skip to main content
research-article
Public Access

Understanding Delivery of Collectively Built Protocols in an Online Health Community for Discontinuation of Psychiatric Drugs

Published:18 October 2021Publication History
Skip Abstract Section

Abstract

People often turn to online health communities (OHCs) for peer support on their specific medical conditions and health-related concerns. Over time, core members in OHCs build a shared understanding of the medical conditions they support. Although prior work has studied how individuals function differently in active sensemaking mode compared to habitual mode, little is known about how OHCs disseminate their advice once their core members operate primarily in habitual mode. We qualitatively observe one such OHC, 'Surviving Antidepressants', to understand how collectively-built protocols are disseminated in the important domain of discontinuing psychiatric drugs. Psychiatric drugs are widely prescribed to treat mental health diagnoses, but, in certain cases, discontinuation might be clinically advisable. Unfortunately, some people experience severe withdrawal symptoms upon discontinuation, even when following medical advice, and thus turn to OHCs for support. We find that collectively-built protocols resemble medical advice and are delivered in a top-down fashion, with staff members being the primary source of informational support. In contrast, all members provide emotional support and exchange advice on navigating the medical system, while many express their distrust of the medical community and pharmaceutical companies. We also discuss the implications of OHCs offering advice outside of the medical system and offer suggestions for how OHCs can collaborate with healthcare providers to advance scientific knowledge and better support people living with medical conditions.

Skip Supplemental Material Section

Supplemental Material

References

  1. Adeline Abbe and Bruno Falissard. 2017. Stopping antidepressants and anxiolytics as major concerns reported in online health communities: a text mining approach. JMIR Mental Health, Vol. 4, 4 (2017), e48. https://doi.org/10.2196/mental.7797Google ScholarGoogle ScholarCross RefCross Ref
  2. Substance Abuse and Mental Health Services Administration. 2019. Mental Health Services Administration. Key substance use and mental health indicators in the United States: Results from the 2018 National Survey on Drug Use and Health. (HHS Publication No. PEP19--5068, NSDUH Series H-54). Rockville, MD: Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration (2019), 1--82. https://www.samhsa.gov/data/Google ScholarGoogle Scholar
  3. Nazanin Andalibi and Andrea Forte. 2018. Announcing Pregnancy Loss on Facebook: A Decision-Making Framework for Stigmatized Disclosures on Identified Social Network Sites. 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, 1--14. https://doi.org/10.1145/3173574.3173732Google ScholarGoogle ScholarDigital LibraryDigital Library
  4. Katrina Armstrong, Abigall Rose, Nikki Peters, Judith A Long, Suzanne McMurphy, and Judy A Shea. 2006. Distrust of the health care system and self-reported health in the United States. Journal of General Internal Medicine, Vol. 21, 4 (2006), 292. https://doi.org/10.1111/j.1525--1497.2006.00396.xGoogle ScholarGoogle ScholarCross RefCross Ref
  5. Heather Ashton. 2002. Benzodiazepines: How they work and how to withdraw. The Ashton Manual (2002). https://www.benzo.org.uk/manual/bzcha01.htmGoogle ScholarGoogle Scholar
  6. Heather Ashton. 2005. The diagnosis and management of benzodiazepine dependence. Current Opinion in Psychiatry, Vol. 18, 3 (2005), 249--255. https://doi.org/10.1097/01.yco.0000165594.60434.84Google ScholarGoogle ScholarCross RefCross Ref
  7. American Psychiatric Association. 2010. Practice Guidelines for the Treatment of Patients with Major Depressive Disorder. 3rd edition. (2010).Google ScholarGoogle Scholar
  8. Audrey S Bahrick. 2008. Persistence of sexual dysfunction side effects after discontinuation of antidepressant medications: Emerging evidence. The Open Psychology Journal, Vol. 1, 1 (2008), 42--50. https://doi.org/10.2174/1874350100801010042Google ScholarGoogle ScholarCross RefCross Ref
  9. David Baldwin, Robert Woods, Richard Lawson, and David Taylor. 2011. Efficacy of drug treatments for generalised anxiety disorder: systematic review and meta-analysis. BMJ, Vol. 342 (2011), 1--11. https://doi.org/10.1136/bmj.d1199Google ScholarGoogle ScholarCross RefCross Ref
  10. Prakhar Biyani, Cornelia Caragea, Prasenjit Mitra, and John Yen. 2014. Identifying Emotional and Informational Support in Online Health Communities. In Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers. Dublin City University and Association for Computational Linguistics, Dublin, Ireland, 827--836. https://www.aclweb.org/anthology/C14--1079Google ScholarGoogle Scholar
  11. Hannah M Bowers, Tony Kendrick, Marta Glowacka, Samantha Williams, Geraldine Leydon, Carl May, Chris Dowrick, Joanna Moncrieff, Rebecca Laine, Yvonne Nestoriuc, Gerhard Andersson, and Adam W A Geraghty. 2020. Supporting antidepressant discontinuation: the development and optimisation of a digital intervention for patients in UK primary care using a theory, evidence and person-based approach. BMJ, Vol. 10, 3 (2020). https://doi.org/10.1136/bmjopen-2019-032312Google ScholarGoogle ScholarCross RefCross Ref
  12. Peter Breggin and David Cohen. 2007. Your drug may be your problem: How and why to stop taking psychiatric medications .Da Capo Lifelong Books, Philadelphia, USA.Google ScholarGoogle Scholar
  13. Scott A Bull, Enid M Hunkeler, Janelle Y Lee, Clayton R Rowland, Todd E Williamson, Joseph R Schwab, and Stephen W Hurt. 2002. Discontinuing or switching selective serotonin-reuptake inhibitors. Annals of Pharmacotherapy, Vol. 36, 4 (2002), 578--584. https://doi.org/10.1345/aph.1A254Google ScholarGoogle ScholarCross RefCross Ref
  14. Stevie Chancellor, George Nitzburg, Andrea Hu, Francisco Zampieri, and Munmun De Choudhury. 2019. Discovering Alternative Treatments for Opioid Use Recovery Using Social Media. 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--15. https://doi.org/10.1145/3290605.3300354Google ScholarGoogle ScholarDigital LibraryDigital Library
  15. Guy Chouinard and Virginie-Anne Chouinard. 2015. New classification of selective serotonin reuptake inhibitor withdrawal. Psychotherapy and Psychosomatics, Vol. 84, 2 (2015), 63--71. https://doi.org/10.1159/000371865Google ScholarGoogle ScholarCross RefCross Ref
  16. Chia-Fang Chung, Jonathan Cook, Elizabeth Bales, Jasmine Zia, and Sean A Munson. 2015. More Than Telemonitoring: Health Provider Use and Nonuse of Life-Log Data in Irritable Bowel Syndrome and Weight Management. Journal of Medical Internet Research, Vol. 17, 8 (21 Aug 2015), e203. https://doi.org/10.2196/jmir.4364Google ScholarGoogle ScholarCross RefCross Ref
  17. Chia-Fang Chung, Kristin Dew, Allison Cole, Jasmine Zia, James Fogarty, Julie A. Kientz, and Sean A. Munson. 2016. Boundary Negotiating Artifacts in Personal Informatics: Patient-Provider Collaboration with Patient-Generated Data. In Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing (San Francisco, California, USA) (CSCW '16). Association for Computing Machinery, New York, NY, USA, 770--786. https://doi.org/10.1145/2818048.2819926Google ScholarGoogle ScholarDigital LibraryDigital Library
  18. Chia-Fang Chung, Qiaosi Wang, Jessica Schroeder, Allison Cole, Jasmine Zia, James Fogarty, and Sean A. Munson. 2019. Identifying and Planning for Individualized Change: Patient-Provider Collaboration Using Lightweight Food Diaries in Healthy Eating and Irritable Bowel Syndrome. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 3, 1, Article 7 (March 2019), 27 pages. https://doi.org/10.1145/3314394Google ScholarGoogle ScholarDigital LibraryDigital Library
  19. Andrea Cipriani, Toshi A Furukawa, Georgia Salanti, Anna Chaimani, Lauren Z Atkinson, Yusuke Ogawa, Stefan Leucht, Henricus G Ruhe, Erick H Turner, Julian PT Higgins, Matthias Egger, Nozomi Takeshima, Yu Hayasaka, Hissei Imai, Kiyomi Shinohara, Aran Tajika, John P A Ioannidis, and John R Geddes. 2018. Comparative efficacy and acceptability of 21 antidepressant drugs for the acute treatment of adults with major depressive disorder: a systematic review and network meta-analysis. The Lancet, Vol. 391, 10128 (2018), 1357--1366. https://doi.org/10.1016/S0140--6736(17)32802--7Google ScholarGoogle ScholarCross RefCross Ref
  20. Juliet Corbin and Anselm Strauss. 2014. Basics of Qualitative Research: Techniques and Procedures for Developing Grounded Theory .Sage Publications, Thousand Oaks, California.Google ScholarGoogle Scholar
  21. Mayara Costa Figueiredo, Clara Caldeira, Elizabeth Victoria Eikey, Melissa Mazmanian, and Yunan Chen. 2018. Engaging with Health Data: The Interplay Between Self-Tracking Activities and Emotions in Fertility Struggles. Proceedings of the ACM on Human-Computer Interaction, Vol. 2, CSCW, Article 40 (Nov. 2018), 20 pages. https://doi.org/10.1145/3274309Google ScholarGoogle ScholarDigital LibraryDigital Library
  22. Mayara Costa Figueiredo, Clara Caldeira, Tera L. Reynolds, Sean Victory, Kai Zheng, and Yunan Chen. 2017. Self-Tracking for Fertility Care: Collaborative Support for a Highly Personalized Problem. Proceedings of the ACM on Human-Computer Interaction, Vol. 1, CSCW, Article 36 (Dec. 2017), 21 pages. https://doi.org/10.1145/3134671Google ScholarGoogle ScholarDigital LibraryDigital Library
  23. James Davies and John Read. 2019. A systematic review into the incidence, severity and duration of antidepressant withdrawal effects: Are guidelines evidence-based? Addictive Behaviors, Vol. 97 (2019), 111--121. https://doi.org/10.1016/j.addbeh.2018.08.027Google ScholarGoogle ScholarCross RefCross Ref
  24. James Davies, John Read, Michael P Hengartner, Fiammetta Cosci, Giovanni Fava, Guy Chouinard, Jim Van Os, Antonio Nardi, Peter Gøtzsche, Peter Groot, et al. 2019. Clinical guidelines on antidepressant withdrawal urgently need updating. BMJ, Vol. 365 (2019). https://doi.org/10.1136/bmj.l2238Google ScholarGoogle ScholarCross RefCross Ref
  25. Munmun De Choudhury, Scott Counts, and Eric Horvitz. 2013. Predicting Postpartum Changes in Emotion and Behavior via Social Media. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Paris, France) (CHI '13). Association for Computing Machinery, New York, NY, USA, 3267--3276. https://doi.org/10.1145/2470654.2466447Google ScholarGoogle ScholarDigital LibraryDigital Library
  26. Christos M Dimitrakopoulos and Niko Beerenwinkel. 2017. Computational approaches for the identification of cancer genes and pathways. Wiley Interdisciplinary Reviews: Systems Biology and Medicine, Vol. 9, 1 (2017), e1364. https://doi.org/10.1002/wsbm.1364Google ScholarGoogle ScholarCross RefCross Ref
  27. Bryan Dosono and Bryan Semaan. 2019. Moderation Practices as Emotional Labor in Sustaining Online Communities: The Case of AAPI Identity Work on Reddit. 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/10.1145/3290605.3300372Google ScholarGoogle ScholarDigital LibraryDigital Library
  28. Daniel J Dunleavy. 2019. Clinical guidelines on antidepressant withdrawal urgently need updating: Collaboration is key. BMJ (2019). https://doi.org/10.1136/bmj.l2238Google ScholarGoogle ScholarCross RefCross Ref
  29. Giovanni A Fava, Alessia Gatti, Carlotta Belaise, Jenny Guidi, and Emanuela Offidani. 2015. Withdrawal symptoms after selective serotonin reuptake inhibitor discontinuation: a systematic review. Psychotherapy and Psychosomatics, Vol. 84, 2 (2015), 72--81. https://doi.org/10.1159/000370338Google ScholarGoogle ScholarCross RefCross Ref
  30. Clayton Feustel, Shyamak Aggarwal, Bongshin Lee, and Lauren Wilcox. 2018. People Like Me: Designing for Reflection on Aggregate Cohort Data in Personal Informatics Systems. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 2, 3, Article 107 (Sept. 2018), 21 pages. https://doi.org/10.1145/3264917Google ScholarGoogle ScholarDigital LibraryDigital Library
  31. National Institute for Clinical Excellence et al. 2009. Depression in adults: Recognition and management. Clinical guideline [CG90]. https://www.nice.org.uk/guidance/cg90Google ScholarGoogle Scholar
  32. National Institute for Clinical Excellence et al. 2019. Depression in adults: Recognition and management. https://www.nice.org.uk/guidance/cg90/resources/endorsed-resource-stopping-antidepressants-8892174781Google ScholarGoogle Scholar
  33. Adele Framer. 2021. What I have learnt from helping thousands of people taper off antidepressants and other psychotropic medications. Therapeutic Advances in Psychopharmacology, Vol. 11 (2021), 1--18. https://doi.org/10.1177/2045125321991274Google ScholarGoogle ScholarCross RefCross Ref
  34. Kerry Gibson, Claire Cartwright, and John Read. 2014. Patient-centered perspectives on antidepressant use: A narrative review. International Journal of Mental Health, Vol. 43, 1 (2014), 81--99. https://doi.org/10.2753/IMH0020--7411430105Google ScholarGoogle ScholarCross RefCross Ref
  35. Xinning Gui, Yu Chen, Yubo Kou, Katie Pine, and Yunan Chen. 2017. Investigating Support Seeking from Peers for Pregnancy in Online Health Communities. Proceedings of the ACM on Human-Computer Interaction, Vol. 1, CSCW, Article 50 (Dec. 2017), 19 pages. https://doi.org/10.1145/3134685Google ScholarGoogle ScholarDigital LibraryDigital Library
  36. Peter Haddad. 1997. Newer antidepressants and the discontinuation syndrome. Journal of Clinical Psychiatry, Vol. 58, 7 (1997), 17--22. https://pubmed.ncbi.nlm.nih.gov/9219489/Google ScholarGoogle Scholar
  37. Peter Haddad. 1998. The SSRI discontinuation syndrome. Journal of Psychopharmacology, Vol. 12, 3 (1998), 305--313. https://doi.org/10.1177/026988119801200311Google ScholarGoogle ScholarCross RefCross Ref
  38. Peter M Haddad and Masuda Qureshi. 2000. Misdiagnosis of antidepressant discontinuation symptoms. Acta Psychiatrica Scandinavica, Vol. 102, 6 (2000), 466--7. https://doi.org/10.1034/j.1600-0447.2000.102006466.xGoogle ScholarGoogle ScholarCross RefCross Ref
  39. Will Hall, Carrie Bergman, J McNamara, and Janice Sorensen. 2007. Harm reduction guide to coming off psychiatric drugs .Icarus Project. https://willhall.net/comingoffmeds/Google ScholarGoogle Scholar
  40. Health and Social Care Information Centre. 2016. Prescriptions dispensed in the community: England 2005--2015. https://files.digital.nhs.uk/publicationimport/pub20xxx/pub20664/pres-disp-com-eng-2005--15-rep.pdfGoogle ScholarGoogle Scholar
  41. Andreas Heinz, Laura S Daedelow, Carolin Wackerhagen, and Gaetano Di Chiara. 2020. Addiction theory matters-why there is no dependence on caffeine or antidepressant medication. Addiction Biology, Vol. 25, 2 (2020), e12735. https://doi.org/10.1111/adb.12735Google ScholarGoogle ScholarCross RefCross Ref
  42. Michael P Hengartner, Lukas Schulthess, Anders Sorensen, and Adele Framer. 2020. Protracted withdrawal syndrome after stopping antidepressants: a descriptive quantitative analysis of consumer narratives from a large internet forum. Therapeutic Advances in Psychopharmacology, Vol. 10 (2020), 1--13. https://doi.org/10.1177/2045125320980573Google ScholarGoogle ScholarCross RefCross Ref
  43. Richard IG Holt. 2019. Association between antipsychotic medication use and diabetes. Current Diabetes Reports, Vol. 19, 10 (2019), 96. https://doi.org/10.1007/s11892-019--1220--8Google ScholarGoogle ScholarCross RefCross Ref
  44. Mark Abie Horowitz and David Taylor. 2019. Tapering of SSRI treatment to mitigate withdrawal symptoms. The Lancet Psychiatry, Vol. 6, 6 (2019), 538--546. https://doi.org/10.1016/S2215-0366(19)30032-XGoogle ScholarGoogle ScholarCross RefCross Ref
  45. Jina Huh. 2015. Clinical Questions in Online Health Communities: The Case of ?See Your Doctor" Threads. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (Vancouver, BC, Canada) (CSCW '15). Association for Computing Machinery, New York, NY, USA, 1488--1499. https://doi.org/10.1145/2675133.2675259Google ScholarGoogle ScholarDigital LibraryDigital Library
  46. Jina Huh and Mark S. Ackerman. 2012. Collaborative Help in Chronic Disease Management: Supporting Individualized Problems. In Proceedings of the ACM 2012 Conference on Computer Supported Cooperative Work (Seattle, Washington, USA) (CSCW '12). Association for Computing Machinery, New York, NY, USA, 853--862. https://doi.org/10.1145/2145204.2145331Google ScholarGoogle ScholarDigital LibraryDigital Library
  47. Jina Huh, Rupa Patel, and Wanda Pratt. 2012. Tackling Dilemmas in Supporting ?the Whole Person" in Online Patient Communities. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Austin, Texas, USA) (CHI '12). Association for Computing Machinery, New York, NY, USA, 923--926. https://doi.org/10.1145/2207676.2208535Google ScholarGoogle ScholarDigital LibraryDigital Library
  48. Gareth Iacobucci. 2019. NICE updates antidepressant guidelines to reflect severity and length of withdrawal symptoms. BMJ (Online), Vol. 367 (2019). https://doi.org/10.1136/bmj.l6103Google ScholarGoogle ScholarCross RefCross Ref
  49. Joshua Introne, Bryan Semaan, and Sean Goggins. 2016. A Sociotechnical Mechanism for Online Support Provision. In Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems (San Jose, California, USA) (CHI '16). Association for Computing Machinery, New York, NY, USA, 3559--3571. https://doi.org/10.1145/2858036.2858582Google ScholarGoogle ScholarDigital LibraryDigital Library
  50. Allen C Johnston, James L Worrell, Paul M Di Gangi, and Molly Wasko. 2013. Online health communities: An assessment of the influence of participation on patient empowerment outcomes. Information Technology & People (2013), 213--235. https://doi.org/10.1108/ITP-02--2013-0040Google ScholarGoogle ScholarCross RefCross Ref
  51. Elizabeth D Kantor, Colin D Rehm, Jennifer S Haas, Andrew T Chan, and Edward L Giovannucci. 2015. Trends in prescription drug use among adults in the United States from 1999--2012. Jama, Vol. 314, 17 (2015), 1818--1830. https://doi.org/10.1001/jama.2015.13766Google ScholarGoogle ScholarCross RefCross Ref
  52. Ravi Karkar, Jessica Schroeder, Daniel A. Epstein, Laura R. Pina, Jeffrey Scofield, James Fogarty, Julie A. Kientz, Sean A. Munson, Roger Vilardaga, and Jasmine Zia. 2017. TummyTrials: A Feasibility Study of Using Self-Experimentation to Detect Individualized Food Triggers. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (Denver, Colorado, USA) (CHI '17). Association for Computing Machinery, New York, NY, USA, 6850--6863. https://doi.org/10.1145/3025453.3025480Google ScholarGoogle ScholarDigital LibraryDigital Library
  53. Elizabeth Kaziunas, Mark S. Ackerman, Silvia Lindtner, and Joyce M. Lee. 2017. Caring through Data: Attending to the Social and Emotional Experiences of Health Datafication. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (Portland, Oregon, USA) (CSCW '17). Association for Computing Machinery, New York, NY, USA, 2260--2272. https://doi.org/10.1145/2998181.2998303Google ScholarGoogle ScholarDigital LibraryDigital Library
  54. Tony Kendrick. 2021. Strategies to reduce use of antidepressants. British Journal of Clinical Pharmacology, Vol. 87, 1 (2021), 23--33. https://doi.org/10.1111/bcp.14475Google ScholarGoogle ScholarCross RefCross Ref
  55. Natasja Kingod, Bryan Cleal, Ayo Wahlberg, and Gitte R Husted. 2017. Online peer-to-peer communities in the daily lives of people with chronic illness: a qualitative systematic review. Qualitative Health Research, Vol. 27, 1 (2017), 89--99. https://doi.org/10.1177/1049732316680203Google ScholarGoogle ScholarCross RefCross Ref
  56. Sanjay Kukreja, Gurvinder Kalra, Nilesh Shah, and Amresh Shrivastava. 2013. Polypharmacy in psychiatry: a review. Mens Sana Monographs, Vol. 11, 1 (2013), 82. https://doi.org/10.4103/0973--1229.104497Google ScholarGoogle ScholarCross RefCross Ref
  57. Zachary Levonian, Drew Richard Erikson, Wenqi Luo, Saumik Narayanan, Sabirat Rubya, Prateek Vachher, Loren Terveen, and Svetlana Yarosh. 2020. Bridging qualitative and quantitative methods for user modeling: Tracing cancer patient behavior in an online health community. In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 14. 405--416. https://ojs.aaai.org/index.php/ICWSM/article/view/7310Google ScholarGoogle ScholarCross RefCross Ref
  58. Elizabeth O Lillie, Bradley Patay, Joel Diamant, Brian Issell, Eric J Topol, and Nicholas J Schork. 2011. The n-of-1 clinical trial: the ultimate strategy for individualizing medicine? Personalized medicine, Vol. 8, 2 (2011), 161--173. https://doi.org/10.2217/pme.11.7Google ScholarGoogle ScholarCross RefCross Ref
  59. Yingjie Lu, Yang Wu, Jingfang Liu, Jia Li, and Pengzhu Zhang. 2017. Understanding Health Care Social Media Use from Different Stakeholder Perspectives: a Content Analysis of an Online Health Community. Journal of Medical Internet Research, Vol. 19, 4 (2017), e109.Google ScholarGoogle ScholarCross RefCross Ref
  60. Diana MacLean, Sonal Gupta, Anna Lembke, Christopher Manning, and Jeffrey Heer. 2015. Forum77: An Analysis of an Online Health Forum Dedicated to Addiction Recovery. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (Vancouver, BC, Canada) (CSCW '15). Association for Computing Machinery, New York, NY, USA, 1511--1526. https://doi.org/10.1145/2675133.2675146Google ScholarGoogle ScholarDigital LibraryDigital Library
  61. Haley MacLeod, Kim Oakes, Danika Geisler, Kay Connelly, and Katie Siek. 2015. Rare World: Towards Technology for Rare Diseases. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (Seoul, Republic of Korea) (CHI '15). Association for Computing Machinery, New York, NY, USA, 1145--1154. https://doi.org/10.1145/2702123.2702494Google ScholarGoogle ScholarDigital LibraryDigital Library
  62. Lena Mamykina, Drashko Nakikj, and Noemie Elhadad. 2015a. Collective Sensemaking in Online Health Forums. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (Seoul, Republic of Korea) (CHI '15). Association for Computing Machinery, New York, NY, USA, 3217--3226. https://doi.org/10.1145/2702123.2702566Google ScholarGoogle ScholarDigital LibraryDigital Library
  63. Lena Mamykina, Arlene M. Smaldone, and Suzanne R. Bakken. 2015b. Adopting the Sensemaking Perspective for Chronic Disease Self-Management. Journal of Biomedical Informatics, Vol. 56, C (Aug. 2015), 406--417. https://doi.org/10.1016/j.jbi.2015.06.006Google ScholarGoogle ScholarDigital LibraryDigital Library
  64. Jennifer Mankoff, Kateryna Kuksenok, Sara Kiesler, Jennifer A. Rode, and Kelly Waldman. 2011. Competing Online Viewpoints and Models of Chronic Illness. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Vancouver, BC, Canada) (CHI '11). Association for Computing Machinery, New York, NY, USA, 589--598. https://doi.org/10.1145/1978942.1979027Google ScholarGoogle ScholarDigital LibraryDigital Library
  65. Helena M. Mentis, Anita Komlodi, Katrina Schrader, Michael Phipps, Ann Gruber-Baldini, Karen Yarbrough, and Lisa Shulman. 2017. Crafting a View of Self-Tracking Data in the Clinical Visit. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (Denver, Colorado, USA) (CHI '17). Association for Computing Machinery, New York, NY, USA, 5800--5812. https://doi.org/10.1145/3025453.3025589Google ScholarGoogle ScholarDigital LibraryDigital Library
  66. SA Montgomery, SH Kennedy, GD Burrows, M Lejoyeux, and I Hindmarch. 2004. Absence of discontinuation symptoms with agomelatine and occurrence of discontinuation symptoms with paroxetine: a randomized, double-blind, placebo-controlled discontinuation study. International clinical Psychopharmacology, Vol. 19, 5 (2004), 271--280. https://doi.org/10.1097/01.yic.0000137184.64610.c8Google ScholarGoogle ScholarCross RefCross Ref
  67. Thomas J Moore and Donald R Mattison. 2017. Adult utilization of psychiatric drugs and differences by sex, age, and race. JAMA Internal Medicine, Vol. 177, 2 (2017), 274--275. https://doi.org/10.1001/jamainternmed.2016.7507Google ScholarGoogle ScholarCross RefCross Ref
  68. Matthew Motta, Timothy Callaghan, and Steven Sylvester. 2018. Knowing less but presuming more: Dunning-Kruger effects and the endorsement of anti-vaccine policy attitudes. Social Science & Medicine, Vol. 211 (2018), 274--281. https://doi.org/10.1016/j.socscimed.2018.06.032Google ScholarGoogle ScholarCross RefCross Ref
  69. Elizabeth L Murnane, Dan Cosley, Pamara Chang, Shion Guha, Ellen Frank, Geri Gay, and Mark Matthews. 2016. Self-monitoring practices, attitudes, and needs of individuals with bipolar disorder: implications for the design of technologies to manage mental health. Journal of the American Medical Informatics Association, Vol. 23, 3 (01 2016), 477--484. https://doi.org/10.1093/jamia/ocv165Google ScholarGoogle ScholarCross RefCross Ref
  70. Elizabeth L. Murnane and Scott Counts. 2014. Unraveling Abstinence and Relapse: Smoking Cessation Reflected in Social 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, 1345--1354. https://doi.org/10.1145/2556288.2557145Google ScholarGoogle ScholarDigital LibraryDigital Library
  71. Elizabeth L. Murnane, Tara G. Walker, Beck Tench, Stephen Voida, and Jaime Snyder. 2018. Personal Informatics in Interpersonal Contexts: Towards the Design of Technology That Supports the Social Ecologies of Long-Term Mental Health Management. Proceedings of the ACM on Human-Computer Interaction, Vol. 2, CSCW, Article 127 (Nov. 2018), 27 pages. https://doi.org/10.1145/3274396Google ScholarGoogle ScholarDigital LibraryDigital Library
  72. Drashko Nakikj and Lena Mamykina. 2017. A Park or A Highway: Overcoming Tensions in Designing for Socio-Emotional and Informational Needs in Online Health Communities. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (Portland, Oregon, USA) (CSCW '17). Association for Computing Machinery, New York, NY, USA, 1304--1319. https://doi.org/10.1145/2998181.2998339Google ScholarGoogle ScholarDigital LibraryDigital Library
  73. Andrew A Nierenberg, Timothy J Petersen, and Jonathan E Alpert. 2003. Prevention of relapse and recurrence in depression: the role of long-term pharmacotherapy and psychotherapy. Journal of Clinical Psychiatry, Vol. 64, 15 (2003), 13--17. https://pubmed.ncbi.nlm.nih.gov/14658986/Google ScholarGoogle Scholar
  74. OECD. 2015. Health at a Glance 2015. 220 pages. https://www.oecd-ilibrary.org/content/publication/health_glance-2015-enGoogle ScholarGoogle Scholar
  75. Royal College of Psychiatrists. 2019. Position statement on antidepressants and depression. https://www.rcpsych.ac.uk/improving-care/campaigning-for-better-mental-health-policy/position-statements/position-statements-2019Google ScholarGoogle Scholar
  76. Nikki R Ogle and Shawn R Akkerman. 2013. Guidance for the discontinuation or switching of antidepressant therapies in adults. Journal of Pharmacy Practice, Vol. 26, 4 (2013), 389--396. https://doi.org/10.1177/0897190012467210Google ScholarGoogle ScholarCross RefCross Ref
  77. Karen O'Connor, Pranoti Pimpalkhute, Azadeh Nikfarjam, Rachel Ginn, Karen L Smith, and Graciela Gonzalez. 2014. Pharmacovigilance on twitter? Mining tweets for adverse drug reactions. In AMIA Annual Symposium Proceedings, Vol. 2014. American Medical Informatics Association, 924.Google ScholarGoogle Scholar
  78. Aisling Ann O'Kane, Sun Young Park, Helena Mentis, Ann Blandford, and Yunan Chen. 2016. Turning to peers: integrating understanding of the self, the condition, and others' experiences in making sense of complex chronic conditions. Computer Supported Cooperative Work (CSCW), Vol. 25, 6 (2016), 477--501. https://doi.org/10.1007/s10606-016--9260-yGoogle ScholarGoogle ScholarCross RefCross Ref
  79. Jeni Paay, Jesper Kjeldskov, Mikael B Skov, Lars Lichon, and Stephan Rasmussen. 2015a. Understanding individual differences for tailored smoking cessation apps. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems. 1699--1708.Google ScholarGoogle ScholarDigital LibraryDigital Library
  80. Jeni Paay, Jesper Kjeldskov, Mikael B. Skov, Nirojan Srikandarajah, and Umachanger Brinthaparan. 2015b. QuittyLink: Using Smartphones for Personal Counseling to Help People Quit Smoking. In Proceedings of the 17th International Conference on Human-Computer Interaction with Mobile Devices and Services (Copenhagen, Denmark) (MobileHCI '15). Association for Computing Machinery, New York, NY, USA, 98--104. https://doi.org/10.1145/2785830.2785877Google ScholarGoogle ScholarDigital LibraryDigital Library
  81. Albert Park and Mike Conway. 2017. Longitudinal changes in psychological states in online health community members: understanding the long-term effects of participating in an online depression community. Journal of Medical Internet Research, Vol. 19, 3 (2017), e71. https://doi.org/10.2196/jmir.6826Google ScholarGoogle ScholarCross RefCross Ref
  82. Albert Park, Mike Conway, and Annie T Chen. 2018. Examining thematic similarity, difference, and membership in three online mental health communities from Reddit: a text mining and visualization approach. Computers in Human Behavior, Vol. 78 (2018), 98--112. https://doi.org/10.1016/j.chb.2017.09.001Google ScholarGoogle ScholarDigital LibraryDigital Library
  83. Ryne Paulose-Ram, Marc A Safran, Bruce S Jonas, Qiuping Gu, and Denise Orwig. 2007. Trends in psychotropic medication use among US adults. Pharmacoepidemiology and Drug Safety, Vol. 16, 5 (2007), 560--570. https://doi.org/10.1001/jama.2015.13766Google ScholarGoogle ScholarCross RefCross Ref
  84. Jennifer L Payne and Samantha Meltzer-Brody. 2009. Antidepressant use during pregnancy: current controversies and treatment strategies. Clinical Obstetrics and Gynecology, Vol. 52, 3 (2009), 469. https://doi.org/10.1097/GRF.0b013e3181b52e20Google ScholarGoogle ScholarCross RefCross Ref
  85. Baojun Qiu, Kang Zhao, Prasenjit Mitra, Dinghao Wu, Cornelia Caragea, John Yen, Greta E Greer, and Kenneth Portier. 2011. Get online support, feel better--sentiment analysis and dynamics in an online cancer survivor community. In 2011 IEEE Third International Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third International Conference on Social Computing. IEEE, 274--281. https://doi.org/10.1109/PASSAT/SocialCom.2011.127Google ScholarGoogle ScholarCross RefCross Ref
  86. Shriti Raj, Joyce M. Lee, Ashley Garrity, and Mark W. Newman. 2019. Clinical Data in Context: Towards Sensemaking Tools for Interpreting Personal Health Data. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 3, 1, Article 22 (March 2019), 20 pages. https://doi.org/10.1145/3314409Google ScholarGoogle ScholarDigital LibraryDigital Library
  87. John Read, Claire Cartwright, and Kerry Gibson. 2018. How many of 1829 antidepressant users report withdrawal effects or addiction? International Journal of Mental Health Nursing, Vol. 27, 6 (2018), 1805--1815. https://doi.org/10.1111/inm.12488Google ScholarGoogle ScholarCross RefCross Ref
  88. John Read and James Williams. 2018. Adverse effects of antidepressants reported by a large international cohort: emotional blunting, suicidality, and withdrawal effects. Current Drug Safety, Vol. 13, 3 (2018), 176--186. https://doi.org/10.2174/1574886313666180605095130Google ScholarGoogle ScholarCross RefCross Ref
  89. Catherine M Ridings and David Gefen. 2004. Virtual community attraction: Why people hang out online. Journal of Computer-Mediated Communication, Vol. 10, 1 (2004). https://doi.org/10.1111/j.1083--6101.2004.tb00229.xGoogle ScholarGoogle ScholarCross RefCross Ref
  90. Sabirat Rubya and Svetlana Yarosh. 2017. Video-Mediated Peer Support in an Online Community for Recovery from Substance Use Disorders. In Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (Portland, Oregon, USA) (CSCW '17). Association for Computing Machinery, New York, NY, USA, 1454--1469. https://doi.org/10.1145/2998181.2998246Google ScholarGoogle ScholarDigital LibraryDigital Library
  91. Koustuv Saha, Benjamin Sugar, John Torous, Bruno Abrahao, Emre Kiciman, and Munmun De Choudhury. 2019. A social media study on the effects of psychiatric medication use. In Proceedings of the International AAAI Conference on Web and Social Media, Vol. 13. 440--451. https://ojs.aaai.org/index.php/ICWSM/article/view/3242Google ScholarGoogle ScholarCross RefCross Ref
  92. Zachary Schmitt and Svetlana Yarosh. 2018. Participatory Design of Technologies to Support Recovery from Substance Use Disorders. Proceedings of the ACM on Human-Computer Interaction, Vol. 2, CSCW, Article 156 (Nov. 2018), 27 pages. https://doi.org/10.1145/3274425Google ScholarGoogle ScholarDigital LibraryDigital Library
  93. Bryan B Shapiro. 2018. Subtherapeutic doses of SSRI antidepressants demonstrate considerable serotonin transporter occupancy: implications for tapering SSRIs. Psychopharmacology, Vol. 235, 9 (2018), 2779--2781. https://doi.org/10.1007/s00213-018--4995--4Google ScholarGoogle ScholarCross RefCross Ref
  94. Priya Sharma and Susan Land. 2019. Patterns of knowledge sharing in an online affinity space for diabetes. Educational Technology Research and Development, Vol. 67, 2 (2019), 247--275. https://doi.org/10.1007/s11423-018--9609--7Google ScholarGoogle ScholarCross RefCross Ref
  95. Jo Anne Sirey, Martha L Bruce, George S Alexopoulos, Deborah A Perlick, Steven J Friedman, and Barnett S Meyers. 2001. Stigma as a barrier to recovery: Perceived stigma and patient-rated severity of illness as predictors of antidepressant drug adherence. Psychiatric Services, Vol. 52, 12 (2001), 1615--1620. https://doi.org/10.1176/appi.ps.52.12.1615Google ScholarGoogle ScholarCross RefCross Ref
  96. Catherine Arnott Smith and Paul J Wicks. 2008. PatientsLikeMe: Consumer health vocabulary as a folksonomy. In AMIA Annual Symposium Proceedings, Vol. 2008. American Medical Informatics Association, 682. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2656083/Google ScholarGoogle Scholar
  97. Wally Smith, Bernd Ploderer, Greg Wadley, Sarah Webber, and Ron Borland. 2017. Trajectories of Engagement and Disengagement with a Story-Based Smoking Cessation App. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (Denver, Colorado, USA) (CHI '17). Association for Computing Machinery, New York, NY, USA, 3045--3056. https://doi.org/10.1145/3025453.3026054Google ScholarGoogle ScholarDigital LibraryDigital Library
  98. Tom Stockmann, Dolapo Odegbaro, Sami Timimi, and Joanna Moncrieff. 2018. SSRI and SNRI withdrawal symptoms reported on an internet forum. International Journal of Risk & Safety in Medicine, Vol. 29, 3--4 (2018), 175--180. http://doi.org/10.3233/jrs-180018Google ScholarGoogle ScholarCross RefCross Ref
  99. Acar Tamersoy, Munmun De Choudhury, and Duen Horng Chau. 2015. Characterizing Smoking and Drinking Abstinence from Social Media. In Proceedings of the 26th ACM Conference on Hypertext & Social Media (Guzelyurt, Northern Cyprus) (HT '15). Association for Computing Machinery, New York, NY, USA, 139--148. https://doi.org/10.1145/2700171.2791247Google ScholarGoogle ScholarDigital LibraryDigital Library
  100. Aung Tint, Peter M Haddad, and Ian M Anderson. 2008. The effect of rate of antidepressant tapering on the incidence of discontinuation symptoms: a randomised study. Journal of Psychopharmacology, Vol. 22, 3 (2008), 330--332. https://doi.org/10.1177/0269881107081550Google ScholarGoogle ScholarCross RefCross Ref
  101. Martijn van der Eijk, Marjan J Faber, Johanna WM Aarts, Jan AM Kremer, Marten Munneke, and Bastiaan R Bloem. 2013. Using online health communities to deliver patient-centered care to people with chronic conditions. Journal of Medical Internet Research, Vol. 15, 6 (2013), e115. https://doi.org/10.2196/jmir.2476Google ScholarGoogle ScholarCross RefCross Ref
  102. Cornelia F van Uden-Kraan, Constance HC Drossaert, Erik Taal, Bret R Shaw, Erwin R Seydel, and Mart AFJ van de Laar. 2008. Empowering processes and outcomes of participation in online support groups for patients with breast cancer, arthritis, or fibromyalgia. Qualitative Health Research, Vol. 18, 3 (2008), 405--417. https://doi.org/10.1177/1049732307313429Google ScholarGoogle ScholarCross RefCross Ref
  103. Roger Vilardaga, Javier Rizo, Emily Zeng, Julie A Kientz, Richard Ries, Chad Otis, and Kayla Hernandez. 2018. User-centered design of learn to quit, a smoking cessation smartphone app for people with serious mental illness. JMIR Serious Games, Vol. 6, 1 (2018), e2. https://doi.org/10.2196/games.8881Google ScholarGoogle ScholarCross RefCross Ref
  104. Yi-Chia Wang, Robert Kraut, and John M. Levine. 2012. To Stay or Leave? The Relationship of Emotional and Informational Support to Commitment in Online Health Support Groups. In Proceedings of the ACM 2012 Conference on Computer Supported Cooperative Work (Seattle, Washington, USA) (CSCW '12). Association for Computing Machinery, New York, NY, USA, 833--842. https://doi.org/10.1145/2145204.2145329Google ScholarGoogle ScholarDigital LibraryDigital Library
  105. Christopher H Warner, William Bobo, Carolynn M Warner, Sara Reid, and James Rachal. 2006. Antidepressant discontinuation syndrome. American Family Physician, Vol. 74, 3 (2006), 449--456.Google ScholarGoogle Scholar
  106. Edward White, John Read, and Sherry Julo. 2021. The role of Facebook groups in the management and raising of awareness of antidepressant withdrawal: is social media filling the void left by health services? Therapeutic Advances in Psychopharmacology, Vol. 11 (2021), 1--18. https://doi.org/10.1177/2045125320981174Google ScholarGoogle ScholarCross RefCross Ref
  107. Diyi Yang, Robert E. Kraut, Tenbroeck Smith, Elijah Mayfield, and Dan Jurafsky. 2019. Seekers, Providers, Welcomers, and Storytellers: Modeling Social Roles in Online Health Communities. 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--14. https://doi.org/10.1145/3290605.3300574Google ScholarGoogle ScholarDigital LibraryDigital Library
  108. Chuang-Wen You, Yaliang Chuang, Hung-Yeh Lin, Jui-Ting Tsai, Yi-Ching Huang, Chia-Hua Kuo, Ming-Chyi Huang, Shan Jean Wu, Frank Wencheng Liu, Jane Yung-Jen Hsu, and Hui-Ching Wu. 2019. SoberComm: Using Mobile Phones to Facilitate Inter-Family Communication with Alcohol-Dependent Patients. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, Vol. 3, 3, Article 119 (Sept. 2019), 31 pages. https://doi.org/10.1145/3351277Google ScholarGoogle ScholarDigital LibraryDigital Library
  109. Chuang-wen You, Kuo-Cheng Wang, Ming-Chyi Huang, Yen-Chang Chen, Cheng-Lin Lin, Po-Shiun Ho, Hao-Chuan Wang, Polly Huang, and Hao-Hua Chu. 2015. SoberDiary: A Phone-Based Support System for Assisting Recovery from Alcohol Dependence. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems (Seoul, Republic of Korea) (CHI '15). Association for Computing Machinery, New York, NY, USA, 3839--3848. https://doi.org/10.1145/2702123.2702289Google ScholarGoogle ScholarDigital LibraryDigital Library
  110. Alyson L. Young and Andrew D. Miller. 2019. "This Girl is on Fire": Sensemaking in an Online Health Community for Vulvodynia. 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/10.1145/3290605.3300359Google ScholarGoogle ScholarDigital LibraryDigital Library
  111. Yan Zhang, Dan He, and Yoonmo Sang. 2013. Facebook as a platform for health information and communication: a case study of a diabetes group. Journal of Medical Systems, Vol. 37, 3 (2013), 9942. https://doi.org/10.1007/s10916-013--9942--7Google ScholarGoogle ScholarCross RefCross Ref

Index Terms

  1. Understanding Delivery of Collectively Built Protocols in an Online Health Community for Discontinuation of Psychiatric Drugs

    Recommendations

    Comments

    Login options

    Check if you have access through your login credentials or your institution to get full access on this article.

    Sign in

    Full Access

    • Published in

      cover image Proceedings of the ACM on Human-Computer Interaction
      Proceedings of the ACM on Human-Computer Interaction  Volume 5, Issue CSCW2
      CSCW2
      October 2021
      5376 pages
      EISSN:2573-0142
      DOI:10.1145/3493286
      Issue’s Table of Contents

      Copyright © 2021 ACM

      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

      Publisher

      Association for Computing Machinery

      New York, NY, United States

      Publication History

      • Published: 18 October 2021
      Published in pacmhci Volume 5, Issue CSCW2

      Permissions

      Request permissions about this article.

      Request Permissions

      Check for updates

      Qualifiers

      • research-article

    PDF Format

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader