ArticleJournal of medical Internet research2017
Social Media Use and Access to Digital Technology in US Young Adults in 2016.
Article in Journal of medical Internet research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 109 papers, 6 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
109 citing papers in PubMed, 6 syntheses or guidelines pooled it, 283 citations in OpenAlex.
- Interventions for waterpipe smoking cessation.The Cochrane database of systematic reviews · 2023Pooled it
- Technology-Based Peer Support Interventions for Adolescents with Chronic Illness: A Systematic Review.Journal of clinical psychology in medical settings · 2022Pooled it
- Social Media in Health Studies: A Systematic Review of Comparative Learning Methods.International journal of environmental research and public health · 2022Pooled it
- Effectiveness of eHealth and mHealth Interventions Supporting Children and Young People Living With Juvenile Idiopathic Arthritis: Systematic Review and Meta-analysis.Journal of medical Internet research · 2022Pooled it
- Risk factors for non-specific neck pain in young adults. A systematic review.BMC musculoskeletal disorders · 2020Pooled it
- A systematic review of the effectiveness of digital interventions for illicit substance misuse harm reduction in third-level students.BMC public health · 2019Pooled it
- Perceived Barriers to Care for Urinary Tract Infections in Emerging Adulthood.Journal of general internal medicine · 2026Trial
- Messaging to prevent and reduce young adults' waterpipe tobacco smoking: A randomized trial.Addictive behaviors · 2023Trial
- A randomized control trial of Expand Your Horizon: An intervention for women with weight bias internalization.Body image · 2022Trial
- Tailored Mobile Messaging Intervention for Waterpipe Tobacco Cessation in Young Adults: A Randomized Trial.American journal of public health · 2021Trial
- Leveraging copresence to increase the effectiveness of gamified personalized normative feedback.Addictive behaviors · 2019Trial
- Clinical and Psychological Impacts of Social Media and Filtered Self-Images on Body Image Perception and Patient Satisfaction Following Aesthetic Procedures Among Jordanian Women: A Cross Sectional Study.Aesthetic plastic surgery · 2026Article
- Digital Phenotyping via Passive Network Traffic Monitoring: Prospective Observational Study in University Students.JMIR formative research · 2026Observational
- Disparities in HPV/PAP Testing Among U.S. Women: A Cross-Sectional Analysis of Healthcare Access, Internet Use, and Sociodemographic Factors.Health science reports · 2026Article
- Features of Mobile Health Apps for Tobacco Cessation That Appeal to Black Adults Who Use Tobacco Products: Focus Group Study.JMIR mHealth and uHealth · 2026Article
- Improving body image in female Chinese social media users with eating disorder symptoms: a randomized controlled trial of two online self-guided single-session interventions.Journal of eating disorders · 2025Article
- Characterizing Digital Communication Device Use Among Young People From 4 European Countries: Cross-Sectional Survey Study.Journal of medical Internet research · 2025Article
- Global social media use among rheumatology professionals: the EULAR SoMeR Study Group survey.RMD open · 2025Article
- The binge scrolling scale measures excessive scrolling through a validated three-factor structure.Scientific reports · 2025Article
- Are Loneliness and Fear of Missing Out Linked to Social Media Addiction? Insights From a Cross-Sectional Study Among Young Adults in Saudi Arabia.Brain and behavior · 2025Article
49 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundIn 2015, 90% of US young adults with Internet access used social media. Digital and social media are highly prevalent modalities through which young adults explore identity formation, and by extension, learn and transmit norms about health and risk behaviors during this developmental life stage.
objectiveThe purpose of this study was to provide updated estimates of social media use from 2014 to 2016 and correlates of social media use and access to digital technology in data collected from a national sample of US young adults in 2016.
methodsYoung adult participants aged 18-24 years in Wave 7 (October 2014, N=1259) and Wave 9 (February 2016, N=989) of the Truth Initiative Young Adult Cohort Study were asked about use frequency for 11 social media sites and access to digital devices, in addition to sociodemographic characteristics. Regular use was defined as using a given social media site at least weekly. Weighted analyses estimated the prevalence of use of each social media site, overlap between regular use of specific sites, and correlates of using a greater number of social media sites regularly. Bivariate analyses identified sociodemographic correlates of access to specific digital devices.
resultsIn 2014, 89.42% (weighted n, 1126/1298) of young adults reported regular use of at least one social media site. This increased to 97.5% (weighted n, 965/989) of young adults in 2016. Among regular users of social media sites in 2016, the top five sites were Tumblr (85.5%), Vine (84.7%), Snapchat (81.7%), Instagram (80.7%), and LinkedIn (78.9%). Respondents reported regularly using an average of 7.6 social media sites, with 85% using 6 or more sites regularly. Overall, 87% of young adults reported access or use of a smartphone with Internet access, 74% a desktop or laptop computer with Internet access, 41% a tablet with Internet access, 29% a smart TV or video game console with Internet access, 11% a cell phone without Internet access, and 3% none of these. Access to all digital devices with Internet was lower in those reporting a lower subjective financial situation; there were also significant differences in access to specific digital devices with Internet by race, ethnicity, and education.
conclusionsThe high mean number of social media sites used regularly and the substantial overlap in use of multiple social media sites reflect the rapidly changing social media environment. Mobile devices are a primary channel for social media, and our study highlights disparities in access to digital technologies with Internet access among US young adults by race/ethnicity, education, and subjective financial status. Findings from this study may guide the development and implementation of future health interventions for young adults delivered via the Internet or social media sites.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.