Source evaluation: A Practical Course with Miriam Ellison

Start with the purpose

Place Source evaluation inside a realistic task that requires knowledge, judgment, and reflection. Name the result a learner is trying to produce and the constraints that make the skill useful.

How Source evaluation actually works

These are the load-bearing ideas. Everything later in the course is an application of one of them, so it is worth reading slowly and returning to when something stops making sense.

• Understanding is built, not received. New material connects to what you already know, which is why examples and analogies work. Actively relating an idea to something familiar is what makes it stay.
• Retrieval strengthens memory more than review. Trying to recall something, even unsuccessfully, strengthens it more than rereading. This is one of the most replicated findings in learning research.
• Spacing beats cramming for anything you must keep. The same total practice spread over days produces far better long-term retention than one long session. Cramming works for tomorrow and fails within a fortnight.

Misconceptions worth clearing early

Each of these is common, understandable, and expensive to leave in place. Recognising them now saves rework later.

• Rereading and mistaking familiarity for knowledge. Fluent text feels like understood text. Fix: Close the material and write what you remember, then check what was missing.
• Studying only what already feels comfortable. Progress on easy material feels rewarding. Fix: Spend most time where you make errors; that is where learning happens.
• Practising in one long block before a deadline. It fits how deadlines feel. Fix: Spread the same time across several days, which costs nothing extra and retains far more.

Build the mental model

Connect the key terms as a process rather than a word list. Use this sequence: build a clear model, practice one step at a time, apply it, review the result, and revise.

Catch the common miss

Compare a surface-level attempt with one that shows accurate ideas, purposeful choices, a usable result, and specific reflection. Explain the single difference that matters most.

Watch the whole process

Trace a model from the initial prompt to an applied portfolio and reflection. Mark each point where the learner must observe, choose, or verify rather than act automatically.

The method, one step at a time

This is the working sequence experienced practitioners follow. Do it in order the first few times, even where a step feels unnecessary.

1. Build a clear model
2. Practice one step at a time
3. Apply it
4. Review the result
5. Revise

The order matters: each step produces the information the next one needs.

Where this usually goes wrong

Watch for these while you work through the demonstration rather than afterwards.

• Rereading and mistaking familiarity for knowledge. Fluent text feels like understood text. Fix: Close the material and write what you remember, then check what was missing.
• Studying only what already feels comfortable. Progress on easy material feels rewarding. Fix: Spend most time where you make errors; that is where learning happens.
• Practising in one long block before a deadline. It fits how deadlines feel. Fix: Spread the same time across several days, which costs nothing extra and retains far more.

Practice with scaffolding

Repeat the model with one detail changed. Keep the prompts visible and say or write the reason for each choice before continuing.

Check before feedback

Use accurate ideas, purposeful choices, a usable result, and specific reflection as the quality test. Make one self-correction before asking the tutor to review the result.

Read the situation

Translate the scenario into a clear task. Separate facts, assumptions, constraints, and information that is interesting but not relevant to Research notes.

Choosing well under real constraints

Applied work is mostly judgement under limits: less time, less information, and more competing goals than a textbook example allows. These are the decision rules that hold up in practice.

• You have limited study time: Test yourself rather than review; retrieval gives more return per minute.
• Something is not making sense: Find a concrete example or a simpler version before rereading the explanation again.
• You need this knowledge long term: Schedule two or three spaced reviews now, while the material is still fresh.

Reading the situation before acting

Before choosing an approach, state three things explicitly: what result the situation actually requires, which constraints are fixed rather than preferences, and what evidence would tell you the approach is working. Skipping this step is the most common reason competent work solves the wrong problem.

• Understanding is built, not received. New material connects to what you already know, which is why examples and analogies work. Actively relating an idea to something familiar is what makes it stay.

Compare real options

Generate two workable approaches and test both against the purpose. Do not hide the tradeoff; name what each option improves and what it gives up.

Make the reasoning visible

Produce an applied portfolio and reflection and attach a short decision note. The note should make the result auditable, not merely confident.

Use the rubric, not a feeling

Review the work for accurate ideas, purposeful choices, a usable result, and specific reflection. Record evidence for each judgment so feedback points to something observable.

Diagnostic checklist

Run this before you revise anything. Diagnosing first prevents the common failure of polishing the parts that were already fine.

• Check: Rereading and mistaking familiarity for knowledge — is this present in your work?
• Check: Studying only what already feels comfortable — is this present in your work?
• Check: Practising in one long block before a deadline — is this present in your work?

The quality bar

This is what finished work looks like in this field. Use it as the standard for your revision rather than a general sense of improvement.

• You can explain the idea without notes, in your own words
• You can apply it to a situation different from the one it was taught in
• You can name what you still find unclear

Diagnose before editing

Name the symptom, then ask what decision or missing step produced it. Choose the cause you can address rather than changing everything at once.

Revise and compare

Make one purposeful revision and compare the two versions. Keep the change only if it improves the intended result without creating a larger problem.

Define a finishable brief

Choose a specific audience, result, and boundary for the Essay planning capstone. Reduce scope until the project can be finished and reviewed in one focused cycle.

Bringing the parts together

A capstone is judged on coherence, not on the number of techniques it includes. Return to the core ideas and make sure the work demonstrates them rather than decorating them.

• Structure follows the argument. An essay body is organised by claims, not by sources, so each paragraph should advance one contestable point rather than summarise one reading. Reverse-outlining a draft by writing each paragraph's claim in the margin exposes the paragraphs that only report.
• The Toulmin components. Toulmin analysed arguments into claim, grounds, warrant, backing, qualifier and rebuttal, where the warrant is the unstated assumption linking evidence to claim. Most weak essays fail at the warrant: the evidence is real, but the reason it supports the claim is never stated.
• Introductions do three jobs. A working academic introduction names the problem, states the position, and signals the route through it. The hook is optional; the stated problem is not, because without one the reader has no reason to want the answer.

Standards that make the work credible

These are the marks of work that would be taken seriously by someone who does this professionally.

• You can explain the idea without notes, in your own words
• You can apply it to a situation different from the one it was taught in
• You can name what you still find unclear

Practitioner notes

Small pieces of working knowledge that rarely appear in introductory material.

• Write the introduction last. You cannot introduce an argument you have not finished discovering, and the drafted body will tell you what the essay actually claims.
• Read the draft aloud at speaking pace. The sentences you stumble over are usually the ones where the logic, not the grammar, has gone wrong.

Build with checkpoints

Plan foundation, first draft, verification, and revision milestones. At each checkpoint, save evidence instead of relying on memory.

Present and continue

Present an applied portfolio and reflection with a concise rationale. Use the final rubric to choose one strength to retain and one next practice target.