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Public Health Benefits 16 Years After a Statewide Policy Change: Communities That Care in Pennsylvania

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Abstract

Communities That Care (CTC), an evidence-based prevention system, has been installed outside of a research context in over 500 communities worldwide. Yet, its effectiveness in a non-research context is unknown. Using a repeated cross-sectional design with propensity score weighting at the school district-level, the purpose of this study was to examine the effect of widespread diffusion of CTC across Pennsylvania on adolescent substance use, delinquency, and depression. Anonymous youth survey data were collected from 6th, 8th, 10th, and 12th grade students every other year from 2001 to 2011. Three-hundred eighty-eight school districts participated in one to six waves of data collection during that time, resulting in a total of 470,798 student-reported observations. The intervention school districts received programming provided by CTC coalitions. Outcome measures were lifetime and past 30-day alcohol, tobacco, marijuana, and other drug use. Lifetime and past year participation in delinquency and current depressive symptoms were also analyzed. Analyses revealed that CTC school districts had significantly lower levels of adolescent substance use, delinquency, and depression. This effect was small to moderate, depending on the particular outcome studied. Overall effects became stronger after accounting for use of evidence-based programs; there are likely differences in implementation quality and other factors that contribute to the observed overall small effect size. Future research needs to unpack these factors.

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References

  • Arthur, M. W., Briney, J. S., Hawkins, J. D., Abbott, R. D., Brooke-Weiss, B. L., & Catalano, R. F. (2007). Measuring risk and protection in communities using the Communities That Care Youth Survey. Evaluation and Program Planning, 30, 197–211. https://doi.org/10.1016/j.evalprogplan.2007.01.009.

    Article  PubMed  Google Scholar 

  • Austin, P. C., & Stuart, E. A. (2015). Moving towards best practice when using inverse probability of treatment weighting (IPTW) using the propensity score to estimate causal treatment effects in observational studies. Statistics in Medicine, 34, 3661–3679. https://doi.org/10.1002/sim.6607.

    Article  PubMed  PubMed Central  Google Scholar 

  • Brown, E. C., Hawkins, J. D., Arthur, M. W., Briney, J. S., & Fagan, A. A. (2011). Prevention service system transformation using Communities That Care. Journal of Community Psychology, 39, 183–201. https://doi.org/10.1002/jcop.20426.

    Article  PubMed  PubMed Central  Google Scholar 

  • Brown, L., Feinberg, M., Shapiro, V., & Greenberg, M. (2013). Reciprocal relations between coalition functioning and the provision of implementation support. Prevention Science, 1–9. https://doi.org/10.1007/s11121-013-0447-x.

  • Brown, E. C., Hawkins, J. D., Rhew, I. C., Shapiro, V. B., Abbott, R. D., Oesterle, S., et al. (2014). Prevention system mediation of communities that care effects on youth outcomes. Prevention Science, 15, 623–632. https://doi.org/10.1007/s11121-013-0413-7.

    Article  PubMed  PubMed Central  Google Scholar 

  • Center for the Study and Prevention of Violence. (2012, 2018). Blueprints for healthy youth development. Retrieved June 11, 2015, from http://www.blueprintsprograms.com/.

  • Channing Bete Company Inc. (2002). Communities That Care Youth survey report: Pennsylvania youth survey 2001. South Deerfield.

  • Cook, T. D., & Campbell, D. T. (1979). Quasi-experimentation: Design & analysis issues for field settings. Boston: Houghton Mifflin Company.

    Google Scholar 

  • Crowley, D. M., Greenberg, M., Feinberg, M. E., & Spoth, R. (2012). The effect of the PROSPER partnership model on cultivating local stakeholder knowledge of evidence-based programs: A five year longitudinal study of 28 communities. Prevention Science, 13, 96–105. https://doi.org/10.1007/s11121-011-0250-5.

    Article  PubMed  PubMed Central  Google Scholar 

  • Feinberg, M. E., Greenberg, M. T., Osgood, D. W., Anderson, A., & Babinski, L. (2002). The effects of training community leaders in prevention science: Communities That Care in Pennsylvania. Evaluation and Program Planning, 25, 245–259. https://doi.org/10.1016/S0149-7189(02)00019-8.

    Article  Google Scholar 

  • Feinberg, M. E., Ridenour, T. A., & Greenberg, M. T. (2007). Aggregating indices of risk and protection for adolescent behavior problems: The Communities That Care Youth Survey. Journal of Adolescent Health, 40, 506–513. https://doi.org/10.1016/j.jadohealth.2006.09.002.

    Article  Google Scholar 

  • Feinberg, M. E., Bontempo, D. E., & Greenberg, M. T. (2008). Predictors and level of sustainability of community prevention coalitions. American Journal of Preventive Medicine, 34, 495–501. https://doi.org/10.1016/j.amepre.2008.01.030.

    Article  PubMed  Google Scholar 

  • Feinberg, M., Jones, D., Greenberg, M., Osgood, D., & Bontempo, D. (2010). Effects of the communities that care model in Pennsylvania on change in adolescent risk and problem behaviors. Prevention Science, 11, 163–171. https://doi.org/10.1007/s11121-009-0161-x.

    Article  PubMed  PubMed Central  Google Scholar 

  • Greenberg, M. T., & Abenavoli, R. (2017). Universal interventions: Fully exploring their impacts and potential to produce population-level impacts. Journal of Research on Educational Effectiveness, 10, 40–67. https://doi.org/10.1080/19345747.2016.1246632.

    Article  Google Scholar 

  • Haggerty, K. P. (2018). [Question Regarding CTC Dissemination].

  • Hawkins, J. D., Catalano, R. F., & Arthur, M. W. (2002). Promoting science-based prevention in communities. Addictive Behaviors, 27, 951–976. https://doi.org/10.1016/s0306-4603(02)00298-8.

    Article  PubMed  Google Scholar 

  • Hawkins, J., Catalano, R., Arthur, M., Egan, E., Brown, E., Abbott, R., & Murray, D. (2008). Testing communities that care: The rationale, design and behavioral baseline equivalence of the community youth development study. Prevention Science, 9, 178–190. https://doi.org/10.1007/s11121-008-0092-y.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hawkins, J. D., Jenson, J. M., Catalano, R., Fraser, M. W., Botvin, V. S., H, C., Brown, G. J., et al. (2015). Unleashing the power of prevention Discussion Paper. Washington, DC: Institute of Medicine and National Research Council.

    Google Scholar 

  • Hirano, K., & Imbens, G. W. (2001). Estimation of causal effects using propensity score weighting: An application to data on right heart catheterization. Health Services & Outcomes Research Methodology, 2, 259–278. https://doi.org/10.1023/a:1020371312283.

    Article  Google Scholar 

  • Imbens, G. W. (2000). The role of the propensity score in estimating dose-response functions. Biometrika, 87, 706–710. https://doi.org/10.1093/biomet/87.3.706.

    Article  Google Scholar 

  • Mettrick, J., Harburger, D. S., Kanary, P. J., Lieman, R. B., & Zabel, M. (2015). Building cross-system implementation centers: A roadmap for state and local child serving agencies in developing centers of excellence (COE). Baltimore, MD: The Institute for Innovation & Implementation, University of Maryland.

    Google Scholar 

  • Mrazek, P., Biglan, A., & Hawkins, J. D. (2006). Community-monitoring systems: tracking and improving the well-being of America’s children and adolescents. Society for Prevention Research. Retrieved from http://www.preventionresearch.org/CMSbook.pdf. Accessed 24 Aug 2018

  • National Research Council and Institute of Medicine. (2009). Preventing mental, emotional, and behavioral disorders among young people: Progress and possibilities. Committee on the prevention of mental disorders and substance abuse among children, youth, and young adults: Research advances and promising interventions. Mary Ellen O'Connell, Thomas Boat, and Kenneth E Warner, editors. Board on children, Youth, and Families, Division of Behavioral and Social sciences and Education. Washington, DC: The National Academies Press.

  • Oesterle, S., Kuklinski, M. R., Hawkins, J. D., Skinner, M. L., Guttmannova, K., & Rhew, I. C. (2018). Long-term effects of the communities that care trial on substance use, antisocial behavior, and violence through age 21 years. American Journal of Public Health, 108, 659–665. https://doi.org/10.2105/ajph.2018.304320.

    Article  PubMed  PubMed Central  Google Scholar 

  • Offord, D. R. (2000). Selection of levels of prevention. Addictive Behaviors, 25, 833–842.

    Article  CAS  PubMed  Google Scholar 

  • Patton, M. Q. (1997). Utilization-focused evaluation: The new century text (3rd ed.). Thousand Oaks: Sage Publications, Inc.

    Google Scholar 

  • Pennington, M., & Kolchin, G. (2008). PCCD’s evidence-based prevention initiative. Paper presented at the Coalition for Juvenile Justice Conference, Washington, D.C. http://juvjustice.org/sites/default/files/resource-files/resource_151.pdf. Accessed 4 Jan 2018

  • Rhew, I. C., Hawkins, J. D., Murray, D. M., Fagan, A. A., Oesterle, S., Abbott, R. D., & Catalano, R. F. (2016). Evaluation of community-level effects of communities that care on adolescent drug use and delinquency using a repeated cross-sectional design. Prevention Science, 17, 177–187. https://doi.org/10.1007/s11121-015-0613-4.

    Article  PubMed  PubMed Central  Google Scholar 

  • Spoth, R., Greenberg, M., Bierman, K., & Redmond, C. (2004). PROSPER community-university partnership model for public education systems: Capacity-building for evidence-based, competence-building prevention. Prevention Science, 5, 31–39. https://doi.org/10.1023/B:PREV.0000013979.52796.8b.

    Article  PubMed  Google Scholar 

  • Spoth, R., Redmond, C., Shin, C., Greenberg, M. T., Feinberg, M. E., & Trudeau, L. (2017). PROSPER delivery of universal preventive interventions with young adolescents: Long-term effects on emerging adult substance misuse and associated risk behaviors. Psychological Medicine, 1–14. https://doi.org/10.1017/S0033291717000691.

  • Steiner, P. M., Cook, T. D., Shadish, W. R., & Clark, M. H. (2010). The importance of covariate selection in controlling for selection bias in observational studies. Psychological Methods, 15, 250–267. https://doi.org/10.1037/a0018719.

    Article  PubMed  Google Scholar 

  • United States Census Bureau. (2010). American community survey 5-year estimates, 2006–2010. [Data files]. Retrieved from https://factfinder.census.gov/faces/nav/jsf/pages/index.xhtml. Accessed 10 Dec 2016

  • United States Census Bureau. (2017). QuickFacts: Pennsylvania. Retrieved December 6, 2017, from https://www.census.gov/quickfacts/PA.

  • Wandersman, A., Duffy, J., Flaspohler, P., Noonan, R., Lubell, K., Stillman, L., et al. (2008). Bridging the gap between prevention research and practice: The interactive systems framework for dissemination and implementation. American Journal of Community Psychology, 41, 171–181. https://doi.org/10.1007/s10464-008-9174-z.

    Article  PubMed  Google Scholar 

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Acknowledgments

We thank Damon Jones, PhD, Mark Feinberg, PhD, and Wayne Osgood, PhD, for consulting regarding the statistical models. We thank Donald Miller at the Programming Core in the Social Science Research Institute at Pennsylvania State University for conducting the statistical analyses.

Funding

Work on this paper was supported by the National Institute on Drug Abuse, grant 1R03DA034664-01A1.

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Correspondence to Sarah M. Chilenski.

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Chilenski, S.M., Frank, J., Summers, N. et al. Public Health Benefits 16 Years After a Statewide Policy Change: Communities That Care in Pennsylvania. Prev Sci 20, 947–958 (2019). https://doi.org/10.1007/s11121-019-01028-y

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