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Ethan R. Van Norman; Emily R. Forcht – Journal of Education for Students Placed at Risk, 2024
This study evaluated the forecasting accuracy of trend estimation methods applied to time-series data from computer adaptive tests (CATs). Data were collected roughly once a month over the course of a school year. We evaluated the forecasting accuracy of two regression-based growth estimation methods (ordinary least squares and Theil-Sen). The…
Descriptors: Data Collection, Predictive Measurement, Predictive Validity, Predictor Variables
Platt, Sara A. – ProQuest LLC, 2017
The adoption of Common Core State Standards by many states prompted the development of new standardized writing assessments. A limited number of studies investigated the predictive ability of curriculum-based measurements (CBMs) as related to state assessments in writing, and none have analyzed the Mississippi Assessment Program (MAP) for writing.…
Descriptors: Writing Tests, Standardized Tests, Curriculum Based Assessment, Common Core State Standards
Olsen, Jennifer K.; Aleven, Vincent; Rummel, Nikol – Grantee Submission, 2015
Student models for adaptive systems may not model collaborative learning optimally. Past research has either focused on modeling individual learning or for collaboration, has focused on group dynamics or group processes without predicting learning. In the current paper, we adjust the Additive Factors Model (AFM), a standard logistic regression…
Descriptors: Educational Environment, Predictive Measurement, Predictor Variables, Cooperative Learning
Olsen, Jennifer K.; Aleven, Vincent; Rummel, Nikol – International Educational Data Mining Society, 2015
Student models for adaptive systems may not model collaborative learning optimally. Past research has either focused on modeling individual learning or for collaboration, has focused on group dynamics or group processes without predicting learning. In the current paper, we adjust the Additive Factors Model (AFM), a standard logistic regression…
Descriptors: Educational Environment, Predictive Measurement, Predictor Variables, Cooperative Learning
Kozina, Ana – Educational Studies, 2015
In this study, we analyse the predictive power of home and school environment-related factors for determining pupils' aggression. The multiple regression analyses are performed for fourth- and eighth-grade pupils based on the Trends in Mathematics and Science Study (TIMSS) 2007 (N = 8394) and TIMSS 2011 (N = 9415) databases for Slovenia. At the…
Descriptors: Aggression, Elementary Schools, Predictive Validity, Educational Environment
Basaran, Mustafa – Educational Sciences: Theory and Practice, 2013
This study examined the relationship between fourth grade primary school students' reading habits/conditions/ situations and their comprehension regarding what they read. For this purpose, a correlational survey method was used in the study. 90 fourth-grade students who were attending a state primary school in the center of Ku¨tahya participated…
Descriptors: Reading Fluency, Reading Comprehension, Grade 4, Reading Habits
Manning, Carrie; Aliefendic, Jasna; Chiarelli, MaryAnne; Haas, Leslie; Williams, Susan – SRATE Journal, 2012
Adolescents' motivation is a critical factor for reading success. The lack of motivation adversely affects adolescents' abilities to enhance vocabulary and reading comprehension skills as well as developing powerful reading strategies (Roberts, Torgesen, Boardman, & Scammacca, 2008). Starting in the fourth grade, students' academic…
Descriptors: Reading Comprehension, Reading Strategies, Lifelong Learning, Grade 4
Kettler, Ryan J.; Elliott, Stephen N. – Journal of Applied School Psychology, 2010
The Brief Academic Competence Evaluation Screening System (BACESS) is a broadband universal screening instrument with three increasingly stringent phases for the identification of children at risk for academic and related behavior difficulties. The development of the BACESS involved two samples of students: K-5 students (n = 827) from the…
Descriptors: Test Results, Intervention, Academic Achievement, Predictor Variables
Rakow, Ernest A. – 1978
Ridge regression is presented as an analytic technique to be used when predictor variables in a multiple linear regression situation are highly correlated, a situation which may result in unstable regression coefficients and difficulties in interpretation. Ridge regression avoids the problem of selection of variables that may occur in stepwise…
Descriptors: Academic Achievement, Correlation, Elementary Secondary Education, Grade 4
Gansle, Kristin A.; Noell, George H.; Vanderheyden, Amanda M.; Slider, Natalie J.; Hoffpauir, Leila D.; Whitmarsh, Ernest L.; Naquin, Gale M. – Psychology in the Schools, 2004
Curriculum-based measures have been validated for use in evaluating reading, mathematics, and writing skills (Marston, 1989). Despite its common use by school psychologists (Wilson & Reschly, 1996), the relationship between the Woodcock Johnson-Revised and curriculum-based measures of writing has not been evaluated. This study investigated the…
Descriptors: Grade 3, Grade 4, Writing Skills, Sentences
Creek, Roy J.; And Others – 1991
Locus of control is a construct that reflects an individual's perception of control over his or her own destiny. The thesis is that people adopt either an internal or an external orientation. Internally oriented persons consider success the result of ability and effort. Externally oriented individuals attribute success to luck, fate, or powerful…
Descriptors: Academic Achievement, Cognitive Measurement, Cognitive Style, Elementary Education