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Jay Fie Paler Luzano – International Journal of Technology in Education, 2025
This study investigated the role of ChatGPT-assisted data analysis in mathematics education research within the post-modern scholarly milieu using a scoping review approach. This examined how ChatGPT contributes to ethical, reliable, rigorous, and context-sensitive data analysis in mathematics education research. The findings reveal five (5)…
Descriptors: Artificial Intelligence, Mathematics Education, Educational Research, Data Analysis
Maes, Bea; Nijs, Sara; Vandesande, Sien; Van keer, Ines; Arthur-Kelly, Michael; Dind, Juliane; Goldbart, Juliet; Petitpierre, Geneviève; Van der Putten, Annette – Journal of Applied Research in Intellectual Disabilities, 2021
Background: Within the context of the Special Interest Research Group (SIRG) on Persons with Profound Intellectual and Multiple Disabilities (PIMD), researchers often discuss the methodological problems and challenges they are confronted with. The aim of the current article was to give an overview of these challenges. Methods: The challenges are…
Descriptors: Severe Intellectual Disability, Multiple Disabilities, Research Methodology, Barriers
Bui, Ngoc Van P. – ProQuest LLC, 2022
This research explores the use of eXplainable Artificial Intelligence (XAI) in Educational Data Mining (EDM) to improve the performance and explainability of artificial intelligence (AI) and machine learning (ML) models predicting at-risk students. Explainable predictions provide students and educators with more insight into at-risk indicators and…
Descriptors: Artificial Intelligence, At Risk Students, Prediction, Data Science
Kumar, Vivekanandan; Ally, Mohamed; Tsinakos, Avgoustos; Norman, Helmi – Canadian Journal of Learning and Technology, 2022
Over the past decade, opportunities for online learning have dramatically increased. Learners around the world now have digital access to a wide array of corporate trainings, certifications, comprehensive academic degree programs, and other educational and training options. Some organizations are blending traditional instruction methods with…
Descriptors: Electronic Learning, Cognitive Processes, Artificial Intelligence, Educational Technology
Susilawati, Wiwik Okta; Darniyanti, Yulia; Prasetyo, Dian Estu; Apreasta, Lika; Novitasari, Ana – Journal of Education and Learning (EduLearn), 2020
This research is intended to be understood; 1) the urgency of education as an environmentally sustainable development; 2) the background of implementing the adiwiyata school program at SMP Muhammadiyah 3 Yogyakarta; and 3) the implementation of the adiwiyata school program at SMP Muhammadiyah 3 Yogyakarta. The research used in this research is…
Descriptors: Environmental Education, Sustainable Development, Program Implementation, Data Analysis
Cechinel, Cristian; Ochoa, Xavier; Lemos dos Santos, Henrique; Carvalho Nunes, João Batista; Rodés, Virginia; Marques Queiroga, Emanuel – British Journal of Educational Technology, 2020
The growth of Learning Analytics (LA) as a research field has been extensively documented since its beginnings. This paper provides a broad overview of the publications that Latin American authors have published in the last years by performing a quantitative review of the literature (from 2011 to 2019). A total of 282 papers were collected and…
Descriptors: Data Analysis, Authors, Foreign Countries, Ethics
Millei, Zsuzsa; Gallagher, Jannelle – Early Child Development and Care, 2017
Australian early childhood education still labours with the achievement of universal access and the production of comprehensive and consistent data to underpin a national evidence base. In this article, we attend to the processes led by numbers whereby new practices of quantification, rationalization and reporting are introduced and mastered in a…
Descriptors: Foreign Countries, Early Childhood Education, Preschool Education, Access to Education
Cormack, Andrew – Journal of Learning Analytics, 2016
Most studies on the use of digital student data adopt an ethical framework derived from human-subject research, based on the informed consent of the experimental subject. However, consent gives universities little guidance on using learning analytics as a routine part of educational provision: which purposes are legitimate and which analyses…
Descriptors: Data Analysis, Data Collection, Educational Research, Information Security
Sclater, Niall – Journal of Learning Analytics, 2016
Ethical and legal objections to learning analytics are barriers to development of the field, thus potentially denying students the benefits of predictive analytics and adaptive learning. Jisc, a charitable organization that champions the use of digital technologies in UK education and research, has attempted to address this with the development of…
Descriptors: Data Analysis, Information Policy, Ethics, Standard Setting
Matthews, Kelly E.; Firn, Jennifer; Schmidt, Susanne; Whelan, Karen – International Journal of Science Education, 2017
This study investigated students' perceptions of their graduate learning outcomes including content knowledge, communication, writing, teamwork, quantitative skills, and ethical thinking in two Australian universities. One university has a traditional discipline-orientated curriculum and the other, an interdisciplinary curriculum in the entry…
Descriptors: Comparative Analysis, Student Attitudes, Outcomes of Education, Undergraduate Students
Price, Jayne; Nicholl, Honor – Child Care in Practice, 2013
Parenting a child with complex health/palliative care needs is wide ranging. Family-centred practices place parents at the heart of the ongoing care of these children, and therefore it makes sense that their views and experiences should be central to research within the field. Despite this assertion, little guidance exists as to how best to…
Descriptors: Caregivers, Ethics, Novices, Qualitative Research
Liu, Shujie; Meng, Lingqi – Educational Assessment, Evaluation and Accountability, 2009
Since the 1920's many researchers have conducted studies exploring the qualities of good teachers. However, a limited number of empirical studies have been conducted in the People's Republic of China (hereafter called China). The current study has two objectives. The first one aims to compare a good teacher's characteristics in China and the USA.…
Descriptors: Teacher Effectiveness, Cross Cultural Studies, Foreign Countries, Comparative Analysis
Rafferty, Anna N., Ed.; Whitehill, Jacob, Ed.; Romero, Cristobal, Ed.; Cavalli-Sforza, Violetta, Ed. – International Educational Data Mining Society, 2020
The 13th iteration of the International Conference on Educational Data Mining (EDM 2020) was originally arranged to take place in Ifrane, Morocco. Due to the SARS-CoV-2 (coronavirus) epidemic, EDM 2020, as well as most other academic conferences in 2020, had to be changed to a purely online format. To facilitate efficient transmission of…
Descriptors: Educational Improvement, Teaching Methods, Information Retrieval, Data Processing
Elmslie, Bruce T.; Tebaldi, Edinaldo – Journal of Economic Education, 2010
Many instructors in subjects such as economics are frequently concerned with how to teach technical material to undergraduate students with limited mathematical backgrounds. One method that has proven successful for the authors is to connect theoretically sophisticated material with actual data. This enables students to see how the theory relates…
Descriptors: Economic Progress, Undergraduate Students, Economics Education, Macroeconomics

Garcia, Jorge G.; Froehlich, Robert J.; Cartwright, Brenda; Letiecq, David; Forrester, Linda E.; Mueller, Ralph O. – Rehabilitation Counseling Bulletin, 1999
Tests an eight-factor model of client actions/decisions in terms of the extent to which professionals counseling persons with HIV/AIDS believed that those actions/decisions presented ethical dilemmas, and the frequency with which they encountered such actions. Support for the model was shown. Several predictors of participant ratings are…
Descriptors: Acquired Immune Deficiency Syndrome, Counselor Role, Data Analysis, Ethics
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