Doctor of Philosophy (PhD), Ohio University, 2024, Clinical Psychology (Arts and Sciences)
School administrators, as gatekeepers and leaders of change initiatives in schools, play a
crucial role in the adoption of new practices, including social and emotional learning
(SEL) interventions. This study employed an innovative data analytic strategy, conjoint
analysis, to advance the understanding of elementary school administrators' preferences
by (1) identifying key attributes of school interventions (e.g., training time, student
outcomes) that are most important to building-level administrators, including principals
and assistant principals; (2) discerning the segments of decision-makers within this
group; and (3) using simulation analyses to predict preferences for various intervention
packages with differing attributes. Analyzing data from 184 school administrators
through Hierarchical Bayes estimation, latent class analyses, and market simulation
analyses, the study found that administrators prioritized the fit of interventions with
school values or culture (Importance score M = 15.4, SD = 3.8), followed by teacher buy-
in (M = 12.8, SD = 3.7) and research evidence over peer endorsements (M = 12.8, SD =
3.1) based on importance scores. Teacher buy-in, information source, demographic
characteristics of the student body, and improving academic student outcomes was
deemed two times more important than training time required for the intervention. Latent
class analysis identified three segments of decision-makers: Transformational Leaders
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(62.8%), Evidence-Seekers (26.2%), and Realists (11%). Simulation analyses revealed
that minor modifications to intervention attributes enhanced preference for different
intervention packages among decision-making segments. I discuss implications for
practice, including how to market and disseminate SEL programs effectively, as well as
for future research on administrator preferences.
Committee: Julie Owens (Committee Chair); Frances Wymbs (Committee Member); Jacqueline Yawn (Committee Member); Steven Evans (Committee Member); Darcey Allan (Committee Member)
Subjects: Clinical Psychology; Education; Psychology; School Administration