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Walter P. Vispoel; Hyeri Hong; Hyeryung Lee – Structural Equation Modeling: A Multidisciplinary Journal, 2024
Although generalizability theory (GT) designs typically are analyzed using analysis of variance (ANOVA) procedures, they also can be integrated into structural equation models (SEMs). In this tutorial, we review basic concepts for conducting univariate and multivariate GT analyses and demonstrate advantages of doing such analyses within SEM…
Descriptors: Structural Equation Models, Self Concept Measures, Self Esteem, Generalizability Theory
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Valero-Mora, Pedro; Rodrigo, María F.; Sanchez, Mar; SanMartin, Jaime – Practical Assessment, Research & Evaluation, 2019
Missing data patterns are the combinations in which the variables with missing values occur. Exploring these patterns in multivariate data can be very useful but there are few specialized tools. The current paper presents a plot that includes relevant information for visualizing these patterns. The plot is also dynamic-interactive; so, selecting…
Descriptors: Data, Multivariate Analysis, Visual Aids, Statistical Analysis
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Abdulkadir Palanci; Rabia Meryem Yilmaz; Zeynep Turan – Education and Information Technologies, 2024
This study aims to reveal the main trends and findings of the studies examining the use of learning analytics in distance education. For this purpose, journal articles indexed in the SSCI index in the Web of Science database were reviewed, and a total of 400 journal articles were analysed within the scope of this study. The systematic review…
Descriptors: Learning Analytics, Distance Education, Educational Trends, Periodicals
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Shangguan, Rulan; Keating, Xiaofen Deng; Liu, Jingwen; Zhou, Ke; Clark, Langston; Leitner, Jessica – College Student Journal, 2017
Conceptual physical education (CPE) courses play a critical role in promoting physical activity (PA) among students in American higher education settings. To date, however, very limited knowledge is available about the effectiveness of such courses. Aims: The primary purpose of the study was to examine effects of a CPE course on altering freshmen…
Descriptors: Physical Education, College Freshmen, Physical Activities, Higher Education
Robert H. Kosar – ProQuest LLC, 2017
Principal component analysis is an important statistical technique for dimension reduction and exploratory data analysis. However, it is not robust to outliers and may obfuscate important data structure such as clustering. We propose a version of principal component analysis based on the robust L2E method. The technique seeks to find the principal…
Descriptors: Research Universities, Taxonomy, Multivariate Analysis, Factor Analysis
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Linderholm, Tracy; Dobson, John; Yarbrough, Mary Beth – Advances in Physiology Education, 2016
A testing-based learning strategy is one that relies on the act of recalling (i.e., testing) information after exposure, and interleaving is a strategy in which the learning materials are presented in a serial order (e.g., "texts 1, 2, 3, 1, 2, 3, 1, 2, 3") versus a blocked order (e.g., "texts 1, 1, 1, 2, 2, 2, 3, 3, 3").…
Descriptors: Learning Strategies, Statistical Analysis, Correlation, Multivariate Analysis
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Pearl, Andrew J.; Christensen, Robert K. – Michigan Journal of Community Service Learning, 2017
This study extends a line of research focused on motivational factors that contribute to first-year students' reasons for engaging in service-learning. Among first-year students, altruistically-motivated students (Christensen, Stritch, Kellough, & Brewer, 2015) and minority students (Pearl & Christensen, 2016) were not only more…
Descriptors: College Freshmen, Service Learning, Volunteers, Statistical Analysis
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Ersöz, Gözde; Eklund, Robert C. – Journal of American College Health, 2017
Objective: The purpose of this study was to examine behavioral regulations and dispositional flow in exercise among university students in terms of gender and stage of change. Participants: Data were collected from American college students (N = 257; M[subscript age] ± SD = 23.02 ± 4.05) in Spring 2013. Methods: Behavioral regulations and…
Descriptors: College Students, Self Determination, Exercise, Correlation
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Kitazoe, Noriko; Fujita, Naofumi; Izumoto, Yuji; Terada, Shin-ichi; Hatakenaka, Yuhei – Autism: The International Journal of Research and Practice, 2017
The purpose of this study was to investigate whether the individuals in the general population with high scores on the Autism Spectrum Quotient constituted a single homogeneous group or not. A cohort of university students (n = 4901) was investigated by cluster analysis based on the original five subscales of the Autism Spectrum Quotient. Based on…
Descriptors: Autism, Pervasive Developmental Disorders, Multivariate Analysis, College Students
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West, Jason – Curriculum Journal, 2017
Interdisciplinarity requires the collaboration of two or more disciplines to combine their expertise to jointly develop and deliver learning and teaching outcomes appropriate for a subject area. Curricula and assessment mapping are critical components to foster and enhance interdisciplinary learning environments. Emerging careers in data science…
Descriptors: Curriculum Development, Validity, Data Analysis, Interdisciplinary Approach
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Kopcsó, Krisztina; Láng, András – Creativity Research Journal, 2017
According to literature, several forms of creativity relate to primary process and adaptive regression. The major aim of this study was to examine whether a specific pattern of creativity and primary- and secondary-process thinking could be identified among stories while investigating some personal variables. 78 undergraduate students (41 women,…
Descriptors: Creativity, Creative Thinking, Undergraduate Students, Correlation
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Dascalu, Mihai; Allen, Laura K.; McNamara, Danielle S.; Trausan-Matu, Stefan; Crossley, Scott A. – Grantee Submission, 2017
Dialogism provides the grounds for building a comprehensive model of discourse and it is focused on the multiplicity of perspectives (i.e., voices). Dialogism can be present in any type of text, while voices become themes or recurrent topics emerging from the discourse. In this study, we examine the extent that differences between…
Descriptors: Dialogs (Language), Protocol Analysis, Discourse Analysis, Automation
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Saville, Bryan K.; Bureau, Alex; Eckenrode, Claire; Maley, Michelle – College Student Journal, 2018
Previous research on passion and burnout has shown that teachers, including college faculty, who show high levels of harmonious passion toward their work experience lower burnout than teachers who have high levels of obsessive passion. In the present study, we extended this line of research to college students. We found that students who were…
Descriptors: Burnout, College Faculty, Academic Persistence, Student Attitudes
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Cansoy, Ramazan; Türkoglu, Muhammet Emin – International Education Studies, 2017
The aim of this study was to examine the relationships between the pre-service teachers' critical thinking disposition, problem-solving skills and self-efficacy beliefs. The participants of the study were 519 pre-service teachers from Afyon Kocatepe University, Education Faculty. Critical Thinking Disposition, Problem Solving Inventory, and…
Descriptors: Critical Thinking, Self Efficacy, Preservice Teachers, Foreign Countries
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Koenig-Lewis, Nicole; Asaad, Yousra; Palmer, Adrian; Petersone, Elina – Higher Education Quarterly, 2016
"Student experience" has become a popular term with higher education managers but is theoretically under-developed. This paper conceptualises student experience as a construction from memory and advances previous discussion within the higher education sector by distinguishing between recalled academic and social experience. The results…
Descriptors: College Graduates, Alumni, Student Experience, Recall (Psychology)
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