Trial reportAnnals of behavioral medicine : a publication of the Society of Behavioral Medicine2020
Multiple Health Risk Behaviors in Young Adult Smokers: Stages of Change and Stability over Time.
Trial report in Annals of behavioral medicine : a publication of the Society of Behavioral Medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT02207036 (Social Media Intervention for Young Adult Smokers), which is not on this map. Cited by 13 papers.
What it found
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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.
Social Media Intervention for Young Adult Smokers
Who cites it
13 citing papers in PubMed, 19 citations in OpenAlex.
- Smoking cessation, metabolic risk behaviors, and stress management over time in a sample of young adult smokers.Translational behavioral medicine · 2021Trial
- Tobacco use trends in South Korea, 2013-2023: Persistent disparities and emerging challenges in a repeated cross-sectional study.Tobacco induced diseases · 2026Article
- Association of adherence to the EAT-Lancet diet and risk of uterine cancer: a prospective cohort from the UK Biobank.Frontiers in nutrition · 2026Article
- HabitSense: A Privacy-Aware, AI-Enhanced Multimodal Wearable Platform for mHealth Applications.Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies · 2024Article
- Association between living arrangements and health risk behaviors among the Hakka older adults in Fujian, China.BMC public health · 2023Article
- Internet-Based Recruitment and Retention of Young Adults With Type 1 Diabetes: Cross-Sectional Study.JMIR formative research · 2023Article
- Socio-Demographic Factors Associated with Rural Residents' Dietary Diversity and Dietary Pattern: A Cross-Sectional Study in Pingnan, China.Nutrients · 2023Article
- Digital interventions for substance use disorders in young people: rapid review.Substance abuse treatment, prevention, and policy · 2023Review
- Adherence to diabetes risk reduction diet and the risk of head and neck cancer: a prospective study of 101,755 American adults.Frontiers in nutrition · 2023Article
- Smoking reduction is associated with lower alcohol consumption and depressive symptoms among young adults over one year.Drug and alcohol dependence · 2021Article
- Living with a Smoker and Multiple Health-Risk Behaviors.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2021Observational
- Using Web-Based Social Media to Recruit Heavy-Drinking Young Adults for Sleep Intervention: Prospective Observational Study.Journal of medical Internet research · 2020Observational
- Factors associated with different numbers of health behaviors by living arrangements.BMC public health · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundHealth risk behaviors (HRBs) are common, yet not well understood in young adult smokers. PURPOSE: We examined HRB profiles over 12 months in young adult smokers participating in a Facebook smoking cessation intervention clinical trial.
methodsParticipants (N = 500; age M = 20.9 years; 54.6% women) were recruited online and randomized to receive either a 3-month Facebook smoking cessation intervention or referral to Smokefree.gov (control). A Health Risk Assessment determined risk for 10 behaviors at baseline and 3, 6, and 12 months. Latent class analysis (LCA) and latent transition analysis (LTA) were used to identify patterns of HRBs and changes over time.
resultsAt baseline, participants reported an average of 5.4 (standard deviation [SD] = 1.7) risk behaviors, including smoking (100%), high-fat diet (84.8%), poor sleep hygiene (71.6%), and low fruit and vegetable intake (69.4%). A 3-class model fit the data best at baseline and all follow-up time points: low risk (28.8% at baseline) with low likelihood of risk on all behaviors except smoking, substance use risk (14.0% at baseline) characterized by heavy episodic drinking, cannabis use, and other illicit drug use, and metabolic risk (57.2% at baseline), with a high percentage of members at risk for a low fruit and vegetable intake, high-fat diet, inactivity, stress, and poor sleep hygiene. Classes were very stable at 3, 6, and 12 months, with few participants transitioning between classes.
conclusionsMost young adult smokers engaged in multiple risk behaviors, with meaningful clustering of behaviors, and demonstrated stability over a year's time. In addition to smoking, targets for intervention are co-occurring substance use and metabolic risk behaviors. CLINICAL TRIALS REGISTRATION: NCT02207036.
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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.