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Pote, Steven – Educational Gerontology, 2016
Few resources within social science literature provide helpful information related to participant recruitment for research on spousal caregivers of individuals with dementia. Independent researchers with limited resources may not have access to large databases or centers in which access to caregivers is readily available. As a result, these…
Descriptors: Caregivers, Recruitment, Social Science Research, Qualitative Research
Choosing the Optimal Number of Factors in Exploratory Factor Analysis: A Model Selection Perspective
Preacher, Kristopher J.; Zhang, Guangjian; Kim, Cheongtag; Mels, Gerhard – Multivariate Behavioral Research, 2013
A central problem in the application of exploratory factor analysis is deciding how many factors to retain ("m"). Although this is inherently a model selection problem, a model selection perspective is rarely adopted for this task. We suggest that Cudeck and Henly's (1991) framework can be applied to guide the selection process.…
Descriptors: Factor Analysis, Models, Selection, Goodness of Fit
Nixon, Andy; Packard, Abbot; Dam, Margaret – International Journal of Educational Leadership Preparation, 2016
This quantitative study investigated the relationship between teacher dispositions, subject content knowledge, pedagogical content knowledge, and reasons that school principals recommend non-renewal of teachers' contracts. Nearly 2,000 school principals in 13 states completed an emailed survey. In deciding whether to non-renew a teacher contract,…
Descriptors: Teacher Dismissal, Contracts, Principals, Administrator Attitudes