Abstract
Second Step is a universal social-emotional learning program designed to decrease antisocial behaviors, increase prosocial behaviors, and increase knowledge about content curriculum. Given the international focus of using Second Step to improve social-emotional skills, it is especially important to provide an updated synthesis on the effect of the intervention. A single-program meta-analysis was completed in order to determine effects of participating in Second Step and to explore moderators of program effectiveness on prosocial and antisocial behavior outcomes as well as knowledge of emotions. Five moderators were explored, including (a) program saturation, (b) dependent variable source, (c) grade range, (d) metro area, and (e) geographical location. A combined total of 18,847 participants were included in the analysis of 27 studies. Results of the current study indicate that Second Step’s impact on students’ knowledge and attitudes of violence and violence prevention is much stronger than on increasing prosocial behavior or reducing antisocial behavior.
| Beelmann, A., Losel, F. (2006) Child social skills training in developmental crime prevention: Effects on antisocial behavior and social competence. Psicothema 18: 603–610. Google Scholar | Medline | |
| *Beisly, A. (2011). Emotional competence in a pre-kindergarten classroom: Links to social and emotional competence. (Doctoral dissertation). Retrieved from ProQuest Dissertations and Theses database (UMI No. 1495027). Google Scholar | |
| *Bogue, H. E. (2011). Impact of a violence prevention curriculum on kindergarteners’ behavior. (Doctoral dissertation). Retrieved from ProQuest Dissertations and Theses database (UMI No. 3467043). Google Scholar | |
| *Brown, J., Jimerson, S., Dowdy, E., Gonzalez, V., Stewart, K. (2012) Assessing the effects of school-wide Second Step implementation in a predominately English language learner, low SES, Latino sample. Psychology in the Schools 49: 864–876. doi: 10.1002/pits.21639 Google Scholar | |
| Carey, J. C., Dimmitt, C., Hatch, T. A., Lapan, R. T., Whiston, S. C. (2008) Report of the national panel for evidence-based school counseling: Outcome research coding protocol and evaluation of Student Success Skills and Second Step. Professional School Counseling 11: 197–206. doi: 10.5330/PSC.n.2010-11.197 Google Scholar | |
| *Clinton, A. B., Edstrom, L., Mildon, H. A., Davila, L. (2015) Social emotional learning in a guatemalan preschool sample: Does socioeconomic status moderate the effects of a school-based prevention program? School Psychology International 36: 18–35. doi: 10.1177/0143034314559868 Google Scholar | |
| Committee for Children (1991) Second Step: A violence prevention curriculum; Preschool-kindergarten, Seattle, WA: Author. Google Scholar | |
| Committee for Children (1992a) Second Step: A violence prevention curriculum; Grades 1–3, Seattle, WA: Author. Google Scholar | |
| Committee for Children (1992b) Second Step: A violence prevention curriculum; Grades 4–5, Seattle, WA: Author. Google Scholar | |
| Committee for Children (1997) Second Step: A violence prevention curriculum; Middle school/junior high, Seattle, WA: Author. Google Scholar | |
| Committee for Children (2002) Review of research: The importance of teaching social-emotional skills, Seattle, WA: Author. Google Scholar | |
| Committee for Children (2008) Second Step middle school complete review of research, Seattle, WA: Author. Google Scholar | |
| Committee for Children (2011) Second Step: A violence prevention curriculum, Seattle, WA: Author. Google Scholar | |
| *Cooke, M.B., Ford, J., Levine, J., Bourke, C., Newell, L., & Lipidus, G. (2007). The effects of city-wide implementation of ‘Second Step’ on elementary school students: Prosocial and aggressive behaviors. Journal of Primary Prevention, 28(2), 93–115. doi: 10.1007/s10935-007-0080-1. Google Scholar | |
| Domitrovich, C.E., Durlak, J.A., Staley, K.C., Weissberg, R.P. (2017) Social-emotional competence: An essential factor for promoting positive adjustment and reducing risk in school children. Child Development 88: 408–416. doi: 10.1111/cdev.12739 Google Scholar | Medline | ISI | |
| Durlak, J.A. (2009) How to select, calculate, and interpret effect sizes. Journal of Pediatric Psychology 34: 917–928. doi: 10.1093/jpepsy/jsp004 Google Scholar | Medline | ISI | |
| Durlak, J.A., Dymnicki, A.B., Taylor, R.D., Weissberg, R.P., Schellinger, K.B. (2011) The impact of enhancing students’ social and emotional learning: A meta-analysis of school-based universal interventions. Child Development 82: 405–432. doi: 10.1111/j.1467-8624.2010.01564.x Google Scholar | Medline | ISI | |
| Durlak, J.A., Weissberg, R.P., Pachan, M. (2010) A meta-analysis of after-school programs that seek to promote personal and social skills in children and adolescents. American Journal of Community Psychology 45: 294–309. doi: 10.1007/s10464-010-9300-6 Google Scholar | Medline | ISI | |
| Duval, S., Tweedie, R. (2000) Trim and fill: a simple funnel‐plot–based method of testing and adjusting for publication bias in meta‐analysis. Biometrics 56: 455–463. doi: 10.1111/j.0006-341X.2000.00455.x Google Scholar | Medline | ISI | |
| *Edwards, D., Hunt, M., Meyers, J., Grogg, K.R., Jarrett, O. (2005) Acceptability and student outcomes of a violence prevention curriculum. The Journal of Primary Prevention 26: 401–418. doi: 10.1007/s10935-005-0002-z Google Scholar | Medline | |
| *Espelage, D.L., Low, S., Polanin, J.R., Brown, E.C. (2013) The impact of a middle school program to reduce aggression, victimization, and sexual violence. Journal of Adolescent Health 53: 180–186. doi: 10.1016/j.jadohealth.2013.02.021 Google Scholar | Medline | |
| Espelage, D. L., Low, S., Polanin, J. R., Brown, E.C. (2015) Clinical trial of Second Step© middle-school program: Impact on aggression & victimization. Journal of Applied Developmental Psychology 37: 52–63. doi: 10.1016/j.appdev.2014.11.007 Google Scholar | ISI | |
| Espelage, D.L., Rose, C.A., Polanin, J.R. (2016) Social emotional learning program to reduce bullying, fighting, and victimization among middle school students with disabilities. Remedial and Special Education 36: 299–311. doi: 10.1177/0741932514564564 Google Scholar | |
| Farrell, A. D., Mehari, K. R., Kramer-Kuhn, A. M., Mays, S. A., & Sullivan, T. N. (2015). A qualitative analysis of factors influencing middle school students' use of skills taught by a violence prevention curriculum. Journal of School Psychology, 53, 179–194. doi: 10.1016/j/jsp.2015.03.001. Google Scholar | |
| Farrell, A. D., Mehari, K., Mays, S., Sullivan, T. N., Le, A. (2015) Participants’ perceptions of a violence prevention curriculum for middle school students: Was it relevant and useful? The Journal of Primary Prevention 36: 227–246. doi: 10.1007/s10935-015-0391-6 Google Scholar | Medline | |
| Farrington, D.P., Ttofi, M.M. (2009) School-based programs to reduce bullying and victimization. The Campbell Collaboration 6: 1–149. Google Scholar | |
| Ferguson, C. J., Brannick, M. T. (2012) Publication bias in psychological science: Prevalence, methods for identifying and controlling, and implications for the use of meta-analyses. Psychological Methods 17: 120–128. doi: 10.1037/a0024445 Google Scholar | Medline | ISI | |
| Fisher, Z., & Tipton, E. (2015). Robumeta: Robust variance meta-regression. Available at: http://cran.r-project.org/web/packages/robumeta/index.html. Google Scholar | |
| Flay, B. R., Biglan, A., Boruch, R. F., Castro, F. G., Gottfredson, D., Kellam, S.(2005) Standards of evidence: Criteria for efficacy, effectiveness and dissemination. Prevention Science 6: 151–175. doi: 10.1007/s11121-005-5553-y Google Scholar | Medline | ISI | |
| Frey, K.S., Hirschstein, M.K., Guzzo, B.A. (2000) Second Step: Preventing aggression by promoting social competence. Journal of Emotional and behavioral disorders 8: 102–149. doi: 10.1177/106342660000800206 Google Scholar | SAGE Journals | ISI | |
| *Frey, K.S., Nolen, S.B., Van Schoiack Edstrom, L., Hirschstein, M.K. (2005) Effects of a school-based social-emotional competence program: Linking children’s goals, attributions, and behavior. Journal of Applied Developmental Psychology 26: 171–200. doi: 10.1016/j.appdev.2004.12.002 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. doi: 10.1080/19345747.2016.1246632 Google Scholar | |
| Greenberg, M. T., Weissberg, R. P., O’Brien, M. U., Zins, J. E., Fredericks, L., Resnik, H., & Elias, M. J. (2003). Enhancing school-based prevention and youth development through coordinated social, emotional, and academic learning. American Psychologist, 58, 466–474. doi: 10.1037/0003-066X.58.6-7.466. Google Scholar | |
| *Grossman, D.C., Neckerman, H.J., Koepsell, T.D., Liu, P.Y., Asher, K.N., Beland, K. (1997) Effectiveness of a violence prevention curriculum among children in elementary school. Journal of the American Medical Association 277: 1605–1611. doi: 10.1001/jama.1997.03540440039030 Google Scholar | |
| *Gruber, E. A. (2007). Effects of social and emotional skills training on sixth grade students’ knowledge of prosocial skills and their attitude toward violence. (Doctoral dissertation). Retrieved from ProQuest Dissertations and Theses database (UMI No. 3292238). Google Scholar | |
| *Grumm, M., Hein, S., Fingerle, M. (2013) Improving prevention programs: First results on the relation between subjectively perceived levels of usefulness and social competencies. European Journal of Psychology of Education 28: 121–131. doi: 10.1007/s10212-012-0105-x Google Scholar | |
| *Hart, S.R., Dowdy, E., Eklund, K., Renshaw, T.L., Jimerson, S.R., Jones, C., & Earhart, J. Jr (2009). A controlled study assessing the effects of the impulse control and problem solving unit of the Second Step curriculum. California School Psychologist, 14, 105–110. Retrieved from http://education.ucsb.edu/school-psychology/CSP-Journal/index.html. Google Scholar | |
| Hedges, L. V. (1981) Distribution theory for Glass’s estimator of effect size and related estimators. Journal of Educational and Behavioral Statistics 6: 107–128. doi: 10.3102/10769986006002107 Google Scholar | SAGE Journals | |
| Hedges, L. V., Tipton, E., Johnson, M. C. (2010) Robust variance estimation in meta-regression with dependent effect size estimates. Research Synthesis Methods 1: 39–65. doi: 10.1002/jrsm.5 Google Scholar | Medline | ISI | |
| Higgins, J., Thompson, S. G. (2004) Controlling the risk of spurious findings from meta‐regression. Statistics in medicine 23: 1663–1682. doi: 10.1002/sim.1752 Google Scholar | Medline | ISI | |
| Holsen, I., Iverson, A.C., Smith, B. (2009) Universal social competence programme in school: Does it work for children with low socio-economic background? Advances in School Mental Health Promotion 2(2): 51–60. doi: 10.1080/1754730X.2009.9715704 Google Scholar | |
| *Holsen, I., Smith, B.H., Frey, K.S. (2008) Outcomes of the social competence program Second Step in Norwegian elementary schools. School Psychology International 29: 71–88. doi: 10.1177/0143034307088504 Google Scholar | |
| Horner, R.H., Sugai, G., Anderson, C.M. (2010) Examining the evidence base for school-wide positive behavior support. Focus on Exceptional Children 42(8): 1–14. Retrieved from http://link.galegroup.com/apps/doc/A240917104/AONE?u=csumb_main&sid=AONE&xid=9f619c97. Google Scholar | |
| *Hussey, D. L., Flannery, D. J. (2007) Implementing and evaluating school-based primary prevention programs and the importance of differential effects on outcomes. Journal of School Violence 6: 117–134. doi: 10.1300/J202v06n02_07 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: 242–256. Google Scholar | ISI | |
| Jones, S.M., Bouffard, S.M. (2012) Social policy report: Social emotional learning in schools from programs to strategies. Sharing Child and Youth Development Knowledge 26(4): 3–22. Google Scholar | |
| Korpershoek, H., Harms, T., de Boer, H., van Kuijk, M., Doolard, S. (2016) A meta-analysis of the effects of classroom management strategies and classroom management programs on students’ academic, behavioral, emotional, and motivational outcomes. Review of Educational Research 86: 643–680. doi: 10.3102/0034654315626799 Google Scholar | SAGE Journals | ISI | |
| Larsen, T., Samdal, O. (2007) Implementing Second Step: Balancing fidelity and program adaptation. Journal of Educational and Psychological Consultation 1: 1–29. doi: 10.1080/10474410709336588 Google Scholar | |
| Larsen, T., Samdal, O. (2008) Facilitating the implementation and sustainability of Second Step. Scandinavian Journal of Educational Research 52: 187–204. doi: 10.1080/00313830801915820 Google Scholar | |
| Larsen, T., Samdal, O. (2011) The importance of teachers’ feelings of self-efficacy in developing their pupils social and emotional learning: A Norwegian study of teacher’s reactions to the Second Step program. School Psychology International 33: 631–645. doi: 10.1177/0143034311312848 Google Scholar | |
| *Lipschutz, B. D., (2010). The use of digital storytelling to improve the effectiveness of social and conflict resolution skill training for elementary students (Doctoral Dissertation). Retrieved from ProQuest Dissertations and Theses database (UMI No. 3408729). Google Scholar | |
| Lipsey, M., Wilson, D. (2001) Practical meta-analysis, Thousand Oaks, CA: SAGE. Google Scholar | |
| Low, S., van Ryzin, M.J., Brown, E.C., Smith, B.H., Haggerty, K.P. (2013) Engagement matters: Lessons from assessing classroom implementation of Steps to Respect: A bullying prevention program over a one-year period. Prevention Science 15: 165–176. Google Scholar | |
| *McCabe, L.A. (2000). Violence prevention in early childhood: Implementing the Second Step curriculum in child care and head start classrooms. (Doctoral dissertation). Retrieved from ProQuest Dissertations and Theses database (UMI No. 9941173). Google Scholar | |
| McCartney, K., Rosenthal, R. (2000) Effect size, practical importance, and social policy for children. Child Development 71: 173–180. doi: 10.1111/1467-8624.00131 Google Scholar | Medline | ISI | |
| *McMahon, S. D., Washburn, J. J. (2003) Violence prevention: An evaluation of program effects with urban African American students. Journal of Primary Prevention 24: 43–62. doi: 10.1023/A:1025075617356 Google Scholar | |
| *McMahon, S. D., Washburn, J., Felix, E. D., Yakin, J., Childrey, G. (2000) Violence prevention: Program effects on urban preschool and kindergarten children. Applied and Preventive Psychology 9: 271–281. doi: 10.1016/S0962-1849(00)80004-9 Google Scholar | |
| Moy, G. & Hazen, A. (in press). Systematic review of the Second Step program. Journal of School Psychology. Google Scholar | |
| *Neace, W. P., Muñoz, M. A. (2012) Pushing the boundaries of education: Evaluating the impact of Second Step: A violence prevention curriculum with psychosocial and non-cognitive measures. Child and Youth Services 33: 46–69. doi: 10.1080/0145935X.2012.665324 Google Scholar | |
| *Ocasio, K., Van Alst, D., Koivunen, J., Huang, C. C., Allegra, C. (2015) Promoting preschool mental health: Results of a 3 year primary prevention strategy. Journal of Child and Family Studies 24: 1800–1808. doi: 10.1007/s10826-014-9983-7 Google Scholar | |
| *Osmondson, E. L. (2000). An evaluation of Second Step: A social skills training curriculum for violence prevention. (Doctoral Dissertation). Retrieved from ProQuest Dissertations and Theses database (UMI No. 9994491). Google Scholar | |
| Payton, J., Weissberg, R.P., Durlak, J.A., Dymnicki, A.B., Taylor, R.D., Schellinger, K.B., & Pachan, M. (2008). The positive impact of social and emotional learning for the kindergarten to eighth-grade students: Findings from three scientific reviews. Chicago, IL: Collaborative for Academic, Social, and Emotional Learning. Google Scholar | |
| Pianta, R. C., 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 | |
| Pigott, T. D. (2012) Advances in meta-analysis, New York, NY: Springer. Google Scholar | |
| Polanin, J. R., Snilstveit, B. (2016) Campbell methods policy note on converting between effect sizes (Version 1.1, updated December 2016), Oslo, Norway: The Campbell Collaboration.. doi: 10.4073/cmpn.2016.3 Google Scholar | |
| Proctor, E., Silmere, H., Raghavan, R., Hovmand, P., Aarons, G., Bunger, A.(2011) Outcomes for implementation research: Conceptual distinctions, measurement challenges, and research agenda. Administration and Policy in Mental Health and Mental Health Services Research 38: 65–76. doi: 10.1007/s10488-010-0319-7 Google Scholar | Medline | ISI | |
| *Rosen, J. (2013). Evaluating the effectiveness of the ‘Second Step’ violence prevention curriculum in developing social-emotional competence among second grade students. (Doctoral dissertation). Retrieved from ProQuest Dissertations and Theses database (UMI No. 3570531). Google Scholar | |
| Rothstein, H. R., Sutton, A. J., Borenstein, M. (2006) Publication bias in meta-analysis: Prevention, assessment and adjustments, West Sussex: John Wiley & Sons. Google Scholar | |
| *Ruby, A., Doolittle, E. (2010) Efficacy of schoolwide programs to promote social and character development and reduce problem behavior in elementary school children. Report from the Social and Character Development Research Program. NCER 2011–2001. National Center for Education Research. Journal of Research in Character Education, 7. Google Scholar | |
| *Schick, A., Cierpka, M. (2005) Faustlos: Evaluation of a curriculum to prevent violence in elementary schools. Applied and Preventive Psychology 11: 157–165. doi: 10.1016/j.appsy.2005.05.001 Google Scholar | |
| Sklad, M., Diekstra, R., de Ritter, M., Ben, J., Gravesteijn, C. (2012) Effectiveness of school-based universal social, emotional, and behavioral programs: Do they enhance students’ development in the area of skill, behavior and adjustment? Psychology in the Schoos 49: 892–909. doi: 10.1002/pits.21641 Google Scholar | ISI | |
| Song, F., Hooper, L., Loke, Y. K. (2013) Publication bias: What is it? How do we measure it? How do we avoid it? Open Access Journal of Clinical Trials 5: 71–81. Google Scholar | |
| *Sprague, J., Walker, H., Golly, A. (2001) Translating research into effective practice: the effects of a universal staff and student intervention on indicators of discipline and school safety. Education and Treatment of Children 24: 495–511. Retrieved from http://www.jstor.org/stable/42900505. Google Scholar | |
| Tanner-Smith, E. E., Tipton, E., Polanin, J. R. (2016) Handling complex meta-analytic data structures using robust variance estimates: A tutorial in R. Journal of Developmental and Life-Course Criminology 2: 85–112. doi: 10.1007/s40865-016-0026-5 Google Scholar | |
| *Taub, J. (2001) Evaluation of the Second Step violence prevention program at a rural elementary school. School Psychology Review 31: 186–200. Google Scholar | |
| Taylor, R. D., Oberle, E., Durlak, J. A., Weissberg, R. P. (2017) Promoting positive youth development through school‐based social and emotional learning interventions: A meta‐analysis of follow‐up effects. Child Development 88: 1156–1171. doi: 10.1111/cdev.12864 Google Scholar | Medline | |
| Ttofi, M.M., Farrington, D.P. (2011) Effectiveness of school-based programs to reduce bullying: A systematic and meta-analytic review. Journal of Experimental Criminology 7: 27–56. doi: 10.1080/1754730x.2008.9715730 Google Scholar | ISI | |
| *Tynes-Jones, J.M. (2006). A social skills program in third grade classrooms. (Doctoral dissertation). Retrieved from ProQuest Dissertations and Theses database (UMI No. 3234979). Google Scholar | |
| Van de Mortel, T. F. (2008) Faking it: Social desirability response bias in self-report research. Australian Journal of Advanced Nursing 25(4): 40–48. Retrieved from: https://epubs.scu.edu.au/cgi/viewcontent.cgi?article=1001&context=hahs_pubs. Google Scholar | ISI | |
| Weare, K., & Nind, M. (2011). Promoting mental health of children and adolescents through schools and school based interventions. DataPrev Project: Report of Work Package, 3. Google Scholar | |
| Weissberg, R.P., Durlak, J.A., Domitrovich, C.E., Gullotta, T.P. (2015) Social and emotional learning: Past, present, and future. In: Durlak, J.A., Domitrovich, C.E., Weissberg, R.P., Gullotta, T.P. (eds) Handbook of social and emotional learning: Research and practice, New York, NY: Guilford, pp. 3–19. Google Scholar | |
| Wilson, D.B., Gottfredson, D.C., Najaka, S.S. (2001) School-based prevention of problem behaviors: A meta-analysis. Journal of Quantitative Criminology 17: 247–272. doi: 10.1023/A:1011050217296 Google Scholar | ISI | |
| Wilson, S. J., Lipsey, M. W. (2007) School-based interventions for aggressive and disruptive behavior: Update of a meta-analysis. American journal of Preventive Medicine 33: 130–143. doi: 10.1016/j.amepre.2007.04.011 Google Scholar | Medline | ISI | |
| Wilson, S.H., Lipsey, M.W., Derzon, J. (2003) The effects of school-based intervention programs on aggressive behavior: A meta-analysis. Journal of Consulting and Clinical Psychology 71: 136–149. doi: 10.1037/0022-006x.71.1.136 Google Scholar | Medline | ISI | |
| Zoogman, S., Goldberg, S.B., Hoyt, W.T., Miller, L. (2014) Mindfulness interventions with youth: A meta-analysis. Mindfulness 6: 290–302. doi: 10.1007/s12671-013-0260-4 Google Scholar |

