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Liu, Ran; Koedinger, Kenneth R. – International Educational Data Mining Society, 2015
A growing body of research suggests that accounting for student specific variability in educational data can improve modeling accuracy and may have implications for individualizing instruction. The Additive Factors Model (AFM), a logistic regression model used to fit educational data and discover/refine skill models of learning, contains a…
Descriptors: Models, Regression (Statistics), Learning, Classification
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Bejar, Isaac I.; Deane, Paul D.; Flor, Michael; Chen, Jing – ETS Research Report Series, 2017
The report is the first systematic evaluation of the sentence equivalence item type introduced by the "GRE"® revised General Test. We adopt a validity framework to guide our investigation based on Kane's approach to validation whereby a hierarchy of inferences that should be documented to support score meaning and interpretation is…
Descriptors: College Entrance Examinations, Graduate Study, Generalization, Inferences
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McKee, Holly – Online Learning, 2017
With the widespread use of learning analytics (LA) tools, there is a need to explore how these technologies can be used to enhance teaching and learning. Little research has been conducted on what human processes are necessary to facilitate meaningful adoption of LA. The research problem is that there is a lack of evidence-based guidance on how…
Descriptors: Educational Research, Data Collection, Data Analysis, Program Implementation
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Smedema, Susan Miller; Ruiz, Derek; Mohr, Michael J. – Rehabilitation Research, Policy, and Education, 2017
Purpose: To evaluate the factorial and concurrent validity and internal consistency reliability of the World Health Organization Disability Assessment Schedule 2.0 (WHODAS 2.0) 12-item version in persons with spinal cord injuries. Method: Two hundred forty-seven adults with spinal cord injuries completed an online survey consisting of the WHODAS…
Descriptors: Injuries, Neurological Impairments, Adults, Online Surveys
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Yin, Sylvia Chong Nguik – IAFOR Journal of Education, 2016
Universities are inundated with detailed applicant and enrolment data from a variety of sources. However, for these data to be useful there is a need to convert them into strategic knowledge and information for decision-making processes. This study uses predictive modelling to identify at-risk adult learners in their first semester at SIM…
Descriptors: Foreign Countries, Predictor Variables, Models, College Freshmen
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Möller, Jens; Müller-Kalthoff, Hanno; Helm, Friederike; Nagy, Nicole; Marsh, Herb W. – Frontline Learning Research, 2016
The dimensional comparison theory (DCT) focuses on the effects of internal, dimensional comparisons (e.g., "How good am I in math compared to English?") on academic self-concepts with widespread consequences for students' self-evaluation, motivation, and behavioral choices. DCT is based on the internal/external frame of reference model…
Descriptors: Comparative Analysis, Comparative Testing, Self Concept, Self Concept Measures
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Taub, Gordon E.; McGrew, Kevin S. – Journal of Psychoeducational Assessment, 2014
The Woodcock-Johnson Tests of Cognitive Ability Third Edition is developed using the Cattell-Horn-Carroll (CHC) measurement-theory test design as the instrument's theoretical blueprint. The instrument provides users with cognitive scores based on the Cognitive Performance Model (CPM); however, the CPM is not a part of CHC theory. Within the…
Descriptors: Cognitive Tests, Theories, Cognitive Ability, Models
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Hazel, Cynthia E.; Vazirabadi, G. Emma; Gallagher, John – Psychology in the Schools, 2013
This article proposes a model of student school engagement, comprising aspirations, belonging, and productivity. From this model, items for the Student School Engagement Measure (SSEM) were developed. The SSEM was validated with data from 396 eighth graders in an urban school district. Utilizing structural equation modeling, the second-order…
Descriptors: Learner Engagement, Models, Measures (Individuals), Grade 8
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He, Qingping; Opposs, Dennis; Glanville, Matthew; Lampreia-Carvalho, Fatima – Curriculum Journal, 2015
In England, pupils aged 16 take the General Certificate of Secondary Education (GCSE) examinations for a range of subjects. The current assessment models for GCSE include a two-tier structure for some subjects and a non-tier model for the others. The tiered subjects have a higher tier designed for high achieving pupils and a lower tier for low…
Descriptors: Foreign Countries, Exit Examinations, Secondary School Students, Program Effectiveness
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Baker-Doyle, Kira J. – International Journal of Research & Method in Education, 2015
Social network research on teachers and schools has risen exponentially in recent years as an innovative method to reveal the role of social networks in education. However, scholars are still exploring ways to incorporate traditional quantitative methods of Social Network Analysis (SNA) with qualitative approaches to social network research. This…
Descriptors: Social Networks, Research Methodology, Qualitative Research, Statistical Analysis
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McGill, Ryan J.; Styck, Kara M.; Palomares, Ronald S.; Hass, Michael R. – Learning Disability Quarterly, 2016
As a result of the upcoming Federal reauthorization of the Individuals With Disabilities Education Improvement Act (IDEA), practitioners and researchers have begun vigorously debating what constitutes evidence-based assessment for the identification of specific learning disability (SLD). This debate has resulted in strong support for a method that…
Descriptors: Learning Disabilities, Disability Identification, Disabilities, Federal Legislation
Dynia, Jaclyn M.; Schachter, Rachel E.; Piasta, Shayne B.; Justice, Laura M.; O'Connell, Ann A.; Yeager Pelatti, Christina – Grantee Submission, 2016
This study investigated the dimensionality of the physical literacy environment of early childhood education classrooms. Data on the classroom physical literacy environment were collected from 245 classrooms using the Classroom Literacy Observation Profile. A combination of confirmatory and exploratory factor analysis was used to identify five…
Descriptors: Early Childhood Education, Classroom Environment, Literacy Education, Factor Analysis
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Chen, Huilin – Journal of Education and Learning, 2014
The validity of the computer-based language test is possibly affected by three factors: computer familiarity, audio-visual cognitive competence, and other discrepancies in construct. Therefore, validating the equivalence between the paper-and-pencil language test and the computer-based language test is a key step in the procedure of designing a…
Descriptors: Computer Assisted Testing, Language Tests, Test Validity, Case Studies
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Teh, Bing-ru; Chiang, Hanley; Lipscomb, Stephen; Gill, Brian – Regional Educational Laboratory Mid-Atlantic, 2014
This study examines the accuracy of performance ratings from the Framework for Leadership (FFL), Pennsylvania's tool for evaluating the leadership practices of principals and assistant principals. The study analyzed three key properties of the FFL: internal consistency, score variation, and concurrent validity. To measure the internal consistency…
Descriptors: Instructional Leadership, Principals, Administrator Effectiveness, Reliability
Bing-ru, Teh; Chiang, Hanley; Lipscomb, Stephen; Gill, Brian – Regional Educational Laboratory Mid-Atlantic, 2014
A new study analyzed data from the 2012/13 pilot of the Framework for Leadership (FFL), Pennsylvania's tool for evaluating the leadership practices of principals and assistant principals. Based on the FFL scores of 336 principals and 69 assistant principals evaluated by their supervisors in the 2012/13 school year, this interim report found that…
Descriptors: Instructional Leadership, Principals, Administrator Effectiveness, Rating Scales
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