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Mizumoto, Atsushi – Language Learning, 2023
Researchers often make claims regarding the importance of predictor variables in multiple regression analysis by comparing standardized regression coefficients (standardized beta coefficients). This practice has been criticized as a misuse of multiple regression analysis. As a remedy, I highlight the use of dominance analysis and random forests, a…
Descriptors: Predictor Variables, Artificial Intelligence, Evaluation Methods, Multiple Regression Analysis
Çarkit, Cafer; Kurnaz, Hasan – International Journal of Progressive Education, 2022
In this study, the relationship between pre-service teachers' critical thinking dispositions and their epistemological belief perceptions was examined. The relational screening model was used in the study designed in quantitative research approach. The study group of the research is 234 teacher candidates who study at Education Faculties of…
Descriptors: Preservice Teachers, Critical Thinking, Epistemology, Student Attitudes
Belland, Brian R.; Kim, ChanMin; Zhang, Anna Y.; Baabdullah, Afaf A.; Lee, Eunseo – IEEE Transactions on Education, 2021
Contribution: This study indicates that supporting debugging processes is a strong method to improve debugging outcome quality among preservice, early childhood education (ECE) teachers. Background: Central to preparing ECE teachers to teach computer science is helping them learn to debug. Little is known about how ECE teachers' motivation and…
Descriptors: Student Motivation, Predictor Variables, Preservice Teachers, Early Childhood Teachers
Prasath, Priscilla Rose; Mather, Peter C.; Bhat, Christine Suniti; James, Justine K. – Professional Counselor, 2021
This study examined the relationships between psychological capital (PsyCap), coping strategies, and well-being among 609 university students using self-report measures. Results revealed that well-being was significantly lower during COVID-19 compared to before the onset of the pandemic. Multiple linear regression analyses indicated that PsyCap…
Descriptors: College Students, Well Being, COVID-19, Pandemics
Liu, Xiongyi; Wachira, Patrick; Koc, Selma; Pourdavood, Roland – International Journal of Education in Mathematics, Science and Technology, 2022
The purpose of this exploratory study was to examine whether specific attitudes and beliefs among pre-service teachers about the use of computer games in mathematics teaching and learning predict their intention to integrate computer games in future mathematics teaching. Data were collected via a questionnaire from 119 teacher education students…
Descriptors: Predictor Variables, Preservice Teachers, Intention, Technology Integration
Saunders-Wyndham, James; Smith, Eleanor; Past, Travis H. – JALT CALL Journal, 2021
This study aims to measure student cognitive and metacognitive perceptions regarding computer use in university. This study addresses three key questions: (1) how does the model fit the key construct of metacognitive and self-efficacy beliefs; (2) to what degree do independent variables predict dependent factor outcomes; and (3) how can…
Descriptors: Computer Literacy, Metacognition, Self Efficacy, College Students
Kleespies, Matthias Winfried; Montes, Natalia Álvarez; Bambach, Alina Miriam; Gricar, Eva; Wenzel, Volker; Dierkes, Paul Wilhelm – Environmental Education Research, 2021
In the past decades, zoos have increasingly developed into conservation and education centers and today make an important contribution to environmental education. In this context, this study investigated which factors influence attitudes towards species conservation. The variables examined were gender, age, the number of visits to zoos in the last…
Descriptors: Conservation (Environment), Animals, Recreational Facilities, Multiple Regression Analysis
Apesin, Alaba; Gong, Tao – Journal of Leadership Education, 2021
Previous studies indicate that a college-student's leader self-efficacy (LSE) enhances the ability to be an effective leader. However, there is limited empirical evidence on the college experiential factors that develop students' LSE in Historically Black Institutions (HBIs). The purpose of this study is to adapt Astin's input-environment-outcome…
Descriptors: Predictor Variables, Self Efficacy, Leadership Training, College Freshmen
Fook, Chan Yuen; Narusaman, Suthagar; Aziz, Norazah Abdul; Mustafa, Sharifah Muzlia Syed; Han, Cheong Tau – Malaysian Journal of Learning and Instruction, 2021
Purpose: Smartphones have become part and parcel of life in the 21st century. Since there has been limited research exploring the relationship between mobile addiction, interpersonal relationship, and academic behaviour among young adults in tertiary institutions, the present study has embarked on an exploration of the relationship between these…
Descriptors: Handheld Devices, Addictive Behavior, Interpersonal Relationship, Student Behavior
Kim, Mikyong Minsun; Kutscher, Elisabeth Louise – Research in Higher Education, 2021
Using large-scale longitudinal data, this study sought to examine factors influencing two important student development outcomes in students with disabilities attending 4-year colleges and universities. Informed by Astin's Input-Environment-Outcome model and the interactional model of disability, this study investigated the effect of student…
Descriptors: College Students, Students with Disabilities, Academic Ability, Self Esteem
Oyelere, Solomon Sunday; Olaleye, Sunday Adewale; Balogun, Oluwafemi Samson; Tomczyk, Lukasz – Education and Information Technologies, 2021
This study uses the quantitative research approach to examine the connection between students' teamwork experience, self-regulated learning, technology self-efficacy, and performance in an online educational technology course. Sixty-three (63) students participated in this study. The study data were collected through an online questionnaire that…
Descriptors: Teamwork, Student Experience, Learning Strategies, Academic Achievement
Watkins, Jasmine; Middleton, Kyndra V. – Journal of Negro Education, 2021
The goal of the study was to explore the relationships of mathematics self-efficacy to four sources of mathematics self-efficacy. The participants were 127 Black college freshman students. Multiple regression procedures tested for predictors of the two measures of self-efficacy. Students' mathematics self-efficacy was measured using two sub-scales…
Descriptors: Predictor Variables, Mathematics Education, Self Efficacy, African American Students
Aydin Gurler, Sümeyye – Participatory Educational Research, 2022
The aim of the present study was to identify the state of prediction of the critical thinking dispositions of primary school teacher candidates through their self-efficacy for STEM. The study was designed subject to the correlational survey model with the sample group comprised of 295 primary school teacher candidates continuing their education at…
Descriptors: Critical Thinking, Elementary School Teachers, Preservice Teachers, Self Efficacy
Hosozawa, Mariko; Sacker, Amanda; Cable, Noriko – Autism: The International Journal of Research and Practice, 2021
This exploratory study aimed to explore the association between depression and self-harming behaviour in adolescence and the timing of diagnosis for autism spectrum disorder. We analysed data on 11,320 14 year olds, including 396 children with autism spectrum disorder, from the UK Millennium Cohort Study. Exposures were the timing of diagnosis for…
Descriptors: Clinical Diagnosis, Depression (Psychology), Self Destructive Behavior, Autism
Kamer, Jacob A.; Ishitani, Terry – Community College Journal of Research and Practice, 2021
Two-year public colleges serve roughly one-third of undergraduate students in the United States, and, like other types of colleges across the country, they face shifting population demographics. Additionally, completion rates at two-year institutions have received political and scholarly attention within states and across the nation in recent…
Descriptors: Adult Students, Graduation Rate, Two Year College Students, Community Colleges
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