ArticleCyberpsychology, behavior and social networking2013
The Facebook influence model: a concept mapping approach.
Article in Cyberpsychology, behavior and social networking, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers.
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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.
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Who cites it
25 citing papers in PubMed.
- A Cluster Randomized Controlled Trial of a Primary Care Provider-Delivered Social Media Counseling Intervention.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2023Trial
- Problematic Social Media Use Profiles and Adolescent Substance Use Across Countries: A Latent Class Analysis With Multilevel Models.Journal of adolescence · 2026Article
- Delivering safe sleep and breastfeeding education to pregnant and new mothers through private Facebook groups: study protocol for a 4-armed randomized controlled trial.BMC pediatrics · 2026Article
- The Relationship Between Alcohol-Related Content on Social Media and Alcohol Outcomes in Young Adults: A Scoping Review.Alcohol research : current reviews · 2025Article
- A Social Media-Delivered Melanoma Prevention Program for Young Women Engaged in Frequent UV Tanning: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2024Article
- Problematic situations related to social media use and competencies to prevent them: results of a Delphi study.Scientific reports · 2024Article
- Social media literacy: A conceptual framework.New media & society · 2024Article
- Adolescents' Views on Preventing Youth Cannabis Marketing Exposure: A Concept Mapping Approach.Journal of studies on alcohol and drugs · 2023Article
- Article
- Capturing the bigger picture: A gestalt of general and alcohol-specific social media usage during the transition to college as a predictor of first-year alcohol use and consequences.Addictive behaviors · 2023Article
- Social media use and alcohol consumption among students in Uganda: a cross sectional study.Global health action · 2022Article
- Psychosocial Correlates of Excessive Social Media Use in a Hispanic College Sample.Cyberpsychology, behavior and social networking · 2021Article
- Experience of Peer Bloggers Using a Social Media Website for Adolescents With Depression or Anxiety: Proof-of-Concept Study.JMIR formative research · 2021Article
- Prospective Relationships Between Objectively Assessed Social Media Use, Drinking Norms, and Alcohol Consumption Among First-Year Students.Journal of studies on alcohol and drugs · 2021Article
- Temporal Associations Between Social Media Use and Depression.American journal of preventive medicine · 2021Article
- Using content analysis to inform health communication efforts on social media: Is popularity the goal?mHealth · 2021Article
- Social Media Interventions for Risky Drinking Among Adolescents and Emerging Adults: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2020Article
- Measuring Interests Not Minutes: Development and Validation of the Adolescents' Digital Technology Interactions and Importance Scale (ADTI).Journal of medical Internet research · 2020Article
- Mechanisms of Social Media Effects on Attitudes Toward E-Cigarette Use: Motivations, Mediators, and Moderators in a National Survey of Adolescents.Journal of medical Internet research · 2019Article
- Testing Young Adults' Reactions to Facebook Cues and Their Associations with Alcohol Use.Substance use & misuse · 2019Article
Corrections and comments
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Authors and funding
4 authors.
Funding
Abstract
Facebook is a popular social media Web site that has been hypothesized to exert potential influence over users' attitudes, intentions, or behaviors. The purpose of this study was to develop a conceptual framework to explain influential aspects of Facebook. This mixed methods study applied concept mapping methodology, a validated five-step method to visually represent complex topics. The five steps comprise preparation, brainstorming, sort and rank, analysis, and interpretation. College student participants were identified using purposeful sampling. The 80 participants had a mean age of 20.5 years, and included 36% males. A total of 169 statements were generated during brainstorming, and sorted into between 6 and 22 groups. The final concept map included 13 clusters. Interpretation data led to grouping of clusters into four final domains, including connection, comparison, identification, and Facebook as an experience. The Facebook Influence Concept Map illustrates key constructs that contribute to influence, incorporating perspectives of older adolescent Facebook users. While Facebook provides a novel lens through which to consider behavioral influence, it can best be considered in the context of existing behavioral theory. The concept map may be used toward development of potential future intervention efforts.
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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.