Abstract
Participation in communities is essential to individual mental and physical health and can yield further benefits for members. With a growing amount of time spent participating in virtual communities, it's increasingly important that we understand how the community experience manifests in and varies across these online spaces. In this paper, we investigate Sense of Virtual Community (SOVC) in the context of live-streaming communities. Through a survey of 1,944 Twitch viewers, we identify that community experiences on Twitch vary along two primary dimensions: belonging, a feeling of membership and support within the group, and cohesion, a feeling that the group is a well-run collective with standards for behavior. Leveraging the Social-Ecological Model, we map behavioral trace data from usage logs to various levels of the social ecology surrounding an individual user's participation within a community, in order to identify which of these can be associated with lower or higher SOVC. We find that features describing activity at the individual and community levels, but not features describing the community member's dyadic relationships, aid in predicting the SOVC that community members feel within channels. We consider implications for the design of live-streaming communities and for fostering the well-being of their members, and we consider theoretical implications for the study of SOVC in modern, interactive online contexts, particularly those fostering large-scale or pseudonymized interactions. We also explore how the Social-Ecological Model can be leveraged in other contexts relevant to Computer-Supported Cooperative Work (CSCW), with implications for future work.
- Dagmar Abfalter, Melanie E Zaglia, and Julia Mueller. 2012. Sense of virtual community: A follow up on its measurement. Computers in Human Behavior 28, 2 (2012), 400--404.Google ScholarDigital Library
- Paul JC Adachi and Teena Willoughby. 2017. The link between playing video games and positive youth outcomes. Child Development Perspectives 11, 3 (2017), 202--206.Google ScholarCross Ref
- Roger S Ahlbrandt and James V Cunningham. 1979. A new public policy for neighborhood preservation. Praeger Publishers.Google Scholar
- Fair Play Alliance, the ADL Center for Technology, and Society. 2020. Disruptions and Harms in Online Gaming Framework. Retrieved June 12, 2021 from https://fairplayalliance.org/wp-content/uploads/2020/12/FPA-Framework.pdfGoogle Scholar
- Kenneth M Bachrach and Alex J Zautra. 1985. Coping with a community stressor: The threat of a hazardous waste facility. Journal of health and social behavior (1985), 127--141.Google Scholar
- Karla Badillo-Urquiola. 2020. A Social Ecological Approach to Empowering Foster Youth to be Safer Online. In Conference Companion Publication of the 2020 on Computer Supported Cooperative Work and Social Computing. 75--79.Google ScholarDigital Library
- James Baglin. 2014. Improving your exploratory factor analysis for ordinal data: A demonstration using FACTOR. Practical Assessment, Research, and Evaluation 19, 1 (2014), 5.Google Scholar
- Stefan Baral, Carmen H Logie, Ashley Grosso, Andrea L Wirtz, and Chris Beyrer. 2013. Modified social ecological model: a tool to guide the assessment of the risks and risk contexts of HIV epidemics. BMC public health 13, 1 (2013), 1--8.Google Scholar
- Marit Bentvelzen, Jasmin Niess, Mikolaj P Wozniak, and Pawel W Wozniak. 2021. The Development and Validation of the Technology-Supported Reflection Inventory. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 1--8.Google ScholarDigital Library
- Kirsten MM Beyer, Peter M Layde, L Kevin Hamberger, and Purushottam W Laud. 2015. Does neighborhood environment differentiate intimate partner femicides from other femicides? Violence against women 21, 1 (2015), 49--64.Google Scholar
- Anita Blanchard. 2004. Blogs as virtual communities: Identifying a sense of community in the Julie/Julia project. (2004).Google Scholar
- Anita L Blanchard. 2007. Developing a sense of virtual community measure. CyberPsychology & Behavior 10, 6 (2007), 827--830.Google ScholarCross Ref
- Anita L Blanchard. 2008. Testing a model of sense of virtual community. Computers in Human Behavior 24, 5 (2008), 2107--2123.Google ScholarDigital Library
- Anita L Blanchard and M Lynne Markus. 2004. The experienced" sense" of a virtual community: Characteristics and processes. ACM Sigmis Database: the database for advances in information systems 35, 1 (2004), 64--79.Google Scholar
- Anita L. Blanchard, Jennifer L. Welbourne, and Marla D. Boughton. 2011. A MODEL OF ONLINE TRUST. Information, Communication & Society 14, 1 (2011), 76--106. https://doi.org/10.1080/13691181003739633Google ScholarCross Ref
- Tom Boellstorff, Bonnie Nardi, Celia Pearce, and Tina L Taylor. 2012. Ethnography and virtual worlds: A handbook of method. Princeton University Press.Google Scholar
- Lamia Boukaya and Sahar Saoud. 2018. The Social Ecological System. In Proceedings of the 3rd International Conference on Smart City Applications. 1--4.Google ScholarDigital Library
- Doug Brake. 2020. Lessons From the Pandemic: Broadband Policy After COVID-19. Technical Report. Information Technology and Innovation Foundation.Google Scholar
- Urie Bronfenbrenner. 1977. Toward an experimental ecology of human development. American psychologist 32, 7 (1977), 513.Google Scholar
- Urie Bronfenbrenner. 1979. The ecology of human development: Experiments by nature and design. Harvard university press.Google Scholar
- Urie Bronfenbrenner. 1986. Ecology of the family as a context for human development: Research perspectives. Developmental psychology 22, 6 (1986), 723.Google Scholar
- Urie Bronfenbrenner. 1992. Ecological systems theory. Jessica Kingsley Publishers.Google ScholarCross Ref
- Dan L Burk. 2010. Authorization and governance in virtual worlds. First Monday 15 (2010), 2012--33.Google ScholarCross Ref
- Susan M Burroughs and Lillian T Eby. 1998. Psychological sense of community at work: A measurement system and explanatory framework. Journal of community psychology 26, 6 (1998), 509--532.Google ScholarCross Ref
- David M Chavis, Kenneth S Lee, and Joie D Acosta. 2008. The sense of community (SCI) revised: The reliability and validity of the SCI-2. In 2nd international community psychology conference, Lisboa, Portugal.Google Scholar
- Heather M Chipuer and Grace MH Pretty. 1999. A review of the sense of community index: Current uses, factor structure, reliability, and further development. Journal of Community psychology 27, 6 (1999), 643--658.Google ScholarCross Ref
- Sue Campbell Clark. 2002. Employees' sense of community, sense of control, and work/family conflict in Native American organizations. Journal of Vocational Behavior 61, 1 (2002), 92--108.Google ScholarCross Ref
- Karen Cooper, Ethel Quayle, Linda Jonsson, and Carl Göran Svedin. 2016. Adolescents and self-taken sexual images: A review of the literature. Computers in human behavior 55 (2016), 706--716.Google Scholar
- Shaun E Cowman, Joseph R Ferrari, and Matthew Liao-Troth. 2004. Mediating effects of social support on firefighters' sense of community and perceptions of care. Journal of Community Psychology 32, 2 (2004), 121--126.Google ScholarCross Ref
- Amanda L. L. Cullen and Sanjay R. Kairam. 2022. Practicing Moderation: Community Moderation as Reflective Practice. Proc. ACM Hum.-Comput. Interact. 6, CSCW1, Article 111 (apr 2022), 32 pages. https://doi.org/10.1145/3512958Google ScholarDigital Library
- Jonathon N Cummings, Lee Sproull, and Sara B Kiesler. 2002. Beyond hearing: Where the real-world and online support meet. Group Dynamics: Theory, Research, and Practice 6, 1 (2002), 78.Google ScholarCross Ref
- Cristian Danescu-Niculescu-Mizil, Robert West, Dan Jurafsky, Jure Leskovec, and Christopher Potts. 2013. No country for old members: User lifecycle and linguistic change in online communities. In Proceedings of the 22nd international conference on World Wide Web. 307--318.Google ScholarDigital Library
- Corinne David-Ferdon, Alana M Vivolo-Kantor, Linda L Dahlberg, Khiya J Marshall, Neil Rainford, and Jeffery E Hall. 2016. A comprehensive technical package for the prevention of youth violence and associated risk behaviors. (2016).Google Scholar
- Tobias Dienlin and Niklas Johannes. 2020. The impact of digital technology use on adolescent well-being. Dialogues in Clinical Neuroscience 22, 2 (2020), 135.Google ScholarCross Ref
- Honglu Du, Mary Beth Rosson, John M Carroll, and Craig Ganoe. 2009. " I felt more of a member of this class" increasing students' sense of community with video commenting. In CHI'09 Extended Abstracts on Human Factors in Computing Systems. 4405--4410.Google Scholar
- David L. DuBois, Nelson Portillo, Jean E. Rhodes, Naida Silverthorn, and Jeffrey C. Valentine. 2011. How Effective Are Mentoring Programs for Youth? A Systematic Assessment of the Evidence. Psychological Science in the Public Interest 12, 2 (2011), 57--91. https://doi.org/10.1177/1529100611414806Google ScholarCross Ref
- Nicolas Ducheneaut, Robert J Moore, and Eric Nickell. 2007. Virtual "third places": A case study of sociability in massively multiplayer games. Computer Supported Cooperative Work (CSCW) 16, 1 (2007), 129--166.Google ScholarDigital Library
- Dorothy L Espelage and Susan M Swearer. 2009. A social-ecological model for bullying prevention and intervention. Handbook of bullying in schools: An international perspective (2009), 61--72.Google Scholar
- Susan J Farrell, Tim Aubry, and Daniel Coulombe. 2004. Neighborhoods and neighbors: Do they contribute to personal well-being? Journal of community psychology 32, 1 (2004), 9--25.Google ScholarCross Ref
- Joseph R Ferrari, Theresa Luhrs, and Victoria Lyman. 2007. Eldercare volunteers and employees: Predicting caregiver experiences from service motives and sense of community. The Journal of Primary Prevention 28, 5 (2007), 467--479.Google ScholarCross Ref
- Sofie Flensted. 2011. Exploring the Connection Between Newspaper Blogs and Sense of Community. Ph.D. Dissertation.Google Scholar
- Claudia Flores-Saviaga, Jessica Hammer, Juan Pablo Flores, Joseph Seering, Stuart Reeves, and Saiph Savage. 2019. Audience and Streamer Participation at Scale on Twitch. In Proceedings of the 30th ACM Conference on Hypertext and Social Media (Hof, Germany) (HT '19). Association for Computing Machinery, New York, NY, USA, 277--278. https://doi.org/10.1145/3342220.3344926Google ScholarDigital Library
- Centers for Disease Control and Prevention (CDC). 2002. The social-ecological model: A framework for violence prevention. Retrieved June 12, 2021 from https://www.cdc.gov/violenceprevention/about/social-ecologicalmodel.htmlGoogle Scholar
- Centers for Disease Control and Prevention (CDC). 2020. Social distancing: keep a safe distance to slow the spread. Retrieved June 12, 2021 from https://stacks.cdc.gov/view/cdc/90580Google Scholar
- Centers for Disease Control, Prevention, et al. 2008. Strategic direction for the prevention of suicidal behavior: Promoting individual, family, and community connectedness to prevent suicidal behavior. Atlanta, GA: Author (2008).Google Scholar
- Colin Ford, Dan Gardner, Leah Elaine Horgan, Calvin Liu, a. m. tsaasan, Bonnie Nardi, and Jordan Rickman. 2017. Chat Speed OP PogChamp: Practices of Coherence in Massive Twitch Chat. In Proceedings of the 2017 CHI Conference Extended Abstracts on Human Factors in Computing Systems (Denver, Colorado, USA) (CHI EA '17). Association for Computing Machinery, New York, NY, USA, 858--871. https://doi.org/10.1145/3027063.3052765Google ScholarDigital Library
- Thomas R Frieden. 2010. A framework for public health action: the health impact pyramid. American journal of public health 100, 4 (2010), 590--595.Google Scholar
- Jennifer L Gibbs, Heewon Kim, and Seol Ki. 2019. Investigating the role of control and support mechanisms in members' sense of virtual community. Communication Research 46, 1 (2019), 117--145.Google ScholarCross Ref
- Thomas J Glynn. 1981. Psychological sense of community: Measurement and application. Human relations 34, 9 (1981), 789--818.Google Scholar
- Michelle M Greene, Michael Schoeny, Beverly Rossman, Kousiki Patra, Paula P Meier, and Aloka L Patel. 2019. Infant, Maternal, and Neighborhood Predictors of Maternal Psychological Distress at Birth and Over Very Low Birth Weight Infants' First Year of Life. Journal of Developmental & Behavioral Pediatrics 40, 8 (2019), 613--621.Google ScholarCross Ref
- Rachel Grieve, Michaelle Indian, Kate Witteveen, G Anne Tolan, and Jessica Marrington. 2013. Face-to-face or Facebook: Can social connectedness be derived online? Computers in human behavior 29, 3 (2013), 604--609.Google Scholar
- William A. Hamilton, Oliver Garretson, and Andruid Kerne. 2014. Streaming on Twitch: Fostering Participatory Communities of Play within Live Mixed Media. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Toronto, Ontario, Canada) (CHI '14). Association for Computing Machinery, New York, NY, USA, 1315--1324. https://doi.org/10.1145/2556288.2557048Google ScholarDigital Library
- Martin Hand and Karenza Moore. 2006. 10 Community, identity and digital games. Understanding digital games (2006), 166.Google Scholar
- Zorah Hilvert-Bruce, James T. Neill, Max Sjoblom, and Juho Hamari. 2018. Social motivations of live-streaming viewer engagement on Twitch. Computers in Human Behavior 84 (2018), 58 -- 67. https://doi.org/10.1016/j.chb.2018.02.013Google ScholarDigital Library
- Natalie C Hopkins-Best. 2010. Psychological sense of community within mediated communities: the case of the news blog. (2010).Google Scholar
- Zimmerman M.A. Xue Y Hurd, N.M. 2009. Negative Adult Influences and the Protective Effects of Role Models: A Study with Urban Adolescents. Journal of Youth and Adolescence 38, 6 (2009), 777.Google ScholarCross Ref
- Giulio Jacucci, Antti Oulasvirta, and Antti Salovaara. 2007. Active Construction of Experience through Mobile Media: A Field Study with Implications for Recording and Sharing. Personal Ubiquitous Comput. 11, 4 (April 2007), 215--234. https://doi.org/10.1007/s00779-006-0084--5Google ScholarCross Ref
- Jialun'Aaron' Jiang, Skyler Middler, Jed R Brubaker, and Casey Fiesler. 2020. Characterizing Community Guidelines on Social Media Platforms. In Conference Companion Publication of the 2020 on Computer Supported Cooperative Work and Social Computing. 287--291.Google Scholar
- Henrik Jodén and Jacob Strandell. 2021. Building viewer engagement through interaction rituals on Twitch. tv. Information, Communication & Society (2021), 1--18.Google Scholar
- Mehdi Kaytoue, Arlei Silva, Loïc Cerf, Wagner Meira, and Chedy Raïssi. 2012. Watch Me Playing, i Am a Professional: A First Study on Video Game Live Streaming. In Proceedings of the 21st International Conference on World Wide Web (Lyon, France) (WWW '12 Companion). Association for Computing Machinery, New York, NY, USA, 1181--1188. https://doi.org/10.1145/2187980.2188259Google ScholarDigital Library
- Brian Keegan and Casey Fiesler. 2017. The evolution and consequences of peer producing Wikipedia's rules. In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 11.Google ScholarCross Ref
- Lori Kendall. 2002. Hanging out in the virtual pub: Masculinities and relationships online. Univ of California Press.Google ScholarDigital Library
- Cynthia Kennett and Malcolm Payne. 2005. Understanding why palliative care patients "like day care'and "getting out'. Journal of Palliative Care 21, 4 (2005), 292--298.Google ScholarCross Ref
- Joon Koh, Young-Gul Kim, and Young-Gul Kim. 2003. Sense of virtual community: A conceptual framework and empirical validation. International journal of electronic commerce 8, 2 (2003), 75--94.Google ScholarDigital Library
- Timothy R Lauger, James A Densley, and Richard K Moule. 2020. Social Media, Strain, and Technologically Facilitated Gang Violence. The Palgrave Handbook of International Cybercrime and Cyberdeviance (2020), 1375--1395.Google Scholar
- Wendy Leeds-Hurwitz. 1993. Semiotics and communication: Signs, codes, cultures. Routledge.Google Scholar
- Zhicong Lu, Haijun Xia, Seongkook Heo, and Daniel Wigdor. 2018. You Watch, You Give, and You Engage: A Study of Live Streaming Practices in China. In Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems (Montreal QC, Canada) (CHI '18). Association for Computing Machinery, New York, NY, USA, Article 466, 13 pages. https://doi.org/10.1145/3173574.3174040Google ScholarDigital Library
- J Nathan Matias. 2019. Preventing harassment and increasing group participation through social norms in 2,190 online science discussions. Proceedings of the National Academy of Sciences 116, 20 (2019), 9785--9789.Google ScholarCross Ref
- Jerome P. McDonough. 1999. Designer selves: Construction of technologically mediated identity within graphical, multiuser virtual environments. Journal of the American Society for Information Science 50, 10 (1999), 855--869.Google ScholarDigital Library
- David W. McMillan and David M. Chavis. 1986. Sense of community: A definition and theory. Journal of Community Psychology 14, 1 (1986), 6--23.Google ScholarCross Ref
- Jessica Megarry. 2014. Online incivility or sexual harassment? Conceptualising women's experiences in the digital age. Women's Studies International Forum 47 (2014), 46--55. https://doi.org/10.1016/j.wsif.2014.07.012Google ScholarCross Ref
- Kenya Mejia and Svetlana Yarosh. 2017. A Nine-Item Questionnaire for Measuring the Social Disfordance of Mediated Social Touch Technologies. Proceedings of the ACM on Human-Computer Interaction 1, CSCW (2017), 1--17.Google ScholarDigital Library
- Ankit Mittal and Donghee Yvette Wohn. 2019. Charity Streaming: Why Charity Organizations Use Live Streams for Fundraising. In Extended Abstracts of the Annual Symposium on Computer-Human Interaction in Play Companion Extended Abstracts (Barcelona, Spain) (CHI PLAY '19 Extended Abstracts). Association for Computing Machinery, New York, NY, USA, 551--556. https://doi.org/10.1145/3341215.3356280Google ScholarDigital Library
- Hazwani Mohd Mohadis and Nazlena Mohamad Ali. 2015. Using socio-ecological model to inform the design of persuasive applications. In Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems. 1905--1910.Google ScholarDigital Library
- Peter Muennig, Alison K Cohen, Aileen Palmer, and Wenyi Zhu. 2013. The relationship between five different measures of structural social capital, medical examination outcomes, and mortality. Social science & medicine 85 (2013), 18--26.Google Scholar
- Patricia Obst and Jana Stafurik. 2010. Online we are all able bodied: Online psychological sense of community and social support found through membership of disability-specific websites promotes well-being for people living with a physical disability. Journal of Community & Applied Social Psychology 20, 6 (2010), 525--531.Google ScholarCross Ref
- Patricia Obst, Lucy Zinkiewicz, and Sandy G Smith. 2002. Sense of community in science fiction fandom, Part 1: Understanding sense of community in an international community of interest. Journal of Community Psychology 30, 1 (2002), 87--103.Google ScholarCross Ref
- Patricia Obst, Lucy Zinkiewicz, and Sandy G Smith. 2002. Sense of community in science fiction fandom, Part 2: Comparing neighborhood and interest group sense of community. Journal of Community Psychology 30, 1 (2002), 105--117.Google ScholarCross Ref
- Patricia L Obst and Katherine M White. 2004. Revisiting the sense of community index: A confirmatory factor analysis. Journal of community psychology 32, 6 (2004), 691--705.Google ScholarCross Ref
- Erin L O'Connor, Huon Longman, Katherine M White, and Patricia L Obst. 2015. Sense of community, social identity and social support among players of massively multiplayer online games (MMOGs): A qualitative analysis. Journal of Community & Applied Social Psychology 25, 6 (2015), 459--473.Google ScholarCross Ref
- Punam Ohri-Vachaspati, Derek DeLia, Robin S DeWeese, Noe C Crespo, Michael Todd, and Michael J Yedidia. 2015. The relative contribution of layers of the Social Ecological Model to childhood obesity. Public Health Nutrition 18, 11 (2015), 2055--2066. https://doi.org/10.1017/S1368980014002365Google ScholarCross Ref
- Jessica A Pater, Moon K Kim, Elizabeth D Mynatt, and Casey Fiesler. 2016. Characterizations of online harassment: Comparing policies across social media platforms. In Proceedings of the 19th international conference on supporting group work. 369--374.Google ScholarDigital Library
- Douglas D Perkins, Paul Florin, Richard C Rich, Abraham Wandersman, and David M Chavis. 1990. Participation and the social and physical environment of residential blocks: Crime and community context. American journal of community psychology 18, 1 (1990), 83--115.Google Scholar
- Grace MH Pretty, Lisa Andrewes, and Chris Collett. 1994. Exploring adolescents' sense of community and its relationship to loneliness. Journal of community psychology 22, 4 (1994), 346--358.Google ScholarCross Ref
- David C. Pyrooz and Jr. Richard K. Moule. 2019. Gangs and Social Media. In Oxford Research Encyclopedia of Criminology and Criminal Justice. Retrieved June 12, 2021 from https://oxfordre.com/criminology/view/10.1093/acrefore/9780190264079.001.0001/acrefore-9780190264079-e-439Google Scholar
- Shannon M. Rauch and Kimberley Schanz. 2013. Advancing racism with Facebook: Frequency and purpose of Facebook use and the acceptance of prejudiced and egalitarian messages. Computers in Human Behavior 29, 3 (2013), 610--615. https://doi.org/10.1016/j.chb.2012.11.011Google ScholarDigital Library
- Michael D Resnick, Marjorie Ireland, and Iris Borowsky. 2004. Youth violence perpetration: what protects? What predicts? Findings from the National Longitudinal Study of Adolescent Health. Journal of adolescent health 35, 5 (2004), 424--e1.Google ScholarCross Ref
- Whitney L. Rostad, Kathleen C. Basile, and Heather B. Clayton. 2021. Association Among Television and Computer/Video Game Use, Victimization, and Suicide Risk Among U.S. High School Students. Journal of Interpersonal Violence 36, 5--6 (2021), 2282--2305. https://doi.org/10.1177/0886260518760020 arXiv:https://doi.org/10.1177/0886260518760020Google ScholarCross Ref
- Seymour B Sarason. 1974. The psychological sense of community: Prospects for a community psychology. Jossey-Bass.Google Scholar
- Elizabeth Schuster. 1998. A community bound by words: Reflections on a nursing home writing group. Journal of aging studies 12, 2 (1998), 137--147.Google ScholarCross Ref
- Joseph Seering, Jessica Hammer, Geoff Kaufman, and Diyi Yang. 2020. Proximate Social Factors in First-Time Contribution to Online Communities. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 1--14.Google ScholarDigital Library
- Joseph Seering, Tony Wang, Jina Yoon, and Geoff Kaufman. 2019. Moderator engagement and community development in the age of algorithms. New Media & Society 21, 7 (2019), 1417--1443. https://doi.org/10.1177/1461444818821316Google ScholarCross Ref
- Jeff T Sheng and Sanjay R Kairam. 2020. From Virtual Strangers to IRL Friends: Relationship Development in Livestreaming Communities on Twitch. Proceedings of the ACM on Human-Computer Interaction 4, CSCW2 (2020), 1--34.Google ScholarDigital Library
- Max Sjöblom and Juho Hamari. 2017. Why do people watch others play video games? An empirical study on the motivations of Twitch users. Computers in Human Behavior 75 (2017), 985 -- 996. https://doi.org/10.1016/j.chb.2016.10.019Google ScholarDigital Library
- C. Estelle Smith, Irfanul Alam, Chenhao Tan, Brian Keegan, and Anita Blanchard. 2022. The Impact of Governance Bots on Sense of Virtual Community: Development and Validation of the GOV-BOTs Scale. CSCW '22: ACM Conference On Computer- Supported Cooperative Work And Social Computing (2022).Google Scholar
- Deborah M Stone, Kristin M Holland, Bradford N Bartholow, Alex E Crosby, Shane P Davis, and Natalie Wilkins. 2017. Preventing suicide: A technical package of policies, programs, and practice. (2017).Google Scholar
- John Suler. 2004. The Online Disinhibition Effect. CyberPsychology & Behavior 7, 3 (2004), 321--326.Google ScholarCross Ref
- J.R. Suler. 2016. Psychology of the Digital Age: Humans Become Electric. Cambridge University Press. https://books.google.com/books?id=T27OCgAAQBAJGoogle Scholar
- John R. Suler. 2000. Psychotherapy in Cyberspace: A 5-Dimensional Model of Online and Computer-Mediated Psychotherapy. CyberPsychology & Behavior 3, 2 (2000), 151--159. https://doi.org/10.1089/109493100315996Google ScholarCross Ref
- Shima Sum, R Mark Mathews, Mohsen Pourghasem, and Ian Hughes. 2009. Internet use as a predictor of sense of community in older people. CyberPsychology & Behavior 12, 2 (2009), 235--239.Google ScholarCross Ref
- Bing Sun, Hongying Mao, and Chengshun Yin. 2020. Male and Female Users' Differences in Online Technology Community Based on Text Mining. Frontiers in Psychology 11 (2020).Google Scholar
- Juliana Sutanto, Atreyi Kankanhalli, and Bernard Cheng Yian Tan. 2011. Eliciting a sense of virtual community among knowledge contributors. ACM Transactions on Management Information Systems (TMIS) 2, 3 (2011), 1--17.Google ScholarDigital Library
- Franziska Tachtler, Toni Michel, Petr Slovák, and Geraldine Fitzpatrick. 2020. Supporting the Supporters of Unaccompanied Migrant Youth: Designing for Social-ecological Resilience. In Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. 1--14.Google ScholarDigital Library
- Franziska Tachtler, Reem Talhouk, Toni Michel, Petr Slovák, and Geraldine Fitzpatrick. 2021. Unaccompanied Migrant Youth and Mental Health Technologies: A Social-Ecological Approach to Understanding and Designing. In Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 1--19.Google ScholarDigital Library
- Mohsen Tavakol and Reg Dennick. 2011. Making sense of Cronbach's alpha. International journal of medical education 2 (2011), 53.Google ScholarCross Ref
- T.L. Taylor. 2006. Beyond Management: Considering Participatory Design and Governance in Player Culture. First Monday (Sep. 2006). https://doi.org/10.5210/fm.v0i0.1611Google Scholar
- T.L. Taylor. 2018. Watch Me Play: Twitch and the Rise of Game Live Streaming. Princeton University Press. https://books.google.com/books?id=ED9hDwAAQBAJGoogle Scholar
- Lisbeth Tonteri, Miia Kosonen, Hanna-Kaisa Ellonen, and Anssi Tarkiainen. 2011. Antecedents of an experienced sense of virtual community. Computers in Human Behavior 27, 6 (2011), 2215--2223.Google ScholarDigital Library
- Calvin P. Tribby, Lilian G. Perez, and David Berrigan. 2019. Book Review: Social Ecology in the Digital Age: Solving Complex Problems in a Globalized World. Frontiers in Sociology 4 (2019), 27. https://doi.org/10.3389/fsoc.2019.00027Google ScholarCross Ref
- Selen Türkay and Sonam Adinolf. 2019. Friending to flame: How social features affect player behaviours in an online collectible card game. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. 1--12.Google ScholarDigital Library
- Twitch. 2021. Twitch Press Center: Facts and Figures. Retrieved July 15, 2021 from https://www.twitch.tv/p/press-center/Google Scholar
- Twitch. 2022. Twitch Press Center: Facts and Figures. Retrieved June 21, 2022 from https://www.twitch.tv/p/press-center/Google Scholar
- Twitch.tv. 2020. Twitch Press Center: Facts and Figures. Retrieved July 30, 2020 from https://www.twitch.tv/p/press-center/Google Scholar
- Emily A Vogels, Andrew Perrin, Lee Rainie, and Monica Anderson. 2020. 53 percent of Americans Say the Internet Has Been Essential During the COVID-19 Outbreak. Retrieved June 12, 2021 from https://www.pewresearch.org/internet/2020/04/30/53-of-americans-say-the-internet-has-been-essential-during-the-covid-19-outbreak/Google Scholar
- Youcheng Wang and D.R. Fesenmaier. 2003. Assessing Motivation of Contribution in Online Communities: An Empirical Investigation of an Online Travel Community. Electronic Markets 13, 1 (2003), 33--45.Google ScholarCross Ref
- M McLure Wasko and Samer Faraj. 2000. "It is what one does": why people participate and help others in electronic communities of practice. The journal of strategic information systems 9, 2--3 (2000), 155--173.Google Scholar
- Sophie F Waterloo, Susanne E Baumgartner, Jochen Peter, and Patti M Valkenburg. 2018. Norms of online expressions of emotion: Comparing Facebook, Twitter, Instagram, and WhatsApp. new media & society 20, 5 (2018), 1813--1831.Google Scholar
- Justin D. Weisz, Sara Kiesler, Hui Zhang, Yuqing Ren, Robert E. Kraut, and Joseph A. Konstan. 2007. Watching Together: Integrating Text Chat with Video. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (San Jose, California, USA) (CHI '07). Association for Computing Machinery, New York, NY, USA, 877--886. https://doi.org/10.1145/1240624.1240756Google ScholarDigital Library
- Jennifer L Welbourne, Anita L Blanchard, and Marla D Boughton. 2009. Supportive communication, sense of virtual community and health outcomes in online infertility groups. In Proceedings of the fourth international conference on Communities and technologies. 31--40.Google ScholarDigital Library
- Donghee Yvette Wohn. 2019. Volunteer Moderators in Twitch Micro Communities: How They Get Involved, the Roles They Play, and the Emotional Labor They Experience. In Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems (Glasgow, Scotland Uk) (CHI '19). Association for Computing Machinery, New York, NY, USA, 1--13. https://doi.org/10.1145/3290605.3300390Google ScholarDigital Library
- Bente Wold and Maurice B. Mittelmark. 2018. Health-promotion research over three decades: The social-ecological model and challenges in implementation of interventions. Scandinavian Journal of Public Health 46, 20_suppl (2018), 20--26.Google ScholarCross Ref
- Wen Wu, Li Chen, and Qingchang Yang. 2017. Inferring Students' Sense of Community from Their Communication Behavior in Online Courses. In Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization. 238--246.Google ScholarDigital Library
- Jonathan Zaff and Ann Sloan Devlin. 1998. Sense of community in housing for the elderly. Journal of community psychology 26, 4 (1998), 381--398.Google ScholarCross Ref
Index Terms
- A Social-Ecological Approach to Modeling Sense of Virtual Community (SOVC) in Livestreaming Communities
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