Method: Teachers (N = 469) in 17 elementary and middle schools participated in a social network analysis study, in which they nominated other teachers they seek out for advice about various topics, including classroom management and working with students of color (i.e., cultural proficiency). Nominations were used to generate in-degree centrality scores for each teacher, reflecting the number of times they were nominated by other teachers as a source of advice about a given topic. Then we examined associations between self-reports and demographic characteristics with their in-degree centrality scores, such that higher scores suggested a greater KOL role in the school.
Results: Significant predictors of peer nominations for being a cultural proficiency KOL included self-reported cultural proficiency (standardized coefficient β = .011, p < .001), teaching efficacy (β = .02, p < .001), higher income (β = .012, p < .05), and being Black (β = .025, p < .001), whereas negative associations were identified for burnout (β = -.011, p < .01) and stress (β = -.012, p < .01). Peer nominations for classroom management KOLs were not associated with teacher race/ethnicity, but were positively associated with teaching efficacy (β = .012, p < .001) and income (β = .014, p < .001).
Discussion: This study highlights natural tendencies of teachers to draw upon individuals in their professional networks as local resources to improve the quality and cultural sensitivity of their teaching practices. Further, the findings reveal some teacher factors associated with KOL within teachers’ social networks, with regard to working with students of color and behavior management. Further, these findings contribute to our knowledge of potential teachers to target as influential in supporting the dissemination of interventions to reduce the discipline gap in schools.