A Cluster Randomized Controlled Trial of a Primary Care Provider-Delivered Social Media Counseling Intervention
Open accessAbstract
Purpose Evidence and clinical policy support that providers screen and counsel for media use for youth, but most pediatricians lack this training. The purpose of this study was to test a primary care provider (PCP)-delivered intervention to promote safe social media use among youth.Methods We enrolled pediatric PCP practices for this clinical trial to test a social media counseling intervention (SMCI) between 2011 and 2013. Youth were recruited during clinic visits; follow-up interviews were conducted at 6 months. Outcomes included media behaviors and caregiver communication. Multivariate regression models examined associations between social media counseling and PCP counseling score. Multivariate logistic regression evaluated four social media behavior outcomes.Results A total of 120 practices enrolled; PCPs in the SMCI were more likely to provide social media counseling (B = 1.43, 95% confidence interval [CI]: 1.1-1.7). Youth whose PCP received the SMCI were twice as likely to report a decrease in online "friending" of strangers (adjusted odds ratio = 2.23, 95% CI 1.17-4.25) and were more likely to report communication with their caregivers about their social media use (adjusted odds ratio = 1.2; 95% CI: 1.1-1.4) compared to youth whose PCPs were in the active control group.Discussion Youth whose PCP had received social media counseling training reported a higher receipt of counseling about social media and improved safety behaviors.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Pediatrician encouragement can foster increased adolescent-reported communication and potential for gaming co-play with caregivers.
“Previous research suggests that pediatrician encouragement can foster increased adolescent-reported communication as well as the potential for gaming co-play with caregivers [85].”
From Health Benefits of Video Games in Adolescents and Young Adults (2026) · cites this paper as [85]
The Exploratory outcomes section reports that adolescents whose providers received social media counseling training were more likely to report communicating with caregivers about media use than those in the control group. The paper does not report gaming co-play with caregivers or assess whether counseling could encourage it. (LLM, conf=0.88)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The Impact of Social Media on Children, Adolescents, and Families
O'Keeffe, G. S., Clarke-Pearson, K., & Council on Communications and Media (2011) · Pediatrics · doi:10.1542/peds.2011-0054 · Cited by 1,987 · see citing works
Bright Futures: Guidelines for Health Supervision of Infants, Children, and Adolescents.
Green, M. (1994) · Cited by 1,662 · see citing works
Screen time and sleep among school-aged children and adolescents: a systematic literature review
Hale, L., & Guan, S. (2015) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2014.07.007 · Cited by 1,468 · see citing works
Facebook and Online Privacy: Attitudes, Behaviors, and Unintended Consequences
Debatin, B., Lovejoy, J. P., Horn, A.-K., & Hughes, B. N. (2009) · Journal of Computer-Mediated Communication · doi:10.1111/j.1083-6101.2009.01494.x · Cited by 1,271 · see citing works
Social media use and its impact on adolescent mental health: An umbrella review of the evidence.
Valkenburg, P. M., Meier, A., & Beyens, I. (2022) · Current opinion in psychology · doi:10.1016/j.copsyc.2021.08.017 · Cited by 767 · see citing works
Social Networking Sites, Depression, and Anxiety: A Systematic Review
Seabrook, E. M., Kern, M. L., & Rickard, N. S. (2016) · JMIR Mental Health · doi:10.2196/mental.5842 · Cited by 763 · see citing works
Social media use and adolescent mental health: Findings from the UK Millennium Cohort Study
Kelly, Y., Zilanawala, A., Booker, C., & Sacker, A. (2018) · EClinicalMedicine · doi:10.1016/j.eclinm.2018.12.005 · Cited by 740 · see citing works
Media Use in School-Aged Children and Adolescents
COUNCIL ON COMMUNICATIONS AND MEDIA, Hill, D., Ameenuddin, N., Chassiakos, Y. (. R., Cross, C., Radesky, J., Hutchinson, J., Levine, A., Boyd, R., Mendelson, R., et al. (2016) · Pediatrics · doi:10.1542/peds.2016-2592 · Cited by 622 · see citing works
Self-citationParent-Adolescent Sexual Communication and Adolescent Safer Sex Behavior
Widman, L. M., Choukas‐Bradley, S., Noar, S. M., Nesi, J. L., & Wagner, K. P. G. (2015) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2015.2731 · Cited by 506 · see citing works
The association between social media use and sleep disturbance among young adults
Levenson, J. C., Shensa, A., Sidani, J. E., Colditz, J. B., & Primack, B. A. (2016) · Preventive Medicine · doi:10.1016/j.ypmed.2016.01.001 · Cited by 447 · see citing works
Using cognitive interviews and think-aloud protocols to understand thought processes
Wolcott, M. D., & Lobczowski, N. G. (2020) · Currents in Pharmacy Teaching and Learning · doi:10.1016/j.cptl.2020.09.005 · Cited by 270 · see citing works
García‐Retamero, R., & Cokely, E. T. (2011) · Journal of Experimental Psychology Applied · doi:10.1037/a0023677 · Cited by 209 · see citing works
Curtis, B. L., Lookatch, S. J., Ramo, D. E., McKay, J. R., Feinn, R., & Kranzler, H. R. (2018) · Alcoholism Clinical and Experimental Research · doi:10.1111/acer.13642 · Cited by 209 · see citing works
Delivering quality care: adolescents’ discussion of health risks with their providers
Klein, J. D., & Wilson, K. M. (2002) · Journal of Adolescent Health · doi:10.1016/s1054-139x(01)00342-1 · Cited by 194 · see citing works
Self-citationTiming of Puberty in Overweight Versus Obese Boys
Lee, J. M., Wasserman, R. C., Kaciroti, N., Gebremariam, A., Steffes, J., Dowshen, S. A., Harris, D. L., Serwint, J. R., Abney, D. E., Smitherman, L. C., et al. (2016) · PEDIATRICS · doi:10.1542/peds.2015-0164 · Cited by 175 · see citing works
Self-citationClinical Report: The impact of social media on children, adolescents and families
Fernández, A. R. (2011) · Archivos de Pediatría del Uruguay · Cited by 112 · see citing works
Reliability in Adolescent Reporting of Clinician Counseling, Health Care Use, and Health Behaviors
Santelli, J. S., Klein, J. D., Graff, C. A., Allan, M. J., & Elster, A. B. (2002) · Medical Care · doi:10.1097/00005650-200201000-00005 · Cited by 103 · see citing works
Self-citationThe Facebook Influence Model: A Concept Mapping Approach
Moreno, M. A., Kota, R., Schoohs, S., & Whitehill, J. M. (2013) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2013.0025 · Cited by 102 · see citing works
Self-citationKlein, J. D., Graff, C., Santelli, J., Hedberg, V. A., Allan, M. J., & Elster, A. B. (1999) · PubMed Central · Cited by 87 · see citing works
Self-citationLitt, D., Lewis, M. A., Ståhlbrandt, H., Firth, P., & Neighbors, C. (2012) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2012.73.961 · Cited by 48 · see citing works
Advances in Motivational Interviewing for Pediatric Obesity
Resnicow, K., Harris, D. L., Wasserman, R. C., Schwartz, R. P., Pérez‐Rosas, V., Mihalcea, R. F., & Snetselaar, L. (2016) · Pediatric Clinics of North America · doi:10.1016/j.pcl.2016.02.008 · Cited by 38 · see citing works
Self-citationEffect of the evaluation of recall on the rate of information recalled by patients in primary care
Bravo, B. N., Postigo, J. M. L., Segura, L. R., Selva, J. P. S., Trives, J. J. R., Córcoles, M. J. A., López, M. N., & Hidalgo, J. L.-T. (2010) · Patient Education and Counseling · doi:10.1016/j.pec.2010.01.022 · Cited by 34 · see citing works
Language Use and Influence Among Minority, Majority, and Homogeneous Group Members
Swol, L. M. V., & Carlson, C. L. (2015) · Communication Research · doi:10.1177/0093650215570658 · Cited by 34 · see citing works
Recall-Promoting Physician Behaviors in Primary Care
Silberman, J., Tentler, A., Ramgopal, R., & Epstein, R. M. (2008) · Journal of General Internal Medicine · doi:10.1007/s11606-008-0597-x · Cited by 33 · see citing works
Social Media and Children: What Is the Paediatrician’s Role?
Hadjipanayis, A., Efstathiou, E., Altorjai, P., Stiris, T., Valiulis, A., Koletzko, B., & Fonseca, H. (2019) · European Journal of Pediatrics · doi:10.1007/s00431-019-03458-w · Cited by 30 · see citing works
The Association between Parent Communication and College Freshmen's Alcohol Use
Boyle, J. R., & Boekeloo, B. O. (2009) · Journal of Drug Education · doi:10.2190/de.39.2.a · Cited by 22 · see citing works
Delivery and Impact of a Motivational Intervention for Smoking Cessation: A PROS Study
Klein, J. D., Gorzkowski, J., Resnick, E. A., Harris, D. L., Kaseeska, K. R., Pbert, L. A., Prokorov, A., Wang, T., Davis, J., Gotlieb, E. M., et al. (2020) · PEDIATRICS · doi:10.1542/peds.2020-0644 · Cited by 13 · see citing works
Self-citationPerceptions of Pediatric Residents Regarding Counseling About Use of Social Networking Sites
Banker, S. L., Fenick, A. M., Li, Q., & Talwalkar, J. S. (2018) · Clinical Pediatrics · doi:10.1177/0009922818772806 · Cited by 7 · see citing works
Visit length in pediatric primary care: lessons from a pilot study.
Uner, H., Nezami, F. G., Yildirim, M. B., et al. (2013) · PubMed · Cited by 6 · see citing works
Lancaster, B. M., Cook, A., Bruni, T. P., et al. (2018) · Primary Health Care Research & Development · doi:10.1017/s1463423618000579 · Cited by 6 · see citing works
Frequency of Parent-Adolescent Alcohol-Specific Communication and Adolescent Perceptions of Alcohol
Brittner, M. R., Pugh, B., Soren, K., et al. (2018) · Clinical Pediatrics · doi:10.1177/0009922818779220 · Cited by 5 · see citing works
Translation to Primary Care of an Effective Teen Safe Driving Program for Parents
Shope, J. T., Zakrajsek, J. S., Finch, S. A., et al. (2016) · Clinical Pediatrics · doi:10.1177/0009922816665086 · Cited by 4 · see citing works
Harness, J. A., & Mohiuddin, S. S. (2022) · Academic Psychiatry · doi:10.1007/s40596-022-01736-8 · Cited by 3 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Iannone, S., Kaur, A., & Johnson, K. B. (2026) · Journal of General Internal Medicine · doi:10.1007/s11606-025-09938-0 · Cited by 8 · see citing works
Health Benefits of Video Games in Adolescents and Young Adults
Nagata, J. M., Nayak, S., Choi, W., Potes, C., Heuer, A., Memon, Z., Talebloo, J., Li, E. J., Bao, K., Helmer, C. K., et al. (2026) · Current Pediatrics Reports · doi:10.1007/s40124-026-00376-y · Cited by 1 · see citing works
“Previous research suggests that pediatrician encouragement can foster increased adoles-cent-reported communication as well as the potential for gaming co-play with caregivers [85].”
Self-citation
- Authors
- Moreno, M. A., Klein, J. D., Kaseeska, K., Gorzkowski, J., Harris, D., Davis, J., Gotlieb, E., & Wasserman, R.
- Affiliations
- University of Wisconsin–Madison (US)
- American Academy of Pediatrics (US)
- University of Vermont (US)
- Corresponding author
- Moreno, Megan A.
- Venue
- Journal of Adolescent Health
- Publisher
- Elsevier BV
- Published
- 2023-11
- Volume
- 73
- Issue
- 5
- Pages
- 924-930
- ISSN
- 1054-139X (ISSN-L)
- PMC
- PMC10592061
- OpenAlex
- W4385780109
- Cited by
- 9
- References
- 33
- Citations by year
- 2026: 1 · 2025: 7 · 2023: 1
- FWCI
- 3.86
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Journal of Adolescent Health (acceptedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- American Academy of Pediatrics
- National Institutes of Health (5R01CA140576)
- Flight Attendant Medical Research Institute
- U.S. Department of Health and Human Services (UA6MC15585)
- Association of Academic Physiatrists
- Government of South Australia
- Health Resources and Services Administration
- Topics
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Education › Child Development and Digital Technology
- Social Sciences › Health › Social Media in Health Education
- Keywords
- social media use, youth, primary care providers, pediatricians, online safety, caregiver communication, provider training, adolescent health
- MeSH terms
- Pediatricians, Adolescent, Child, Counseling, Humans, Primary Health Care, Health Behavior, Social Media
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review