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Wu, Xiaopeng; Wu, Rongxiu; Zhang, Yi; Arthur, David; Chang, Hua-Hua – Assessment in Education: Principles, Policy & Practice, 2021
Learning path and learning progression have received extensive attention from broad disciplines. The existing research In the field of learning path is rarely applied in curriculum learning and teaching. Learning progression is usually constructed through observations, interviews but not quantitative analyses. With 726 Grade 8 students'…
Descriptors: Cognitive Measurement, Mathematics Skills, Learning Processes, Sequential Approach
Toker, Turker; Green, Kathy – International Journal of Assessment Tools in Education, 2021
This study provides a comparison of the results of latent class analysis (LCA) and mixture Rasch model (MRM) analysis using data from the Trends in International Mathematics and Science Study -- 2011 (TIMSS-2011) with a focus on the 8th-grade mathematics section. The research study focuses on the comparison of LCA and MRM to determine if results…
Descriptors: Multivariate Analysis, Structural Equation Models, Item Response Theory, Achievement Tests
Jensen, Emily; Hutt, Stephen; D'Mello, Sidney K. – Grantee Submission, 2019
Recent work in predictive modeling has called for increased scrutiny of how models generalize between different populations within the training data. Using interaction data from 69,174 students who used an online mathematics platform over an entire school year, we trained a sensor-free affect detection model and studied its generalizability to…
Descriptors: Generalization, Longitudinal Studies, Psychological Patterns, Identification
Jensen, Emily; Hutt, Stephen; D'Mello, Sidney K. – International Educational Data Mining Society, 2019
Recent work in predictive modeling has called for increased scrutiny of how models generalize between different populations within the training data. Using interaction data from 69,174 students who used an online mathematics platform over an entire school year, we trained a sensor-free affect detection model and studied its generalizability to…
Descriptors: Generalization, Longitudinal Studies, Psychological Patterns, Identification
Pugh, Kevin J.; Bergstrom, Cassendra M.; Spencer, Bryden – Science Education, 2017
Transformative experience refers to learning episodes in which students use ideas from the science classroom to see and experience the world differently in their everyday lives. The construct is defined by three characteristics: (1) motivated use (application of learning in "free-choice" contexts), (2) expansion of perception (seeing…
Descriptors: Middle School Students, Multivariate Analysis, Science Curriculum, Science Instruction
Uwimpuhwe, Germaine; Singh, Akansha; Higgins, Steve; Coux, Mickael; Xiao, ZhiMin; Shkedy, Ziv; Kasim, Adetayo – Journal of Experimental Education, 2022
Educational stakeholders are keen to know the magnitude and importance of different interventions. However, the way evidence is communicated to support understanding of the effectiveness of an intervention is controversial. Typically studies in education have used the standardised mean difference as a measure of the impact of interventions. This…
Descriptors: Program Effectiveness, Intervention, Multivariate Analysis, Bayesian Statistics
Dinsmore, Daniel L.; Fox, Emily; Parkinson, Meghan M.; Bilgili, Devrim – Journal of Experimental Education, 2019
Explanatory patterns regarding situational differences in reading comprehension performance may be best captured by multidimensional reader profiles. Data from 56 third- and fifth-grade students were collected to investigate the applicability, scope, and convergent validity of a reader profiling scheme based on Alexander's (2005) reader profile…
Descriptors: Reading Achievement, Reading Skills, Grade 3, Grade 5
Yalçin, Seher – International Electronic Journal of Elementary Education, 2019
This study aimed to compare the Graded Response Model (GRM) and the Mixed-Graded Response Model (MixGRM) in terms of model data-fit and parameters and demonstrate the application of MixGRM on real data. In this context, this study is basic research based on the International Computer and Information Literacy Study in 2013 conducted with…
Descriptors: Foreign Countries, Item Response Theory, Rating Scales, Models
Paek, Sue Hyeon; Runco, Mark A. – Creativity Research Journal, 2017
The criterion problem was one of the focal points of early studies of creativity, but several useful criteria have been developed in the last few decades. The investigation reported here represents additional progress. This report (a) describes a new quality of creative achievement index for each domain of the Creative Activity and Accomplishment…
Descriptors: Creative Activities, Creativity, Creative Thinking, Foreign Countries
Chou, Yu-Chi; Wehmeyer, Michael L.; Palmer, Susan B.; Lee, Jaehoon – Focus on Autism and Other Developmental Disabilities, 2017
This study examined differences in self-determination among students with autism spectrum disorders (ASD), students with intellectual disability (ID), and students with learning disabilities (LD). A total of 222 participants with an equal size group for each of the three disability categories were selected to participate in the comparison of total…
Descriptors: Comparative Analysis, Self Determination, Autism, Intellectual Disability
Cheng, Meng-Tzu; Lin, Yu-Wen; She, Hsiao-Ching; Kuo, Po-Chih – British Journal of Educational Technology, 2017
Many studies have shown the positive impact of serious gaming on learning outcomes, but few have explored the relationships between game immersion and science learning. Accordingly, this study was conducted to investigate the effectiveness of learning by playing, as well as the dynamic process of game immersion experiences, and to further identify…
Descriptors: Multivariate Analysis, Grade 7, Quasiexperimental Design, Research Design
Krammer, Mathias; Rossmann, Peter; Gastager, Angela; Gasteiger-Klicpera, Barbara – European Journal of Teacher Education, 2018
The present study examined the impact of teacher team composition on characteristics and attributes regarded as necessary for effective cooperative teaching. The study focused on potential differences between self-selected teacher teams and teams composed by the school administration. The central assumptions were that teachers working in…
Descriptors: Team Teaching, Teacher Attitudes, Teacher Collaboration, Multivariate Analysis
Wippold, Guillermo M.; Tucker, Carolyn M; Smith, Tasia M.; Rodriguez, Victoria A.; Hayes, Lynda F.; Folger, Austin C. – American Journal of Health Education, 2018
Background: Youth obesity in the United States is a major health concern. Obesity can be reduced by increasing health-promoting behaviors. Purpose: The goals of the present study were to (1) identify the strongest motivators of and barriers to health-promoting behaviors among a culturally diverse group of middle and high school students and (2)…
Descriptors: Middle School Students, High School Students, Health Behavior, Health Promotion
Bannister, Robert M. – ProQuest LLC, 2017
Some believe sixth through twelfth grade configured schools offer programs and incentives that aid the success of students. The assumption is that these schools provide inherent motivation supportive relationships, and forward thinking about education and its implications on life (Gootman, 2007; Hall, 2008). This study examined the relationship…
Descriptors: Grouping (Instructional Purposes), Middle Schools, High Schools, Middle School Students
Kahraman, Nurcan – Electronic Journal of Research in Educational Psychology, 2018
Introduction: This study aims to explore the effect of students' adoption of approach goals; both mastery and performance approach goals and performance avoidance goals on their motivational beliefs and coping strategy use in science classes from multiple goals perspective. Students' motivational beliefs were examined in terms of self-efficacy and…
Descriptors: Middle School Students, Grade 7, Goal Orientation, Academic Achievement

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