Education, Personal Experiences, and Advocacy

Drug addiction has become one of the most severe worldwide social problems. Recent research has examined utilizing social media to support addiction recovery and the problematic use of social media for selling drugs and glamorizing drug use. Prior studies have focused on textual and networking-based social media such as Twitter, Facebook, and Reddit, but there is limited understanding of how video-based platforms like YouTube allow creators to share drug addiction-related videos and discourse about addiction problems. This work performs a content analysis of 387 drug-addiction-related videos collected from YouTube. The grounded-theory approach based on the health-emergency framework identifies how drug-addiction videos discourse the addiction-related risk, blame, urgency, praise, and solution. Video viewership and comments are also compared between the emerged video themes. Results suggest YouTubers educate others about drug addiction, disclose personal experiences, and advocate for addiction prevention and recovery. Based on our findings, we discuss the opportunities and challenges of using video-sharing to prevent and educate drug addiction.

[1]  L. Struik,et al.  e-Cigarette Cessation: Content Analysis of a Quit Vaping Community on Reddit. , 2021, Journal of medical Internet research.

[2]  Shuo Niu,et al.  Investigating Drug Addiction Discourse on YouTube , 2021, CSCW Companion.

[3]  Daniel A. Epstein,et al.  Understanding Delivery of Collectively Built Protocols in an Online Health Community for Discontinuation of Psychiatric Drugs , 2021, Proc. ACM Hum. Comput. Interact..

[4]  D. S. McCrickard,et al.  #TeamTrees: Investigating How YouTubers Participate in a Social Media Campaign , 2021, Proc. ACM Hum. Comput. Interact..

[5]  K. Bahaadinbeigy,et al.  Information Needs of Addicted Individuals: A Qualitative Case Study , 2021, Addiction & health.

[6]  David C. Mohr,et al.  Designing for Emotional Well-being: Integrating Persuasion and Customization into Mental Health Technologies , 2021, CHI.

[7]  J. Leung,et al.  Content analysis of cannabis vaping videos on YouTube. , 2021, Addiction.

[8]  Shuo Niu,et al.  #StayHome #WithMe: How Do YouTubers Help with COVID-19 Loneliness? , 2021, CHI.

[9]  P. Ohler,et al.  Worth the effort? Comparing different youtube vlog production styles in terms of viewers’ identification, parasocial response, immersion, and enjoyment. , 2020 .

[10]  Danielle K. Kilgo,et al.  Social Media News Production, Emotional Facebook Reactions, and the Politicization of Drug Addiction , 2020, Health communication.

[11]  Denise E. Agosto,et al.  “Dear Amy”: Seeking support on YouTube , 2020, ASIST.

[12]  Yongli Wang,et al.  A NLP framework based on meaningful latent-topic detection and sentiment analysis via fuzzy lattice reasoning on youtube comments , 2020, Multimedia Tools and Applications.

[13]  T. Mackey,et al.  Characterising communities impacted by the 2015 Indiana HIV outbreak: A big data analysis of social media messages associated with HIV and substance abuse. , 2020, Drug and alcohol review.

[14]  David Coyle,et al.  Searching for Mental Health: A Mixed-Methods Study of Young People's Online Help-seeking , 2020, CHI.

[15]  Karla Badillo-Urquiola,et al.  Let's Talk about Sext: How Adolescents Seek Support and Advice about Their Online Sexual Experiences , 2020, CHI.

[16]  Samuel Asensio,et al.  What Is the “Trigger” of Addiction? , 2020, Frontiers in Behavioral Neuroscience.

[17]  Lynn Dombrowski,et al.  Opportunities for Enhancing Access and Efficacy of Peer Sponsorship in Substance Use Disorder Recovery , 2020, CHI.

[18]  Laura M. Stough,et al.  Community building and knowledge sharing by individuals with disabilities using social media , 2020, J. Comput. Assist. Learn..

[19]  Mohammad Al Hasan,et al.  Investigate Transitions into Drug Addiction through Text Mining of Reddit Data , 2019, KDD.

[20]  Jane Harris A mixed methods study examining the role of professional YouTubers in young people’s health behaviours in the UK: implications for health interventions , 2019 .

[21]  G. Mark,et al.  Moral and Affective Differences in U.S. Immigration Policy Debate on Twitter , 2019, Computer Supported Cooperative Work (CSCW).

[22]  Munmun De Choudhury,et al.  Discovering Alternative Treatments for Opioid Use Recovery Using Social Media , 2019, CHI.

[23]  Joel H. Saltz,et al.  Social Media Based Analysis of Opioid Epidemic Using Reddit , 2018, AMIA.

[24]  Patricia G. Lange Informal Learning on YouTube , 2018, The International Encyclopedia of Media Literacy.

[25]  P. Hakkarainen,et al.  Sharing risk experiences of polydrug use on YouTube , 2018, Drugs and Alcohol Today.

[26]  L. Rasmussen,et al.  Parasocial Interaction in the Digital Age: An Examination of Relationship Building and the Effectiveness of YouTube Celebrities , 2018 .

[27]  Brenda L Curtis,et al.  Technology and Social Media Use Among Patients Enrolled in Outpatient Addiction Treatment Programs: Cross-Sectional Survey Study , 2018, Journal of medical Internet research.

[28]  Brandy Drozd,et al.  Medical YouTube Videos and Methods of Evaluation: Literature Review , 2018, JMIR medical education.

[29]  M. Krauss,et al.  Social networking online to recover from opioid use disorder: A study of community interactions. , 2017, Drug and alcohol dependence.

[30]  Xin Li,et al.  Social Media for Opioid Addiction Epidemiology: Automatic Detection of Opioid Addicts from Twitter and Case Studies , 2017, CIKM.

[31]  Benjamin K. P. Woo,et al.  Exploring the Role of YouTube in Disseminating Psychoeducation , 2017, Academic Psychiatry.

[32]  Jeffrey T. Hancock,et al.  Scaling Up Research on Drug Abuse and Addiction Through Social Media Big Data , 2017, Journal of medical Internet research.

[33]  M. Laeeq Khan Social media engagement: What motivates user participation and consumption on YouTube? , 2017, Comput. Hum. Behav..

[34]  Helena M. Mentis,et al.  Turning to Peers: Integrating Understanding of the Self, the Condition, and Others’ Experiences in Making Sense of Complex Chronic Conditions , 2016, Computer Supported Cooperative Work (CSCW).

[35]  Alan David Kaye,et al.  Opportunities for exploring and reducing prescription drug abuse through social media , 2016, Journal of addictive diseases.

[36]  Michael S. Bernstein,et al.  Empath: Understanding Topic Signals in Large-Scale Text , 2016, CHI.

[37]  Melissa J. Krauss,et al.  Displays of dabbing marijuana extracts on YouTube. , 2015, Drug and alcohol dependence.

[38]  M. Pantti Grassroots humanitarianism on YouTube: Ordinary fundraisers, unlikely donors, and global solidarity , 2015 .

[39]  Ryan L. Boyd,et al.  The Development and Psychometric Properties of LIWC2015 , 2015 .

[40]  Zachary F. Meisel,et al.  Opportunities for Exploring and Reducing Prescription Drug Abuse Through Social Media , 2015, Journal of addictive diseases.

[41]  Tracey Louisa Jensen,et al.  Welfare Commonsense, Poverty Porn and Doxosophy , 2014 .

[42]  Tami Oliphant,et al.  User Engagement with Mental Health Videos on YouTube , 2013 .

[43]  Amit P. Sheth,et al.  PREDOSE: A semantic web platform for drug abuse epidemiology using social media , 2013, J. Biomed. Informatics.

[44]  Giselle A. Auger Fostering democracy through social media: Evaluating diametrically opposed nonprofit advocacy organizations’ use of Facebook, Twitter, and YouTube , 2013 .

[45]  Scott H. Burton,et al.  An Exploration of Social Circles and Prescription Drug Abuse Through Twitter , 2013, Journal of medical Internet research.

[46]  Eric Horvitz,et al.  Predicting Depression via Social Media , 2013, ICWSM.

[47]  Paul Manning,et al.  YouTube, ‘drug videos’ and drugs education , 2013 .

[48]  J. Dijck The Culture of Connectivity: A Critical History of Social Media , 2013 .

[49]  Niklas Carlsson,et al.  The untold story of the clones: content-agnostic factors that impact YouTube video popularity , 2012, KDD.

[50]  Richard D. Waters,et al.  Using Video to Build an Organization's Identity and Brand: A Content Analysis of Nonprofit Organizations' YouTube Videos , 2011 .

[51]  M. Moreno,et al.  Alcohol References on Undergraduate Males’ Facebook Profiles , 2011, American journal of men's health.

[52]  Clement Chau,et al.  YouTube as a participatory culture. , 2010, New directions for youth development.

[53]  I. Hickie,et al.  The internet as a setting for mental health service utilisation by young people , 2010, The Medical journal of Australia.

[54]  Jennifer Preece,et al.  The 'WeTube' in YouTube - creating an online community through video sharing , 2010, Int. J. Web Based Communities.

[55]  Brian Harmer,et al.  YouTube: Online Video and Participatory Culture , 2010 .

[56]  J. Veilleux,et al.  A review of opioid dependence treatment: pharmacological and psychosocial interventions to treat opioid addiction. , 2010, Clinical psychology review.

[57]  Jane Burns,et al.  Mental health of young people in the United States: what role can the internet play in reducing stigma and promoting help seeking? , 2009, The Journal of adolescent health : official publication of the Society for Adolescent Medicine.

[58]  Azita Emami,et al.  Assessing Protective Factors Against Drug Abuse Among High School Students: Self‐Control and the Extended Parallel Process Model , 2007 .

[59]  R. Smart Chilling Out: The cultural politics of substance consumption, youth and drug policy , 2005 .

[60]  Luis C. Corchón,et al.  Addiction and Cue-Triggered Decision Processes. , 2004, The American economic review.

[61]  M. Allen,et al.  A Meta-Analysis of Fear Appeals: Implications for Effective Public Health Campaigns , 2000, Health education & behavior : the official publication of the Society for Public Health Education.

[62]  A. Strauss,et al.  Grounded Theory in Practice , 1997 .

[63]  B. Flay,et al.  The role of mass media in preventing adolescent substance abuse. , 1983, NIDA research monograph.

[64]  Joel M. Moskowitz Preventing adolescent substance abuse through drug education. , 1983, NIDA research monograph.