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Phillips, Tanner M.; Saleh, Asmalina; Ozogul, Gamze – International Journal of Artificial Intelligence in Education, 2023
Encouraging teachers to reflect on their instructional practices and course design has been shown to be an effective means of improving instruction and student learning. However, the process of encouraging reflection is difficult; reflection requires quality data, thoughtful analysis, and contextualized interpretation. Because of this, research on…
Descriptors: Reflection, Artificial Intelligence, Natural Language Processing, Data Collection
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Khosravi, Hassan; Shabaninejad, Shiva; Bakharia, Aneesha; Sadiq, Shazia; Indulska, Marta; Gasevic, Dragan – Journal of Learning Analytics, 2021
Learning analytics dashboards commonly visualize data about students with the aim of helping students and educators understand and make informed decisions about the learning process. To assist with making sense of complex and multidimensional data, many learning analytics systems and dashboards have relied strongly on AI algorithms based on…
Descriptors: Learning Analytics, Visual Aids, Artificial Intelligence, Information Retrieval
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Williford, Amanda P.; Carter, Lauren M.; Maier, Michelle F.; Hamre, Bridget K.; Cash, Anne; Pianta, Robert C.; Downer, Jason T. – Journal of Early Childhood Teacher Education, 2017
This study built on prior research regarding the effectiveness of the National Center for Research in Early Childhood Education (NCRECE) course by exploring the individual course components. Core aspects of course engagement and performance were described and examined in relation to improvements in the observed quality of teacher-child…
Descriptors: Early Childhood Education, Course Content, Teacher Characteristics, Teacher Student Relationship
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Sharma, Umesh; Sokal, Laura – Australasian Journal of Special Education, 2016
This research was undertaken to determine if significant relationships exist between teachers' self-reported attitudes, concerns, and efficacy to teach in inclusive classrooms and their actual classroom behaviour in Winnipeg, Canada. Five teachers completed 3 scales measuring their attitudes to inclusion, their level of concerns about teaching in…
Descriptors: Self Efficacy, Teacher Attitudes, Inclusion, Attitudes toward Disabilities
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Teo, Timothy – Campus-Wide Information Systems, 2011
Purpose: The purpose of this paper is to explore the determinants of pre-service teachers' perceived usefulness of e-learning for teaching and learning. Design/methodology/approach: A total of 189 pre-service teachers completed a survey questionnaire measuring their responses to four constructs which explain perceived usefulness in the context of…
Descriptors: Electronic Learning, Preservice Teachers, Teacher Attitudes, Instructional Effectiveness
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Kim, Dongbin; Wolf-Wendel, Lisa; Twombly, Susan B. – Journal of Diversity in Higher Education, 2013
Using a national database, this study uses discriminant analysis to explore the role of citizenship status in determining intent to leave for pre-tenure faculty members at 4-year research universities. Of the 3 possible responses (intend to stay, intend to leave, and undecided), 2 functions emerged. The first function differentiates between those…
Descriptors: Tenure, College Faculty, Teacher Persistence, Intention
Saracaoglu, Asuman Seda; Ozsaker, Murat; Varol, Rana – Online Submission, 2012
The present research aimed at detecting professional self sufficiency levels of physical education and sports teachers who worked in Izmir Province and at investigating them in terms of some variables. For data collection, Teacher's Sense of Efficacy Scale-developed by Moran and Woolfolk-Hoy (2001) and Turkish validity and reliability studies…
Descriptors: Foreign Countries, Teacher Characteristics, Correlation, Comparative Analysis
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Boucher, Jean Leon – Journal for Critical Education Policy Studies, 2010
This paper presents a two part analysis of social justice programs (SJPs) at state universities in the United States of America (USA). Two main questions are addressed: firstly, in Part I, "What might it take to develop a social justice program at the University of Texas at El Paso (UTEP)?" and secondly, in Part II, "Why do some universities have…
Descriptors: Social Justice, State Universities, College Programs, Institutional Characteristics
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Fairchild, Susan; Tobias, Robert; Corcoran, Sean; Djukic, Maja; Kovner, Christine; Noguera, Pedro – Urban Education, 2012
Data on the impact of student, teacher, and principal racial and gender composition in urban schools on teacher work outcomes are limited. This study, a secondary data analysis of White and Black urban public school teachers using data taken from the restricted use 2003-04 Schools and Staffing Survey (SASS), examines the effects of relational…
Descriptors: Urban Schools, Job Satisfaction, Demography, Data Analysis
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Moafian, Fatemeh; Ghanizadeh, Afsaneh – System: An International Journal of Educational Technology and Applied Linguistics, 2009
The study reported in this paper was conducted to examine the relationship between Iranian EFL teachers' emotional intelligence and their self-efficacy in Language Institutes. To this end, 89 EFL teachers were selected from different Language Institutes in Mashhad, a city in north-east of Iran. The participants were asked to complete the…
Descriptors: Emotional Intelligence, Self Efficacy, Data Analysis, Predictor Variables
Lawson, Evelyn Roshonn – ProQuest LLC, 2010
The purpose of this study was to investigate the relationship between teacher attitude toward Black English and student achievement in reading. For this study, 61 teachers of reading or English/Language Arts in grades 3-6 were surveyed. These teachers, whose informed consent letters indicated a willingness to participate, were selected from 17…
Descriptors: Black Dialects, Negative Attitudes, Language Attitudes, Reading Achievement
Ingersoll, Richard M.; May, Henry – Consortium for Policy Research in Education, 2010
This study examines the magnitude, destinations, and determinants of the departures of mathematics and science teachers from public schools. The data are from the National Center for Education Statistics' nationally representative Schools and Staffing Survey and its longitudinal supplement, the Teacher Follow-up Survey. Our analyses show that…
Descriptors: Public Schools, Teacher Persistence, Labor Turnover, Science Teachers
Trevor, Charlie O. – Economic Policy Institute, 2010
One of the lightning rods in the discourse over teacher pay has been the question of "how much" teachers should be paid. What the "how much" debate does not directly address, however, is the question of "how" teachers should be paid. This paper attempts to help lay groundwork for a better understanding of what exactly teachers want in terms of how…
Descriptors: Evidence, Standardized Tests, Teacher Characteristics, Scores
Hastings, Tricia A. – ProQuest LLC, 2009
Despite technological advancements intended to enhance teaching and learning in the 21st century, numerous teacher and school factors continue to impede quality classroom technology use. Determining the effectiveness of educational technology is challenging and requires a detailed understanding of multifaceted, complex, contextual relationships.…
Descriptors: Public School Teachers, Technology Integration, Educational Technology, Data Analysis
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Bauer, Daniel J. – Journal of Educational and Behavioral Statistics, 2003
Multilevel linear models (MLMs) provide a powerful framework for analyzing data collected at nested or non-nested levels, such as students within classrooms. The current article draws on recent analytical and software advances to demonstrate that a broad class of MLMs may be estimated as structural equation models (SEMs). Moreover, within the SEM…
Descriptors: Structural Equation Models, Data Analysis, Computer Software, Evaluation Methods
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