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Dogucu, Mine; Çetinkaya-Rundel, Mine – Journal of Statistics and Data Science Education, 2021
Best practices in statistics and data science courses include the use of real and relevant data as well as teaching the entire data science cycle starting with importing data. A rich source of real and current data is the web, where data are often presented and stored in a structure that needs some wrangling and transforming before they can be…
Descriptors: Statistics Education, Data Use, Best Practices, Data Analysis
Maria Goldshtein – ProQuest LLC, 2021
Psycholinguistics is the research of language in the mind: The architecture of storing the different components of language in our memory, and the ways we access that knowledge when processing and producing language. Psycholinguists usually conduct quantitative experimental research in which certain standards of experimental design, data…
Descriptors: Psycholinguistics, Improvement, Research Methodology, Research Design
Larkan-Skinner, Kara; Shedd, Jessica M. – New Directions for Institutional Research, 2020
As institutions seek to shift into more advanced analytics and data-based decision-support, many institutional research offices face the challenge of meeting the office's current demands while taking on more intricate and specialized work to support decision-making. Given the great need organizations have for information that supports real-time…
Descriptors: Data, Data Analysis, Prediction, Data Use
Brooke Wilkins – Phi Delta Kappan, 2025
An efficient assessment cycle is a necessary component of early literacy instruction. To support student growth, educators must screen, diagnose, and monitor student progress. Diagnostic assessments provide critical information that can empower educators to address student needs. Using information from diagnostic assessments requires educators to…
Descriptors: Diagnostic Tests, Data Use, Emergent Literacy, Models
Francisca M. Ubilla; Núria Gorgorió – Journal of Mathematics Teacher Education, 2025
The concept of statistical sense provides an understanding of the goals of statistics education and helps to clarify the design of activities that promote the development of statistical literacy, reasoning and thinking. The new approaches to statistics in schools mean special attention must be paid to teacher training. This training should enable…
Descriptors: Data Use, Teaching Methods, Statistics Education, Preservice Teachers
Emily F. Gates; Ruoying Li – American Journal of Evaluation, 2025
Amid calls for evaluations to advance equity, there are ongoing debates, varied guidance, and limited empirical research on how evaluators practically attend to equity in their work. This article identifies ethical questions--about the right thing to do when there are multiple options--that arise when evaluators attend to equity and factors that…
Descriptors: Evaluators, Ethics, Attitudes, Expertise
Johannes Klassen – Journal of Vocational Education and Training, 2025
Although international organisations (IOs) are recognised as important actors in education, their involvement in vocational education and training (VET) remains underexamined. This article reviews the current state of research on IOs in VET, focusing on the ILO, OECD, UNESCO, and the World Bank, through an integrative literature review of 174…
Descriptors: International Organizations, Career and Technical Education, Role, Data Use
Matthew J. Capaldi – Journal of College Student Retention: Research, Theory & Practice, 2025
This study explores the association between having a transit stop within walking distance of campus and Pell Grant recipient completion rates at US commuter institutions, using a novel dataset on transit stop locations and institutional level data. The findings indicate that there is a positive association between transit access and Pell…
Descriptors: Federal Aid, Grants, Proximity, Commuter Colleges
Yaqian Zheng; Deliang Wang; Junjie Zhang; Yanyan Li; Yaping Xu; Yaqi Zhao; Yafeng Zheng – Education and Information Technologies, 2025
Generating personalized learning pathways for e-learners is a critical issue in the field of e-learning as it plays a pivotal role in guiding learners towards the successful achievement of their learning objectives. The existing literature has proposed various methods from different perspectives to address this issue, including learner-based,…
Descriptors: Individualized Instruction, Electronic Learning, Academic Achievement, Student Educational Objectives
Joachim Schwarz – Teaching Statistics: An International Journal for Teachers, 2025
This study explores the use of generative AI, specifically ChatGPT, in statistical data analysis and its implications for statistics education at universities of applied sciences. This paper begins with first discussing the future division of labor between humans and machines in the context of statistical data analyses following the widespread…
Descriptors: Statistics Education, Artificial Intelligence, Computer Software, Teaching Methods
Erin L. Castro; Amy Lerman – Metropolitan Universities, 2025
The challenge: This paper examines the state of knowledge and evaluation in prison higher education. Little is known about its efforts, outcomes, and impact or about the students enrolled in such efforts. Potential consequences: Incarcerated college students are a disenfranchised population with restricted autonomy. Without understanding prison…
Descriptors: Correctional Education, Higher Education, Student Evaluation, Barriers
Ellen B. Mandinach; Edith S. Gummer – Teachers College Record, 2025
Data ethics have emerged as an essential topic in education. Educators must know how to use data effectively and responsibly. This is a complex and systemic issue that involves bringing awareness to all stakeholders, building human capacity, modifying policy, and considering equitable solutions to data use. This article posits an initial framework…
Descriptors: Data Use, Ethics, Decision Making, Elementary Secondary Education
Betül Baldan Babayigit; Ellen Boeren; Sharon Clancy; Zyra Evangelista; John Holford; Queralt Capsada-Munsech – International Journal of Lifelong Education, 2025
This paper investigates the methodological discrepancies underlying the measurement of adult learning and education (ALE) participation in the UK by focusing on four major surveys -- APiL, PIAAC, AES, and LFS. Grounded in the Total Survey Error (TSE) framework, we systematically examined the surveys' documentation and compared their definitions,…
Descriptors: Adult Learning, Adult Education, Student Participation, Foreign Countries
Katherine Moccia; Matthew Holben; Bernadette Ludwig – Science Education and Civic Engagement, 2025
Scholars have noted a dearth of experiential learning components in STEM. This study seeks to address that issue by assessing learning outcomes for students who participated in a class with an experiential learning element and those who did not. For the experiential learning component, students, in collaboration with a community organization,…
Descriptors: Student Attitudes, Self Esteem, Data, Information Literacy
Hsiu-Wen Yang; Christine Harradine; Chih-Ing Lim; Douglas H. Clements; Megan Vinh; Julie Sarama – Early Childhood Education Journal, 2025
Given the increased diversity of the population in the United States and the importance of early science, technology, engineering, and mathematics (STEM) learning, it is crucial to identify ways to reduce racial, ethnic, and gender disparities in STEM education. This is particularly important for children with disabilities with intersecting…
Descriptors: Demography, Early Intervention, STEM Education, Equal Education

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