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Direct linkDai, Ting; Du, Yang; Cromley, Jennifer G.; Fechter, Tia M.; Nelson, Frank – AERA Online Paper Repository, 2019
Certain planned-missing designs (e.g., simple-matrix sampling) cause zero covariances between variables not jointly observed, making it impossible to do analyses beyond mean estimations without specialized analyses. We tested a multigroup confirmatory factor analysis (CFA) approach by Cudeck (2000), which obtains a model-estimated…
Descriptors: Factor Analysis, Educational Research, Research Design, Data Analysis
Chen, Yu; Li, Ran; Monaghan, Brett; Schmit, Matt; DeJear, Marvin; Upah, Sylvester C.; Starobin, Soko – AERA Online Paper Repository, 2017
This study explored the predictive relationship between leadership competencies and data driven decision making (DDDM) among rural community college leaders. The authors developed and disseminated a survey examining DDDM literacy level, community college leadership competencies, and other related key factors. Utilizing exploratory factor analysis,…
Descriptors: Data Analysis, Decision Making, Factor Analysis, Community Colleges
