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Yiran Chen – Research in Higher Education, 2025
The "k"-means clustering method, while widely embraced in college student typology research, is often misunderstood and misapplied. Many researchers regard "k"-means as a near-universal solution for uncovering homogeneous student groups, believing its success hinges primarily on the selection of an appropriate "k."…
Descriptors: College Students, Classification, Educational Research, Research Methodology
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Sami Mahajna; Ayman Agbaria; Mohanad Mustafa – Irish Educational Studies, 2024
The main purpose of the present study was to examine the typology of Palestinian student-teachers living in Israel according to four variables: (a) the type of motivation, (b) perceived suitability, (c) career choice satisfaction and (d) student-teacher commitment. Data were collected from 113 first-year Palestinian Arab students studying at…
Descriptors: Student Teachers, Student Characteristics, Classification, Place of Residence
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Cindy Ann Rose-Redwood; Reuben Rose-Redwood – Journal of International Students, 2023
A growing body of scholarship has examined different aspects of the international student experience in higher education institutions, yet few studies have critically interrogated the very concept of the "international student" itself. In this article, we consider the different ways in which politico-legal practices of boundarymaking…
Descriptors: Foreign Students, Educational Experience, Study Abroad, Higher Education
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Burhan Ogut; Ruhan Circi – Grantee Submission, 2023
The purpose of this study was to explore high school course-taking sequences and their relationship to college enrollment. Specifically, we implemented sequence analysis to discover common course-taking trajectories in math, science, and English language arts using high school transcript data from a recent nationally representative survey. Through…
Descriptors: High School Students, Course Selection (Students), Correlation, College Attendance
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Burhan Ogut; Ruhan Circi – Educational Measurement: Issues and Practice, 2023
The purpose of this study was to explore high school course-taking sequences and their relationship to college enrollment. Specifically, we implemented sequence analysis to discover common course-taking trajectories in math, science, and English language arts using high school transcript data from a recent nationally representative survey. Through…
Descriptors: High School Students, Course Selection (Students), Correlation, College Attendance
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Nesrin Hark Söylemez – SAGE Open, 2025
The aim of this study is to examine the intercultural sensitivity levels of teacher candidates using CART analysis and to develop a predictive model using machine learning algorithms. Additionally, this study provides a framework for understanding the relationship between internet usage and intercultural sensitivity. The participants comprised 416…
Descriptors: Preservice Teachers, Teacher Education Programs, Cultural Awareness, Gender Differences
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Jianhua Zhang; Lawrence Jun Zhang – Reading and Writing: An Interdisciplinary Journal, 2025
The available classifications of self-regulated learners may not be applicable to second or foreign language writing due to the contextual nature of self-regulated learning. This study intended to fill the gap by exploring the profiles of English as a foreign language (EFL) learners' writing self-regulation and their association with…
Descriptors: Profiles, Student Characteristics, Second Language Learning, Writing (Composition)
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Jackson, Dennis L.; McLellan, Chelsea; Frey, Marc P.; Rauti, Carolyn M. – Canadian Journal of Education, 2020
Academic entitlement (AE), which includes some students' tendencies to express deservingness of academic outcomes, not based on achievement, may have serious implications, such as academic dishonesty and classroom incivility. Some researchers have suggested that there may be different types of students with regard to AE, implying that motives for…
Descriptors: Student Behavior, Personality Traits, Classification, Undergraduate Students
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Senocak, Dilek; Büyük, Köksal; Bozkurt, Aras – Online Learning, 2021
Gamification, which is defined as the use of game design elements in non-game contexts, is put forward as a solution to low motivation and is suggested for the creation of a sustainable learning ecology in open and distance learning (ODL). The overall purpose of the present study was to examine the distribution of the Hexad gamification user types…
Descriptors: Game Based Learning, Open Education, Distance Education, Games
Gjini, Timothy W. – ProQuest LLC, 2023
The United States higher education institutions' mission is to support students' academic success and career development goals by preparing them to become globally competent citizens and workforce-ready graduates. With student workforce preparation at the core of their mission, there is concern that colleges and universities are not adequately…
Descriptors: Foreign Students, Experiential Learning, Learning Theories, Internship Programs
Danielle M. Geerling – ProQuest LLC, 2020
Students experience fluctuations in their motivation over time, including deficits in motivation. How students respond to motivation problems has consequences for their future persistence and performance in school. Therefore, it is important to understand how students reason about motivation problems when they arise. In this research, we focus on…
Descriptors: Student Motivation, College Students, Student Attitudes, Attribution Theory
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Thomson, Margareta M.; Faulkner, Valerie N. – Journal of Interdisciplinary Teacher Leadership, 2021
This mixed-methods study employed a typological approach and an Expectancy-Value framework to understand nontraditional prospective teachers' motivational beliefs, teaching motivations, and goals for choosing a teaching career. All participants (N=88) were nontraditional prospective teachers, graduate students enrolled in a Master of Arts in…
Descriptors: Preservice Teachers, Nontraditional Students, Student Motivation, Teacher Motivation
Tim Gill – Research Matters, 2025
One of the main aims of Core Maths qualifications when they were introduced into the post-16 curriculum in 2014 was to help students develop their understanding of maths and its application to different subject areas, particularly in relation to further study (e.g., higher education). In this article, we explore whether Core Maths is fulfilling…
Descriptors: Mathematics Education, Classification, Educational Benefits, Dropout Rate
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Mu, Lanlan; Cole, James – Research in Higher Education, 2019
Several recent studies have successfully identified college student typologies based on individuals' behaviors. One limitation of past studies has been their reliance on one-time cross-sectional assessments. As a result, we are left to ponder the stability of students' behavioral types as their academic years move forward. This study used…
Descriptors: Student Adjustment, College Students, Classification, Longitudinal Studies
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Whatley, Melissa; LaVenture, Suzanne; Russell, Nadine – Journal of International Students, 2022
This case study uses an equity-focused research lens to accomplish two tasks using data from two North Carolina community colleges. First, it situates community college virtual exchange programming within a pre-existing program typology to explore the extent to which community college virtual exchange is included in current conversations in…
Descriptors: Community Colleges, Community College Students, International Educational Exchange, Study Abroad
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