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Lars König; Steffen Zitzmann; Tim Fütterer; Diego G. Campos; Ronny Scherer; Martin Hecht – Research Synthesis Methods, 2024
Several AI-aided screening tools have emerged to tackle the ever-expanding body of literature. These tools employ active learning, where algorithms sort abstracts based on human feedback. However, researchers using these tools face a crucial dilemma: When should they stop screening without knowing the proportion of relevant studies? Although…
Descriptors: Artificial Intelligence, Psychological Studies, Researchers, Screening Tests
Margaret Marchant; Ethan Eliason – Journal of Education for Business, 2024
Undergraduate economics programs prepare students for future careers by developing competency working with data, or "data literacy." Our research examined the data literacy components of undergraduate economics programs at R1 and R2 universities in the United States (N = 190). We developed a protocol with core data skills and coded…
Descriptors: Undergraduate Students, Economics Education, Data Collection, Data Interpretation
Han Qin; Konstanze Schoeps; Hongbiao Yin – European Journal of Education, 2024
Early childhood teachers' emotions have increasingly received the attention of researchers in the past decades. The present study conducted a systematic review of the research on early childhood teachers' emotions published in English up to 2022. Based on evidence from 103 empirical studies, the results presented the significant roles of early…
Descriptors: Educational Research, Teacher Characteristics, Psychological Patterns, Emotional Response
Sharon McDonough; Ron Keamy; Robyn Brandenburg; Mark Selkrig – Asia-Pacific Journal of Teacher Education, 2024
The field of teacher education is subject to intense scrutiny and policy reform and within this context, the voices of those working within the field are often marginalised. Drawing on our larger study of teacher educators, we addressed the key research question: "How do those who work in the field of teacher education articulate and…
Descriptors: Teacher Educators, Educational Practices, Preservice Teacher Education, Data Science
Lin Lin; Danhua Zhou; Jingying Wang; Yu Wang – SAGE Open, 2024
The rapid development of artificial intelligence has driven the transformation of educational evaluation into big data-driven. This study used a systematic literature review method to analyzed 44 empirical research articles on the evaluation of big data education. Firstly, it has shown an increasing trend year by year, and is mainly published in…
Descriptors: Data Analysis, Educational Research, Geographic Regions, Periodicals
David Hodgson; Reinie Cordier; Lauren Parsons; Brontë Walter; Fadzai Chikwava; Lynelle Watts; Stian Thoresen; Matthew Martinez; Donna Chung – International Journal of Social Research Methodology, 2024
Managing and analysing large qualitative datasets pose a particular challenge for researchers seeking a consistent and rigorous approach to qualitative data analysis. This paper describes and demonstrates the development and adoption of a matrix tool to guide the qualitative data analysis of a large sample (N = 122) of interview data. The paper…
Descriptors: Research Methodology, Data Analysis, Data Collection, Matrices
Rob Blom; Douglas D. Karrow – International Journal of Sustainability in Higher Education, 2024
Purpose: Halfway into the United Nations (UN) sustainable development goals (SDGs) timeline, we deemed fruitful an injunction into current teacher education (TE) practices at higher educational institutes (HEIs). The scoping literature review used all known English nomenclature interrelating to environment, sustainability, development, and…
Descriptors: Sustainability, Environmental Education, Teacher Education, Educational Research
Center for Learner Equity, 2024
Collected Biannually since 1968, the Civil Rights Data Collection (CRDC) represents the U.S. Department of Education's most substantial effort to understand data related to students' educational opportunities throughout K-12 schooling, particularly for historically marginalized student populations. Due to the COVID-19 pandemic, the Department…
Descriptors: Students with Disabilities, Elementary Secondary Education, Public Schools, Charter Schools
Ash Tea; Dax Ovid – CBE - Life Sciences Education, 2024
Informed by social science fields including psychology and public health, we propose a Model for Emotional Intelligence to advance biology education research in affective learning. The model offers a shared discourse for biology education researchers to develop and assess evidence-based strategies to perceive, use, understand, and manage emotions…
Descriptors: Undergraduate Students, Science Instruction, Biology, Emotional Intelligence
Anastasia P. Samaras; Kathleen Pithouse-Morgan – Studying Teacher Education, 2024
We are teacher educators and methodological innovators who have been practicing and facilitating co-creativity (collaborative creativity) for ourselves and for others through poetic self-study. This article examines our professional learning as editors of a journal special issue on poetic self-study scholarship. Our study was built on the…
Descriptors: Teacher Educators, Poetry, Creativity, Creative Thinking
Ilya Zrudlo – Philosophical Inquiry in Education, 2024
This paper suggests ways in which the profile of philosophical research in education could be raised, to demonstrate that it is legitimate and genuinely productive to engage in non-empirical research in education. I begin with some historical context for philosophical research in education, exploring the approach known as "conceptual…
Descriptors: Educational Philosophy, Educational Research, Concept Formation, Hermeneutics
Gen Clark; Anita K. Sharma – Journal of Research Administration, 2024
Research development, also known in Canada as research facilitation, is a strategic approach used by research institutions globally to enhance research capacity and competitiveness. However, there is an absence of literature describing how the function is structured and implemented in the Canadian context. This descriptive study contributes some…
Descriptors: Foreign Countries, Research Universities, Research and Development Centers, Research and Development
Karin Elisabeth Sørlie Street; Lars-Erik Malmberg; Stanislaw Schukajlow – ZDM: Mathematics Education, 2024
Students' mathematics self-efficacy (MSE) is strongly associated with learning behaviours and performance, and students' future career choices. In our scoping review, we screened what "substantive foci" (conceptualization, directionality and role of MSE, change in MSE, and situational specificity of MSE) have been posed and which…
Descriptors: Self Efficacy, Student Behavior, Academic Achievement, Mathematics Education
Htay-Wah Saw; Brady T. West; Mick P. Couper; William G. Axinn – Field Methods, 2024
The American Family Health Study (AFHS) collected family health and fertility data from a national probability sample of persons aged 18-49 between September 2021 and May 2022, using web and mail exclusively. In July 2022, we surveyed AFHS respondents and gauged their willingness to become part of a national web panel that would create novel…
Descriptors: National Surveys, Data Collection, Experimenter Characteristics, Participant Characteristics
Ming-Chi Tseng – Structural Equation Modeling: A Multidisciplinary Journal, 2024
The primary objective of this investigation is the formulation of random intercept latent profile transition analysis (RI-LPTA). Our simulation investigation suggests that the election between LPTA and RI-LPTA for examination has negligible impact on the estimation of transition probability parameters when the population parameters are generated…
Descriptors: Monte Carlo Methods, Predictor Variables, Research Methodology, Test Bias