Assessment for Learning MOOC’s Updates
Evaluating What we Do in Education
Evaluation is essential because education is a purposeful, value-laden activity: we are trying to bring about particular kinds of learning, development, and social outcomes. Without evaluation, we cannot know whether our actions are working, for whom, or at what cost.
Key reasons include:
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Improving learning and teaching
Evaluation helps us determine whether instructional approaches, curricula, and assessments actually support student learning. It allows educators to refine practice rather than rely on intuition or tradition. -
Accountability and responsibility
Schools, universities, and governments invest significant public resources in education. Evaluation provides evidence that these resources are being used effectively and ethically. -
Equity and inclusion
Evaluation reveals who benefits and who is left behind. Without systematic evaluation, inequities in outcomes, access, or assessment practices can remain hidden. -
Informed decision-making
Policy changes, curriculum reforms, and adoption of technologies require evidence. Evaluation reduces the risk of scaling ineffective or harmful practices. -
Professional learning
For educators, evaluation supports reflective practice. It turns teaching into a learning profession where improvement is continuous and evidence-based.
How we evaluate most effectively
Effective evaluation is not just about collecting data; it is about asking the right questions, using appropriate methods, and acting on findings.
1. Start with clear purposes and criteria
Evaluation should be driven by explicit questions such as:
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What outcomes matter (knowledge, skills, attitudes, equity)?
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For whom are we evaluating (students, teachers, institutions)?
Clear criteria prevent evaluation from becoming vague or purely bureaucratic.
2. Use multiple forms of evidence
No single measure captures educational quality. Effective evaluation combines:
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Quantitative data (test scores, completion rates, learning analytics)
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Qualitative evidence (student work, interviews, classroom observation)
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Process data (how learning unfolds, not just final outcomes)
This triangulation strengthens validity and avoids overreliance on standardized testing.
3. Align evaluation with learning goals
Evaluation is most effective when aligned with what we value. If we value critical thinking, collaboration, or creativity, we must use methods that can capture those outcomes (e.g., performance tasks, portfolios), not just recall-based tests.
4. Emphasize formative evaluation
Formative evaluation—ongoing feedback used to improve practice—has greater impact than purely summative judgment. It supports:
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timely instructional adjustments
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student self-regulation
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continuous improvement rather than post-hoc blame
5. Attend to context and interpretation
Educational outcomes are shaped by social, cultural, and institutional contexts. Effective evaluation:
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avoids simplistic causal claims
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considers learner diversity
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recognizes unintended consequences
Data must be interpreted professionally, not mechanically.
6. Use evidence ethically and transparently
Evaluation should be fair, explainable, and respectful:
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stakeholders should understand how judgments are made
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data should not be used punitively or reductively
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ethical issues (privacy, bias, power) must be addressed explicitly
In summary
We evaluate in education because good intentions are not enough. Evaluation provides the evidence needed to improve learning, ensure equity, justify decisions, and support professional growth. We do it most effectively when evaluation is purposeful, multifaceted, aligned with educational values, formative in orientation, and used thoughtfully rather than mechanically.

