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Updated: May 17, 2026

Artificial Intelligence-Based System for Detecting Attention Levels in Students
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Setting-level influences on implementation of the responsive classroom approach.

Shannon B Wanless1, Christine L Patton, Sara E Rimm-Kaufman

  • 1Department of Psychology in Education, School of Education, University of Pittsburgh, 5937 Wesley W. Posvar Hall, Pittsburgh, PA 15260, USA. swanless@pitt.edu

Prevention Science : the Official Journal of the Society for Prevention Research
|October 16, 2012
PubMed
Summary

Principal buy-in and coaching support implementation of social and emotional learning interventions like Responsive Classroom®. Coaches' views on principal support are key to successful adoption.

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Area of Science:

  • Implementation Science
  • Educational Psychology
  • Social and Emotional Learning

Background:

  • Effective implementation of educational interventions relies on understanding setting-level factors.
  • Social and emotional learning (SEL) interventions require specific contextual support for successful adoption.
  • The Responsive Classroom® (RC) approach is a widely used SEL intervention.

Purpose of the Study:

  • To examine the association between setting-level factors and the observed implementation of the Responsive Classroom® (RC) approach.
  • To identify mechanisms through which setting-level factors influence intervention implementation.
  • To validate findings across multiple informants in a school setting.

Main Methods:

  • Mixed-methods approach combining qualitative and quantitative data collection.
  • Study 1: 33 third-grade teachers after year one of RC implementation to identify factors and mechanisms.
  • Study 2: 50 fourth-grade teachers after year two of RC implementation to validate findings.

Main Results:

  • Teachers perceived principal buy-in and individualized coaching as crucial for RC implementation.
  • Intervention coaches' perceptions of principal buy-in were more strongly associated with implementation than teachers' or principals' views.
  • Setting-level factors significantly influence the fidelity of intervention delivery.

Conclusions:

  • Findings extend setting theory to implementation science, highlighting the importance of contextual factors.
  • Interventionists should assess school setting dynamics, particularly principal support and coaching perspectives, to predict implementation success.
  • Focusing on coaches' perceptions of leadership support can enhance SEL intervention implementation.