Related Experiment Video
Updated: Jul 3, 2026

Integrating Computerized Linguistic and Social Network Analyses to Capture Addiction Recovery Capital in an Online Community
Published on: May 31, 2019
Using Coincidence Analysis to Understand Implementation of a Play-Promotion Program Through a National Learning
Rebecca L Emery Tavernier1, Kelly E Coates2, May Oo3
1Weitzman Institute (RL Emery Tavernier, M Oo, S Anderson-Badbade, H-C Chang, J Karlin, ME Moody, MK Morris, and M Splaine), Moses Weitzman Health System, Washington, DC; Department of Family Medicine and Biobehavioral Health (RL Emery Tavernier), University of Minnesota Medical School, Duluth campus, Duluth, Minn.
Objective:
Prescription for Play (P4P) helps pediatric primary care providers promote early childhood play through caregiver education. The P4P Learning Collaborative (LC) was launched to support P4P implementation through expert-led education and coaching. This study used coincidence analysis (CNA) to identify the minimally necessary and sufficient conditions for achieving implementation fidelity among LC participants.
Methods:
Twenty teams participated in the 6-month LC. Teams included a site coordinator, responsible for managing implementation, and a provider champion, who promoted care team engagement. Teams self-reported organizational characteristics and were categorized according to whether they did or did not meet fidelity criteria. Monthly learning sessions and coaching call attendance were tracked. CNA identified combinations of organizational characteristics and engagement factors linked to fidelity.
Results:
The final CNA model for meeting fidelity criteria demonstrated 100% consistency and 90% coverage, revealing two pathways: teams that achieved fidelity either 1) had a provider champion in an administrative role and high learning session attendance or 2) operated within a medium-to-large pediatric practice and had high learning session attendance. The model for not meeting fidelity criteria had similarly high consistency (100%) and coverage (80%) and identified teams with low learning session attendance as sufficient.
Conclusions:
Findings highlight the importance of sustained LC engagement and enabling factors in supporting implementation of a play-promotion program and demonstrate the utility of CNA for identifying implementation pathways in pediatric primary care.
Related Concept Videos
Impression Management Techniques III: Aligning Actions
Purposive Learning
Community Based Intervention
Foundations of Community Mental Health Programs
Central to the success of community-based interventions is the...
Cognitive Learning
E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
Tolman introduced the idea that behavior is influenced by...
Strategies for Assessing and Addressing Confounding
Confounding can be addressed at both the design phase of a study and through analytical methods after data...
Associative Learning
Classical conditioning, also known...