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Weidlich, Joshua; Gaševic, Dragan; Drachsler, Hendrik – Journal of Learning Analytics, 2022
As a research field geared toward understanding and improving learning, Learning Analytics (LA) must be able to provide empirical support for causal claims. However, as a highly applied field, tightly controlled randomized experiments are not always feasible nor desirable. Instead, researchers often rely on observational data, based on which they…
Descriptors: Causal Models, Inferences, Learning Analytics, Comparative Analysis
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Tyburski, Brady A.; Drimalla, James; Byerley, Cameron; Boyce, Steven; Grabhorn, Jeffrey; Moore, Kevin C. – North American Chapter of the International Group for the Psychology of Mathematics Education, 2021
The fields of quantitative and covariational reasoning boast a wide range of powerful theoretical tools, which are described carefully in the literature. Less frequent and explicit attention, however, has been paid to writing down detailed, practical guidance for operationalizing these theoretical constructs. Some guidance is provided by…
Descriptors: Guidelines, Thinking Skills, Student Behavior, Calculus
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Buser, Peter; Semmler, Klaus-Dieter – Journal of Learning Analytics, 2017
These pages aim to explain and interpret why the late Mika Seppälä, a conformal geometer, proposed to model student study behaviour using concepts from conformal geometry, such as Riemann surfaces and Strebel differentials. Over many years Mika Seppälä taught online calculus courses to students at Florida State University in the United States, as…
Descriptors: Geometry, Student Behavior, Mathematical Models, Graphs
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Shultz, Gwendolyn Joy; Havens, Nathan; Gurney, Beth Newberry; Burt, Jon – Beyond Behavior, 2017
Managing problematic classroom behavior is a challenge for many teachers, regardless of population. The website, www.basicfba.com, designed by researchers at Portland State University, offers teachers and practitioners a wealth of materials to assist them in conducting and maintaining a functional behavior assessment and behavior support plan.…
Descriptors: Functional Behavioral Assessment, Web Sites, Student Behavior, Behavior Modification
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Hojnoski, Robin L.; Gischlar, Karen L.; Missall, Kristen N. – Young Exceptional Children, 2009
Collecting and graphing performance data are important parts of the educational process. Such procedures help educators, caregivers, and other important stakeholders make data-based decisions to accelerate child progress. With school-age children, collecting and graphing data have been associated with more frequent instructional changes to better…
Descriptors: Caregivers, Data Collection, Evaluation Methods, Graphs
Leung, Brian P.; Silberling, Jessica – California School Psychologist, 2006
Classroom climate, though difficult to define and assess, affects student learning especially in the elementary schools. Much of the current research focuses on the primary architect of classroom climate--the teacher. There is little doubt that teacher behaviors determine the overall climate of the classroom, but peer actions and reactions also…
Descriptors: Social Status, School Psychologists, Student Motivation, Classroom Environment
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Carr, James E.; Austin, John – Teaching of Psychology, 1997
Provides a brief overview of single-subject research designs. This method exercises its power by examining changes in single subjects' responses over time across experimental conditions. Describes a classroom project in which students collect repeated measures of their own behavior and graph the data. (MJP)
Descriptors: Causal Models, Data Collection, Data Interpretation, Demonstrations (Educational)