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Carlos Rogério Montenegro de Lima; Thiago Coelho Soares; Maurício Andrade de Lima; Manoela Oliveira Veras; José Baltazar Salgueirinho Osório de Andrade Andrade Guerra – International Journal of Sustainability in Higher Education, 2020
Purpose: The purpose of this paper is to report a literature review on sustainability funding in higher education and an analysis of the theoretical influence on academic research. The theoretical contribution and the most influential authors were examined to better understand the intellectual structure that links the theories and authors that…
Descriptors: Sustainability, Higher Education, Educational Finance, Citation Analysis
Joo, Soohyung; Kipp, Margaret E. I. – Information Research: An International Electronic Journal, 2015
Introduction: This study examines the structure of Web space in the field of library and information science using multivariate analysis of social tags from the Website, Delicious.com. A few studies have examined mathematical modelling of tags, mainly examining tagging in terms of tripartite graphs, pattern tracing and descriptive statistics. This…
Descriptors: Web Sites, Library Science, Information Science, Multivariate Analysis
Peer reviewedBracken, Bruce A.; Bunch, Sherry; Keith, Timothy Z.; Keith, Patricia B. – Psychology in the Schools, 2000
Investigates the factor structure of five self-concept scales from a hierarchical, multidimensional theoretical model. The scales were administered to 221 students in grades 5 through 8. Each scale yielded strong general factors and six dominant factors that coincide with the proposed theoretical model, which reflects social, affect, competence,…
Descriptors: Adolescents, Children, Factor Analysis, Intermediate Grades
Peer reviewedSirotnik, Kenneth A. – Journal of Educational Measurement, 1980
More than one correlation coefficient can be computed between two variables when the data can be organized into subsets determined by one of more grouping factors. Implications of this fact are discussed when the variables are items and the correlations are being computed for purposes of scale development. (Author/
Descriptors: Cluster Analysis, Correlation, Educational Environment, Elementary Secondary Education
Peer reviewedBerven, Norman L.; Scofield, Michael E. – Rehabilitation Counseling Bulletin, 1982
Describes multidimensional scaling and cluster analysis and the type of problems they can help solve. Cites major literature sources concerning their use. Reviews applications of these methods in rehabilitation research. Discusses possible advantages of nonmetric data-reduction techniques over metric approaches, such as factor analysis. (Author)
Descriptors: Cluster Analysis, Data Analysis, Factor Analysis, Multidimensional Scaling
Peer reviewedBorner, Katy; Chen, Chaomei; Boyack, Kevin W. – Annual Review of Information Science and Technology (ARIST), 2003
Reviews visualization techniques for scientific disciplines and information retrieval and classification. Highlights include historical background of scientometrics, bibliometrics, and citation analysis; map generation; process flow of visualizing knowledge domains; measures and similarity calculations; vector space model; factor analysis;…
Descriptors: Bibliometrics, Classification, Cluster Analysis, Factor Analysis
Peer reviewedAbrami, Philip C. – Research in Higher Education, 1989
Two divergent views are contrasted: the multidimensional and the unidimensional views of faculty evaluation. The views of H. W. Marsh, the most outspoken advocate of the multidimensional view of evaluation based on factor scores, is summarized and a response to his concerns is presented. (Author/MLW)
Descriptors: College Faculty, Decision Making, Educational Research, Factor Analysis
Druva, Cynthia Ann – 1985
Order Analysis is a multidimensional scaling (MDS) technique for determining order among items. This paper reviews articles by different authors describing various components of ordering theory. A common nomenclature is constructed to link together the various ideas and is applied to a fairly simple set of data. Topics discussed include a more…
Descriptors: Analysis of Variance, Developmental Stages, Factor Analysis, Learning Theories
Peer reviewedGluck, Myke – Journal of the American Society for Information Science, 1990
Examines the definition of journal coverage overlap in abstracting and indexing services during the past 30 years of research and expands the definition using a matrix of dissimilarity values. Multidimensional scaling analysis is applied to graphically demonstrate this definition and a naive secondary tool selection algorithm is presented. (43…
Descriptors: Algorithms, Citation Analysis, Data Collection, Factor Analysis

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