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Tianyu Ma; Jennifer Beth Kahn; Lisa Aileen Hardy; Sarah C. Radke – AERA Online Paper Repository, 2024
This paper reports on systematic literature review that examined learning theories and data collection and analysis methods used to study game-based learning in research on educational digital games for K-12 populations. Through electronic database, hand, and ancestral searches, we identified 25 empirical studies (29 educational games) published…
Descriptors: Data Collection, Data Analysis, Elementary Secondary Education, Educational Games
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Nirmal Ghimire; Kouider Mokhtari – AERA Online Paper Repository, 2024
This study examined the predictive power of students' demographic characteristics, reading attitudes, school characteristics, and teacher-informed reading activities on three metacognitive reading skills: understanding and remembering, summarizing, and assessing credibility and their influence on 15-year-old students' reading scores. The dataset…
Descriptors: Foreign Countries, Achievement Tests, International Assessment, Secondary School Students
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Andrew Pendola; David T. Marshall; Tim Pressley; Deja' Lynn Trammell – AERA Online Paper Repository, 2024
This project aims to gain insight into the mechanisms by which schools in highly challenging environments avoided learning loss--or even improved--during the pandemic. Using a unique dataset covering multiple levels of school, health, and environmental data, we examine which factors led schools to 'beat the odds' when it comes to learning…
Descriptors: COVID-19, Pandemics, Educational Practices, Economically Disadvantaged
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MacGregor, Stephen W.; Cooper, Amanda – AERA Online Paper Repository, 2022
We interrogate the opportunities and challenges of using mixed methods (MM) within a developmental evaluation (DE) context by drawing on two illustrative cases that investigated educational change in Canada. Methods: Multi-case design and cross-case analysis, with a focus on examining common patterns across the two cases, enabling new ways of…
Descriptors: Mixed Methods Research, Evaluation Methods, Barriers, Educational Change
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Tang, Hengtao; Xing, Wanli – AERA Online Paper Repository, 2018
Learning and participation are inseparable in the online learning environment. Much effort has been invested in encouraging online participation, but the effort tends to view online participation as a numerically aggregated variable, overlooking time issues of participation. Learning is a series of cumulative events, so participation at different…
Descriptors: Electronic Learning, Student Participation, Time Factors (Learning), Data Analysis
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Dai, Ting; Du, Yang; Cromley, Jennifer G.; Fechter, Tia M.; Nelson, Frank – AERA Online Paper Repository, 2019
Certain planned-missing designs (e.g., simple-matrix sampling) cause zero covariances between variables not jointly observed, making it impossible to do analyses beyond mean estimations without specialized analyses. We tested a multigroup confirmatory factor analysis (CFA) approach by Cudeck (2000), which obtains a model-estimated…
Descriptors: Factor Analysis, Educational Research, Research Design, Data Analysis
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Fonseca, Gabriela; Barros, Fernando, Jr.; Santos, Daniel; Scorzafave, Luiz Guilherme – AERA Online Paper Repository, 2020
This work investigates how data availability can lead to different conclusions about the so-called fading-out effect of early childhood education (ECE). We explore a extensive dataset from 2008 and 2012 on elementary school children from a small municipality in Brazil. This data allows us to evaluate the effect of ECE attendance on language…
Descriptors: Early Childhood Education, Outcomes of Education, Sustainability, Achievement Gains
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Chen, Yu; Li, Ran; Monaghan, Brett; Schmit, Matt; DeJear, Marvin; Upah, Sylvester C.; Starobin, Soko – AERA Online Paper Repository, 2017
This study explored the predictive relationship between leadership competencies and data driven decision making (DDDM) among rural community college leaders. The authors developed and disseminated a survey examining DDDM literacy level, community college leadership competencies, and other related key factors. Utilizing exploratory factor analysis,…
Descriptors: Data Analysis, Decision Making, Factor Analysis, Community Colleges
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Stewart, Victoria C.; Schlemper, Beth; Shetty, Sujata; Czajkowski, Kevin – AERA Online Paper Repository, 2017
Student participation in real-world problems promotes "a sense of their own agency andcollective capacity to alter their neighbourhoods or communities for the better" (Smith, 2007).This paper describes student engagement in a two-week summer workshop conducted in June2016, where they used geospatial technologies and community mapping to…
Descriptors: Critical Theory, Place Based Education, Geographic Information Systems, Spatial Ability