A randomized controlled trial of social media interventions for risky drinking among adolescents and emerging adults
Open accessAbstract
Purpose Alcohol use among adolescents and emerging adults is an important public health issue requiring prevention approaches. Herein, we describe outcomes from a randomized controlled trial testing the efficacy of group-based social media interventions targeting risky drinking among youth.Procedures Using social media advertisements to screen potential participants, we recruited 955 youth (ages 16-24) reporting recent risky drinking. After completing a baseline assessment, participants were randomized to 8-week secret Facebook group conditions: Social Media Intervention + Incentives for engagement, Social Media Intervention only, and attention-placebo control. Electronic coaches trained in motivational interviewing facilitated interaction in intervention groups. Primary outcomes include past 3-month alcohol use and consequences over 3-, 6-, and 12-month follow-ups. Secondary outcomes include other drug use, consequences, and impaired driving. We also measured intervention engagement and acceptability.Results The interventions were well-received, with significantly greater acceptability ratings and engagement in the SMI+I condition relative to other groups. In adjusted analyses, there were no significant differences between interventions and control on alcohol-related outcomes, with all groups showing reductions. Regarding secondary outcomes (70.4% used other drugs), compared to control, the incentivized group reduced other drug use, consequences, and cannabis-impaired driving; the non-incentivized group did not significantly differ from the control condition.Conclusions Among this predominantly poly-substance using sample, findings were mixed, with significant effects of the incentivized social media intervention on drug (but not alcohol) outcomes. Future studies are needed to further refine social media-delivered interventions to reduce alcohol and other drug use.Trial registration ClinicalTrials.gov NCT02809586; University of Michigan HUM#00102242.
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.
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
A Brief Measure for Assessing Generalized Anxiety Disorder: The GAD-7
Spitzer, R. L., Kroenke, K., Williams, J. B. W., & Löwe, B. (2006) · Archives of Internal Medicine · doi:10.1001/archinte.166.10.1092 · Cited by 31,765 · see citing works
An Introduction to Categorical Data Analysis
Agresti, A. (2006) · Wiley series in probability and statistics · doi:10.1002/0470114754 · Cited by 6,699 · see citing works
Bush, K. (1998) · Archives of Internal Medicine · doi:10.1001/archinte.158.16.1789 · Cited by 6,196 · see citing works
The PHQ-8 as a measure of current depression in the general population
Kroenke, K., Strine, T. W., Spitzer, R. L., Williams, J. B. W., Berry, J. T., & Mokdad, A. H. (2009) · Journal of Affective Disorders · doi:10.1016/j.jad.2008.06.026 · Cited by 5,121 · see citing works
Mediators and Moderators of Treatment Effects in Randomized Clinical Trials
Kraemer, H. C., Wilson, G. T., Fairburn, C. G., & Agras, W. S. (2002) · Archives of General Psychiatry · doi:10.1001/archpsyc.59.10.877 · Cited by 2,562 · see citing works
Grant, B. F., Goldstein, R. B., Saha, T. D., Chou, S. P., Jung, J., Zhang, H., Pickering, R. P., Ruan, W. J., Smith, S. M., Huang, B., et al. (2015) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2015.0584 · Cited by 2,556 · see citing works
Beyond Homophily: A Decade of Advances in Understanding Peer Influence Processes
Brechwald, W. A., & Prinstein, M. J. (2011) · Journal of Research on Adolescence · doi:10.1111/j.1532-7795.2010.00721.x · Cited by 1,366 · see citing works
The Contradictory Influence of Social Media Affordances on Online Communal Knowledge Sharing
Majchrzak, A., Faraj, S. A., Kane, G. C., & Azad, B. (2013) · Journal of Computer-Mediated Communication · doi:10.1111/jcc4.12030 · Cited by 927 · see citing works
White, A. M. (2013) · Alcohol research · doi:10.35946/arcr.v35.2.11 · Cited by 807 · see citing works
Kahler, C. W., Strong, D. R., & Read, J. P. (2005) · Alcoholism Clinical and Experimental Research · doi:10.1097/01.alc.0000171940.95813.a5 · Cited by 783 · see citing works
Reliability of alcohol abusers' self-reports of drinking behavior
Sobell, L. C., Maisto, S. A., Sobell, M. B., & Cooper, A. M. (1979) · Behaviour Research and Therapy · doi:10.1016/0005-7967(79)90025-1 · Cited by 721 · see citing works
A dual-process approach to health risk decision making: The prototype willingness model
Gerrard, M., Gibbons, F. X., Houlihan, A. E., Stock, M. L., & Pomery, E. A. (2008) · Developmental Review · doi:10.1016/j.dr.2007.10.001 · Cited by 707 · see citing works
Ryan, S., Jorm, A. F., & Lubman, D. I. (2010) · Australian & New Zealand Journal of Psychiatry · doi:10.1080/00048674.2010.501759 · Cited by 631 · see citing works
A "SMART" Design for Building Individualized Treatment Sequences
Lei, H., Nahum-Shani, I., Lynch, K., Oslin, D., & Murphy, S. A. (2012) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032511-143152 · Cited by 557 · see citing works
Detecting, Preventing, and Responding to “Fraudsters” in Internet Research: Ethics and Tradeoffs
Teitcher, J. E. F., Bockting, W. O., Bauermeister, J. A., Hoefer, C. J., Miner, M. H., & Klitzman, R. (2015) · The Journal of Law Medicine & Ethics · doi:10.1111/jlme.12200 · Cited by 546 · see citing works
Adolescent alcohol initiation: A review of psychosocial risk factors
Donovan, J. E. (2004) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2004.02.003 · Cited by 472 · see citing works
A Social Media–Based Physical Activity Intervention
Cavallo, D. N., Tate, D. F., Ries, A. V., Brown, J. D., DeVellis, R. F., & Ammerman, A. S. (2012) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2012.07.019 · Cited by 411 · see citing works
Huang, G. C., Unger, J. B., Soto, D. W., Fujimoto, K., Pentz, M. A., Jordan‐Marsh, M., & Valente, T. W. (2013) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2013.07.001 · Cited by 382 · see citing works
Parental, Sibling, and Peer Influences on Adolescent Substance Use and Alcohol Problems
Windle, M. (2000) · Applied Developmental Science · doi:10.1207/s1532480xads0402_5 · Cited by 373 · see citing works
Behrendt, S., Wïttchen, H., Höfler, M., Lieb, R., & Beesdo, K. (2008) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2008.06.014 · Cited by 372 · see citing works
Hjorthøj, C., Hjorthøj, A. R., & Nordentoft, M. (2012) · Addictive Behaviours · doi:10.1016/j.addbeh.2011.11.025 · Cited by 349 · see citing works
Adolescent Alcohol Use: Risks and Consequences
Marshall, E. J. (2014) · Alcohol and Alcoholism · doi:10.1093/alcalc/agt180 · Cited by 346 · see citing works
Social Media–Delivered Sexual Health Intervention
Bull, S. S., Levine, D. K., Black, S. R., Schmiege, S. J., & Santelli, J. S. (2012) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2012.07.022 · Cited by 331 · see citing works
Motivational Interviewing: moving from why to how with autonomy support
Resnicow, K., & McMaster, F. (2012) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-9-19 · Cited by 320 · see citing works
McNeely, J., Wu, L.-T., Subramaniam, G., Sharma, G., Cathers, L. A., Svikis, D., Sleiter, L., Russell, L., Nordeck, C., Sharma, A., et al. (2016) · Annals of Internal Medicine · doi:10.7326/m16-0317 · Cited by 320 · see citing works
Simons, J. S., Dvorak, R. D., Merrill, J. E., & Read, J. P. (2012) · Addictive Behaviors · doi:10.1016/j.addbeh.2012.01.008 · Cited by 317 · see citing works
Valle, C. G., Tate, D. F., Mayer, D. K., Allicock, M. A., & Cai, J. (2013) · Journal of Cancer Survivorship · doi:10.1007/s11764-013-0279-5 · Cited by 286 · see citing works
Prevalence and predictors of adolescent alcohol use and binge drinking in the United States
Patrick, M. E. (2013) · Alcohol research · doi:10.35946/arcr.v35.2.10 · Cited by 262 · see citing works
Adolescent alcohol-related risk cognitions: The roles of social norms and social networking sites.
Litt, D., & Stock, M. L. (2011) · Psychology of Addictive Behaviors · doi:10.1037/a0024226 · Cited by 258 · see citing works
Predictors of Susceptibility to Peer Influence Regarding Substance Use in Adolescence
Allen, J. P., Chango, J. M., Szwedo, D. E., Schad, M. M., & Marston, E. G. (2011) · Child Development · doi:10.1111/j.1467-8624.2011.01682.x · Cited by 245 · see citing works
Cao, B., Gupta, S., Wang, J., Hightow‐Weidman, L., Muessig, K. E., Tang, W., Pan, S. W., Pendse, R., & Tucker, J. D. (2017) · Journal of Medical Internet Research · doi:10.2196/jmir.7997 · Cited by 231 · see citing works
Motivational consulting versus brief advice for smokers in general practice: a randomized trial
Butler, C., Rollnick, S., Cohen, D. R., Bachmann, M. O., Russell, I. T., & Stott, N. (1999) · Europe PMC (PubMed Central) · Cited by 215 · see citing works
Boyle, S. C., LaBrie, J. W., Froidevaux, N. M., & Witkovic, Y. D. (2016) · Addictive Behaviors · doi:10.1016/j.addbeh.2016.01.011 · 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
Burk, W. J., van der Vorst, H., Kerr, M., & Stattin, H. (2012) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2012.73.89 · Cited by 208 · see citing works
Chung, T. A., Colby, S. M., Barnett, N. P., Rohsenow, D. J., Spirito, A., & Monti, P. M. (2000) · Journal of Studies on Alcohol · doi:10.15288/jsa.2000.61.579 · Cited by 207 · see citing works
Young adult drinking-driving: behavioral and psychosocial correlates.
Donovan, J. E. (1993) · Journal of Studies on Alcohol · doi:10.15288/jsa.1993.54.600 · Cited by 196 · see citing works
Data Quality in HIV/AIDS Web-Based Surveys
Bauermeister, J. A., Pingel, E. S., Zimmerman, M. A., Couper, M. P., Carballo‐Diéguez, A., & Strecher, V. J. (2012) · Field Methods · doi:10.1177/1525822x12443097 · Cited by 193 · see citing works
Social Networking Technologies as an Emerging Tool for HIV Prevention
Young, S. D., Cumberland, W. G., Lee, S., Jaganath, D., Szekeres, G., & Coates, T. J. (2013) · Annals of Internal Medicine · doi:10.7326/0003-4819-159-5-201309030-00005 · Cited by 179 · see citing works
Bauermeister, J. A., Zimmerman, M. A., Johns, M. M., Glowacki, P., Stoddard, S. A., & Volz, E. (2012) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2012.73.834 · Cited by 160 · see citing works
Effects of School-Level Norms on Student Substance Use
Kumar, R., O’Malley, P. M., Johnston, L. D., Schulenberg, J. E., & Bachman, J. G. (2002) · Prevention Science · doi:10.1023/a:1015431300471 · Cited by 141 · see citing works
Chung, T. A., Colby, S. M., Barnett, N. P., & Monti, P. M. (2002) · Alcoholism Clinical and Experimental Research · doi:10.1111/j.1530-0277.2002.tb02528.x · Cited by 140 · see citing works
Patterns of simultaneous and concurrent alcohol and marijuana use among adolescents
Patrick, M. E., Kloska, D. D., Terry‐McElrath, Y. M., Lee, C. M., O’Malley, P. M., & Johnston, L. D. (2017) · The American Journal of Drug and Alcohol Abuse · doi:10.1080/00952990.2017.1402335 · Cited by 138 · see citing works
Ali, R. L., Meena, S., Eastwood, B., Richards, I., & Marsden, J. (2013) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2013.03.001 · Cited by 137 · see citing works
Concurrent validity of an online version of the timeline followback assessment
Pedersen, E. R., Grow, J., Duncan, S., Neighbors, C., & Larimer, M. E. (2012) · Psychology of Addictive Behaviors · doi:10.1037/a0027945 · Cited by 128 · see citing works
Ramo, D. E., Thrul, J., Chavez, K., Delucchi, K., & Prochaska, J. J. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.5209 · Cited by 119 · see citing works
Young, S. D., Holloway, I. W., Jaganath, D., Rice, E. R. W., Westmoreland, D. A., & Coates, T. J. (2014) · American Journal of Public Health · doi:10.2105/ajph.2014.301992 · Cited by 104 · see citing works
Mrug, S., & McCay, R. (2012) · Psychology of Addictive Behaviors · doi:10.1037/a0031064 · Cited by 100 · see citing works
Social Media Intervention Design: Applying an Affordances Framework
Moreno, M. A., & D’Angelo, J. D. (2018) · Journal of Medical Internet Research · doi:10.2196/11014 · Cited by 94 · see citing works
Olmstead, T. A., & Petry, N. M. (2009) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2009.02.005 · Cited by 92 · see citing works
Westgate, E. C., Neighbors, C., Heppner, H., Jahn, S., & Lindgren, K. P. (2014) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2014.75.390 · Cited by 91 · see citing works
Jaganath, D., Gill, H. K., Cohen, A. C., & Young, S. D. (2011) · AIDS Care · doi:10.1080/09540121.2011.630355 · Cited by 89 · see citing works
Song, E., Smiler, A. P., Wagoner, K. G., & Wolfson, M. (2012) · Substance Use & Misuse · doi:10.3109/10826084.2011.629704 · Cited by 85 · see citing works
Permissive Norms and Young Adults’ Alcohol and Marijuana Use: The Role of Online Communities
Stoddard, S. A., Bauermeister, J. A., Gordon-Messer, D., Johns, M. M., & Zimmerman, M. A. (2012) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2012.73.968 · Cited by 84 · see citing works
Ramo, D. E., Thrul, J., Delucchi, K., Hall, S. M., Ling, P. M., Belohlavek, A., & Prochaska, J. J. (2018) · Addiction · doi:10.1111/add.14245 · Cited by 79 · see citing works
Haines‐Saah, R., Kelly, M. T., Oliffe, J. L., & Bottorff, J. L. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4061 · Cited by 78 · see citing works
Contingency management for treatment attendance: A meta-analysis
Pfund, R. A., Ginley, M. K., Rash, C. J., & Zajac, K. (2022) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2021.108556 · Cited by 75 · see citing works
Online Network Influences on Emerging Adults’ Alcohol and Drug Use
Cook, S., Bauermeister, J. A., Gordon-Messer, D., & Zimmerman, M. A. (2012) · Journal of Youth and Adolescence · doi:10.1007/s10964-012-9869-1 · Cited by 68 · see citing works
Evaluating the Potential Role of Social Media in Preventive Health Care
Merchant, R. M. (2020) · JAMA · doi:10.1001/jama.2019.21084 · Cited by 65 · see citing works
Naslund, J. A., Aschbrenner, K. A., Marsch, L. A., McHugo, G. J., & Bartels, S. J. (2018) · Psychiatric Quarterly · doi:10.1007/s11126-017-9512-0 · Cited by 64 · see citing works
School-Level Substance Use: Effects on Early Adolescents' Alcohol, Tobacco, and Marijuana Use
Mrug, S., Gaines, J., Su, W., & Windle, M. T. (2010) · Journal of Studies on Alcohol and Drugs · doi:10.15288/jsad.2010.71.488 · Cited by 61 · see citing works
Evaluating college students’ displayed alcohol references on Facebook and Twitter
Moreno, M., Arseniev-Koehler, A., Litt, D., & Christakis, D. (2016) · Journal of Adolescent Health · doi:10.1016/j.jadohealth.2016.01.005 · Cited by 52 · see citing works
Social Media and Alcohol: Summary of Research, Intervention Ideas and Future Study Directions
Moreno, M., D'Angelo, J., & Whitehill, J. (2016) · Media and Communication · doi:10.17645/mac.v4i3.529 · Cited by 52 · see citing works
Young, S. D., Koussa, M., Lee, S.-J., Perez, H., Gill, N., Gelberg, L., & Heinzerling, K. (2018) · Journal of Addictive Diseases · doi:10.1080/10550887.2018.1557992 · Cited by 45 · see citing works
Self-citationKernot, J., Olds, T., Lewis, L. K., & Maher, C. A. (2013) · BMC Public Health · doi:10.1186/1471-2458-13-518 · Cited by 40 · see citing works
Abadi, M. H., Shamblen, S. R., Thompson, K. T., Collins, D. A., & Johnson, K. (2011) · Substance Use & Misuse · doi:10.3109/10826084.2011.598598 · Cited by 39 · see citing works
Protective behavioral strategies and future drinking behaviors: Effect of drinking intentions.
Grazioli, V. S., Dillworth, T. M., Witkiewitz, K. A., Andersson, C. R., Kilmer, J. R., Pace, T., Fossos‐Wong, N., Carroll, H. A., Berglund, M., Daeppen, J., et al. (2015) · Psychology of Addictive Behaviors · doi:10.1037/adb0000041 · Cited by 37 · see citing works
Treatment of Adolescent Substance Use Disorders
Belendiuk, K. A., & Riggs, P. (2014) · Current Treatment Options in Psychiatry · doi:10.1007/s40501-014-0016-3 · Cited by 30 · see citing works
Bonar, E. E., Schneeberger, D. M., Bourque, C. A., Bauermeister, J. A., Young, S. D., Blow, F. C., Cunningham, R. M., Bohnert, A. M., Zimmerman, M. A., & Walton, M. A. (2020) · JMIR Research Protocols · doi:10.2196/16688 · Cited by 30 · see citing works
Young, L. E., Soliz, S., Xu, J. J., & Young, S. D. (2020) · Preventive Medicine Reports · doi:10.1016/j.pmedr.2020.101158 · Cited by 28 · see citing works
Alanzi, T. M., Alobrah, A., Alhumaidi, R., & Aloraifi, S. (2018) · Breast Cancer Targets and Therapy · doi:10.2147/bctt.s166135 · Cited by 27 · see citing works
Social media as an emerging tool for reducing prescription opioid misuse risk factors
Young, S. D., Lee, S.-J., Perez, H., Gill, N., Gelberg, L., & Heinzerling, K. (2020) · Heliyon · doi:10.1016/j.heliyon.2020.e03471 · Cited by 27 · see citing works
I'm a Social (Network) Drinker: Alcohol-Related Facebook Posts, Drinking Identity, and Alcohol Use
Rodriguez, L. M., Litt, D., Neighbors, C., & Lewis, M. A. (2016) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.2016.35.2.107 · Cited by 26 · see citing works
Lewis, M. A., Litt, D., King, K. M., Garcia, T. A., Waldron, K. A., & Lee, C. M. (2018) · Addictive Behaviors · doi:10.1016/j.addbeh.2018.06.010 · Cited by 21 · see citing works
Prototype Willingness Model Drinking Cognitions Mediate Personalized Normative Feedback Efficacy
Lewis, M. A., Litt, D., Tomkins, M. M., & Neighbors, C. (2016) · Prevention Science · doi:10.1007/s11121-016-0742-4 · Cited by 15 · see citing works
Ramo, D. E., Kaur, M., Corpuz, E. S., Satre, D. D., Delucchi, K., Brown, S. A., & Prochaska, J. J. (2018) · Contemporary Clinical Trials · doi:10.1016/j.cct.2018.02.014 · Cited by 12 · see citing works
Ramo, D. E., Thrul, J., Delucchi, K., Hall, S. M., Ling, P. M., Belohlavek, A., Zhao, S., Han, B., & Prochaska, J. J. (2017) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.08.474 · Cited by 4 · see citing works
Flagged first, then by citations
1 of the 78 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- Kadden R, Carroll K, Donovan D, Cooney N, Monti P, Abrams D, Litt M, Hester R, 2003. Cognitive Behavioral-Coping Skills Therapy Manual, in: Mattsson ME (Ed.) Project MATCH Monograph Series. National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Rockville, MD.
- Miller WR, Rollnick S, 1991. Motivational Interviewing. Preparing people to change addictive behavior. The Guilford Press, New York.
Cited by
Sorted by citations
Social Media Role and Its Impact on Public Health: A Narrative Review
Kanchan, S., & Gaidhane, A. (2023) · Cureus · doi:10.7759/cureus.33737 · Cited by 221 · see citing works
“, the authors employed social media adverts to target young people who engaged in risky drinking and came up with some encouraging findings [23].”
BackgroundGarett, R., & Young, S. D. (2023) · Decision Analytics Journal · doi:10.1016/j.dajour.2023.100187 · Cited by 17 · see citing works
Seeking order in patterns of polysubstance use
Connor, J. P., Leung, J., Chan, G., & Stjepanović, D. (2023) · Current Opinion in Psychiatry · doi:10.1097/yco.0000000000000881 · Cited by 16 · see citing works
Bonar, E. E., Chapman, L., Pagoto, S., Tan, C. Y., Duval, E. R., McAfee, J., Collins, R. L., & Walton, M. A. (2022) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2022.109693 · Cited by 10 · see citing works
Bonar, E. E., Goldstick, J. E., Tan, C. Y., Bourque, C. A., Carter, P. M., Duval, E. R., McAfee, J., & Walton, M. A. (2023) · Addictive Behaviors · doi:10.1016/j.addbeh.2023.107829 · Cited by 7 · see citing works
Bonar, E. E., Tan, C. Y., Fernandez, A. C., Goldstick, J. E., Chapman, L., Florimbio, A. R., & Walton, M. A. (2024) · Alcohol and Alcoholism · doi:10.1093/alcalc/agae005 · Cited by 6 · see citing works
Lowik, A. J., Mniszak, C., Pang, M., Ziafat, K., Karamouzian, M., & Knight, R. (2024) · PLoS Medicine · doi:10.1371/journal.pmed.1004413 · Cited by 4 · see citing works
Evans, W. D., Ichimiya, M., Bingenheimer, J. B., Cantrell, J., D’Esterre, A. P., Pincus, O., Yu, L. Q., & Hair, E. C. (2025) · Journal of Medical Internet Research · doi:10.2196/72002 · Cited by 4 · see citing works
e-Health education for patients and health professionals in the field of vascular disease
Louche, C. D. D., Shea, J., Park, S., Nicola, M., Lawson, J., Charles, E., & Pouncey, A. L. (2024) · Seminars in Vascular Surgery · doi:10.1053/j.semvascsurg.2024.08.001 · Cited by 3 · see citing works
Rees, N., Todd, D., Fiorentino, F., O'Meara, P. F., Williams, L. F., Williams, J., & Hawkes, C. (2025) · BMJ Open · doi:10.1136/bmjopen-2024-092949 · Cited by 3 · see citing works
Ochterbeck, D., Muellmann, S., Gerhardus, A., Hrynyschyn, R., Graff, H., Busse, H., & Helmer, S. M. (2026) · Journal of Prevention · doi:10.1007/s10935-025-00894-3 · Cited by 3 · see citing works
Investigate the impact of media on public understanding of health and medical science in China
Yang, J. (2023) · SHS Web of Conferences · doi:10.1051/shsconf/202318001008 · Cited by 1 · see citing works
Wang, Z. C., Ma, M., Xia, X., Li, M. M., Zhao, X., & Ao, S. H. (2025) · Digital Health · doi:10.1177/20552076251376287 · Cited by 1 · see citing works
Evaluating of the clinical effect of refined nursing management in urological surgery
Luo, Z., Zhang, L., Tang, M., & Luo, T. (2024) · Asian Journal of Surgery · doi:10.1016/j.asjsur.2024.05.235 · Cited by 1 · see citing works
Merrill, J., Moitra, E., Giorlando, K. K., Olsen, E. M., Leigland, A., Abrantes, A. M., & Whiteley, L. (2024) · Addictive Behaviours · doi:10.1016/j.addbeh.2024.108216 · Cited by 2 · see citing works
A Novel Instagram Intervention for College Students Who Binge Drink
Thomas, H. A., & Grekin, E. R. (2024) · Substance Use & Misuse · doi:10.1080/10826084.2024.2446728
Tam, C. C., Young, S. D., Harrison, S. E., Li, X., & Litwin, A. H. (2025) · JMIR Research Protocols · doi:10.2196/65847
Lee, C. A., Walton, M. A., Zube, D., Bauermeister, J. A., Coughlin, L. N., Florimbio, A. R., & Bonar, E. E. (2025) · Addiction Research & Theory · doi:10.1080/16066359.2025.2523828
Schmidt, V., Hubert, J., Wittmann, E., Schlueter, J. A., Arnold, J., Lomidze, A., de Smit, N. W., Heinen, F., Wengenroth, L., & Landgraf, M. N. (2025) · Alcohol and Alcoholism · doi:10.1093/alcalc/agaf050
Social media interventions and the moderation of baseline substance use: A secondary data analysis
Tomlinson, D. C., Bonar, E. E., Florimbio, A. R., Goldstick, J. E., Young, S. D., & Walton, M. A. (2026) · Addictive Behaviors · doi:10.1016/j.addbeh.2026.108611
Technology and Social Media Applications in Healthcare and Pharmacy
Ucar-Yaman, N. (2026) · Elsevier eBooks · doi:10.1016/b978-0-443-26472-6.00062-0
Social media, drinking motives, and alcohol use in young adults: a longitudinal mediation study
Wang, C. L., Meshesha, L. Z., Woerner, J. I., Schmidt, E. G., Lysandrou, A. E., Ghonasgi, R., & Dunn, M. E. (2026) · Addictive Behaviors · doi:10.1016/j.addbeh.2026.108799
Efficacy of Technology-Augmented Behavioral Counseling for Risky Firearm Behaviors
Carter, P. M., Resnicow, K., Stallworth, P., Goldstick, J. E., Carrillo, A., Seewald, L., Cunningham, R. M., Massey, L., Battisti, K. A., Schoener, B., et al. (2026) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/jamapediatrics.2026.3893
- Authors
- Bonar, E. E., Bauermeister, J. A., Blow, F. C., Bohnert, A. S. B., Bourque, C., Coughlin, L. N., Davis, A. K., Florimbio, A. R., Goldstick, J. E., Wisnieski, D. M., Young, S. D., & Walton, M. A.
- Affiliations
- University of Michigan (US)
- University of Pennsylvania (US)
- Johns Hopkins University (US)
- University of California, Irvine (US)
- Corresponding author
- Bonar, Erin E.
- ORCID
- Venue
- Drug and Alcohol Dependence
- Publisher
- Elsevier BV
- Published
- 2022-08
- Volume
- 237
- Pages
- 109532
- ISSN
- 0376-8716 (ISSN-L)
- PMC
- PMC9745675
- OpenAlex
- W4283707811
- Cited by
- 23
- References
- 78
- Citations by year
- 2026: 5 · 2025: 6 · 2024: 6 · 2023: 5 · 2022: 1
- FWCI
- 3.25
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
- www.elsevier.com/legal/tdmrep-license (tdm)
- www.elsevier.com/open-access/userlicense/1.0/ (am, 327 d)
- doi.org/10.15223/policy-017 (stm-asf)
- doi.org/10.15223/policy-037 (stm-asf)
- doi.org/10.15223/policy-012 (stm-asf)
- doi.org/10.15223/policy-029 (stm-asf)
- doi.org/10.15223/policy-004 (stm-asf)
- Locations
- Drug and Alcohol Dependence (acceptedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- eScholarship (California Digital Library) (submittedVersion)
- Funders
- National Institute on Alcohol Abuse and Alcoholism (R01AA024175, T32AA007477, K23AA028232)
- Steven and Alexandra Cohen Foundation
- Topics
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Health › Social Media in Health Education
- Keywords
- hazardous drinking, adolescent alcohol use, emerging adults, social media interventions, Facebook groups, motivational interviewing, incentives, alcohol-related consequences, cannabis-impaired driving, polydrug use, intervention engagement, treatment acceptability
- MeSH terms
- Adolescent, Adult, Humans, Motivation, Substance-Related Disorders, Young Adult, Social Media, Motivational Interviewing
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