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Adams, Bryan; Baller, Daniel; Jonas, Bryan; Joseph, Anny-Claude; Cummiskey, Kevin – Journal of Statistics and Data Science Education, 2021
Since the publishing of Nolan and Temple Lang's "Computing in the Statistics Curriculum" in 2010, the American Statistical Association issued new recommendations in the revised GAISE college report. To reflect modern practice and technologies, they emphasize giving students experience with multivariable thinking. Students develop…
Descriptors: Multivariate Analysis, Statistics Education, Teaching Methods, Thinking Skills
Zeynivandnezhad, Fereshteh; Rashed, Fatemeh; Kanooni, Arman – Anatolian Journal of Education, 2019
Factor analysis is a statistical technique that is widely used in psychology and social sciences. Using computers and statistical packages, implementation of multivariate factor analysis and other multivariate methods becomes possible for researchers. Exploratory factor analysis and confirmatory factor analysis are applied in different studies;…
Descriptors: Factor Analysis, Technological Literacy, Pedagogical Content Knowledge, Mathematics Teachers
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
Vardakosta, Eirini; Priniotakis, Georgios; Papoutsidakis, Michail; Sigala, Marisa; Nikolopoulos, Dimitrios – European Journal of Educational Research, 2022
This paper investigates the viewpoints and perspectives of 179 undergraduate students engaged in a co-creation project regarding their anticipated progress, exploring, simultaneously, the affecting factors. The students attended the physics course in the Department of Industrial Design and Production Engineering at the University of West Attica,…
Descriptors: Multivariate Analysis, Student Attitudes, Correlation, Expectation
Lee, Kejin; Whittaker, Tiffany Ann – AERA Online Paper Repository, 2017
The latent growth model (LGM) in structural equation modeling (SEM) may be extended to allow for the modeling of associations among multiple latent growth trajectories, resulting in a multiple domain latent growth model (MDLGM). While the MDLGM is conceived as a more powerful multivariate analysis technique, the examination of its methodological…
Descriptors: Statistical Analysis, Growth Models, Structural Equation Models, Multivariate Analysis
Emily M. Meyer – ProQuest LLC, 2021
School psychologists use intelligence and academic achievement test scores to understand individual differences in abilities that may be directed towards learning and the learning that has already occurred. To make ethical and effective decisions regarding individualized educational programs and interventions, test users must understand the…
Descriptors: Academic Achievement, Intelligence, Multidimensional Scaling, School Psychologists
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
Dutton Feliu, Genevieve – ProQuest LLC, 2018
Social capital theory conceptualized social capital as key to connecting team members into the flow of valued resources and activities, with knowledge deemed one of the most valuable of these resources. Yet, the literature found teams struggle to effectively share knowledge. This quantitative survey-based study assessed the interrelationship…
Descriptors: Social Capital, Information Technology, Multivariate Analysis, Computer Simulation
Veysel, Temel; Kazim, Nas – Asian Journal of Education and Training, 2019
The study was done in order to determine the effect of personality characteristics of students female athletes who participated in Hockey Super League competitions organized in Konya Province between the 15th and the 28th of April, 2018 upon their positive perception level. The study was consisted of 116 students female athletes who participated…
Descriptors: Personality Traits, Student Characteristics, Student Attitudes, Team Sports
Emyus, Ahmad Zaki; Degeng, I Nyoman Sudana; Setyosari, Punaji; Ulfa, Saidah – International Journal of Instruction, 2020
This research aims to determine the influence of the models of whole brain teaching (WBT) and visual literacy to motoric and linguistic abilities of preschool children aged 5-6 years old. The method for this research is a quasi-experiment with a non-equivalent control group design. In this research, there is one experiment class with the treatment…
Descriptors: Preschool Education, Psychomotor Skills, Language Skills, Visual Literacy
Løkken, Ingrid Midteide; Bjørnestad, Elisabeth; Broekhuizen, Martine L.; Moser, Thomas – International Journal of Child Care and Education Policy, 2018
The purpose of this study was to investigate the relationship between two structural factors of quality: organisation form (stable groups versus flexible groups) and staff-child ratio, in relation to interaction quality in toddler groups in Norwegian early childhood education and care (ECEC). Data were collected from 206 kindergarten groups in the…
Descriptors: Correlation, Interaction, Toddlers, Kindergarten
Watson, Jennifer Moradian – Educational Leadership and Administration: Teaching and Program Development, 2018
Teacher retention has been studied for decades, yet it has recently assumed renewed significance due to current teacher shortages. This study was designed to determine whether teachers' job embeddedness (JE) is related to turnover. JE is found in organizational literature (Mitchell, Holtom, Lee, Sablynski, & Erez, 2001) and has been a robust…
Descriptors: Teacher Persistence, Beginning Teachers, Predictor Variables, Talent
Rahayu, Sri; Sugiarto, Teguh; Madu, Ludiro; Holiawati; Subagyo, Ahmad – International Journal of Educational Methodology, 2017
This study aims to apply the model principal component analysis to reduce multicollinearity on variable currency exchange rate in eight countries in Asia against US Dollar including the Yen (Japan), Won (South Korea), Dollar (Hong Kong), Yuan (China), Bath (Thailand), Rupiah (Indonesia), Ringgit (Malaysia), Dollar (Singapore). It looks at yield…
Descriptors: Foreign Countries, Factor Analysis, Multiple Regression Analysis, Correlation
McLellan, Chelsea K.; Jackson, Dennis L. – Social Psychology of Education: An International Journal, 2017
The current study explored the relation between the Big-Five personality domains, self-regulated learning, and academic entitlement. Academic entitlement is defined as the tendency to possess expectations of unearned academic success, unearned/undeserved academic services, and/or the expectation of unrealistic accommodation (Chowning and Campbell…
Descriptors: Personality Traits, Multivariate Analysis, Schematic Studies, Correlation
Piccarreta, Raffaella – Sociological Methods & Research, 2017
In its standard formulation, sequence analysis aims at finding typical patterns in a set of life courses represented as sequences. Recently, some proposals have been introduced to jointly analyze sequences defined on different domains (e.g., work career, partnership, and parental histories). We introduce measures to evaluate whether a set of…
Descriptors: Data Analysis, Multivariate Analysis, Social Science Research, Factor Analysis

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