Introduction: Uncomfortable truths about assessment
Kallia Katsampoxaki-Hodgetts, Mercedes Bravo Rebolledo, Oana-Elena Colț, Miriam D’Ignazio, Sergio Di Sano, Tom O’Mahony, Mariano Pierantozzi, Judit Vari, Cai Weaver
Chapter 1
Rethinking Assessment Design: From Measurement to Pedagogical Architecture
Kallia Katsampoxaki-Hodgetts
1.1 The Evolution of Assessment in Higher Education
1.2 Expanding Assessment Literacy
1.3 Typologies of Assessment
1.4 Constructive Alignment
1.5 Myths of Objectivity and Standardisation
1.6 Equity, Equality, and Ethical Responsibility
1.7 Assessment as Pedagogical Architecture
1.8 Assessment as Cultural and Epistemological Act
1.9 The Assessment Design Diagnostic Framework
Conclusion
Chapter 2
Designing Assessment with Students in Mind
Tom O’Mahony
2.1 Inclusive, Learner-Centred Assessment
2.2 Power and Authority in Assessment
2.3 Responsibility, Agency, and Motivation
2.4 Participatory Assessment Models
2.5 The Five Shifts in Assessment Design
2.6 The Inclusive Learner-Centred Assessment Design Blueprint
Conclusion
Chapter 3
Transparency, Rubrics, and the Limits of Objectivity in Assessment Design
Tom O’Mahony
Introduction
3.1 Reliability and Validity
3.2 Tacit Judgement and Academic Standards
3.3 Descriptor Vagueness and Conceptual Progression
3.4 Defensible Grading and Trust
3.5 Transparency as Fairness
3.6 Rubrics as Interpretive Scaffolds
3.7 Designing Rubrics as Interpretative Scaffolds
Conclusion
Chapter 4
Co-Creation and Partnership in Assessment Design
Tom O’Mahony & Shannon Burke
4.1 Partnership Pedagogy: From Voice to Co-creation
4.2 The Spectrum of Assessment Partnership
4.3 Inclusive Co-Creation
4.4 Transparency as Dialogue
4.5 Student Agency
4.6 Academic Staff Experience
4.7 Democratising Assessment
4.8 Repeat as Design Principle
4.9 The Whole-Class Co-Creation Framework
Conclusion
Chapter 5
Multimodal and Culturally Responsive Assessment Design
Kallia Katsampoxaki-Hodgetts
5.1 Multiliteracies and Semiotic Theory
5.2 Disciplinary Representation Systems
5.3 Universal Design for Learning
5.4 Culturally Responsive Pedagogy
5.5 Linguistic Equity in Assessment
5.6 Assessment as Semiotic Orchestration
5.7 The Multimodal Assessment Design Framework
Conclusion
Chapter 6
Feedback Ecologies and Assessment-as-learning Design
Kallia Katsampoxaki-Hodgetts
6.1 Internal Feedback Theory
6.2 Feedback Literacy: From Receiving Comments to Acting With Judgement
6.3 Feed-Forward Systems: Designing Feedback With a Future
6.4 Sustainable Assessment: Designing Assessment That Learners Can Carry Beyond the Course
6.5 Self-Regulation and Metacognition: Making Judgement Visible
6.6 Feedback as Ecosystem
6.7 The Recursive Feedback Spiral Model
Conclusion: From Feedback Delivery to Assessment-as-learning Design
Chapter 7
AI-Supported Assessment Design and Evaluative Judgement
Cai Weaver
Introduction
7.1 AI as a Disruptive Opportunity
7.2 Rethinking Authorship & Originality
7.3 Evaluative Judgement in AI Contexts
7.4 Ethical AI Integration
7.5 Structural Redesign Approaches
7.6 AI-Aware Assessment Design
7.7 AI-Aware Assessment Design Model
Conclusion
Chapter 8
Why Action Research and Assessment Design Belong Together
Mercedes Bravo Rebolledo, Judit Vari
Introduction
8.1 Practitioner Inquiry Traditions
8.2 Scholarship of Teaching and Learning (SoTL) and “Constructive Friction”
8.3 Reflective Practices and Internal Feedback
8.4 Multimodality and the Semiotic Critique of Assessment
8.5 Assessment in the age of GenAI
8.6 The Assessment Action Research Cycle
8.7 Empirical Action Research Scenarios
Case 1: Addressing Benevolence Bias in Peer Assessment
Case 2: Co-Construction of a Shared Rubric in Anthropology
8.8 Acknowledging Pedagogical Friction: Limitations and Challenges
Conclusion: The Educator as Architect
Chapter 9
Applied Action Researchin Inclusive Assessment Design Beyond Assessing Cross-Context Case Studies
Kallia Katsampoxaki-Hodgetts, Oana-Elena Colț
Introduction
9.1 From Action Research to Inclusive Assessment Redesign
9.2 Faculty Development as Community Learning
9.3 A Shared Evaluative Matrix for Action Researchin Assessment Design
9.4 Case Study 1: Making Scientific Explanation Visible in Biology Assessment
9.5 Case Study 2: Reworking Legal Theory Through Music and Gamification
9.6 Cross-case Analysis: What the Two Cases Teach Faculty Developers
9.7 Design Principles for Action Research in Inclusive Assessment
9.8 Implications for Faculty Developers
Conclusion
Author Bios