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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
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Shu, Di; Li, Xiaojuan; Her, Qoua; Wong, Jenna; Li, Dongdong; Wang, Rui; Toh, Sengwee – Research Synthesis Methods, 2023
Missing data complicates statistical analyses in multi-site studies, especially when it is not feasible to centrally pool individual-level data across sites. We combined meta-analysis with within-site multiple imputation for one-step estimation of the average causal effect (ACE) of a target population comprised of all individuals from all…
Descriptors: Meta Analysis, Outcomes of Treatment, Privacy, Attribution Theory
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Mathew Mercuri; Claudia I. Emerson – Advances in Health Sciences Education, 2024
Many important questions in health professions education require datasets that are built from several sources, in some cases using data collected for a different purpose. In building and maintaining these datasets, project leaders will need to make decisions about the data. While such decisions are often construed as technical, there are several…
Descriptors: Data, Governance, Barriers, Global Approach
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Ephraim Matala Kgwete – Discourse and Communication for Sustainable Education, 2024
Principals are faced with some frustrating situations from time to time in their line of duty in which they must make a variety of decisions affecting their students. This study argues that principals need to understand how to apply professional discretion in their practice and be accountable for their judgements and decisions to avoid the notion…
Descriptors: Foreign Countries, Secondary Schools, Principals, Administrator Attitudes
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Jones, Kyle M. L.; VanScoy, Amy; Bright, Kawanna; Harding, Alison; Vedak, Sanika – Journal of Computing in Higher Education, 2022
Learning analytics tools are becoming commonplace in educational technologies, but extant student privacy issues remain largely unresolved. It is unknown whether faculty care about student privacy and see privacy as valuable for learning. The research herein addresses findings from a survey of over 500 full-time higher education instructors. In…
Descriptors: College Faculty, Teacher Attitudes, College Students, Privacy
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Rand Al-Dmour; Hani Al-Dmour; Yazeed Al-Dmour; Ahmed Al-Dmour – Journal of International Students, 2025
In this study, we examine the role of AI-driven marketing in international student recruitment, focusing on how perceived usefulness, trust, and personalization influence decision-making. Grounded in the Technology Acceptance Model (TAM), the Trust-Based Decision-Making Model, and the Personalization--Privacy Paradox, we studied how AI-powered…
Descriptors: Foreign Students, Student Recruitment, Trust (Psychology), Privacy
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Viberg, Olga; Mutimukwe, Chantal; Grönlund, Åke – Journal of Learning Analytics, 2022
Protection of student privacy is critical for scaling up the use of learning analytics (LA) in education. Poorly implemented frameworks for privacy protection may negatively impact LA outcomes and undermine trust in the discipline. To design and implement models and tools for privacy protection, we need to understand privacy itself. To develop…
Descriptors: Privacy, Learning Analytics, Educational Research, Definitions
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Byrne, Virginia L.; Hollingsworth, Juana; Kumar, Priya C. – British Journal of Educational Technology, 2023
Postsecondary institutions have a legal responsibility to ensure that students have access to a safe learning environment. While institutions adopt policies and hire administrators to protect students from harm, many are underprepared to support students when these harmful incidents happen online. This is of increased concern now that online…
Descriptors: Postsecondary Education, Aggression, Computer Use, Privacy
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Christie Morrison Thomas; Charles W. Anderson – Science Education, 2025
This study focuses on how two school districts managed and changed the "instructional core"--student learning goals, instructional resources and strategies, and assessments--in their required high school biology course as they responded to new state science standards based on the "Next Generation Science Standards" (NGSS).…
Descriptors: Science Teachers, Science Instruction, Biology, High School Students
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Tiia Rüütmann; Urve Läänemets – International Baltic Symposium on Science and Technology Education, 2025
This study explores generative mechanisms of curriculum design from a human-centred perspective, with a focus on the integration of Artificial Intelligence (AI) into engineering education. As curricula evolve to meet the demands of a technologically advanced and globally connected society, it is crucial to preserve the educational values rooted in…
Descriptors: Curriculum Development, Artificial Intelligence, Computer Software, Technology Integration
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Sara LaBelle; Allie White; Emma R. Forman – Communication Education, 2024
The purpose of this study is to understand the decision-making process that graduate students engage in when deciding whether to withhold or disclose information about mental health to their academic advisors. Guided by the principles of the phronetic iterative approach and Communication Privacy Management Theory, a thematic analysis of open-ended…
Descriptors: Graduate Students, Decision Making, Mental Health, Self Disclosure (Individuals)
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Huser, Carmen; Dockett, Sue; Perry, Bob – European Early Childhood Education Research Journal, 2022
Participatory, rights-based methodologies in childhood studies have explored conditions that realise children's rights to participation. One avenue of investigation has been to explore assent procedures that respect children's rights to make informed decisions about participation. Less attention has been directed towards the ways in which children…
Descriptors: Participatory Research, Informed Consent, Children, Childrens Rights
Alison Eber – ProQuest LLC, 2022
The purpose of this qualitative study was to explore how elementary teachers use different social media platforms to connect with other teachers for informal professional learning. The researcher sought to understand how elementary teachers decide which platform(s) to use and how their expectations vary among different social media platforms.…
Descriptors: Social Media, Faculty Development, Informal Education, Teacher Attitudes
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Hutt, Stephen; Das, Sanchari; Baker, Ryan S. – International Educational Data Mining Society, 2023
The General Data Protection Regulation (GDPR) in the European Union contains directions on how user data may be collected, stored, and when it must be deleted. As similar legislation is developed around the globe, there is the potential for repercussions across multiple fields of research, including educational data mining (EDM). Over the past two…
Descriptors: Data Analysis, Decision Making, Data Collection, Foreign Countries
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Chun Chen; Robby Nadler; Jill D. Sharkey; Chunyan Yang – Journal of Applied School Psychology, 2024
Navigating the development of attraction ad identity can be particularly stressful for sexual/gender minority (SGM) students--particularly as multiple states have passed legislation targeting SGM rights and culture. School psychologists can mitigate such stress through effective counseling when consent is granted for service provision, but parents…
Descriptors: Mental Health, LGBTQ People, Minority Group Students, School Psychologists
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