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Eser, Mehmet Taha – International Online Journal of Education and Teaching, 2021
This study aims to compare the results of the factor analysis performed with Frequentist and Bayesian approaches. The number of sub-dimensions of the measurement tool obtained from different methods, the variation of the items in the sub-dimensions, and the fit statistics' differentiation were examined. 778 students constitute the study sample.…
Descriptors: Factor Analysis, Bayesian Statistics, Measurement Techniques, Goodness of Fit
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Hoofs, Huub; van de Schoot, Rens; Jansen, Nicole W. H.; Kant, IJmert – Educational and Psychological Measurement, 2018
Bayesian confirmatory factor analysis (CFA) offers an alternative to frequentist CFA based on, for example, maximum likelihood estimation for the assessment of reliability and validity of educational and psychological measures. For increasing sample sizes, however, the applicability of current fit statistics evaluating model fit within Bayesian…
Descriptors: Goodness of Fit, Bayesian Statistics, Factor Analysis, Sample Size
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Koris, Riina; Nokelainen, Petri – International Journal of Educational Management, 2015
Purpose: The purpose of this paper is to study Bayesian dependency modelling (BDM) to validate the model of educational experiences and the student-customer orientation questionnaire (SCOQ), and to identify the categories of educatonal experience in which students expect a higher educational institutions (HEI) to be student-customer oriented.…
Descriptors: College Students, Questionnaires, Bayesian Statistics, Educational Experience
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Lagrosen, Stefan; Seyyed-Hashemi, Roxana; Leitner, Markus – Quality Assurance in Education: An International Perspective, 2004
In recent years, numerous studies in the field of service quality have been carried out. However, relatively few studies have addressed the specific context of higher education. The purpose of this study has been to examine what dimensions constitute quality in higher education and to compare these with the dimensions of quality that have been…
Descriptors: Higher Education, Factor Analysis, Educational Quality, Quality Control
Perry, Patricia D. – 1993
Researchers have been limited in their ability to examine multiple constructs simultaneously due to the constraints imposed by traditional statistical methods. The most notable limitations include the need for a relatively large sample size while restricting the variables to a relatively small number. The application of a newly discovered…
Descriptors: Adolescents, Analysis of Covariance, Bayesian Statistics, Correlation