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Huggins-Manley, A. Corinne; Beal, Carole R.; D'Mello, Sidney K.; Leite, Walter L.; Cetin-Berber, Dyugu Dee; Kim, Dongho; McNamara, Danielle S. – Grantee Submission, 2019
Virtual learning environments (VLE) are increasingly used at-scale in educational contexts to facilitate teaching and promote learning, and the data they produce can be used for educational research purposes. Meanwhile, the U.S. Department of Education's Office of Educational Technology has repeatedly emphasized the importance of using evidence to…
Descriptors: Virtual Classrooms, Construct Validity, Data, Educational Research
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Huggins-Manley, A. Corinne; Beal, Carole R.; D'Mello, Sidney K.; Leite, Walter L.; Cetin-Berber, Dyugu Dee; Kim, Dongho; McNamara, Danielle S. – Journal of Research on Educational Effectiveness, 2019
Virtual learning environments (VLEs) are increasingly used at-scale in educational contexts to facilitate teaching and promote learning, and the data they produce can be used for educational research purposes. Meanwhile, the U.S. Department of Education's Office of Educational Technology has repeatedly emphasized the importance of using evidence…
Descriptors: Virtual Classrooms, Construct Validity, Data, Educational Research
Allen, Laura K.; Snow, Erica L.; McNamara, Danielle S. – Grantee Submission, 2016
A commonly held belief among educators, researchers, and students is that high-quality texts are easier to read than low-quality texts, as they contain more engaging narrative and story-like elements. Interestingly, these assumptions have typically failed to be supported by the literature on writing. Previous research suggests that higher quality…
Descriptors: Role, Writing (Composition), Natural Language Processing, Hypothesis Testing