Abstract
In a 46-site, 5-year high-risk youth substance abuse prevention evaluation, effect sizes were adjusted using a meta-analytic regression technique to project potential effectiveness under more optimal research and implementation conditions. Adjusting effect size estimates to control for the impact of comparison group prevention exposure, service intensity, and coherent program implementation raised the mean effectiveness estimate from near zero (.02, SD = .21) to .24 (SD = .18). This finding suggests that adolescent prevention programs can have significant positive effects under optimal, yet obtainable conditions.
Editors’ Strategic Implications: The authors present a meta-analytic technique that promises to be an important tool for understanding what works in multi-site community-based prevention settings. Researchers will find this to be a creative approach to model the “noise’’ in implementation that may often overshadow the potential impact of prevention programs.
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Argyris, C. (1982). Research as action: Useable knowledge for understanding and changing the status quo. In N. Nicholson & T. D. Wall (Eds.), The theory and practice of organizational psychology (pp. 197–211). London: Academic Press.
Backer, T. E. (2001). Finding the balance: Executive summary of a state-of-the-art review. Rockville, MD: Center for Substance Abuse Prevention, SAMHSA.
Blueprints (2003). Blueprints for violence prevention: Overview. Retrieved February 9, 2003, from http://www.colorado.edu/cspv/blueprints/index.html.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences, (2nd ed.) Hillsdale, NJ: Earlbaum.
Cook, T. D., & Campbell, D. T. (1979). Quasi-experimentation: Design and analysis issues for field settings. Boston: Houghton Mifflin.
Department of Education (2003). Safe, disciplined and drug-free expert panel, 2001. Retrieved February 9, 2003, from http://www.ed.gov/offices/OSDFS/expert_panel/drug-free.html.
Flay, B. (1986). Efficacy and effectiveness trials (and other phases of research) in the development of health promotion programs. Preventive Medicine, 14, 451–474.
Greenwald, P., & Caban, C. E. (1986). A strategy for cancer prevention and control research. Bulletin of the World Health Organization, 64, 73–78.
Hansen, W. B. (1992). School-based substance abuse prevention: A review of the state of the art in curriculum, 1980–1990. Health Education Research, 7, 403–430.
Hedges, L. V., & Olkin, I. (1985). Statistical methods for meta-analysis. NY: Academic Press.
Holder, H., Flay, B., Howard, J., Boyd, G., Voas, R., & Grossman, M. (1999). Phases of alcohol prevention research. Alcoholism: Clinical and Experimental Research, 23, 183–194.
Lerner, D., & Lasswell H. D. (Eds.) (1950). The policy sciences. Stanford, CA: Stanford University Press.
Lipsey, M. W. (1990). Design sensitivity: Statistical power for experimental research. Newbury Park, CA: Sage.
Mark, M. M., Henry, G. T., & Julnes, G. (1998). A realist theory of evaluation practice. New Directions for Evaluation, 78, 3–32.
Pressman, J., & Wildavsky, A. (1973). Implementation: How great expectations in Washington are dashed in Oakland; or, Why it’s amazing that federal programs work at all, this being a saga of the Economic Development Administration as told by two sympathetic observers who seek to build morals on a foundation of ruined hopes. Berkeley, CA: University of California Press.
Sambrano, S., Springer, J. F., & Hermann, J. (1997). Informing the next generation of prevention programs: CSAP’s Cross-site evaluation of the 1994–1995 High-Risk Youth grantees. Journal of Community Psychology, 25, 375–395.
SAMHSA (2001). Closing the gap between research and practice: Lessons of the first three years of CSAP’s national CAPT system. Washington DC: SAMHSA/CSAP.
SAMHSA (2002a). Preventing substance abuse: Major findings from the National Cross-Site Evaluation of High-Risk Youth programs. InPoints of Prevention, SAMHSA/CSAP Monograph Series #1 (pp. 1–29). Washington, DC: US Government Printing Office.
SAMHSA (2002b). Designing and implementing effective prevention programs for youth at high risk. In Points of Prevention, CSAP Monograph Series #3(pp. 1–34). Washington, DC: US Government Printing Office.
Schmidt, F. L. (1992). What do data really mean? Research findings, meta-analysis, and cumulative knowledge in psychology. American Psychologist, 47, 1174–1181.
Schon, D. (1971). Beyond the stable state. New York: W.W. Norton.
Sherman, L. W., Gottfredson, D. C., MacKenzie, D. L. Eck, J. Reuter, P., & Bushway, S. D. (1997). Preventing crime: What works, what doesn’t, what’s promising. A report to the United States Congress. Prepared for the National Institute of Justice. Retrieved June 17, 2003, from http://www.ncjrs.org/works/index.htm.
Springer, J. F., & Phillips, J. L. (1994). Policy learning and evaluation design: Lessons from the community partnership demonstration program. Journal of Community Psychology, CSAP Special Issue, 117–139.
Springer, J. F., Sale, E., Hermann, J., Sambrano, S., & Nistler, M. (2004). Characteristics of Effective Substance Abuse Prevention Programs for High-Risk Youth. Journal of Primary Prevention 25(3), pp. 171–194.
Straw, R. B., & Herrell, J. M. (2002). A framework for understanding and improving multisite evaluations. New Directions for Evaluation, 94, 5–16.
Tobler, N. S. (1986). Meta-analysis of 143 adolescent drug prevention programs: Quantitative outcome results of program participants compared to a control or comparison group. Journal of Drug Prevention, 11, 1–28.
Tobler, N. S., & Stratton, H. H. (1997). Effectiveness of school-based drug prevention programs: A meta-analysis of the research. The Journal of Primary Prevention, 18, 71–128.
Tobler, N. S., Roona, M. R., Ochshorn, P., Marshall, D. G., Streke, A. V., & Stackpole, A. M. (2000). School-based adolescent drug prevention programs: 1998 meta-analysis. The Journal of Primary Prevention, 20, 275–336.
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Derzon, J.H., Sale, E., Springer, J.F. et al. Estimating Intervention Effectiveness: Synthetic Projection of Field Evaluation Results. J Primary Prevent 26, 321–343 (2005). https://doi.org/10.1007/s10935-005-5391-5
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DOI: https://doi.org/10.1007/s10935-005-5391-5