[HTML][HTML] Investigating substance use via Reddit: systematic sco** review

Y Chi, H Chen - Journal of medical Internet research, 2023 - jmir.org
Background Reddit's (Reddit Inc) large user base, diverse communities, and anonymity
make it a useful platform for substance use research. Despite a growing body of literature on …

How to apply zero‐shot learning to text data in substance use research: An overview and tutorial with media data

B Riordan, AA Bonela, Z He, A Nibali… - …, 2024 - Wiley Online Library
A vast amount of media‐related text data is generated daily in the form of social media posts,
news stories or academic articles. These text data provide opportunities for researchers to …

Signals of increasing co-use of stimulants and opioids from online drug forum data

A Sarker, MA Al-Garadi, Y Ge, N Nataraj… - Harm Reduction …, 2022 - Springer
Background Despite recent rises in fatal overdoses involving multiple substances, there is a
paucity of knowledge about stimulant co-use patterns among people who use opioids …

Characteristics of intimate partner violence and survivor's needs during the COVID-19 pandemic: Insights from subreddits related to intimate partner violence

S Kim, E Warren, T Jahangir… - Journal of …, 2023 - journals.sagepub.com
Intimate partner violence (IPV) increased during the COVID-19 pandemic. Collecting
actionable IPV-related data from conventional sources (eg, medical records) was …

“It's also pushed people to a new level of desperation:” COVID-19 impacts on experiences of persons who use illicit opioids

K Sweeney, R Daniulaityte, N Mendoza… - Journal of …, 2024 - Taylor & Francis
The purpose of this qualitative study is to characterize the impacts of the COVID-19
pandemic on drug use experiences among persons who use illicit opioids (PWUO) in …

Strong Fears, Weak Ties, and Nonsuicidal Self-Injury: Medical Inquiries About Injury, Wound, and Scar Care from a Self-Harm Subreddit

LA Lundeen, L Humphrey, AL Sams - Health Communication, 2025 - Taylor & Francis
Through the theoretical lens of the Strength of Weak Ties Theory, this study examined
medical advice sought within a self-harm subreddit. Using a social constructionist …

Obstetrics and gynecology applicant perceptions of residency program culture with virtual interviews: a qualitative analysis of social media posts

LH Jacques, ES Cowley, SM Hebgen, RJ Spencer… - BMC Medical …, 2024 - Springer
Abstract Background In the United States, Obstetrics and Gynecology residency interviews
are instrumental in assessing the compatibility between medical student applicants and …

Personal Experiences With Xylazine and Behavior Change: A Qualitative Content Analysis of Reddit Posts

O Heidari, OK Sugarman, AK Winiker… - Journal of addiction …, 2024 - journals.lww.com
Objectives Xylazine is a rapidly spreading adulterant in the United States' drug supply and is
increasingly associated with overdoses and severe wounds, but there is a dearth of …

[HTML][HTML] The Use of Natural Language Processing Methods in Reddit to Investigate Opioid Use: Sco** Review

A Almeida, T Patton, M Conway, A Gupta… - JMIR …, 2024 - infodemiology.jmir.org
Background The growing availability of big data spontaneously generated by social media
platforms allows us to leverage natural language processing (NLP) methods as valuable …

Which Social Media Platforms Provide the Most Informative Data for Monitoring the Opioid Crisis?

KA Carpenter, AT Nguyen, DA Smith, IA Samori… - medRxiv, 2024 - medrxiv.org
ABSTRACT Background and Aims Social media can provide real-time insight into trends in
substance use, addiction, and recovery. Prior studies have leveraged data from platforms …