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Gillian Dowley McNamee – Schools: Studies in Education, 2025
This article highlights the primal concern of children at home and in school: knowing where safety lies in relationships of fairness. The article includes scenes where five-year-old children experience breaches in fairness and the framework commonly used to restore and maintain it. The work of Vivian Gussin Paley, the renowned early childhood…
Descriptors: Friendship, Young Children, Justice, Safety
Perrotta, Carlo – Learning, Media and Technology, 2023
This article proposes a pragmatic approach to data justice in education that draws upon Nancy Fraser's theory. The main argument is premised on the theoretical and practical superiority of a deontological framework for addressing algorithmic bias and harms, compared to ethical guidelines. The purpose of a deontological framework is to enable the…
Descriptors: Data, Justice, Algorithms, Bias

Sean C. Austin; Kent McIntosh; Keith Smolkowski; Maria Reina Santiago-Rosario; Stacy L. Arbuckle; Nicole E. Barney – Grantee Submission, 2024
Following a randomized controlled trial that showed effectiveness of an equity-centered positive behavioral interventions and supports (PBIS) professional development intervention on student discipline in elementary schools, we studied the extent to which the intervention had differential effects on individual teachers' use of exclusionary…
Descriptors: Positive Behavior Supports, Discipline, Decision Making, Social Justice
Kaufmann, Esther – Journal of Education for Teaching: International Research and Pedagogy, 2023
Teachers need to judge students accurately to ensure social justice within classrooms. Currently, many reviews have estimated how accurately teachers overall judge students, but only a few provided clues about how teachers' accuracy could be improved. To provide insight regarding the sources of teachers' (in)accuracy, we review and synthesise lens…
Descriptors: Teacher Education, Models, Social Justice, Accuracy
Marco Lünich; Birte Keller; Frank Marcinkowski – Technology, Knowledge and Learning, 2024
Artificial intelligence in higher education is becoming more prevalent as it promises improvements and acceleration of administrative processes concerning student support, aiming for increasing student success and graduation rates. For instance, Academic Performance Prediction (APP) provides individual feedback and serves as the foundation for…
Descriptors: Predictor Variables, Artificial Intelligence, Computer Software, Higher Education
Bianca Montrosse-Moorhead; Daniela Schröter; Lyssa Wilson Becho – American Journal of Evaluation, 2024
Evaluation competency frameworks across the globe regard evaluation approaches as important to know and use in practice. Prior classifications have been developed to aid in understanding important differences among varying approaches. Nevertheless, there is an opportunity for a new classification of evaluation approaches, in particular one that is…
Descriptors: Evaluation Methods, Classification, Decision Making, Scholarship
Aaron Wolf – Educational Theory, 2025
Much has been written about how to improve the fairness of AI tools for decision-making but less has been said about how to approach this new field from the perspective of philosophy of education. My goal in this paper is to bring together criteria from the general algorithmic fairness literature with prominent values of justice defended by…
Descriptors: Algorithms, Artificial Intelligence, Technology Uses in Education, Educational Philosophy
Thompson, Greg; Gulson, Kalervo N.; Swist, Teresa; Witzenberger, Kevin – Learning, Media and Technology, 2023
The use of automated decision-making systems is increasing in education. While the potential impacts of ADM are becoming widely known amongst experts, the perspectives of those impacted by ADM remain peripheral. To broaden expertise and participation, this paper proposes that ADM needs to be considered as a sociotechnical controversy, as part of a…
Descriptors: Automation, Decision Making, Educational Technology, Democracy
Diamond, Elena; Whalen, Angela; Kelly, Kristy K.; Davis, Shanna – Communique, 2021
School psychologists encounter ethical dilemmas repeatedly within the complex educational settings in which they work. The most common dilemmas identified through a survey of member practitioners from the National Association of School Psychologists (NASP) related to issues of child abuse (28%), risky child and adolescent behavior (25%), tensions…
Descriptors: Ethics, Decision Making, Social Justice, Models
Sophia Seifert; Maia B. Cucchiara – Urban Review: Issues and Ideas in Public Education, 2024
In recent decades, school choice has become a characteristic feature of urban school systems and, like students, teachers must choose among schools with various characteristics. Such decisions become new sites for teachers to enact their professional identity. This study uses qualitative data to explore the identity negotiations of 26 teachers…
Descriptors: Teacher Role, School Choice, Professional Identity, Social Justice
Furman, Cara; Larsen, Shannon – Journal of Curriculum and Pedagogy, 2023
Teachers face dilemmas of justice throughout their day that call for ethical decisions. Recent projects have focused on how teachers can be supported in making these decisions. In this paper we draw on practices in philosophy of education and math education to put forth our own method, Interruptions, for supporting teachers with the prosaic…
Descriptors: Classroom Techniques, Time Management, Justice, Decision Making
Greg Peterson; Sandy L. Robinson; Larry Rideaux Jr. – Educational Considerations, 2025
Community colleges face many challenges post-pandemic in fulfilling their open-access mission while weathering increasing complexities, resource limitations, and overall declining confidence in higher education. Ethical leadership is required for community college leaders seeking to successfully address these challenges. Ethical leadership…
Descriptors: Ethics, Leadership Styles, College Administration, Community Colleges
Erin Anderson; Brendan Calandra – International Journal of Designs for Learning, 2025
Mixed-reality simulations (MRS) are utilized in teacher preparation programs worldwide. While much of the literature concentrates on the effectiveness of interventions designed to train teachers, this design case outlines the various decisions involved in developing the intervention, including the selection of mixed-reality technology, employing…
Descriptors: Design, Computer Simulation, Educational Technology, Decision Making
Waldrop, Jessica S. – Management Teaching Review, 2023
$50K @ Play Day is an in-class activity in which student groups apply their knowledge of organizational justice in a managerial decision-making scenario. In this simulation, student teams assume the leadership role of a successful corporate team and are tasked with distributing a monetary team award in a just manner. A comparison of student…
Descriptors: Class Activities, Decision Making, Simulation, Experiential Learning
Paul M. Garton; Adam Grimm; Sehee Kim – New Directions for Higher Education, 2023
Traditional ecological models are promising for making sense of international student experiences, but the assumed monolithic nature of the structuring systems is inadequate for explaining development that occurs across multiple systems. We present and expand a model called the Spanning Systems Model that recognizes multiple ecologies. The model…
Descriptors: Foreign Students, Ecology, Models, Student Experience