What Constitutes High-Quality Implementation of SEL Programs? A Latent Class Analysis of Second Step® Implementation
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With the increased number of schools adopting social-emotional learning (SEL) programming, there is increased emphasis on the role of implementation in obtaining desired outcomes. Despite this, the current knowledge of the active ingredients of SEL programming is lacking, and there is a need to move from a focus on “whether” implementation matters to “what” aspects of implementation matter. To address this gap, the current study utilizes a latent class approach with data from year 1 of a randomized controlled trial of Second Step® (61 schools, 321 teachers, over 7300 students). Latent classes of implementation were identified, then used to predict student outcomes. Teachers reported on multiple dimensions of implementation (adherence, dosage, competency), as well as student outcomes. Observational data were also used to assess classroom behavior (academic engagement and disruptive behavior). Results suggest that a three-class model fits the data best, labeled as high-quality, low-engagement, and low-adherence classes. Only the low-engagement class showed significant associations with poorer outcomes, when compared to the high-quality class (not the low-adherence class). Findings are discussed in terms of implications for program development and implementation science more broadly.
KeywordsImplementation Social-emotional learning Fidelity Early intervention
Compliance with Ethical Standards
Conflict of Interest
The authors declare that they have no conflict of interest.
All procedures were in accordance with the ethical standards of the institutional review boards and have been performed in accordance with the ethical standards as laid down in the 1964 Declaration of Helsinki and its later amendments or comparable ethical standards.
Informed consent was obtained from all individual participants included in the study.
This study was funded by Committee for Children, a non-profit organization in Seattle, WA.
- Berkel, C., Mauricio, A. M., Schoenfelder, E., & Sandler, I. N. (2011). Putting the pieces together: An integrated model of program implementation. Prevention Science, 12, 23–33.Google Scholar
- Breitenstein, S. M., Gross, D., et al. (2010). Implementation fidelity in community-based, Interventions. Research in Nursing & Health, 33, 164–173.Google Scholar
- Social and Character Development Research Consortium (2010). Efficacy of Schoolwide Programs to Promote Social and Character Development and Reduce Problem Behavior in Elementary School Children (NCER 2011–2001).Google Scholar
- Cook, C. R. (2009). The Proactive Classroom Management-Rating Form. Baton Rouge, LA: Louisiana State University.Google Scholar
- Cook, C. R., Frye, M., Slemrod, T., Lyon, A. R., Renshaw, T. L., & Zhang, Y. (2015). An integrated approach to universal prevention: Independent and combined effects of PBIS and SEL on youths’ mental health. School Psychology Quarterly, 30, 166.Google Scholar
- Carroll, C., Patterson, M., Wood, S., Booth, A., Rick, J., & Balain, S. (2007). A conceptual framework for implementation fidelity. Implementation Science, 2, 1–9.Google Scholar
- Domitrovich, C., Pas, E., Bradshaw, C., Becker, K., Keperling, J., Embry, D., et al. (2015). Individual and school organizational factors that influence implementation of the PAX good behavior game intervention. Prevention Science, 16, 1064–1074.Google Scholar
- Elias, M. J., Zins, J. E., Graczyk, P. A., & Weissberg, R. P. (2003). Implementation, sustainability, and scaling up of social-emotional and academic innovations in public schools. School Psychology Review, 32, 303–319.Google Scholar
- Fixsen, D. L., & Blase, K. A. (2009). Implementation: The missing link between research and practice. NIRN implementation brief, 1. Chapel Hill: The University of North Carolina, FPG, NIRN.Google Scholar
- Greenberg, M. T., Domitrovich, C. E., Graczyk, P. A., & Zins, J. E. (2005). The study of implementation in school-based preventive interventions: Theory, research, and practice. Promotion of Mental Health and Prevention of Mental and Behavioral Disorders 2005 Series V3Google Scholar
- Hamre, B. K., & Pianta, R. C. (2007). Learning opportunities in preschool and early elementary classroomsGoogle Scholar
- Hirschstein, M. K., Edstrom, L. V. S., Frey, K. S., Snell, J. L., & MacKenzie, E. P. (2007). Walking the talk in bullying prevention: Teacher implementation variables related to initial impact of the Steps to Respect program. School Psychology Review, 36, 3–21.Google Scholar
- Hulleman, C. S., Rimm-Kaufman, S. E., & Abry, T. D. S. (2013).Google Scholar
- January, A. M., Casey, R. J., & Paulson, D. (2011). A meta-analysis of classroom-wide interventions to build social skills: Do they work? School Psychology Review, 40, 242.Google Scholar
- Jennings, P. A., & Greenberg, M. T. (2009). The prosocial classroom: Teacher social and emotional competence in relation to student and classroom outcomes. Review of Educational Research, 79(1), 491–525.Google Scholar
- Low, S., Cook, C. R., Smolkowski, K., & Buntain-Ricklefs, J. (2015). Promoting social–emotional competence: An evaluation of the elementary version of Second Step®. Journal of School Psychology, 53, 463–477.Google Scholar
- Maas, C. J. M., & Hox, J. J. (2004a). The influence of violations of assumptions on multilevel parameter estimates and their standard errors. Computational Statistics and Data Analysis, 46, 427–440.Google Scholar
- Maas, C. J. M., & Hox, J. J. (2004b). Robustness issues in multilevel regression analysis. Statistica Neerlandica, 58, 127–137.Google Scholar
- McIntosh, K., Horner, R. H., & Sugai, G. (2009). Sustainability of systems-level evidence-based practices in schools: Current knowledge and future directions. In W. Sailor, G. Dunlap, G. Sugai, & R. Horner (Eds.), Handbook of positive behavior support (pp. 327–352). New York: Springer.Google Scholar
- Murray, D. M. (1998). Design and analysis of group-randomized trials (Vol. 29). Oxford University Press, USA.Google Scholar
- Murray, D. M., Hannan, P. J., Pals, S. P., McCowen, R. G., Baker, W. L., & Blitstein, J. L. (2006). A comparison of permutation and mixed-model regression methods for the analysis of simulated data in the context of a group-randomized trial. Statistics in Medicine, 25, 378–388.CrossRefGoogle Scholar
- Osher, D., Sprague, J., Weissberg, R. P., Axelrod, J., Keenan, S., Kendziora, K., & Zins, J. E. (2008). A comprehensive approach to promoting social, emotional, and academic growth in contemporary schools. Best Practices in School Psychology, 4, 1263–1278.Google Scholar
- Proctor, E. K., Landsverk, J., Aarons, G., Chambers, D., Glisson, C., & Mittman, B. (2009). Implementation research in mental health services: An emerging science with conceptual, methodological, and training challenges. Administration and Policy in Mental Health and Mental Health Services Research, 36, 24–34.CrossRefPubMedGoogle Scholar
- Reyes, M. R., Brackett, M. A., Rivers, S. E., Elbertson, N. A., & Salovey, P. (2012). The interaction effects of program training, dosage, and implementation quality on targeted student outcomes for the RULER approach to social and emotional learning. School Psychology Review, 41, 82.Google Scholar
- Ringwalt, C. L., Pankratz, M. M., Gottfredson, N., Jackson-Newsom, J., Dusenbury, L., Giles, S. M., Curry, D., & Hansen, W. (2009). The effects of students’ curriculum engagement, attitudes towards their teachers, and perception of their teachers’ skills on school-based prevention curriculum outcomes. Journal of Drug Education, 39, 223–237.CrossRefPubMedPubMedCentralGoogle Scholar
- Salmivalli, C. (2001). Peer-led intervention campaign against school bullying: Who benefited? Educational Research, 43, 263–278.Google Scholar
- Sanetti, L. M. H., & Kratochwill, T. R. (2009). Toward developing a science of treatment integrity: Introduction to the special series. School Psychology Review, 38, 445–459.Google Scholar
- SAS Institute. (2009). SAS/STAT® 9.2 user’s guide (2nd ed.). Cary, NC: SAS Institute, Inc. Retrieved March 10, 2010, from the SAS Product Documentation web site: http://support.sas.com/documentation/index.html
- Shapiro, E. S., & Kratochwill, T. R. (Eds.). (2000). Behavioral assessment in schools: Theory, research, and clinical foundations. Guilford PressGoogle Scholar
- Sheridan, S. M., Swanger-Gagné, M., Welch, G. W., Kwon, K., & Garbacz, S. A. (2009). Fidelity measurement in consultation: Psychometric issues and preliminary examination. School Psychology Review, 38(4), 476.Google Scholar
- Wanless, S. B., & Domitrovich, C. E. (2015). Readiness to implement school-based social-emotional learning interventions: Using research on factors related to implementation to maximize quality. Prevention Science, 16, 1037–1043.Google Scholar