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Son, Ji Y.; Blake, Adam B.; Fries, Laura; Stigler, James W. – Journal of Statistics and Data Science Education, 2021
Students learn many concepts in the introductory statistics course, but even our most successful students end up with rigid, ritualized knowledge that does not transfer easily to new situations. In this article we describe our attempt to apply theories and findings from learning science to the design of a statistics course that aims to help…
Descriptors: Statistics Education, Introductory Courses, Teaching Methods, Data Analysis
Sinclair, Andrea L., Ed.; Thacker, Arthur, Ed. – Human Resources Research Organization (HumRRO), 2019
These are the appendices for the technical report, "An Investigation of the Comparability of Commission-Approved Teaching Performance Assessment Models." California's Commission on Teacher Credentialing (Commission) requires all programs of preliminary multiple and single subject teacher preparation to use a Commission-approved Teaching…
Descriptors: Performance Based Assessment, Preservice Teachers, Models, Scoring Rubrics
Sinclair, Andrea L., Ed.; Thacker, Arthur, Ed. – Human Resources Research Organization (HumRRO), 2019
California's Commission on Teacher Credentialing (Commission) requires all programs of preliminary multiple and single subject teacher preparation to use a Commission-approved Teaching Performance Assessment (TPA) as one of the program completion requirements for prospective teacher candidates. Three TPA models were approved by the Commission: (1)…
Descriptors: Preservice Teachers, Performance Based Assessment, Models, Credentials
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Wray-Lake, Laura; Metzger, Aaron; Syvertsen, Amy K. – Applied Developmental Science, 2017
Despite recognition that youth civic engagement is multidimensional, different modeling approaches are rarely compared or tested for measurement invariance. Using a diverse sample of 2,467 elementary, middle, and high school-aged youth, we measured eight dimensions of civic engagement: social responsibility values, informal helping, political…
Descriptors: Citizen Participation, Elementary School Students, Middle School Students, High School Students
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Giles, Matt; Pines, Rachyl; Giles, Howard – Journal of Multilingual and Multicultural Development, 2021
This paper expands the theoretical base of intergroup and intercultural communication by testing a new communication model of interdependence (CMII), defined in terms of the embedded nature of groups Giles, M., R. Pines, H. Giles, and A. Gardikiotis. 2018. "Towards a Communication Model of Intergroup Interdependence." Atlantic Journal of…
Descriptors: Intergroup Relations, Intercultural Communication, International Relations, Language Attitudes
Meyer, Robert H.; Wang, Caroline; Rice, Andrew B. – Policy Analysis for California Education, PACE, 2018
With an increased appreciation of students' social-emotional skills among researchers and policy makers, many states and school districts are moving toward a systematic process to measure Social-Emotional Learning (SEL). In this study, we examine the measurement properties of California's CORE Districts' SEL survey administered to over 400,000…
Descriptors: Social Development, Emotional Development, Item Response Theory, Models
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Muth, Chelsea; Bales, Karen L.; Hinde, Katie; Maninger, Nicole; Mendoza, Sally P.; Ferrer, Emilio – Educational and Psychological Measurement, 2016
Unavoidable sample size issues beset psychological research that involves scarce populations or costly laboratory procedures. When incorporating longitudinal designs these samples are further reduced by traditional modeling techniques, which perform listwise deletion for any instance of missing data. Moreover, these techniques are limited in their…
Descriptors: Sample Size, Psychological Studies, Models, Statistical Analysis
Belfield, Clive; Bailey, Thomas – Center for Analysis of Postsecondary Education and Employment, 2017
Recently, studies have adopted fixed effects modeling to identify the returns to college. This method has the advantage over ordinary least squares estimates in that unobservable, individual-level characteristics that may bias the estimated returns are differenced out. But the method requires extensive longitudinal data and involves complex…
Descriptors: Associate Degrees, Outcomes of Education, Education Work Relationship, Robustness (Statistics)
Fazlul, Ishtiaque; Koedel, Cory; Parsons, Eric – National Center for Analysis of Longitudinal Data in Education Research (CALDER), 2022
Measures of student disadvantage--or risk--are critical components of equity-focused education policies. However, the risk measures used in contemporary policies have significant limitations, and despite continued advances in data infrastructure and analytic capacity, there has been little innovation in these measures for decades. We develop a new…
Descriptors: Academic Achievement, At Risk Students, Prediction, Disadvantaged
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Starr, Christine R.; Anderson, Barrett R.; Green, Katherine A. – Journal of Science Education and Technology, 2019
Women are less likely to choose physical Science, Technology, Engineering, and Math (pSTEM) majors, partly because a lack of role models makes it hard for women to imagine themselves as successful in those fields. Possible self-interventions can help people imagine themselves having a successful future. Using social cognitive theory and…
Descriptors: Females, Undergraduate Students, STEM Education, Social Cognition
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Chiu, Ming Ming – Journal of Learning Analytics, 2018
Learning analysts often consider whether learning processes across time are related (1) to one another or (2) to learning outcomes at higher levels. For example, are a group's temporal sequences of talk (e.g., correct evaluation [right arrow] correct, new idea) during its problem solving related to its group solution? I show how to address these…
Descriptors: Statistical Analysis, Models, Data Analysis, Regression (Statistics)
Evans, Eliza – ProQuest LLC, 2016
This thesis describes how intellectual boundary spanning can be identified in the written ideas of millions of scholars, and finds that such efforts encounter translational problems which can hinder faculty careers. In particular, the work presented develops textual metrics of intellectual boundary spanning (interdisciplinarity) and field…
Descriptors: Interdisciplinary Approach, College Faculty, Tenure, Career Development
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Bloom, Howard S.; Raudenbush, Stephen W.; Weiss, Michael J.; Porter, Kristin – Journal of Research on Educational Effectiveness, 2017
The present article considers a fundamental question in evaluation research: "By how much do program effects vary across sites?" The article first presents a theoretical model of cross-site impact variation and a related estimation model with a random treatment coefficient and fixed site-specific intercepts. This approach eliminates…
Descriptors: Evaluation Research, Program Evaluation, Welfare Services, Employment
Meyer, Robert; Pier, Libby; Mader, Jordan; Christian, Michal; Rice, Andrew; Loeb, Susanna; Fricke, Hans; Hough, Heather – Policy Analysis for California Education, PACE, 2019
Teachers play a critical role in establishing classroom and school environments that contribute to students' social and emotional development. This paper explores whether we can estimate a classroom-level measure of student growth in SEL by applying value-added models to students' [social-emotional learning] SEL. We analyze data from the 2016 and…
Descriptors: Social Development, Emotional Development, Value Added Models, School Districts
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Castro-Olivo, Sara Maria; Tran, Oanh Kim; Begum, Gazi Ferdousi; Arellano, Elizabeth Michelle; Garcia, Nicole Marie; Tung, Catherine Yang – Contemporary School Psychology, 2013
Implementing violence prevention programs has become a priority for schools; however, most programs used for this purpose are limited in the skills they teach. In this study, two different resiliency building/violence prevention models were evaluated to assess their effectiveness at preventing violent and maladaptive behaviors in youth. Data from…
Descriptors: Prevention, School Safety, Models, Resilience (Psychology)
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