e.g. mhealth
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- 23 Journal of Medical Internet Research
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Social media use was represented using 2 variables: time spent on social media and social media addiction. Time spent on social media was measured using the self-reported amount of time spent on social media each day, categorized into 4 groups: ≤1 hour, 2 to 3 hours, 4 to 5 hours, and ≥6 hours. Social media addiction was assessed using the Bergen Social Media Addiction Scale, with a cutoff score of 19. A score above 19 indicates addiction to social media [26].
JMIR Aging 2025;8:e71712
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Problematic social media use is commonly assessed based on the presence of addiction symptoms such as loss of control and withdrawal symptoms when not online. Using the Social Media Disorder (SMD) Scale [7], researchers classify participants as problematic social media users when they endorse at least 6 of the 9 symptoms [8]. According to this criterion, prevalence rates range from 3.2% to 16.4% across different countries [9].
J Med Internet Res 2025;27:e64252
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Conversely, an individual with an existing addiction might not be affected by the seasonal variability in drinking habits. Other seasonal or environmental factors should also be considered, such as weather, which may influence both alcohol consumption and psoriasis severity independently, potentially confounding the observed associations.
JMIR Form Res 2025;9:e71992
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The first site, Prisma Health Addiction Medicine Center, provides care to >3000 patients with opioid use disorder per year, including medication-assisted treatment, peer recovery support, and counseling. The second site, Phoenix Center, is a comprehensive substance use treatment program with an intensive outpatient program, inpatient detoxification and rehabilitation programs, an outpatient buprenorphine program, and a residential program for pregnant women and mothers (Serenity Place).
JMIR Res Protoc 2025;14:e68673
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Stigma toward people with addiction is a well-documented phenomenon that dramatically impacts recovery by discouraging help-seeking behavior, isolating those affected, and increasing the likelihood of shame-related comorbidities such as anxiety and depression [1]. Similar to stigma in other domains, stigma toward people with addiction involves prejudice and discrimination, leading to compounding sequelae such as avoidance, self-stigmatization, and failure to seek treatment [2].
JMIR Res Protoc 2025;14:e73382
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Measurement Information System (PROMIS) Short Form v1.0—Alcohol Use 7a (PROMIS-Alcohol)
PROMIS SF v1.0—Severity of Substance Use 7a (PROMIS-Substance)
Heaviness of Smoking Index (HSI)
National Health Service Treatment Outcomes Profile for Substance Misuse—section 1 (TOP-S1)
PROMIS Scale v1.2—Global Health (PROMIS-GH-10)
Substance Use Recovery Evaluator (SURE)
Brief version of the World Health Organization Quality of Life Scale (WHOQo L-BREF)
Patient-reported experience measures
Patient-Reported Experience Measure for Addiction
JMIR Form Res 2025;9:e65686
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Social media platforms have been shown to be effective for recruitment in studies of populations reporting addiction, mental health problems, and other hard-to-reach populations [11,12,14,15,17-19]. In addition, while some racial or ethnic minority groups and people of lower income have had less access to internet services historically [20], studies have also shown that social media recruitment effectively engages low-socioeconomic status and racial and ethnic minority participants [16,21-23].
J Med Internet Res 2025;27:e63687
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Demographics and Use of an Addiction Helpline for Concerned Significant Others: Observational Study
Historically, the addiction field has considered the family to be the cause of or an “enabler” of their LO’s addiction [10,11]. A growing body of evidence shows, however, that when families are provided with support and information, they are, in turn, able to effectively support their LO, and this is associated with positive outcomes for both the CSO and the LO.
J Med Internet Res 2025;27:e55621
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Creation of the ECHO Idaho Podcast: Tutorial and Pilot Assessment
Reference 11: Evaluation of an opioid and addiction treatment tele-education program for healthcare providersaddiction
JMIR Med Educ 2025;11:e55313
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Evaluating Perceptions of the CANreduce 2.0 eHealth Intervention for Cannabis Use: Focus Group Study
The professional FG comprised 4 mental health and addiction specialists with experience in using digital tools. All professionals were members of the Primary Care Network for Addictions (RIAPAd) and were involved in promoting the CANreduce 2.0 improvement study for future implementation in addiction treatment centers. These participants were invited via email.
In total, 3 FG sessions were conducted: 2 for users (n=6) and 1 for professionals (n=4).
J Med Internet Res 2025;27:e65025
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