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Direct linkMartin Hecht; Julia-Kim Walther; Manuel Arnold; Steffen Zitzmann – Structural Equation Modeling: A Multidisciplinary Journal, 2024
Planning longitudinal studies can be challenging as various design decisions need to be made. Often, researchers are in search for the optimal design that maximizes statistical power to test certain parameters of the employed model. We provide a user-friendly Shiny app OptDynMo available at https://shiny.psychologie.hu-berlin.de/optdynmo that…
Descriptors: Longitudinal Studies, Best Practices, Operating Expenses, Research Design
Adriana Vamosiu; Marvin A. Titus; Jon Sandy – Higher Education Policy, 2024
We investigate operating costs at 682 public community colleges in the United States over a 15-year period (2004-2018). The results reveal that costs are spatially correlated across neighboring institutions, indicating the need for a spatial analysis. An institution's actions are associated with changes in costs for that particular institution…
Descriptors: Community Colleges, Operating Expenses, Correlation, Economic Factors
Bo Yan; Thomas Aberli – Phi Delta Kappan, 2024
The annual budgeting process is a valuable opportunity for districts to systematically examine both resource use and programming. They can then use the findings to optimize resource use and improve program efficacy in ways that will lead to increased student achievement. Bo Yan and Thomas Aberli discuss three root causes for districts' inability…
Descriptors: Budgeting, School Districts, Resource Allocation, Expenditures
