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C. J. Van Lissa; M. Garnier-Villarreal; D. Anadria – Structural Equation Modeling: A Multidisciplinary Journal, 2024
Latent class analysis (LCA) refers to techniques for identifying groups in data based on a parametric model. Examples include mixture models, LCA with ordinal indicators, and latent class growth analysis. Despite its popularity, there is limited guidance with respect to decisions that must be made when conducting and reporting LCA. Moreover, there…
Descriptors: Multivariate Analysis, Structural Equation Models, Open Source Technology, Computation
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Sandusky, Peter Olaf – Journal of Chemical Education, 2017
Metabolomics applies multivariate statistical analysis to sets of high-resolution spectra taken over a population of biologically derived samples. The objective is to distinguish subpopulations within the overall sample population, and possibly also to identify biomarkers. While metabolomics has become part of the standard analytical toolbox in…
Descriptors: Undergraduate Students, Multivariate Analysis, Statistical Analysis, Chemistry
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Marshall, Jill A.; Banner, Jay L.; You, Hye Sun – Journal of College Science Teaching, 2018
This study investigated the interaction of disciplinary and interdisciplinary learning in a team-taught, first-year, interdisciplinary sustainability course. We surveyed (pre/post) both STEM (science, technology, engineering, and mathematics) and non-STEM majors (N = 241), assessing attitudes and content knowledge. Responses were analyzed using…
Descriptors: Interdisciplinary Approach, STEM Education, College Freshmen, Team Teaching
Jacques, Catherine; Behrstock-Sherratt, Ellen; Parker, Amber; Bassett, Katherine; Allen, Megan; Bosso, David; Olson, Derek – American Institutes for Research, 2017
For the last 4 years, 10 leading education organizations have collaborated on a study series that includes teacher voice in conversations and research about educator effectiveness. Initially conceptualized by teacher leaders from the National Network of State Teachers of the Year (NNSTOY) and with their continued input, the "From Good to…
Descriptors: Teacher Attitudes, Teacher Leadership, Teacher Effectiveness, Faculty Development