Moderated Mediation of the eCHECKUP TO GO College Student Cannabis Use Intervention

References

• Ajzen, I. (1991). The theory of planned behavior. Organizational Behavior and Human Decision Processes, 50(2), 179–211. https://doi.org/10.1016/0749-5978(91)90020-T
   Web of Science ®Google Scholar
• Bravo, A. J., Anthenien, A. M., Prince, M. A., & Pearson, M. R. (2017). Marijuana protective behavioral strategies as a moderator of the effects of risk/protective factors on marijuana-related outcomes. Addictive Behaviors, 69, 14–21. https://doi.org/10.1016/j.addbeh.2017.01.007
   PubMed Web of Science ®Google Scholar
• Bravo, A. J., Prince, M. A., & Pearson, M. R. (2017). College-related alcohol beliefs and problematic alcohol consumption: Alcohol protective behavioral strategies as a mediator. Substance Use & Misuse, 52(8), 1059–1068. https://doi.org/10.1080/10826084.2016.1271985
   PubMed Web of Science ®Google Scholar
• Buckner, J. D., Henslee, A. M., & Jeffries, E. R. (2015). Event-specific cannabis use and use-related impairment: The relationship to campus traditions. Journal of Studies on Alcohol and Drugs, 76(2), 190–194. https://doi.org/10.15288/jsad.2015.76.190
   PubMed Web of Science ®Google Scholar
• Cialdini, R. B., Reno, R. R., & Kallgren, C. A. (1990). A focus theory of normative conduct: Recycling the concept of norms to reduce littering in public places. Journal of Personality and Social Psychology, 58(6), 1015–1026. https://doi.org/10.1037/0022-3514.58.6.1015
   Web of Science ®Google Scholar
• Coulter, R. W., Blosnich, J. R., Bukowski, L. A., Herrick, A. L., Siconolfi, D. E., & Stall, R. D. (2015). Differences in alcohol use and alcohol-related problems between transgender-and nontransgender-identified young adults. Drug and Alcohol Dependence, 154, 251–259. https://doi.org/10.1016/j.drugalcdep.2015.07.006
   PubMed Web of Science ®Google Scholar
• Cuttler, C., Mischley, L. K., & Sexton, M. (2016). Sex differences in cannabis use and effects: A cross-sectional survey of cannabis users. Cannabis and Cannabinoid Research, 1(1), 166–175. https://doi.org/10.1089/can.2016.0010
   PubMedGoogle Scholar
• Dotson, K. B., Dunn, M. E., & Bowers, C. A. (2015). Stand-alone personalized normative feedback for college student drinkers: A meta-analytic review, 2004 to 2014. PloS One, 10(10), e0139518. https://doi.org/10.1371/journal.pone.0139518
   PubMed Web of Science ®Google Scholar
• Dyar, C., Newcomb, M. E., & Mustanski, B. (2019). Longitudinal associations between minority stressors and substance use among sexual and gender minority individuals. Drug and Alcohol Dependence, 201, 205–211. https://doi.org/10.1016/j.drugalcdep.2019.03.032
   PubMed Web of Science ®Google Scholar
• Elliott, J. C., & Carey, K. B. (2012). Correcting exaggerated marijuana use norms among college abstainers: A preliminary test of a preventive intervention. Journal of Studies on Alcohol and Drugs, 73(6), 976–980. https://doi.org/10.15288/jsad.2012.73.976
   PubMed Web of Science ®Google Scholar
• Elliott, J. C., Carey, K. B., & Vanable, P. A. (2014). A preliminary evaluation of a web-based intervention for college marijuana use. Psychology of Addictive Behaviors, 28(1), 288–293. https://doi.org/10.1037/a0034995
   PubMed Web of Science ®Google Scholar
• Gates, P., Copeland, J., Swift, W., & Martin, G. (2012). Barriers and facilitators to cannabis treatment. Drug and Alcohol Review, 31(3), 311–319. https://doi.org/10.1111/j.1465-3362.2011.00313.x
   PubMed Web of Science ®Google Scholar
• Hall, W., & Degenhardt, L. (2009). Adverse health effects of non-medical cannabis use. The Lancet, 374(9698), 1383–1391. https://doi.org/10.1016/S0140-6736(09)61037-0
   PubMed Web of Science ®Google Scholar
• Hayes, A. F. (2013). The PROCESS macro for SPSS and SAS (version 2.13) [Software].
   Google Scholar
• Herrmann, E. S., Weerts, E. M., & Vandrey, R. (2015). Sex differences in cannabis withdrawal symptoms among treatment-seeking cannabis users. Experimental and Clinical Psychopharmacology, 23(6), 415–421. https://doi.org/10.1037/pha0000053
   PubMed Web of Science ®Google Scholar
• Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. [Database] https://doi.org/10.1080/10705519909540118
   Web of Science ®Google Scholar
• Lewis, M. A., & Neighbors, C. (2004). Gender-specific misperceptions of college student drinking norms. Psychology of Addictive Behaviors: Journal of the Society of Psychologists in Addictive Behaviors, 18(4), 334–339. https://doi.org/10.1037/0893-164X.18.4.334
   PubMed Web of Science ®Google Scholar
• Lewis, M. A., & Neighbors, C. (2006). Social norms approaches using descriptive drinking norms education: A review of the research on personalized normative feedback. Journal of American College Health, 54(4), 213–218. https://doi.org/10.3200/JACH.54.4.213-218
   PubMed Web of Science ®Google Scholar
• Lewis, M. A., & Neighbors, C. (2007). Optimizing personalized normative feedback: The use of gender-specific referents. Journal of Studies on Alcohol and Drugs, 68(2), 228–237. https://doi.org/10.15288/jsad.2007.68.228
   PubMed Web of Science ®Google Scholar
• Lewis, M. A., Rees, M., & Lee, C. M. (2009). Gender-specific normative perceptions of alcohol-related protective behavioral strategies. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors, 23(3), 539–545. https://doi.org/10.1037/a0015176
   PubMed Web of Science ®Google Scholar
• MacKinnon, D. P., Lockwood, C. M., & Williams, J. (2004). Confidence limits for the indirect effect: Distribution of the product and resampling methods. Multivariate Behavioral Research, 39(1), 99–128. https://doi.org/10.1207/s15327906mbr3901_4
   PubMed Web of Science ®Google Scholar
• Martens, M. P., Taylor, K. K., Damann, K. M., Page, J. C., Mowry, E. S., & Cimini, M. D. (2004). Protective behavioral strategies when drinking alcohol and their relationship to negative alcohol-related consequences in college students. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors, 18(4), 390–393. https://doi.org/10.1037/0893-164X.18.4.390
   PubMed Web of Science ®Google Scholar
• Muthén, L. K., & Muthén, B. O. (1998–2012). Mplus user’s guide (7th ed.). Muthén & Muthén.
   Google Scholar
• National Academies of Sciences, Engineering, and Medicine. (2017). The health effects of cannabis and cannabinoids: Current state of evidence and recommendations for research. The National Academies Press.
   Google Scholar
• Neighbors, C., Lewis, M. A., Atkins, D. C., Jensen, M. M., Walter, T., Fossos, N., Lee, C. M., & Larimer, M. E. (2010). Efficacy of web-based personalized normative feedback: a two-year randomized controlled trial. Journal of Consulting and Clinical Psychology, 78(6), 898–911. https://doi.org/10.1037/a0020766
   PubMed Web of Science ®Google Scholar
• Palfai, T. P., Tahaney, K., Winter, M., & Saitz, R. (2016). Readiness-to-change as a moderator of a web-based brief intervention for marijuana among students identified by health center screening. Drug and Alcohol Dependence, 161, 368–371. https://doi.org/10.1016/j.drugalcdep.2016.01.027
   PubMed Web of Science ®Google Scholar
• Pedersen, E. R., Huang, W., Dvorak, R. D., Prince, M. A., & Hummer, J. F. (2017). The Protective Behavioral Strategies for Marijuana Scale: Further examination using item response theory. Psychology of Addictive Behaviors : Journal of the Society of Psychologists in Addictive Behaviors, 31(5), 548–559. https://doi.org/10.1037/adb0000271
   PubMed Web of Science ®Google Scholar
• Pedersen, E. R., Hummer, J. F., Rinker, D. V., Traylor, Z. K., & Neighbors, C. (2016). Measuring protective behavioral strategies for marijuana use among young adults. Journal of Studies on Alcohol and Drugs, 77(3), 441–450. https://doi.org/10.15288/jsad.2016.77.441
   PubMed Web of Science ®Google Scholar
• Prince, M. A., Carey, K. B., & Maisto, S. A. (2013). Protective behavioral strategies for reducing alcohol involvement: A review of the methodological issues. Addictive Behaviors, 38(7), 2343–2351. https://doi.org/10.1016/j.addbeh.2013.03.010
   PubMed Web of Science ®Google Scholar
• Prince, M. A., Swaim, R. C., Stanley, L. R., & Conner, B. T. (2017). Perceived harm as a mediator of the relationship between social norms and marijuana use and related consequences among American Indian youth. Drug and Alcohol Dependence, 181, 102–107. https://doi.org/10.1016/j.drugalcdep.2017.09.021
   PubMed Web of Science ®Google Scholar
• Riggs, N. R., Conner, B. T., Parnes, J. E., Prince, M. A., Shillington, A. M., & George, M. W. (2018). Marijuana eCHECKUPTO GO: Effects of a personalized feedback plus protective behavioral strategies intervention for heavy marijuana-using college students. Drug and Alcohol Dependence, 190, 13–19. https://doi.org/10.1016/j.drugalcdep.2018.05.020
   PubMed Web of Science ®Google Scholar
• San Diego State University Research Foundation. (2009). Marijuana eCHECKUP TO GO (eCTG) for Universities & Colleges.http://www.echeckuptogo.com/usa/programs/coll_mj.php
   Google Scholar
• Schulenberg, J., Johnston, L., O’Malley, P., Bachman, J., Miech, R., & Patrick, M. (2020). Monitoring the Future national survey results on drug use, 1975-2019: Volume II, college students and adults ages 19–60. Ann Arbor: Institute for Social Research, The University of Michigan. Available at http://monitoringthefuture.org/pubs.html#monographs
   Google Scholar
• Sherman, B. J., McRae‐Clark, A. L., Baker, N. L., Sonne, S. C., Killeen, T. K., Cloud, K., & Gray, K. M. (2017). Gender differences among treatment‐seeking adults with cannabis use disorder: Clinical profiles of women and men enrolled in the achieving cannabis cessation—Evaluating N‐acetylcysteine treatment (ACCENT) study. The American Journal on Addictions, 26(2), 136–144. https://doi.org/10.1111/ajad.12503
   PubMed Web of Science ®Google Scholar
• Stride, C. B., Gardner, S., Catley, N., & Thomas, F. (2015). Mplus code for mediation, moderation, and moderated mediation models. Retrieved February, 17, 2017, from http://www.figureitout.org.uk.
   Google Scholar
• Suerken, C. K., Reboussin, B. A., Egan, K. L., Sutfin, E. L., Wagoner, K. G., Spangler, J., & Wolfson, M. (2016). Marijuana use trajectories and academic outcomes among college students. Drug and Alcohol Dependence, 162, 137–145. https://doi.org/10.1016/j.drugalcdep.2016.02.041
   PubMed Web of Science ®Google Scholar
• Tait, R. J., Spijkerman, R., & Riper, H. (2013). Internet and computer based interventions for cannabis use: A meta-analysis. Drug and Alcohol Dependence, 133(2), 295–304. https://doi.org/10.1016/j.drugalcdep.2013.05.012
   PubMed Web of Science ®Google Scholar