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El Kadiri Boutchich, Driss – Journal of Education, 2019
The alternative human capital evaluation method proposed is implemented via two methods: principal component analysis and discriminant analysis. The first method classifies the research laboratory activities in homogeneous clusters, while the second method standardizes their scores. The proposed method is sitting in the activity-based management…
Descriptors: Human Capital, Evaluation Methods, Laboratories, Factor Analysis
Keller, Lena; Lüdtke, Oliver; Preckel, Franzis; Brunner, Martin – Educational Psychology Review, 2023
Intersectional approaches have become increasingly important for explaining educational inequalities because they help to improve our understanding of how individual experiences are shaped by simultaneous membership in multiple social categories that are associated with interconnected systems of power, privilege, and oppression. For years, there…
Descriptors: Equal Education, Intersectionality, Hierarchical Linear Modeling, Educational Research
Smith, Kendal N.; Lamb, Kristen N.; Henson, Robin K. – Gifted Child Quarterly, 2020
Multivariate analysis of variance (MANOVA) is a statistical method used to examine group differences on multiple outcomes. This article reports results of a review of MANOVA in gifted education journals between 2011 and 2017 (N = 56). Findings suggest a number of conceptual and procedural misunderstandings about the nature of MANOVA and its…
Descriptors: Multivariate Analysis, Academically Gifted, Gifted Education, Educational Research
Nokelainen, Petri; Silander, Tomi – Frontline Learning Research, 2014
This commentary to the recent article by Musso et al. (2013) discusses issues related to model fitting, comparison of classification accuracy of generative and discriminative models, and two (or more) cultures of data modeling. We start by questioning the extremely high classification accuracy with an empirical data from a complex domain. There is…
Descriptors: Models, Classification, Accuracy, Regression (Statistics)
Gökçearslan, Sahin; Karademir, Tugra; Korucu, Agah Tugrul – Journal of Educational Computing Research, 2017
Technological Pedagogical Content Knowledge, one of the frameworks proposed in order to popularize the use of technology in a classroom environment, has been customized and has taken the form of Web Pedagogical Content Knowledge. The Relational Screening Model was used in this study. It aims to determine whether a profile of preservice teachers…
Descriptors: Foreign Countries, Preservice Teachers, Knowledge Level, Pedagogical Content Knowledge
Muehlberg, Jessica Marie – ProQuest LLC, 2013
Adelman (2006) observed that a large quantity of research on retention is "institution-specific or use institutional characteristics as independent variables" (p. 81). However, he observed that over 60% of the students he studied attended multiple institutions making the calculation of institutional effects highly problematic. He argued…
Descriptors: Multivariate Analysis, College Attendance, Dual Enrollment, Measures (Individuals)
Cheung, Monit – Research on Social Work Practice, 2008
Objective: This study is centered on interviewing techniques with alleged child sexual abuse victims who do and do not disclose sexual abuse. Method: Ninety randomly selected videotapes are reviewed, and the interviewing techniques are recorded on a 69-item Child Sexual Abuse Interviewing Skills Instrument. Results: The nondisclosure children are…
Descriptors: Sexual Abuse, Child Abuse, Discriminant Analysis, Interviews
Strang, Kenneth David – Practical Assessment, Research & Evaluation, 2009
This paper discusses how a seldom-used statistical procedure, recursive regression (RR), can numerically and graphically illustrate data-driven nonlinear relationships and interaction of variables. This routine falls into the family of exploratory techniques, yet a few interesting features make it a valuable compliment to factor analysis and…
Descriptors: Multicultural Education, Computer Software, Multiple Regression Analysis, Multidimensional Scaling
Vandamme, J. -P.; Meskens, N.; Superby, J. -F. – Education Economics, 2007
Academic failure among first-year university students has long fuelled a large number of debates. Many educational psychologists have tried to understand and then explain it. Many statisticians have tried to foresee it. Our research aims to classify, as early in the academic year as possible, students into three groups: the "low-risk"…
Descriptors: College Freshmen, Educational Psychology, Questionnaires, Databases
Hahs-Vaughn, Debbie L.; Onwuegbuzi, Anthony J. – Journal of Experimental Education, 2006
Propensity score analysis is one statistical technique that can be applied to observational data to mimic randomization and thus can be used to estimate causal effects in studies in which the researchers have not applied randomization. In this article the authors (a) describe propensity score methodology and (b) demonstrate its application using…
Descriptors: Researchers, Research Methodology, Private Schools, Public Schools
Coman, Liliana; Richardson, Julie – Canadian Journal on Aging, 2006
The authors conducted a systematic review of studies examining correlations between assessments of function not obtained using self-report and those obtained using performance-based measures for community-dwelling older adults. Methods: Articles for this review were identified using electronic searching in MEDLINE, CINHAL, and AGELINE and…
Descriptors: Disabilities, Self Disclosure (Individuals), Performance Based Assessment, Correlation