Toward assessment justice: an integrative paradigm for educational evaluation

Educational evaluation has traditionally been guided by the principles of validity, reliability, objectivity, and fairness. While these principles have contributed significantly to the scientific advancement of assessment practices, they remain insufficient for addressing persistent inequalities experienced by learners across diverse social, cultural, linguistic, and economic contexts. This paper argues that educational evaluation requires a broader normative framework that explicitly foregrounds justice as a central concern. Through an integrative review and conceptual analysis of scholarship in educational assessment, philosophy of education, critical pedagogy, social justice theory, and educational measurement, the paper examines the limitations of prevailing assessment paradigms in responding to structural inequities that shape educational opportunities and outcomes. Building on, rather than displacing, existing justice-oriented traditions in assessment scholarship, including antiracist writing assessment, language-testing equity research, and culturally responsive assessment design, the paper synthesises these largely separate literatures into a single, integrated paradigm. The analysis reveals that existing approaches frequently treat fairness as a technical property of assessment instruments while overlooking broader questions concerning power, representation, participation, recognition, and access. In response, the paper introduces Assessment Justice as a distinct paradigm for educational evaluation. The proposed framework conceptualises assessment as a social practice that should promote equitable opportunities for learners to demonstrate knowledge and capabilities while recognising the contextual differences that influence educational performance. Five foundational dimensions of assessment justice are identified: distributive justice, recognitional justice, participatory justice, representational justice, and restorative justice. The paper extends this framework beyond large-scale and writing assessment into the everyday classroom grading practices where most learners actually encounter assessment (in)justice, and illustrates the framework's application through a worked example of school-level grading reform. The paper concludes by outlining implications for assessment design, educational policy, research, and practice, and argues that assessment justice offers a transformative framework for creating more equitable and socially responsive evaluation systems across diverse educational contexts.