Poster Paper:
Building Evaluation Capacity through Design: An Investigation of Statistical Power for Planning Impact Evaluations with Student and Teacher Outcomes
*Names in bold indicate Presenter
This proposal examines design considerations for studies that seek to evaluate the effectiveness of educational interventions for both teachers and students within one study. Specifically, this proposal incorporates new empirical work on design parameters for planning CRTs with student and teacher outcomes to provide insights for CRT designs of K-12 science educational interventions. The goal of this proposal is to estimate the statistical power of these studies, examine the alignment of the power analyses when a study seeks to examine both teacher and student effects, and suggest considerations that can be incorporated into future planning to maximize the efficiency of the study design.
Our initial result suggested studies that include at least 40 schools, 5 teachers per school, and 25 students per teacher may be able to detect a meaningful effect of the intervention for both students and teachers. This was possible because the larger effect size for teachers observed compared to the effect size for students in a meta-analysis study of the effect of educational interventions for science teachers. Studies with less than 40 schools may be able to detect meaningful effects for students, but they may have some difficulties to achieve the same for teachers. This presentation will further extrapolate the results of power calculations for other teacher outcomes with varying numbers of teacher per school, as well as the implication of these results in planning CRTs that examine intervention effects both student and teacher. This presentation will also provide additional analyses covering subjects like math and reading.