Who Are You When You Assess? Understanding Teacher Assessment Identity in Higher Education

Assessment in higher education is often treated as a technical skill. Something we learn by following templates, applying rubrics, and adhering to policies. However, beneath these processes lies something far more influential: our Teacher Assessment Identity, or TAI. This identity shapes how we interpret student work, design assessments, give feedback, and position ourselves in relation to students and learning. It represents the “human” element in assessing students, which cannot be neatly contained within a set of structured checkboxes.

TAI invites us to ask: Who am I when I assess? How did I become this version of myself?

While teaching identity is widely examined, assessment identity has received much less attention. Yet assessment influences the student experience more profoundly than nearly any other aspect of the curriculum. It shapes what students believe is important, how they interpret success, and how they view themselves as learners. All for better or worse…

If we want assessment that is meaningful, equitable, and future-ready, we must look inward as much as we look outward.

What Is Teacher Assessment Identity (TAI)?

TAI describes the beliefs, values, emotions, assumptions, and habits that shape how educators think about and enact assessment. It influences:

What evidence we consider credible
How we define fairness and rigour
The tone, purpose, and timing of feedback
How much autonomy or constraint we provide to students
The stance we take as a coach, critic, judge, and collaborator

These influences often operate implicitly, shaped by our own histories and the broader cultures in which we work.

TAI Is Not Fixed…It Evolves Across a Career

It is important to recognise that Teacher Assessment Identity is not static. It is shaped, reshaped, and refined continually through:

Professional learning programs
Engagement with SoTL and emerging assessment research
Conversations with colleagues (moderation, co-marking, team teaching)
Institutional changes and new pedagogical frameworks
Practice-based reflection
Student feedback and interactions

Early-career teachers often begin with the assessment practices they experienced as students. Over time, their identity expands as educators encounter different approaches from those they originally used. This may include authentic assessment, ungrading, feedback literacy, narrative evaluation, AI-resilient task design, standards-based assessment, or culturally responsive assessment. Each new experience adds a layer. Each conversation with a colleague uncovers a blind spot or offers reassurance. Reading new research shifts perspectives. A new cohort challenges existing assumptions.

TAI isn’t a destination; it’s more of a professional journey.

Why TAI Matters Right Now

The higher education landscape is evolving quickly. Generative AI, diverse student cohorts, new delivery methods, and concerns about academic integrity all create new demands (and opportunities) for assessment. These challenges cannot be solved by templates alone; they require educators to reflect on the identity positions that inform their decisions.

A well-developed, consciously examined TAI supports:

Intentional assessment design
Clarity of judgement
A stronger sense of fairness and confidence
Alignment between values and practice
The ability to adapt to new technologies and contexts

When educators understand their own assessment identities, they make better, more reflective, and more student-centred decisions under pressure.

What Shapes Your TAI?

Your Teacher Assessment Identity is formed at the intersection of multiple forces.

1. Your own assessment history

Our first models of assessment, especially those that were memorable, formative, or painful, often influence our instincts as educators.

2. Disciplinary traditions

Different disciplines emphasise different ideas of what qualifies as valid evidence of learning. These traditions subtly mould our assessment instincts.

3. Institutional cultures and expectations

Quality assurance processes, standardisation, marking policies, and teaching models all shape the identity space educators occupy.

4. Professional values

Identity is shaped by how we view our core purpose. Asking questions like, are we guardians of standards, facilitators of growth, partners in learning, or designers of challenge?

5. Emotions and internal narratives

Assessment is emotionally charged. Confidence, stress, uncertainty, pride, trust, or hesitation all shape our assessment decisions.

Exploring Your Own TAI

Reflection helps bring identity into consciousness. Useful questions include:

What forms of assessment do I instinctively trust or distrust, and why?
What emotions arise during marking or moderation?
What do I believe is the purpose of assessment in my discipline?
Which of my assessment practices feel aligned with my values? Which feel inherited?
What identity position do I adopt when a student challenges a grade?

The goal is not to judge yourself, but to make the implicit visible.

Developing and Strengthening Your TAI

Because assessment identity evolves, it can be intentionally cultivated.

1. Engage with assessment scholarship
Reading about current assessment thinking enriches identity and disrupts outdated assumptions.

2. Learn alongside colleagues
Moderation sessions, team teaching, and informal conversations are powerful mirrors for identity development.

3. Experiment deliberately
Small trials can be beneficial. Begin with a new feedback approach, co-created rubrics, and giving students choice. These strategies can help educators broaden their assessment toolkit.

4. Centre student voice
Understanding students’ perceptions of assessment helps refine identity and practice.

5. Align identity with values
When educators assess in ways that mirror who they want to be, practice becomes more consistent and meaningful.

The Future of TAI in Higher Education

As universities navigate the complexities of technological, pedagogical, and cultural change, Teacher Assessment Identity becomes a professional anchor. Understanding one’s identity helps educators move beyond compliance and toward intentional, evidence-informed assessment that supports both learning and belonging.

TAI reminds us that assessment is never neutral. It is always an expression of who we are and what we value.

When we examine and refine that identity, we create more humane, ethical, and meaningful assessment experiences for our students.

Reflections

How would I describe my Teacher Assessment Identity today, and how has it evolved over time?
Which experiences (teaching, learning, professional development, or research) have most influenced my current TAI?
Where do I feel my assessment practice aligns with my values, and where does it feel inherited or imposed?
Which identity position do I aim to strengthen as I progress?
What is one deliberate change I can implement in my next unit to develop my assessment identity?