title":"Proc. ACM Interact. Mob. Wearable Ubiquitous Technol."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"791704","DOI":"10.3389\/fcomp.2022.791704","article-title":"\u201cAlexa, You\u2019re Really Stupid\u201d: A Longitudinal Field Study on Communication Breakdowns Between Family Members and a Voice Assistant","volume":"4","author":"Mavrina","year":"2022","journal-title":"Front. Comput. Sci."},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Carolus, A., and Wienrich, C. (2022, January 4\u20137). Adopting Just Another Digital Assistant or Establishing Social Interactions with a New Friend? Conceptual Research Model of a Long-Term Analysis of First-Time Users\u2019 Adoption and Social Interactions with Smart Speakers. Proceedings of the Mensch und Computer Conference, Darmstadt, Germany.","DOI":"10.1145\/3543758.3547564"},{"key":"ref_15","doi-asserted-by":"crossref","unstructured":"Nass, C., Steuer, J., and Tauber, E.R. (1994, January 24\u201328). Computers are social actors. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Boston, MA, USA.","DOI":"10.1145\/191666.191703"},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1016\/j.chb.2011.09.006","article-title":"Anthropomorphism of computers: Is it mindful or mindless?","volume":"28","author":"Kim","year":"2012","journal-title":"Comput. Hum. Behav."},{"key":"ref_17","doi-asserted-by":"crossref","unstructured":"Frennert, S., Eftring, H., and \u00d6stlund, B. (2013, January 27\u201329). What older people expect of robots: A mixed methods approach. Proceedings of the International Conference on Social Robotics, Bristol, UK.","DOI":"10.1007\/978-3-319-02675-6_3"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"864","DOI":"10.1037\/0033-295X.114.4.864","article-title":"On Seeing Human: A Three-Factor Theory of Anthropomorphism","volume":"114","author":"Epley","year":"2007","journal-title":"Psychol. Rev."},{"key":"ref_19","unstructured":"Russell, S., and Norvig, P. (2020). Artificial Intelligence: A Modern Approach, Pearson Education."},{"key":"ref_20","unstructured":"Reeves, B., and Nass, C. (1996). The media equation: How people treat computers, television, and new media like real people, Cambridge University Press."},{"key":"ref_21","doi-asserted-by":"crossref","first-page":"290","DOI":"10.1016\/j.chb.2018.12.030","article-title":"Impertinent mobiles-Effects of politeness and impoliteness in human-smartphone interaction","volume":"93","author":"Carolus","year":"2019","journal-title":"Comput. Hum. Behav."},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"1761","DOI":"10.1016\/j.chb.2010.07.003","article-title":"CASA, WASA, and the dimensions of us","volume":"26","author":"Prietula","year":"2010","journal-title":"Comput. Hum. Behav."},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"71","DOI":"10.30658\/hmc.1.5","article-title":"Building a stronger CASA: Extending the computers are social actors paradigm","volume":"1","author":"Gambino","year":"2020","journal-title":"Hum.-Mach. Commun."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"304","DOI":"10.1016\/j.chb.2019.01.020","article-title":"Humanizing chatbots: The effects of visual, identity and conversational cues on humanness perceptions","volume":"97","author":"Go","year":"2019","journal-title":"Comput. Hum. Behav."},{"key":"ref_25","unstructured":"Nass, C.I., and Brave, S. (2005). Wired for Speech: How Voice Activates and Advances the Human-Computer Relationship, MIT Press Cambridge."},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Sciuto, A., Saini, A., Forlizzi, J., and Hong, J.I. (2018, January 9\u201313). \u201cHey Alexa, What\u2019s Up?\u201d A Mixed-Methods Studies of In-Home Conversational Agent Usage. Proceedings of the 2018 Designing Interactive Systems Conference, Hong Kong, China.","DOI":"10.1145\/3196709.3196772"},{"key":"ref_27","unstructured":"Couper, M.P., Tourangeau, R., and Steiger, D.M. (April, January 31). Social presence in web surveys. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, Seattle, WA, USA."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/S0747-5632(02)00032-8","article-title":"Humanizing self-administered surveys: Experiments on social presence in web and IVR surveys","volume":"19","author":"Tourangeau","year":"2003","journal-title":"Comput. Hum. Behav."},{"key":"ref_29","unstructured":"Dreitzel, H.P. (1968). Die Gesellschaftlichen Leiden Und Das Leiden an der Gesellschaft. Vorstudien zu Einer Pathologie des Rollenverhaltens, F. Enke Verlag."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"39","DOI":"10.1386\/jgvw.9.1.39_1","article-title":"A model of non-player character believability","volume":"9","author":"Warpefelt","year":"2017","journal-title":"J. Gaming Virtual Worlds"},{"key":"ref_31","unstructured":"Wang, X., Wang, B., Han, G., Zhang, H., and Xie, X. (2021). Perceiving the Future through New Communication Technologies: Robots, AI and Everyday Life, Springer."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"864","DOI":"10.1177\/0272431618791286","article-title":"Good character is what we look for in a friend: Character strengths are positively related to peer acceptance and friendship quality in early adolescents","volume":"39","author":"Wagner","year":"2019","journal-title":"J. Early Adolesc."},{"key":"ref_33","doi-asserted-by":"crossref","first-page":"693","DOI":"10.1080\/0267257X.2019.1596970","article-title":"Servant, friend or master? The relationships users build with voice-controlled smart devices","volume":"35","author":"Schweitzer","year":"2019","journal-title":"J. Mark. Manag."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"106359","DOI":"10.1016\/j.chb.2020.106359","article-title":"Effects of personalization and social role in voice shopping: An experimental study on product recommendation by a conversational voice agent","volume":"109","author":"Rhee","year":"2020","journal-title":"Comput. Hum. Behav."},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"618","DOI":"10.1108\/IMDS-05-2017-0214","article-title":"Understanding adoption of intelligent personal assistants: A parasocial relationship perspective","volume":"118","author":"Han","year":"2018","journal-title":"Ind. Manag. Data Syst."},{"key":"ref_36","doi-asserted-by":"crossref","first-page":"106721","DOI":"10.1016\/j.chb.2021.106721","article-title":"\u201cIn A.I. we trust?\u201d The effects of parasocial interaction and technopian versus luddite ideological views on chatbot-based customer relationship management in the emerging \u201cfeeling economy\u201d","volume":"119","author":"Youn","year":"2021","journal-title":"Comput. Hum. Behav."},{"key":"ref_37","doi-asserted-by":"crossref","first-page":"155","DOI":"10.1111\/j.1468-2958.1985.tb00071.x","article-title":"Loneliness, parasocial interaction, and local television news viewing","volume":"12","author":"Rubin","year":"1985","journal-title":"Hum. Commun. Res."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"215","DOI":"10.1080\/00332747.1956.11023049","article-title":"Mass communication and para-social interaction: Observations on intimacy at a distance","volume":"19","author":"Horton","year":"1956","journal-title":"Psychiatry"},{"key":"ref_39","unstructured":"Meyrowitz, J. (1986). No Sense of Place: The Impact of Electronic Media on Social Behavior, Oxford University Press."},{"key":"ref_40","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1177\/009365027800500202","article-title":"Media interaction","volume":"5","author":"Nordlund","year":"1978","journal-title":"Commun. Res."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"443","DOI":"10.1177\/009365091018004001","article-title":"Psychological predictors of television viewing motivation","volume":"18","author":"Conway","year":"1991","journal-title":"Commun. Res."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1177\/009365097024002001","article-title":"The variable influence of audience activity on media effects","volume":"24","author":"Kim","year":"1997","journal-title":"Commun. Res."},{"key":"ref_43","first-page":"267","article-title":"Hey Alexa: Examining the effect of perceived socialness in usage intentions of AI assistant-enabled smart speaker","volume":"15","author":"Hsieh","year":"2021","journal-title":"J. Res. Interact. Mark."},{"key":"ref_44","first-page":"2","article-title":"Must smart objects look human? Study of the impact of anthropomorphism on the acceptance of companion robots","volume":"31","author":"Goudey","year":"2016","journal-title":"Rech. Et Appl. En Mark. (Engl. Ed.)"},{"key":"ref_45","doi-asserted-by":"crossref","unstructured":"Chowanda, A., Flintham, M., Blanchfield, P., and Valstar, M. (2016, January 20\u201323). Playing with social and emotional game companions. Proceedings of the Intelligent Virtual Agents: 16th International Conference, Los Angeles, CA, USA.","DOI":"10.1007\/978-3-319-47665-0_8"},{"key":"ref_46","doi-asserted-by":"crossref","first-page":"101146","DOI":"10.1016\/j.elerap.2022.101146","article-title":"The role of the humanisation of smart home speakers in the personalisation\u2013privacy paradox","volume":"53","year":"2022","journal-title":"Electron. Commer. Res. Appl."},{"key":"ref_47","doi-asserted-by":"crossref","first-page":"632","DOI":"10.1007\/s11747-020-00762-y","article-title":"Understanding anthropomorphism in service provision: A meta-analysis of physical robots, chatbots, and other AI","volume":"49","author":"Blut","year":"2021","journal-title":"J. Acad. Mark. Sci."},{"key":"ref_48","unstructured":"Cao, C., Zhao, L., and Hu, Y. (2019, January 8\u201312). Anthropomorphism of Intelligent Personal Assistants (IPAs): Antecedents and Consequences. Proceedings of the Pacific Asia Conference on Information Systems (PACIS), Xi\u2019an, China."},{"key":"ref_49","doi-asserted-by":"crossref","unstructured":"Gao, Y., Pan, Z., Wang, H., and Chen, G. (2018, January 8\u201312). Alexa, my love: Analyzing reviews of amazon echo. Proceedings of the 2018 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation, Guangzhou, China.","DOI":"10.1109\/SmartWorld.2018.00094"},{"key":"ref_50","doi-asserted-by":"crossref","first-page":"86","DOI":"10.1016\/j.paid.2018.08.015","article-title":"Does growing up rich and insecure make objects seem more human? Childhood material and social environments interact to predict anthropomorphism","volume":"137","author":"Whelan","year":"2019","journal-title":"Personal. Individ. Differ."},{"key":"ref_51","doi-asserted-by":"crossref","unstructured":"Jones, V.K., Hanus, M., Yan, C., Shade, M.Y., Blaskewicz Boron, J., and Maschieri Bicudo, R. (2021). Reducing Loneliness Among Aging Adults: The Roles of Personal Voice Assistants and Anthropomorphic Interactions. Front. Public Health, 9.","DOI":"10.3389\/fpubh.2021.750736"},{"key":"ref_52","unstructured":"Scherr, S.A., Meier, A., and Cihan, S. (2020). Mensch und Computer 2020-Workshopband, Gesellschaft f\u00fcr Informatik e.V."},{"key":"ref_53","doi-asserted-by":"crossref","first-page":"102413","DOI":"10.1016\/j.ijinfomgt.2021.102413","article-title":"Psychological determinants of users\u2019 adoption and word-of-mouth recommendations of smart voice assistants","volume":"67","author":"Mishra","year":"2022","journal-title":"Int. J. Inf. Manag."},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"102283","DOI":"10.1016\/j.jretconser.2020.102283","article-title":"Humanizing voice assistant: The impact of voice assistant personality on consumers\u2019 attitudes and behaviors","volume":"58","author":"Poushneh","year":"2021","journal-title":"J. Retail. Consum. Serv."},{"key":"ref_55","doi-asserted-by":"crossref","first-page":"81","DOI":"10.1111\/0022-4537.00153","article-title":"Machines and mindlessness: Social responses to computers","volume":"56","author":"Nass","year":"2000","journal-title":"J. Soc. Issues"},{"key":"ref_56","doi-asserted-by":"crossref","unstructured":"Ischen, C., Araujo, T., Voorveld, H., van Noort, G., and Smit, E. (2019, January 19\u201320). Privacy concerns in chatbot interactions. Proceedings of the International Workshop on Chatbot Research and Design, Amsterdam, The Netherlands.","DOI":"10.31235\/osf.io\/j4dha"},{"key":"ref_57","doi-asserted-by":"crossref","first-page":"219","DOI":"10.1007\/s00362-009-0224-x","article-title":"The two-sample t test: Pre-testing its assumptions does not pay off","volume":"52","author":"Rasch","year":"2011","journal-title":"Stat. Pap."},{"key":"ref_58","doi-asserted-by":"crossref","first-page":"449","DOI":"10.1177\/0265407594113010","article-title":"Intimate friendship scale: Conceptual underpinnings, psychometric properties and construct validity","volume":"11","author":"Sharabany","year":"1994","journal-title":"J. Soc. Pers. Relatsh."},{"key":"ref_59","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1002\/(SICI)1097-0266(199606)17:6<441::AID-SMJ819>3.0.CO;2-G","article-title":"The application of cluster analysis in strategic management research: An analysis and critique","volume":"17","author":"Ketchen","year":"1996","journal-title":"Strateg. Manag. J."},{"key":"ref_60","first-page":"651","article-title":"Data clustering: 50 years beyond k-means, pattern recognition letters","volume":"31","author":"Jian","year":"2010","journal-title":"Corrected Proof"},{"key":"ref_61","doi-asserted-by":"crossref","first-page":"411","DOI":"10.1111\/1467-9868.00293","article-title":"Estimating the number of clusters in a data set via the gap statistic","volume":"63","author":"Tibshirani","year":"2001","journal-title":"J. R. Stat. Soc. Ser. B (Stat. Methodol.)"},{"key":"ref_62","unstructured":"Martinez, W.L., Martinez, A.R., and Solka, J. (2017). Exploratory Data Analysis with MATLAB, Chapman and Hall\/CRC."},{"key":"ref_63","unstructured":"Burns, R., and Burns, R.P. (2008). Business Research Methods and Statistics Using SPSS, Sage Publications."},{"key":"ref_64","doi-asserted-by":"crossref","first-page":"38","DOI":"10.1037\/a0030277","article-title":"Development and validation of a social media use integration scale","volume":"2","author":"Wright","year":"2013","journal-title":"Psychol. Pop. Media Cult."},{"key":"ref_65","doi-asserted-by":"crossref","first-page":"243","DOI":"10.1177\/0146167208327216","article-title":"The motivating role of violence in video games","volume":"35","author":"Przybylski","year":"2009","journal-title":"Personal. Soc. Psychol. Bull."},{"key":"ref_66","first-page":"1","article-title":"Qualitative Inhaltsanalyse\u2013Abgrenzungen, Spielarten, Weiterentwicklungen","volume":"20","author":"Mayring","year":"2019","journal-title":"Forum Qual. Soz.\/Forum: Qual. Soc. Res."},{"key":"ref_67","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3381002","article-title":"He is just like me: A study of the long-term use of smart speakers by parents and children","volume":"4","author":"Garg","year":"2020","journal-title":"ACM Interact. Mob. Wearable Ubiquitous Technol."},{"key":"ref_68","unstructured":"Amazon (2023, March 22). Alexa Kennenlernen. Available online: https:\/\/www.amazon.de\/b?ie=UTF8&node=12775495031."},{"key":"ref_69","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3359316","article-title":"\u201cPhantom Friend\u201d or \u201cJust a Box with Information\u201d Personification and Ontological Categorization of Smart Speaker-based Voice Assistants by Older Adults","volume":"3","author":"Pradhan","year":"2019","journal-title":"Proc. ACM Hum.-Comput. Interact."},{"key":"ref_70","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1080\/07370024.2010.500139","article-title":"The inference of perceived usability from beauty","volume":"25","author":"Hassenzahl","year":"2010","journal-title":"Hum.\u2013Comput. Interact."},{"key":"ref_71","unstructured":"Huta, V. (2016). Handbook of Eudaimonic Well-Being, Springer."},{"key":"ref_72","doi-asserted-by":"crossref","first-page":"530","DOI":"10.1080\/10447318.2015.1064664","article-title":"Experience-oriented and product-oriented evaluation: Psychological need fulfillment, positive affect, and product perception","volume":"31","author":"Hassenzahl","year":"2015","journal-title":"Int. J. Hum.-Comput. Interact."},{"key":"ref_73","doi-asserted-by":"crossref","first-page":"735","DOI":"10.1007\/s10902-009-9171-4","article-title":"Pursuing pleasure or virtue: The differential and overlapping well-being benefits of hedonic and eudaimonic motives","volume":"11","author":"Huta","year":"2010","journal-title":"J. Happiness Stud."},{"key":"ref_74","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1080\/07370024.2018.1555481","article-title":"Eudaimonia and hedonia in the design and evaluation of a cooperative game for psychosocial well-being","volume":"35","author":"Seaborn","year":"2020","journal-title":"Hum.\u2013Comput. Interact."},{"key":"ref_75","doi-asserted-by":"crossref","unstructured":"Cho, M., Lee, S.-s., and Lee, K.-P. (2019, January 23\u201328). Once a kind friend is now a thing: Understanding how conversational agents at home are forgotten. Proceedings of the Designing Interactive Systems Conference, San Diego, CA, USA.","DOI":"10.1145\/3322276.3322332"},{"key":"ref_76","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3373759","article-title":"Use of intelligent voice assistants by older adults with low technology use","volume":"27","author":"Pradhan","year":"2020","journal-title":"ACM Trans. Comput.-Hum. Interact. (TOCHI)"},{"key":"ref_77","doi-asserted-by":"crossref","unstructured":"Trajkova, M., and Martin-Hammond, A. (2020, January 25\u201330). \u201cAlexa is a Toy\u201d: Exploring older adults\u2019 reasons for using, limiting, and abandoning echo. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems, Honolulu, HI, USA.","DOI":"10.1145\/3313831.3376760"},{"key":"ref_78","doi-asserted-by":"crossref","first-page":"250","DOI":"10.1016\/j.ijhcs.2012.09.005","article-title":"The influence of empathy in human\u2013robot relations","volume":"71","author":"Leite","year":"2013","journal-title":"Int. J. Hum.-Comput. Stud."},{"key":"ref_79","doi-asserted-by":"crossref","first-page":"3840","DOI":"10.1108\/IJCHM-09-2020-1032","article-title":"Stand by me: Analyzing the tourist\u2013intelligent voice assistant relationship quality","volume":"33","author":"Loureiro","year":"2021","journal-title":"Int. J. Contemp. Hosp. Manag."},{"key":"ref_80","doi-asserted-by":"crossref","first-page":"385","DOI":"10.1515\/COMM.2008.025","article-title":"The PSI-Process Scales. A new measure to assess the intensity and breadth of parasocial processes","volume":"33","author":"Schramm","year":"2008","journal-title":"Communications"},{"key":"ref_81","first-page":"1","article-title":"The game experience questionnaire","volume":"46","author":"IJsselsteijn","year":"2013","journal-title":"Tech. Univ. Eindh."},{"key":"ref_82","unstructured":"Bailenson, J.N., Aharoni, E., Beall, A.C., Guadagno, R.E., Dimov, A., and Blascovich, J. (2004, January 13\u201315). Comparing behavioral and self-report measures of embodied agents\u2019 social presence in immersive virtual environments. Proceedings of the 7th Annual International Workshop on PRESENCE, Valencia, Spain."},{"key":"ref_83","doi-asserted-by":"crossref","first-page":"596","DOI":"10.1037\/0022-3514.63.4.596","article-title":"Inclusion of other in the self scale and the structure of interpersonal closeness","volume":"63","author":"Aron","year":"1992","journal-title":"J. Personal. Soc. Psychol."},{"key":"ref_84","doi-asserted-by":"crossref","first-page":"1508","DOI":"10.1016\/j.chb.2010.05.015","article-title":"Revisiting the uncanny valley theory: Developing and validating an alternative to the Godspeed indices","volume":"26","author":"Ho","year":"2010","journal-title":"Comput. Hum. Behav."},{"key":"ref_85","doi-asserted-by":"crossref","first-page":"1122","DOI":"10.1002\/mar.21497","article-title":"How smart experiences build service loyalty: The importance of consumer love for smart voice assistants","volume":"38","author":"Ferreira","year":"2021","journal-title":"Psychol. Mark."},{"key":"ref_86","doi-asserted-by":"crossref","first-page":"596","DOI":"10.1002\/mar.21441","article-title":"From Amazon. com to Amazon. love: How Alexa is redefining companionship and interdependence for people with special needs","volume":"38","author":"Ramadan","year":"2021","journal-title":"Psychol. Mark."},{"key":"ref_87","unstructured":"Mori, M. (2023, February 23). The uncanny valley: The original essay by Masahiro Mori. Available online: https:\/\/web.ics.purdue.edu\/~drkelly\/MoriTheUncannyValley1970.pdf."},{"key":"ref_88","doi-asserted-by":"crossref","first-page":"973","DOI":"10.1108\/EJM-05-2014-0291","article-title":"Individual difference factors related to anthropomorphic tendency","volume":"50","author":"Letheren","year":"2016","journal-title":"Eur. J. Mark."},{"key":"ref_89","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1016\/S0191-8869(03)00118-1","article-title":"A contemplated revision of the NEO Five-Factor Inventory","volume":"36","author":"McCrae","year":"2004","journal-title":"Personal. Individ. Differ."},{"key":"ref_90","unstructured":"Borkenau, P., and Ostendorf, F. (1993). NEO-F\u00fcnf-Faktoren-Inventar (NEO-FFI) Nach Costa und McCrae: Handanweisung, Hogrefe."},{"key":"ref_91","doi-asserted-by":"crossref","first-page":"582","DOI":"10.1177\/0164027506289723","article-title":"A 6-item scale for overall, emotional, and social loneliness: Confirmatory tests on survey data","volume":"28","author":"Gierveld","year":"2006","journal-title":"Res. Aging"},{"key":"ref_92","doi-asserted-by":"crossref","unstructured":"Griffin, D.W., and Bartholomew, K. (1994). Relationship scales questionnaire. J. Personal. Soc. Psychol.","DOI":"10.1037\/t10182-000"},{"key":"ref_93","unstructured":"Bassler, M. (2001). St\u00f6rungsspezifische Therapieans\u00e4tze \u2013 Konzepte und Ergebnisse, Psychosozial Verlag."},{"key":"ref_94","doi-asserted-by":"crossref","first-page":"135","DOI":"10.3389\/frobt.2018.00135","article-title":"The relationship between extroversion and the tendency to anthropomorphize robots: A Bayesian analysis","volume":"5","author":"Kaplan","year":"2019","journal-title":"Front. Robot. AI"},{"key":"ref_95","doi-asserted-by":"crossref","first-page":"47","DOI":"10.1177\/0963721409359280","article-title":"The darker side of social anxiety: When aggressive impulsivity prevails over shy inhibition","volume":"19","author":"Kashdan","year":"2010","journal-title":"Curr. Dir. Psychol. Sci."},{"key":"ref_96","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1026\/0012-1924\/a000032","article-title":"Psychometrische Eigenschaften zweier Skalen zur Erfassung interindividueller Unterschiede in der Pr\u00e4ferenz zum Alleinsein","volume":"57","author":"Nestler","year":"2011","journal-title":"Diagnostica"},{"key":"ref_97","doi-asserted-by":"crossref","first-page":"981","DOI":"10.1037\/0022-3514.48.4.981","article-title":"The relation of social network and individual difference variables to loneliness","volume":"48","author":"Stokes","year":"1985","journal-title":"J. Personal. Soc. Psychol."},{"key":"ref_98","doi-asserted-by":"crossref","first-page":"386","DOI":"10.1111\/jopy.12397","article-title":"Associations between loneliness and personality are mostly driven by a genetic association with neuroticism","volume":"87","author":"Abdellaoui","year":"2019","journal-title":"J. Personal."},{"key":"ref_99","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1016\/j.tics.2009.06.005","article-title":"Perceived social isolation and cognition","volume":"13","author":"Cacioppo","year":"2009","journal-title":"Trends Cogn. Sci."},{"key":"ref_100","doi-asserted-by":"crossref","first-page":"140","DOI":"10.1037\/0882-7974.21.1.140","article-title":"Loneliness as a specific risk factor for depressive symptoms: Cross-sectional and longitudinal analyses","volume":"21","author":"Cacioppo","year":"2006","journal-title":"Psychol. Aging"},{"key":"ref_101","doi-asserted-by":"crossref","first-page":"143","DOI":"10.1521\/soco.2008.26.2.143","article-title":"When we need a human: Motivational determinants of anthropomorphism","volume":"26","author":"Epley","year":"2008","journal-title":"Soc. Cogn."},{"key":"ref_102","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1089\/cyber.2018.0581","article-title":"Effects of gender and relationship type on the response to artificial intelligence","volume":"22","author":"Kim","year":"2019","journal-title":"Cyberpsychology Behav. Soc. Netw."},{"key":"ref_103","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1016\/j.jbusres.2020.12.051","article-title":"Enhancing chatbot effectiveness: The role of anthropomorphic conversational styles and time orientation","volume":"126","author":"Roy","year":"2021","journal-title":"J. Bus. Res."},{"key":"ref_104","doi-asserted-by":"crossref","unstructured":"Luger, E., and Sellen, A. (7, January 7\u201312). \u201cLike Having a Really Bad PA\u201d The Gulf between User Expectation and Experience of Conversational Agents. Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, San Jose, CA, USA.","DOI":"10.1145\/2858036.2858288"},{"key":"ref_105","unstructured":"OpenAI (2023). GPT-4 Technical Report. arXiv."},{"key":"ref_106","doi-asserted-by":"crossref","first-page":"1","DOI":"10.33022\/ijcs.v12i1.3146","article-title":"Voice Assistant Integrated with Chat GPT","volume":"12","author":"Shafeeg","year":"2023","journal-title":"Indones. J. Comput. Sci."},{"key":"ref_107","doi-asserted-by":"crossref","unstructured":"Rzepka, C., Berger, B., and Hess, T. (2020, January 7\u201310). Why another customer channel? Consumers\u2019 perceived benefits and costs of voice commerce. Proceedings of the 53rd Hawaii International Conference on System Sciences, Honolulu, HI, USA.","DOI":"10.24251\/HICSS.2020.499"},{"key":"ref_108","doi-asserted-by":"crossref","first-page":"101628","DOI":"10.1016\/j.tele.2021.101628","article-title":"\u201cOK, Google, why do I use you?\u201d Motivations, post-consumption evaluations, and perceptions of voice AI assistants","volume":"62","author":"Choi","year":"2021","journal-title":"Telemat. Inform."},{"key":"ref_109","doi-asserted-by":"crossref","unstructured":"Narynov, S., Zhumanov, Z., Gumar, A., Khassanova, M., and Omarov, B. (2021, January 12\u201315). Chatbots and Conversational Agents in Mental Health: A Literature Review. Proceedings of the 2021 21st International Conference on Control, Automation and Systems (ICCAS), Jeju, Republic of Korea.","DOI":"10.23919\/ICCAS52745.2021.9649855"},{"key":"ref_110","doi-asserted-by":"crossref","unstructured":"Striegl, J., Gotthardt, M., Loitsch, C., and Weber, G. (2022). Investigating the Usability of Voice Assistant-Based CBT for Age-Related Depression, Springer International Publishing.","DOI":"10.1007\/978-3-031-08648-9_50"},{"key":"ref_111","doi-asserted-by":"crossref","first-page":"252","DOI":"10.1037\/h0085885","article-title":"The generalizability of the psychoanalytic concept of the working alliance","volume":"16","author":"Bordin","year":"1979","journal-title":"Psychother. Theory Res. Pract."},{"key":"ref_112","doi-asserted-by":"crossref","unstructured":"Beutler, L.E., and Harwood, T.M. (2000). Prescriptive Psychotherapy: A Practical Guide to Systematic Treatment Selection, Oxford University Press.","DOI":"10.1093\/med:psych\/9780195136692.001.0001"},{"key":"ref_113","unstructured":"Horvath, A.O., and Greenberg, L.S. (1994). The Working Alliance: Theory, Research, and Practice, John Wiley & Sons."},{"key":"ref_114","doi-asserted-by":"crossref","first-page":"31","DOI":"10.1016\/j.brat.2012.10.005","article-title":"Friendship quality predicts treatment outcome in children with anxiety disorders","volume":"51","author":"Baker","year":"2013","journal-title":"Behav. Res. 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