References
- Alagarsamy, S., S. Mehrolia, and B. Singh. 2021. “Mediating Effect of Brand Relationship Quality on Relational Bonds and Online Grocery Retailer Loyalty.” Journal of Internet Commerce 10 (1): 1–27.
- Arkes, H. R., and C. Blumer. 1985. “The Psychology of Sunk Cost.” Organizational Behavior and Human Decision Processes 35 (1): 124–140.
- Belk, R. W. 1976. “It’s the Thought That Counts: A Signed Digraph Analysis of Gift-Giving.” Journal of Consumer Research 3: 155–162.
- Blanchard, A. L. 2007. “Developing a Sense of Virtual Community Measure.” CyberPsychology & Behavior 10 (6): 827–830.
- Blanchard, A. L., and M. L. Markus. 2004. “The Experienced Sense of a Virtual Community: Characteristics and Processes.” ACM SIGMIS Database: the DATABASE for Advances in Information Systems 35 (1): 64–79.
- Blau, P. M. 1964. Exchange and Power in Social Life. New York, NY: John Wiley & Sons.
- Bonan, J., P. Battiston, J. Bleck, P. LeMay-Boucher, S. Pareglio, B. Sarr, and M. Tavoni. 2021. “Social Interaction and Technology Adoption: Experimental Evidence from Improved Cookstoves in Mali.” World Development 144: 105467.
- Brown, J. S., and P. Duguid. 2000. The Social Life of Information. Boston, BSN: HBS Press.
- ByteDance, Data report of Douyin in 2020. 2021. Accessed April 9, 2021. https://www.bytedance.com/zh/news/60489e2c5dc4ed02d13cb3b9.
- Casalo, L. V., C. Flavian, and M. Guinaliu. 2010. “Relationship Quality, Community Promotion and Brand Loyalty in Virtual Communities: Evidence from Free Software Communities.” International Journal of Information Management 30 (4): 357–367.
- Chang, H. H., P. H. Hsieh, and C. S. Fu. 2016. “The Mediating Role of Sense of Virtual Community.” Online Information Review 40 (7): 882–899.
- Chen, C. C., and Y. C. Lin. 2018. “What Drives Live-Stream Usage Intention? The Perspectives of Flow, Entertainment, Social Interaction, and Endorsement.” Telematics and Informatics 35 (1): 293–303.
- Chen, M., K. Tsai, and Y. Ke. 2019. “Enhancing Consumers’ Stickiness to Online Brand Communities as an Innovative Relationship Marketing Strategy.” International Journal on Semantic Web and Information Systems 15 (3): 16–34.
- Cheng, Y. M. 2013. “Exploring the Roles of Interaction and Flow in Explaining Nurses’ e-Learning Acceptance.” Nurse Education Today 33: 73–80.
- Cheung, C., M. Takashima, H. Choi, H. Yang, and V. Tung. 2021. “The Impact of COVID-19 Pandemic on the Psychological Needs of Tourists: Implications for the Travel and Tourism Industry.” Journal of Travel & Tourism Marketing 38 (2): 155–166.
- Chin, W. W. 1998. “Issues and Opinion on Structural Equation Modeling.” MIS Quarterly 22 (1): 7–16.
- Chin, W. W., B. L. Marcolin, and P. R. Newsted. 2003. “A Partial Least Squares Latent Variable Modeling Approach for Measuring Interaction Effects: Results from a Monte Carlo Simulation Study and an Electronic-Mail Emotion/Adoption Study.” Information Systems Research 14 (2): 189–217.
- China Internet Network Information Center (CNNIC). Statistical Report on Internet Development in China. 2021. Accessed March 18, 2021. http://cnnic.cn/gywm/xwzx/rdxw/20172017_7084/202102/t20210203_71364.htm.
- Cho, V., T. C. E. Cheng, and W. M. J. Lai. 2009. “The Role of Perceived User-Interface Design in Continued Usage Intention of Self-Paced e-Learning Tools.” Computers & Education 53 (2): 216–227.
- Choi, D. H., J. Kim, and S. H. Kim. 2007. “ERP Training with a web-Based Electronic Learning System: The Flow Theory Perspective.” International Journal of Human-Computer Studies 65 (3): 223–243.
- Cortez, R. M., and W. J. Johnston. 2020. “The Coronavirus Crisis in B2B Settings: Crisis Uniqueness and Managerial Implications Based on Social Exchange Theory.” Industrial Marketing Management 88: 125–135.
- Cuny, C., M. Fornerino, and A. Helme-Guizon. 2015. “Can Music Improve e-Behavioral Intentions by Enhancing Consumers’ Immersion and Experience?” Information & Management 52 (8): 1025–1034.
- Davlembayeva, D., S. Papagiannidis, and E. Alamanos. 2020. “Sharing Economy: Studying the Social and Psychological Factors and the Outcomes of Social Exchange.” Technological Forecasting and Social Change 158: 120143.
- Fang, J., L. Tang, J. Yang, and M. Peng. 2019. “Social Interaction in MOOCs: The Mediating Effects of Immersive Experience and Psychological Needs Satisfaction.” Telematics and Informatics 39: 75–91.
- Fei, M., H. Tan, X. Peng, Q. Wang, and L. Wang. 2021. “Promoting or Attenuating? An eye-Tracking Study on the Role of Social Cues in e-Commerce Livestreaming.” Decision Support Systems 142: 113466.
- Feng, N., Z. Su, D. Li, C. Zheng, and M. Li. 2018. “Effects of Review Spam in a Firm-Initiated Virtual Brand Community: Evidence from Smartphone Customers.” Information & Management 55 (8): 1061–1070.
- Fornell, C., and D. F. Larcker. 1981. “Structural Equation Models with Unobservable Variables and Measurement Error: Algebra and Statistics.” Journal of Marketing Research 18 (3): 382–388.
- Gibbs, J. L., H. Kim, and S. Ki. 2019. “Investigating the Role of Control and Support Mechanisms in Members’ Sense of Virtual Community.” Communication Research 46 (1): 117–145.
- Giertz, J. N., W. H. Weiger, M. Törhönen, and J. Hamari. 2021. “Content Versus Community Focus in Live Streaming Services: How to Drive Engagement in Synchronous Social Media.” Journal of Service Management 33: 1757–5818.
- González-Anta, B., V. Orengo, A. Zornoza, V. Peñarroja, and V. Martínez-Tur. 2021. “Understanding the Sense of Community and Continuance Intention in Virtual Communities: The Role of Commitment and Type of Community.” Social Science Computer Review 39 (3): 335–352.
- Goode, S., G. Shailer, M. Wilson, and J. Jankowski. 2014. “Gifting and Status in Virtual Worlds.” Journal of Management Information Systems 31: 171–210.
- Gros, D., B. Wanner, A. Hackenholt, P. Zawadzki, and K. Knautz. 2017. World of streaming motivation and gratification on Twitch.” The 9th International Conference on Social Computing and Social Media, Vancouver, Canada, July 9–14.
- Guo, Y., K. Zhang, and C. Wang. 2022. “Way to Success: Understanding top Streamer's Popularity and Influence from the Perspective of Source Characteristics.” Journal of Retailing and Consumer Services 64: 102786.
- Hair, J. F., J. J. Risher, M. Sarstedt, and C. M. Ringle. 2019. “When to use and how to Report the Results of PLS-SEM. Eur.” Business Review 31 (1): 2–24.
- Hayes, A. F. 2009. “Beyond Baron and Kenny: Statistical Mediation Analysis in the new Millennium.” Communication Monographs 76 (4): 408–420.
- Hilvert-Bruce, Z., J. T. Neill, M. Sjblom, and J. Hamari. 2018. “Social Motivations of Live-Streaming Viewer Engagement on Twitch.” Computers in Human Behavior 84: 58–67.
- Ho, C. T., and C. H. Yang. 2015. A study on behavior intention to use live streaming video platform based on TAM model.” The Fifth Asian Conference on Psychology and Behavioral Sciences Osaka, Japan.
- Hoffman, D. L., and T. P. Novak. 1996. “Marketing in Hypermedia Computer-Mediated Environments: Conceptual Foundations.” Journal of Marketing 60 (3): 50–68.
- Homans, G. C. 1958. “Social Behavior as Exchange.” American Journal of Sociology 63 (6): 597–606.
- Hou, F., Z. Guan, B. Li, and Y. L. Chong. 2020. “Factors Influencing People’s Continuous Watching Intention and Consumption Intention in Live Streaming: Evidence from China.” Internet Research 30 (1): 141–163.
- Hsu, C. L. 2020. “How Vloggers Embrace Their Viewers: Focusing on the Roles of Para-Social Interactions and Flow Experience.” Telematics and Informatics 49: 101364.
- Hsu, C. L., and Y. C. Liao. 2014. “Exploring the Linkages Between Perceived Information Accessibility and Microblog Stickiness: The Moderating Role of a Sense of Community.” Information & Management 51 (7): 833–844.
- Hsu, C. L., and C. C. Lin. 2016. “Effect of Perceived Value and Social Influences on Mobile app Stickiness and in-app Purchase Intention.” Technological Forecasting and Social Change 108: 42–53.
- Hu, L., Q. Min, S. Han, and Z. Liu. 2020. “Understanding Followers’ Stickiness to Digital Influencers: The Effect of Psychological Responses.” International Journal of Information Management 54: 102169.
- Hu, M., M. Zhang, and Y. Wang. 2017. “Why do Audiences Choose to Keep Watching on Live Video Streaming Platforms? An Explanation of Dual Identification Framework.” Computers in Human Behavior 75: 594–606.
- Hudson, S., S. Matson-Barkat, N. Pallamin, and G. Jegou. 2019. “With or Without you? Interaction and Immersion in a Virtual Reality Experience.” Journal of Business Research 100 (6): 459–468.
- Jones, Q., 1997. Virtual Communities, Virtual Settlements & Cyber-Archaeology: A Theoretical Outline. Journal of Computer-Mediated Communication 3 (3): 331.
- Kang, M., and D. Shin. 2016. “The Effect of Customers’ Perceived Benefits on Virtual Brand Community Loyalty.” Online Information Review 40 (3): 298–315.
- Kankanhalli, A., B. C. Y. Tan, and K. K. Wei. 2005. “Contributing Knowledge to Electronic Knowledge Repositories: An Empirical Investigation.” MIS Quarterly 29: 113–143.
- Kaur, P., A. Dhir, S. Chen, and R. Rajala. 2021. “Attitudinal and Behavioral Loyalty Toward Virtual Goods.” Journal of Computer Information Systems 61 (2): 118–129.
- Kenny, D. A., and C. M. Judd. 1984. “Estimating the Nonlinear and Interactive Effects of Latent Variables.” Psychological Bulletin 96 (1): 201–210.
- Kim, H. W., A. Kankanhalli, and S. H. Lee. 2018. “Examining Gifting Through Social Network Services: A Social Exchange Theory Perspective.” Information Systems Research 29 (4): 805–828.
- Kim, J., H.-M. Kim, and M. Kim. 2020. “The Impact of a Sense of Virtual Community on Online Community: Does Online Privacy Concern Matter?” Internet Research 31 (2): 519–539.
- Kim, W. G., C. Lee, and S. J. Hiemstra. 2004. “Effects of an Online Virtual Community on Customer Loyalty and Travel Product Purchases.” Tourism Management 25 (3): 343–355.
- Kim, H., and H. Qu. 2020. “Effects of Employees’ Social Exchange and the Mediating Role of Customer Orientation in the Restaurant Industry.” International Journal of Hospitality Management 89 (4): 102577.
- Koh, J., and Y. G. Kim. 2003. “Sense of Virtual Community: A Conceptual Framework and Empirical Validation.” International Journal of Electronic Commerce 8 (2): 75–94.
- Komutanont, C., C. Nuangjamnong, and K. Dowpiset. 2020. Major factors influencing watching game streaming in Thailand: A case study of multiplayers online battle arena (MOBA) game and what motivates people spectating their play. Available at SSRN 3790549.
- Leclercq, T., I. Poncin, W. Hammedi, A. Kullak, and L. D. Hollebeek. 2020. “When Gamification Backfires: The Impact of Perceived Justice on Online Community Contributions.” Journal of Marketing Management 36 (5-6): 550–577.
- Lee, C. H., H. S. Chiang, and K. L. Hsiao. 2018. “What Drives Stickiness in Location-Based AR Games? An Examination of Flow and Satisfaction.” Telematics and Informatics 35 (7): 1958–1970.
- Lee, V. H., A. T. L. Foo, L. Y. Leong, and K. B. Ooi. 2016. “Can Competitive Advantage be Achieved Through Knowledge Management? A Case Study on SMEs.” Expert Systems with Applications 65: 136–151.
- Lee, G., and A. Suzuki. 2020. “Motivation for Information Exchange in a Virtual Community of Practice: Evidence from a Facebook Group for Shrimp Farmers.” World Development 125: 104698.
- Li, R., Y. Lu, J. Ma, and W. Wang. 2020. “Examining Gifting Behavior on Live Streaming Platforms: An Identity-Based Motivation Model.” Information & Management 58 (6): 103406.
- Liang, H., N. Saraf, Q. Hu, and Y. Xue. 2007. “Assimilation of Enterprise Systems: The Effect of Institutional Pressures and the Mediating Role of top Management.” MIS Quarterly 31 (1): 59–87.
- Lim, J. S., M. J. Choe, J. Zhang, and G. Y. Noh. 2020. “The Role of Wishful Identification, Emotional Engagement, and Parasocial Relationships in Repeated Viewing of Live-Streaming Games: A Social Cognitive Theory Perspective.” Computers in Human Behavior 108: 106327.
- Lin, H. F. 2008. “Determinants of Successful Virtual Communities: Contributions from System Characteristics and Social Factors.” Information & Management 45 (8): 522–527.
- Long, Q., and A. C. Tefertiller. 2020. “China’s new Mania for Live Streaming: Gender Differences in Motives and Uses of Social Live Streaming Services.” International Journal of Human–Computer Interaction 36 (14): 1314–1324.
- Lu, Z., H. Xia, S. Heo, and D. Wigdor. 2018. You watch, you give, and you engage: a study of live streaming practices in China.” Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, Montréal, Canada, April, 21–26.
- Lu, S., D. Yao, X. Chen, and R. Grewal. 2021. “Do Larger Audiences Generate Greater Revenues Under pay What you Want? Evidence from a Live Streaming Platform.” Marketing Science 40 (5): 964–984.
- Luo, N., M. L. Zhang, and D. Qi. 2017. “Effects of Different Interactions on Students’ Sense of Community in e-Learning Environment.” Computers & Education 115: 153–160.
- McMillan, D. W., and D. M. Chavis. 1986. “Sense of Community: A Definition and Theory.” Journal of Community Psychology 14 (1): 6–23.
- Metaxa-Kakavouli, D., K. Wang, J. A. Landay, and J. Hancock. 2018. Gender-inclusive design: Sense of belonging and bias in web interfaces.” Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, Montréal, Canada, April, 21–26.
- Minton, E. A., and R. L. Liu. 2021. “Religiosity and Consumer Belonging: Influences on Product Evaluations.” Journal of Consumer Behaviour 20 (1): 32–47.
- Molinillo, S., R. Aguilar-Illescas, R. Anaya-Sánchez, and M. Vallespín-Arán. 2018. “Exploring the Impacts of Interactions, Social Presence and Emotional Engagement on Active Collaborative Learning in a Social web-Based Environment.” Computers & Education 123 (8): 41–52.
- Monea, B. 2020. “Looking at Screens: Examining Human-Computer Interaction and Communicative Breakdown in an Educational Online Writing Community.” Computers and Composition 58 (2): 102605.
- Moore, M. G. 1989. “Editorial: Three Types of Interaction.” American Journal of Distance Education 3 (2): 1–7.
- Naranjo-Zolotov, M., T. Oliveira, S. Casteleyn, and Z. Irani. 2019. “Continuous Usage of e-Participation: The Role of the Sense of Virtual Community.” Government Information Quarterly 36 (3): 536–545.
- Naranjo-Zolotov, M., O. Turel, T. Oliveira, and J. E. Lascano. 2021. “Drivers of Online Social Media Addiction in the Context of Public Unrest: A Sense of Virtual Community Perspective.” Computers in Human Behavior 121: 106784.
- Obst, P., L. Zinkiewicz, and S. G. Smith. 2001. “Sense of Community in Science Fiction Fandom, Part 2: Comparing Neighborhood and Interest Group Sense of Community.” Journal of Community Psychology 30 (1): 105–117.
- Park, H. J., and L. M. Lin. 2020. “The Effects of Match-ups on the Consumer Attitudes Toward Internet Celebrities and Their Live Streaming Contents in the Context of Product Endorsement.” Journal of Retailing and Consumer Services 52: 101934.
- Payne, K., M. J. Keith, R. M. Schuetzler, and J. S. Giboney. 2017. “Examining the Learning Effects of Live Streaming Video Game Instruction Over Twitch.” Computers in Human Behavior 77: 95–109.
- Peñarroja, V., J. Sánchez, N. Gamero, V. Orengo, and A. M. Zornoza. 2019. “The Influence of Organisational Facilitating Conditions and Technology Acceptance Factors on the Effectiveness of Virtual Communities of Practice.” Behaviour & Information Technology 38 (8): 845–857.
- Preacher, K. J., and A. F. Hayes. 2008. “Asymptotic and Resampling Strategies for Assessing and Comparing Indirect Effects in Multiple Mediator Models.” Behavior Research Methods 40 (3): 879–891.
- Riva, G., F. Mantovani, C. S. Capideville, A. Preziosa, F. Morganti, D. Villani, A. Gaggioli, C. Botella, and M. Alcañiz. 2007. “Affective Interactions Using Virtual Reality: The Link Between Presence and Emotions.” CyberPsychology & Behavior 10 (1): 45–56.
- Rovai, A. P. 2002. “Sense of Community, Perceived Cognitive Learning, and Persistence in Asynchronous Learning Networks.” The Internet and Higher Education 5 (4): 319–332.
- Ryu, S., and A. Suh. 2020. “Online Service or Virtual Community? Building Platform Loyalty in Reward-Based Crowdfunding.” Internet Research 31 (1): 315–340.
- Scheibe, K., K. J. Fietkiewicz, and W. G. Stock. 2016. “Information Behavior on Social Live Streaming Services.” Journal of Information Science Theory and Practice 4 (2): 6–20.
- Sherry, J. J. F. 1983. “Gift Giving in Anthropological Perspective.” Journal of Consumer Research 10 (2): 157–168.
- Shi, Y., C. Ma, and Y. Zhu. 2021. “The Impact of Emotional Labor on User Stickiness in the Context of Livestreaming Service—Evidence from China.” Frontiers in Psychology 12: 698510.
- Shin, D. 2019a. “How Does Immersion Work in Augmented Reality Games? A User-Centric View of Immersion and Engagement.” Information, Communication & Society 22 (9): 1212–1229.
- Shin, D. 2019b. “How do Users Experience the Interaction with an Immersive Screen?” Computers in Human Behavior 98: 302–310.
- Shin, D., and F. Biocca. 2018. “Exploring Immersive Experience in Journalism.” New Media & Society 20 (8): 2800–2823.
- Shin, D., F. Biocca, and H. Choo. 2013. “Exploring the User Experience of Three-Dimensional Virtual Learning Environments.” Behaviour & Information Technology 32 (2): 203–214.
- Singh, S., N. Singh, Z. Kalinic, and F. J. Liebana-Cabanillas. 2021. “Assessing Determinants Influencing Continued use of Live Streaming Services: An Extended Perceived Value Theory of Streaming Addiction.” Expert Systems with Applications 168: 114241.
- Song, S., Y. C. Zhao, X. Yao, Z. Ba, and Q. Zhu. 2021. “Short Video Apps as a Health Information Source: An Investigation of Affordances, User Experience and Users’ Intention to Continue the use of TikTok.” Internet Research 31 (6): 2120–2142.
- Sriram, R., C. Haynes, J. Cheatle, C. P. Marquart, J. L. Murray, and S. D. Weintraub. 2020. “The Development and Validation of an Instrument Measuring Academic, Social, and Deeper Life Interactions.” Journal of College Student Development 61 (2): 240–245.
- Sun, Y., X. Shao, X. Li, Y. Guo, and K. Nie. 2019. “How Live Streaming Influences Purchase Intentions in Social Commerce: An IT Affordance Perspective.” Electronic Commerce Research and Applications 37: 100886.
- Tang, L. 2018. “Social Capital, Sense of Virtual Community, and Network Group Behavior: An Empirical Study Based on Virtual Community Users.” Revista de Cercetare si Interventie Sociala 62 (9): 231–253.
- Tang, P., Yao, Z., Luan, J., Xiao, J., 2020. How Information Presentation Formats Influence Usage Behaviour of Course Management Systems: Flow Diagram Navigation Versus Menu Navigation. Behaviour & Information Technology. doi:10.1080/0144929X.2020.1813331
- Teo, A. C., G. W. H. Tan, K. B. Ooi, and B. Lin. 2015. “Why Consumers Adopt Mobile Payment? A Partial Least Squares Structural Equation Modeling (PLS-SEM) Approach.” International Journal of Mobile Communications 13 (5): 478–497.
- Tonteri, L., M. Kosonen, H. K. Ellonen, and A. Tarkiainen. 2011. “Antecedents of an Experienced Sense of Virtual Community.” Computers in Human Behavior 27 (6): 2215–2223.
- Trehan, D., and R. Sharma. 2020. “What Motivates Members to Transact on Social C2C Communities? A Theoretical Explanation.” Journal of Consumer Marketing 37 (4): 399–411.
- Tsai, M., N. Cheng, and K. Chen. 2011. “Understanding Online Group Buying Intention: The Roles of Sense of Virtual Community and Technology Acceptance Factors.” Total Quality Management & Business Excellence 22 (10): 1091–1104.
- TwitchTracker, Twitch Statistics and Charts. 2021. Accessed March 18, 2021. https://twitchtracker.com/statistics.
- Urbonavicius, S., M. Degutis, I. Zimaitis, V. Kaduskeviciute, and V. Skare. 2021. “From Social Networking to Willingness to Disclose Personal Data When Shopping Online: Modelling in the Context of Social Exchange Theory.” Journal of Business Research 136: 76–85.
- Wang, W. T., Y. S. Wang, and E. R. Liu. 2016. “The Stickiness Intention of Group-Buying Websites: The Integration of the Commitment–Trust Theory and e-Commerce Success Model.” Information & Management 53 (5): 625–642.
- Waqas, M., Z. L. Hamzah, and N. A. M. Salleh. 2021. “Customer Experience with the Branded Content: A Social Media Perspective.” Online Information Review 45 (5): 964–982.
- Witkowski, E., D. Recktenwald, J. Manning, and Z. Ge. 2016. Livestreaming in theory and practice: four provocations on labor, liveness and participatory culture in games livestreaming.” The Proceedings of the 22nd International Symposium on Electronic Art ISEA, Hong Kong, China.
- Wongkitrungrueng, A., and N. Assarut. 2020. “The Role of Live Streaming in Building Consumer Trust and Engagement with Social Commerce Sellers.” Journal of Business Research 117: 543–556.
- Xiao, L., and J. Mou. 2019. “Social Media Fatigue-Technological Antecedents and the Moderating Roles of Personality Traits: The Case of WeChat.” Computers in Human Behavior 101: 297–310.
- Yan, Z., T. Wang, Y. Chen, and H. Zhang. 2016. “Knowledge Sharing in Online Health Communities: A Social Exchange Theory Perspective.” Information & Management 53 (5): 643–653.
- Yang, A., and K. J. Shim. 2020. “Antecedents of Microblogging Users’ Purchase Intention Toward Celebrities’ Merchandise: Perspectives of Virtual Community and fan Economy.” Journal of Psychological Research 2 (2): 11–26.
- Yang, T., Yang, F., Men, J., 2021. The Impact of Danmu Technological Features on Consumer Loyalty Intention Toward Recommendation Vlogs: A Perspective from Social Presence and Immersion. Information Technology & People. doi:10.1108/ITP-01-2021-0008
- Zhou, J., J. Zhou, Y. Ding, and H. Wang. 2019. “The Magic of Danmaku: A Social Interaction Perspective of Gift Sending on Live Streaming Platforms.” Electronic Commerce Research and Applications 34: 100815.
- Zott, C., Amit, R., Donlevy, J., 2000. Strategies for Value Creation in e-Commerce: Best Practice in Europe. European Management Journal. 18 (5), 463–475.