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Stapleton, Laura M.; McNeish, Daniel M.; Yang, Ji Seung – Educational Psychologist, 2016
Multilevel models are often used to evaluate hypotheses about relations among constructs when data are nested within clusters (Raudenbush & Bryk, 2002), although alternative approaches are available when analyzing nested data (Binder & Roberts, 2003; Sterba, 2009). The overarching goal of this article is to suggest when it is appropriate…
Descriptors: Hierarchical Linear Modeling, Data Analysis, Statistical Data, Multivariate Analysis
Ayoubi, Rami M.; Massoud, Hiba K. – International Journal of Educational Management, 2007
Purpose: The purpose of this research is to examine the extent to which UK universities' achal international achievements match their strategic intent on internationalization. Design/methodology/approach: Both factor analysis and cluster analysis were applied on data collected from HESA (2001), and on the data collected from the mission statements…
Descriptors: Higher Education, Factor Analysis, Content Analysis, Global Approach