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Lee, Jei Young – Journal of Financial Counseling and Planning, 2020
Using data from Lending Club, we analyzed funded loans between 2012 and 2013, the default status of which were mostly known in 2018. Our results showed that both the borrower characteristics and the conditions of the loan were significantly associated with the loan default rate. Results also showed that the sentiment of a user-written loan…
Descriptors: Money Management, Loan Default, Loan Repayment, Correlation
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Bull, Susan – IEEE Transactions on Learning Technologies, 2020
This overview outlines key issues in learning with an open learner model (OLM). Originally, learner models remained hidden, as their primary role was to enable a system to personalize the educational interaction. Opening the model in an understandable form provides additional methods of prompting reflection, planning, and other metacognitive…
Descriptors: Intelligent Tutoring Systems, Models, Student Characteristics, Educational Research
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Cox, Bradley E.; Nachman, Brett Ranon – Journal of Postsecondary Education and Disability, 2020
This paper provides practical guidance for scholars and practitioners looking to develop more rigorous, comprehensive, and inclusive research that could guide proactive efforts to improve access, experiences, and outcomes for college students with disabilities. To do so, we (a) identify critical challenges affecting research and assessment related…
Descriptors: College Students, Students with Disabilities, Statistical Analysis, Student Evaluation
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Saint, John; Whitelock-Wainwright, Alexander; Gasevic, Dragan; Pardo, Abelardo – IEEE Transactions on Learning Technologies, 2020
The recent focus on learning analytics (LA) to analyze temporal dimensions of learning holds the promise of providing insights into latent constructs, such as learning strategy, self-regulated learning (SRL), and metacognition. These methods seek to provide an enriched view of learner behaviors beyond the scope of commonly used correlational or…
Descriptors: Undergraduate Students, Engineering Education, Learning Analytics, Learning Strategies
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Dolmaz, Mustafa; Ilhan, Genç Osman – World Journal of Education, 2020
The aim of this research is to examine the trends of the studies that address the education-training dimension of creativity in Turkey. The research was conducted using a qualitative research pattern. The data was collected and analyzed through document analysis. In the analysis of the data, the thesis analysis form developed by the researchers…
Descriptors: Foreign Countries, Masters Theses, Doctoral Dissertations, Creativity
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Oslington, Gabrielle – Australian Primary Mathematics Classroom, 2020
A key element of statistical literacy is the construction and interpretation of graphs. In this article, the author uses examples of student work (Years 3 and 4), at an Australian school, to show some of the complex steps involved in creating a formal graph from a data table. Over time the student's observations and understanding become more…
Descriptors: Graphs, Statistics Education, Elementary School Mathematics, Elementary School Students
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Emerson, Andrew; Cloude, Elizabeth B.; Azevedo, Roger; Lester, James – British Journal of Educational Technology, 2020
A distinctive feature of game-based learning environments is their capacity to create learning experiences that are both effective and engaging. Recent advances in sensor-based technologies such as facial expression analysis and gaze tracking have introduced the opportunity to leverage multimodal data streams for learning analytics. Learning…
Descriptors: Learning Analytics, Game Based Learning, Play, Eye Movements
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Rodríguez-Dorans, Edgar; Jacobs, Paula – International Journal of Social Research Methodology, 2020
This paper proposes the method of 'narrative portraiture', which, located within the wider field of narrative studies, offers an analytical tool to narrative data. Two research projects, one on disability and one on identity, are used to illustrate how the method can be applied. While the paper will focus on the methodological benefits and…
Descriptors: Data Analysis, Personal Narratives, Qualitative Research, Ethics
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Rogers, Marg; Boyd, Wendy – European Early Childhood Education Research Journal, 2020
The Mosaic approach has been used as a form of participatory research for over two decades. It has been popular with researchers in the early childhood education and disability sectors because it encourages the participants to utilise a large range of communication tools, rather than relying on verbal and written data. Promoters of the Mosaic…
Descriptors: Participatory Research, Children, Adults, Empowerment
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Ready, Elspeth; Habecker, Patrick; Abadie, Roberto; Dávila-Torres, Carmen A.; Rivera-Villegas, Angélica; Khan, Bilal; Dombrowski, Kirk – Field Methods, 2020
Social connections between individuals are often an important source of information for both quantitative and qualitative anthropological research. Here, we seek to understand the relative strengths and weaknesses of sociometric and ethnographic representations of social connections. We do this by comparing network data collected using a…
Descriptors: Social Networks, Social Structure, Sociometric Techniques, Ethnography
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Song, Yue; Sun, Feng; Redline, Susan; Wang, Rui – Research Synthesis Methods, 2020
Meta-analyses of clinical trials typically focus on one outcome at a time. However, treatment decision-making depends on an overall assessment of outcomes balancing benefit in various domains and potential risks. This calls for meta-analysis methods for combined outcomes that encompass information from different domains. When individual patient…
Descriptors: Meta Analysis, Patients, Data, Outcomes of Treatment
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Lottridge, Sue; Burkhardt, Amy; Boyer, Michelle – Educational Measurement: Issues and Practice, 2020
In this digital ITEMS module, Dr. Sue Lottridge, Amy Burkhardt, and Dr. Michelle Boyer provide an overview of automated scoring. Automated scoring is the use of computer algorithms to score unconstrained open-ended test items by mimicking human scoring. The use of automated scoring is increasing in educational assessment programs because it allows…
Descriptors: Computer Assisted Testing, Scoring, Automation, Educational Assessment
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Pierlejewski, Mandy – Pedagogy, Culture and Society, 2020
This paper uses the notion of the data-doppelganger as a theoretical lens through which to view the datafication of education. The data-doppelganger is the version of the self which exists in the significant quantities of data collected about both children and teachers. A psychoanalytic analysis of the literary genre of the doppelganger identifies…
Descriptors: Data Use, Educational Policy, Early Childhood Education, Foreign Countries
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Swartout, Kevin M.; Wood, Leila; Busch-Armendariz, Noël – Health Education & Behavior, 2020
Hundreds of U.S. institutions of higher education have conducted campus climate surveys recently to assess students' experiences with sexual misconduct and perceptions of institutions' related policies and procedures. Many of these surveys were implemented in response to the recommendation by the 2014 White House Task Force to Protect Students…
Descriptors: College Environment, School Policy, Sexual Abuse, Student Attitudes
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Senter, Mary Scheuer – Honors in Practice, 2020
Engaging students in assessment practice benefits honors students, faculty, and administrators. Students gain meaningful research experience while honors programs receive data to help assess student learning and prepare for program review. A one-semester course, Program Evaluation Experiences, tasks students (n = 10) with collecting and analyzing…
Descriptors: Undergraduate Students, Honors Curriculum, Student Research, Data Collection
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