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Hutton, Disraeli M. – International Journal of Leadership in Education, 2018
The study explored critical factors that explain leadership performance of high-performing principals and examined the relationship between these factors based on the ratings of school constituents in the public school system. The principal component analysis with the use of Varimax Rotation revealed that four components explain 51.1% of the…
Descriptors: Principals, Leadership Qualities, Correlation, School Effectiveness
Wetzel, Eunike; Xu, Xueli; von Davier, Matthias – Educational and Psychological Measurement, 2015
In large-scale educational surveys, a latent regression model is used to compensate for the shortage of cognitive information. Conventionally, the covariates in the latent regression model are principal components extracted from background data. This operational method has several important disadvantages, such as the handling of missing data and…
Descriptors: Surveys, Regression (Statistics), Models, Research Methodology
Pronk, Jeroen; Olthof, Tjeert; Goossens, Frits A. – Journal of Early Adolescence, 2015
This study investigated personality correlates of early adolescents' tendency to either defend victims of bullying or to avoid involvement in bullying situations. Participants were 591 Dutch fifth- and sixth-grade students (X-bar[subscript age] = 11.42 years). Hierarchical regression models were run to predict these students' peer-reported…
Descriptors: Personality Traits, Correlation, Bullying, Victims
Al-Shabatat, Ahmad Mohammad; Abbas, Merza; Ismail, Hairul Nizam – International Journal of Special Education, 2009
Many people believe that environmental factors promote giftedness and invest in many programs to adopt gifted students providing them with challenging activities. Intellectual giftedness is founded on fluid intelligence and extends to more specific abilities through the growth and inputs from the environment. Acknowledging the roles played by the…
Descriptors: Intelligence, Test Items, Academically Gifted, Foreign Countries

Walkey, Frank H. – Multivariate Behavioral Research, 1983
Some effects of using inappropriate criteria for sufficiency of factors are discussed, and examples from the literature are used to show how procedures leading to the rotation of large numbers of factors may result in fragmentation and difficulty in interpretation. (Author/JKS)
Descriptors: Factor Analysis, Matrices, Questionnaires, Scaling

Walkey, Frank H. – Educational and Psychological Measurement, 1986
A factor replication procedure (FACTOREP) was evaluated using four psychometrically equivalent synthetic correlation matrices containing an imposed three-subscale structure. Comparisons of the structure revealed by two, three, four, and nine-factor rotations using the FACTOREP showed that only the three factor solutions were replicable across all…
Descriptors: Correlation, Factor Analysis, Factor Structure, Matrices
Atkinson, Leslie; And Others – 1987
Attributional style as it has been operationalized in the Attributional Style Questionnaire (ASQ) was critically assessed. A sample of 538 senior high school and college students completed the ASQ. The resulting ASQ data were then intercorrelated, factor analyzed, and compared to hypothesized matrices for all items, good outcome items, and bad…
Descriptors: College Students, Correlation, Depression (Psychology), Factor Analysis
Wyman, W.C. – 1974
This paper is an extended series of appendices to the report "Exploring the T.R.Q.: An Assessment of the Effectiveness of the Teachers' Rating Questionnaire," Report Number 123. It should be most useful to those familiar with multiple regression analysis and factor analysis and wishing a more complex record of the statistical procedures…
Descriptors: Correlation, Elementary Education, Evaluation, Factor Analysis