The DOI matches its Crossref record; 76 of the 78 references it cites were found in a registry or an index.
Mental Health Support and its Relationship to Linguistic Accommodation in Online Communities
Abstract
Many online communities cater to the critical and unmet needs of individuals challenged with mental illnesses. Generally, communities engender characteristic linguistic practices, known as norms. Conformance to these norms, or linguistic accommodation, encourages social approval and acceptance. This paper investigates whether linguistic accommodation impacts a specific social feedback: the support received by an individual in an online mental health community. We first quantitatively derive two measures for each post in these communities: 1) the linguistic accommodation it exhibits, and 2) the level of support it receives. Thereafter, we build a statistical framework to examine the relationship between these measures. Although the extent to which accommodation is associated with support varies, we find a positive link between the two, consistent across 55 Reddit communities serving various psychological needs. We discuss how our work surfaces a tension in the functioning of these sensitive communities, and present design implications for improving their support provisioning mechanisms.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“These two forms of support have been found to be most prevalent and effective in several studies of online support and social media [38,62,66,67].”
From Psychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media (2020) · cites this paper as [38]
Citations
Cites
Diagnostic and Statistical Manual of Mental Disorders
American Psychiatric Association (2013) · doi:10.1176/appi.books.9780890425596 · Cited by 116,369
Stress, social support, and the buffering hypothesis
Cohen, S., & Wills, T. A. (1985) · Psychological Bulletin · doi:10.1037/0033-2909.98.2.310 · Cited by 18,093
Bourdieu, P. (1990) · doi:10.1515/9781503621749 · Cited by 17,271
Stigma: Notes on the Management of Spoiled Identity
(1969) · Postgraduate Medical Journal · doi:10.1136/pgmj.45.527.642 · Cited by 14,255
(1975) · Medical Entomology and Zoology · Cited by 7,245
The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods
Tausczik, Y. R., & Pennebaker, J. W. (2010) · Journal of Language and Social Psychology · doi:10.1177/0261927x09351676 · Cited by 5,774
(1972) · Behavior Therapy · doi:10.1016/s0005-7894(72)80121-7 · Cited by 4,366
Cook, K. S., Cheshire, C., Rice, E. R. W., & Nakagawa, S. (2006) · The Blackwell Encyclopedia of Sociology · doi:10.1002/9781405165518.wbeoss149.pub2 · Cited by 3,642
Kawachi, I. I. (2001) · Journal of Heredity · doi:10.1093/jurban/78.3.458 · Cited by 3,565
Cognitive Psychology and Emotional Disorders
Williams, J. M. G. (1988) · UWA Profiles and Research Repository (UWA) · Cited by 1,871
Online Communities: Designing Usability, Supporting Sociability
Preece, J. J. (2000) · Industrial Management & Data Systems · doi:10.1108/imds.2000.100.9.459.3 · Cited by 1,390
The health-related functions of social support
Schaefer, C. A., Coyne, J. C., & Lazarus, R. S. (1981) · Journal of Behavioral Medicine · doi:10.1007/bf00846149 · Cited by 1,326
Eysenbach, G., Powell, J., Englesakis, M., Rizo, C., & Stern, A. (2004) · BMJ · doi:10.1136/bmj.328.7449.1166 · Cited by 1,268
The future of mental health care: peer-to-peer support and social media
Naslund, J. A., Aschbrenner, K. A., Marsch, L. A., & Bartels, S. J. (2016) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796015001067 · Cited by 1,180
Identity and deception in the virtual community
Donath, J. (2002) · Routledge eBooks · doi:10.4324/9780203194959-11 · Cited by 1,177
Type of social support and specific stress: Toward a theory of optimal matching.
Cutrona, C. E., & Russell, D. W. (1990) · Cited by 1,124
The Development and Enforcement of Group Norms
Feldman, D. C. (1984) · The Academy of Management Review · doi:10.5465/amr.1984.4277934 · Cited by 945
Kaplan, B. H., Cassel, J. C., & Gore, S. L. (1977) · Medical Care · doi:10.1097/00005650-197705001-00006 · Cited by 856
Mental Health Discourse on reddit: Self-Disclosure, Social Support, and Anonymity
De Choudhury, M., & De, S. (2014) · Proceedings of the International AAAI Conference on Web and Social Media · doi:10.1609/icwsm.v8i1.14526 · Cited by 836
Who talks? The social psychology of illness support groups.
Davison, K. P., Pennebaker, J. W., & Dickerson, S. S. (2000) · American Psychologist · doi:10.1037/0003-066x.55.2.205 · Cited by 720
The Anthropology of Online Communities
Wilson, S. M., & Peterson, L. C. (2002) · Annual Review of Anthropology · doi:10.1146/annurev.anthro.31.040402.085436 · Cited by 603
The formation of group norms in computer-mediated communication
Postmes, T., Spears, R., & Lea, M. (2000) · Human Communication Research · doi:10.1093/hcr/26.3.341 · Cited by 557
Language Style Matching Predicts Relationship Initiation and Stability
Ireland, M. E., Slatcher, R. B., Eastwick, P. W., Scissors, L. E., Finkel, E. J., & Pennebaker, J. W. (2010) · Psychological Science · doi:10.1177/0956797610392928 · Cited by 532
(2007) · Cited by 521
Towards a theory of interpersonal accommodation through language: some Canadian data
Giles, H., Taylor, D. M., & Bourhis, R. Y. (1973) · Language in Society · doi:10.1017/s0047404500000701 · Cited by 519
Social Support and Cancer: Findings Based on Patient Interviews and Their Implications
Dunkel‐Schetter, C. (1984) · Journal of Social Issues · doi:10.1111/j.1540-4560.1984.tb01108.x · Cited by 482
No country for old members: user lifecycle and linguistic change in online communities
Danescu-Niculescu-Mizil, C., West, R., Jurafsky, D., Leskovec, J., & Potts, C. (2013) · The Web Conference · doi:10.1145/2488388.2488416 · Cited by 457
Language Style Matching as a Predictor of Social Dynamics in Small Groups
Gonzales, A. L., Hancock, J. T., & Pennebaker, J. W. (2009) · Communication Research · doi:10.1177/0093650209351468 · Cited by 455
The Secret Life of Pronouns: Flexibility in Writing Style and Physical Health
Campbell, R. S., & Pennebaker, J. W. (2003) · Psychological Science · doi:10.1111/1467-9280.01419 · Cited by 430
It's not that i don't have problems, i'm just not putting them on facebook
Newman, M., Lauterbach, D., Munson, S. A., Resnick, P., & Morris, M. E. (2011) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/1958824.1958876 · Cited by 422
Social Support, Negative Life Events and Mental Health
Dalgard, O. S., Bj⊘rk, S., & Tambs, K. (1995) · The British Journal of Psychiatry · doi:10.1192/bjp.166.1.29 · Cited by 413
Cognitive Therapy and the Emotional Disorders
Mott, T. (1980) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-198004000-00012 · Cited by 398
Andalibi, N., Haimson, O. L., De Choudhury, M., & Forte, A. (2016) · Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems · doi:10.1145/2858036.2858096 · Cited by 378
Sensitive Self-disclosures, Responses, and Social Support on Instagram
Andalibi, N., Ozturk, P., & Forte, A. (2017) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/2998181.2998243 · Cited by 366
Danescu-Niculescu-Mizil, C., & Lee, L. (2011) · arXiv (Cornell University) · doi:10.48550/arxiv.1106.3077 · Cited by 364
Danescu-Niculescu-Mizil, C., Lee, L., Pang, B., & Kleinberg, J. M. (2012) · International World Wide Web Conference (WWW) · doi:10.1145/2187836.2187931 · Cited by 287
Wang, Y.-C., Kraut, R., & Levine, J. M. (2012) · Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work · doi:10.1145/2145204.2145329 · Cited by 282
Sparse Additive Generative Models of Text
Eisenstein, J., Ahmed, A. A., & Xing, E. P. (2018) · Figshare · doi:10.1184/r1/6476342 · Cited by 279
The Buffering Effect of Social Support Subsequent to an Important Life Event
Lin, N., Woelfel, M. W., & Light, S. C. (1985) · Journal of Health and Social Behavior · doi:10.2307/2136756 · Cited by 263
Cutrona, C. E., & Suhr, J. A. (1994) · Cited by 259
The Language of Social Support in Social Media and Its Effect on Suicidal Ideation Risk
De Choudhury, M., & Kiciman, E. (2017) · Proceedings of the International AAAI Conference on Web and Social Media · doi:10.1609/icwsm.v11i1.14891 · Cited by 202
Linguistic Style Matching and Negotiation Outcome
Taylor, P. J., & Thomas, S. (2008) · Negotiation and Conflict Management Research · doi:10.1111/j.1750-4716.2008.00016.x · Cited by 193
Mark My Words! Linguistic Style Accommodation in Social MediaPreprint
Danescu-Niculescu-Mizil, C., Gamon, M., & Dumais, S. (2011) · arXiv (Cornell University) · doi:10.48550/arxiv.1105.0673 · Cited by 188
Online Social Support: The Interplay of social networks and computer-mediated communication
Bambina, A. D. (2007) · Cited by 184
Bringing theory to research on computer-mediated comforting communication
Caplan, S. E., & Turner, J. S. (2005) · Computers in Human Behavior · doi:10.1016/j.chb.2005.08.003 · Cited by 181
Benefiting from Social Capital in Online Support Groups: An Empirical Study of Cancer Patients
Beaudoin, C. E., & Tao, C.-C. (2007) · CyberPsychology & Behavior · doi:10.1089/cpb.2007.9986 · Cited by 165
Helgeson, V. S., Cohen, S., Schulz, R., & Yasko, J. M. (2001) · Health Psychology · doi:10.1037//0278-6133.20.5.387 · Cited by 160
Helgeson, V. S., Cohen, S., Schulz, R., & Yasko, J. M. (2001) · Health Psychology · doi:10.1037/0278-6133.20.5.387 · Cited by 156
Chung, J. E. (2013) · Computers in Human Behavior · doi:10.1016/j.chb.2013.01.019 · Cited by 155
Encyclopedia of Language and Education
Hornberger, N. H., & Corson, D. (1997) · Springer eBooks · doi:10.1007/978-94-011-4535-0 · Cited by 149
Neural inhibition enables selection during language processing
Snyder, H. R., Hutchison, N., Nyhus, E., Curran, T., Banich, M. T., O’Reilly, R. C., & Munakata, Y. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1002291107 · Cited by 141
Whittaker, S., Isaacs, E. A., & O’Day, V. L. (1997) · ACM SIGCHI Bulletin · doi:10.1145/264853.264867 · Cited by 130
Modeling Self-Disclosure in Social Networking Sites
Wang, Y., Burke, M., & Kraut, R. E. (2016) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/2818048.2820010 · Cited by 126
Lawlor, A., & Kirakowski, J. (2014) · Computers in Human Behavior · doi:10.1016/j.chb.2013.11.015 · Cited by 122
Leavitt, A. (2015) · Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing · doi:10.1145/2675133.2675175 · Cited by 113
Danescu-Niculescu-Mizil, C., Gamon, M., & Dumais, S. (2011) · International World Wide Web Conference (WWW) · doi:10.1145/1963405.1963509 · Cited by 113
Becker, B., & Mark, G. (2002) · Computer supported cooperative work · doi:10.1007/978-1-4471-0277-9_2 · Cited by 84
Support matching and satisfaction in an online breast cancer support community
Vlahovic, T. A., Wang, Y., Kraut, R. E., & Levine, J. M. (2014) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/2556288.2557108 · Cited by 77
Commitment of Newcomers and Old-timers to Online Health Support Communities
Yang, D., Kraut, R. E., & Levine, J. M. (2017) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3025453.3026008 · Cited by 74
Clinical Questions in Online Health Communities
Huh, J. (2015) · ACM Conference on Computer Supported Cooperative Work (CSCW) · doi:10.1145/2675133.2675259 · Cited by 73
Mental Illness and Social Processes
Bennett, D. (1967) · PubMed Central · Cited by 65
Language use as a reflection of socialization in online communities
Nguyen, D., & Rosé, C. P. (2011) · Cited by 53
Identifying Emotional and Informational Support in Online Health Communities
Biyani, P., Caragea, C., Mitra, P., & Yen, J. (2014) · University of North Texas Digital Library (University of North Texas) · Cited by 53
VisOHC: Designing Visual Analytics for Online Health Communities
Kwon, B. C., Kim, S.-H., Lee, S., Choo, J., Huh, J., & Yi, J. S. (2015) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2015.2467555 · Cited by 47
Fernandes, S. M., & Bernardino, J. (2014) · International Database Engineering & Applications Symposium (IDEAS) · doi:10.1145/2790755.2790797 · Cited by 44
Towards Conceptual Convergence: An Examination of Interpersonal Adaptation
Toma, C. L. (2014) · Communication Quarterly · doi:10.1080/01463373.2014.890116 · Cited by 42
Beefmoves: Dissemination, Diversity, and Dynamics of English Borrowings in a German Hip Hop Forum
Garley, M., & Hockenmaier, J. (2012) · CUNY Academic Works (City University of New York) · Cited by 37
Mental illness and social processes
Scheff, T. J. (1967) · Medical Entomology and Zoology · Cited by 33
Communities, Values, Conventions and Actions
Biggs, M., & Büchler, D. (2015) · Routledge eBooks · doi:10.4324/9780203841327.ch5 · Cited by 24
Everitt, B. S. (1982) · Personality and Individual Differences · doi:10.1016/0191-8869(82)90017-4 · Cited by 19
Recipients' perceptions of support attempts across various stressful life events
Sullivan, C. F. (1996) · Communication Research Reports · doi:10.1080/08824099609362085 · Cited by 14
Pragmatic Alignment on Social Support Type in Health Forum Conversations
Wang, Y.-F., Yen, J., & Reitter, D. (2015) · CMCL@NAACL-HLT · doi:10.3115/v1/w15-1102 · Cited by 13
Park, A., Hartzler, A. L., Huh, J., McDonald, D. W., & Pratt, W. (2015) · PubMed Central · Cited by 13
Cognitive psychology and emotional disorders.
Bellack, A. S. (1992) · Clinical Psychology Review · doi:10.1016/0272-7358(92)90144-w · Cited by 13
Linguistic Style Matching and Negotiation OutcomePreprint
Taylor, P. J., & Thomas, S. (2005) · SSRN Electronic Journal · doi:10.2139/ssrn.736244 · Cited by 12
Online support groups for mental health
LawlorAideen, & KirakowskiJurek (2014) · Computers in Human Behavior · doi:10.5555/2753876.2753982 · Cited by 5
Research works printed but not linked: 19
- 10.5555/1534606 · DOI
- 10.5555/505799.505801 · DOI
- E Berscheid and EH Walster. 1969. Rewards others provide: Similarity. Interpersonal attraction (1969), 69--91.
- Google BigQuery. 2015. Google BigQuery Reddit Data Archive. https://bigquery.cloud.google.com/table/fh-bigquery: redditposts.fullcorpus201512?pli=1. (2015). {Online; accessed 14-September-2017}.
- Brant R Burleson, Erina L MacGeorge, ML Knapp, and JA Daly. 2002. Supportive communication. Handbook of interpersonal communication 3 (2002), 374--424.
- Richard M Emerson. 1976. Social exchange theory. Annual review of sociology 2, 1 (1976), 335--362.
- 10.2307/258231 · DOI · Paper page
- Kathleen Ferrara. 1991. Accommodation in therapy. Contexts of accommodation: Developments in applied sociolinguistics (1991), 187--222.
- Howard Giles and Peter Powesland. 1997. Accommodation theory. In Sociolinguistics. Springer, 232--239.
- Amy L Gonzales, Jeffrey T Hancock, and James W Pennebaker. 2009. Language style matching as a predictor of social dynamics in small groups. Communication Research (2009).
- Ronald C Kessler and Jane D McLeod. 1985. Social support and mental health in community samples. Academic Press.
- Sara Kiesler, Robert Kraut, Paul Resnick, and Aniket Kittur. 2012. Regulating behavior in online communities. Building Successful Online Communities: Evidence-Based Social Design. MIT Press, Cambridge, MA (2012).
- Reddit Metrics. 2015. Reddit Metrics. http://redditmetrics.com/. (2015). {Online; accessed 15-September-2016}.
- moderator-on-rsuicidewatch. (2016). {Online; accessed 16-September-2017}.
- Arielle Pardes. 2016. How Reddit Became The Internet's Therapist. https: //health.good.is/features/internet-therapy-reddit. (2016). {Online; accessed 16-September-2017}.
- 10.5555/517688 · DOI
- Jenny Preece, Diane Maloney-Krichmar, and Chadia Abras. 2003. History of emergence of online communities. Encyclopedia of Community. Berkshire Publishing Group, Sage (2003), 1--11.
- R Jay Turner, B Gail Frankel, and Deborah M Levin. 1983. Social support: Conceptualization, measurement, and implications for mental health. Research in community & mental health (1983).
- Joseph B Walther and Shawn Boyd. 2002. Attraction to computer-mediated social support. Communication technology and society: Audience adoption and uses 153188 (2002).
Cited by
Sorted by citations
Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data
Xu, X., Yao, B., Dong, Y., Gabriel, S., Yu, H., Hendler, J., Ghassemi, M., Dey, A. K., & Wang, D. (2024) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies · doi:10.1145/3643540 · Cited by 278
A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support
Sharma, A., Miner, A., Atkins, D., & Althoff, T. (2020) · Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · doi:10.18653/v1/2020.emnlp-main.425 · Cited by 268
Beyond Screen Time: Identity Development in the Digital Age
Granic, I., Morita, H., & Scholten, H. (2020) · Psychological Inquiry · doi:10.1080/1047840x.2020.1820214 · Cited by 237
“Then, the contingent peer responses that follow these expressions can be identified and the extent to which these responses either dampen or amplify further contamination expressions can be tested (e.g. De Choudhury & Kiciman, 2017; Sharma & De Choudhury, 2018).”
BackgroundPsychosocial Effects of the COVID-19 Pandemic: Large-scale Quasi-Experimental Study on Social Media
Saha, K., Torous, J., Caine, E. D., & De Choudhury, M. (2020) · Journal of Medical Internet Research · doi:10.2196/22600 · Cited by 166
Sharma, A. K., Lin, I. W., Miner, A. S., Atkins, D. C., & Althoff, T. (2021) · International World Wide Web Conference (WWW) · doi:10.1145/3442381.3450097 · Cited by 182
Metadata
- Authors
- Sharma, E., & De Choudhury, M.
- Affiliations
- Georgia Institute of Technology (US)
- Georgia Institute of Technology, Atlanta, GA, USA
- Venue
- Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems
- Publisher
- ACM
- Published
- 2018-04-21
- Pages
- 1-13
- OpenAlex
- W2795743556
- Cited by
- 156
- References
- 78
- Citations by year
- 2026: 29 · 2025: 18 · 2024: 15 · 2023: 18 · 2022: 13 · 2021: 28 · 2020: 23 · 2019: 11 · 2018: 1
- FWCI
- 28.28
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- CHI Conference on Human Factors in Computing Systems (publishedVersion)
- Funders
- National Institutes of Health (R01GM112697)
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health via Writing
- Social Sciences › Linguistics and Language › Digital Communication and Language
- Physical Sciences › Computer Science › Human-Computer Interaction › Innovative Human-Technology Interaction
- Keywords
- linguistic accommodation, online mental health communities, social support, language norms, Reddit, social feedback, online communities, social acceptance
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review