Comparison matrix thinking organizes alternatives against the same criteria so the learner can scan differences, trade-offs, strengths, weaknesses, and fit without holding every detail in memory.
| Criteria | A | B | C |
|---|---|---|---|
| Cost | $$ | $ | $$$ |
| Speed | High | Med | High |
| Risk | Low | Med | Low |
Complete 12 of 24 practices (50%) and enter your name to unlock the Certificate of Participation.
Matrices reduce memory load by placing alternatives against the same visible criteria.
Compare on the same dimensions • Make differences visible • Reduce back-and-forth reading
| A | B | |
|---|---|---|
| Cost | $ | $$ |
| Speed | Fast | Med |
OPTIONS × CRITERIA = VISIBLE DIFFERENCESCompare on the same dimensions
| Criterion 1 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 2 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 3 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
A matrix is only useful when the learner knows what comparison is trying to answer.
State the comparison goal • Limit to relevant alternatives • Avoid comparing unrelated things
QUESTION → OPTIONS → CRITERIAState the comparison goal
| Criterion 4 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 5 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 6 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
Criteria should matter to the learner and help distinguish the options.
Use decision-relevant criteria • Define ambiguous criteria • Avoid redundant criteria
| Criterion | A | B |
|---|---|---|
| Security | High | Med |
| Ease | Med | High |
RELEVANT CRITERIA → USEFUL CONTRASTUse decision-relevant criteria
| Criterion 7 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 8 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 9 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
Rows become trustworthy when values mean the same thing across every option.
Use the same unit • Use the same rating scale • Show unknown values honestly
| Cost | A | B |
|---|---|---|
| USD/month | $20 | $35 |
CONSISTENT SCALE = FAIR COMPARISONUse the same unit
| Criterion 10 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 11 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 12 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
Good matrices reveal that one option can be stronger on one criterion and weaker on another.
Avoid hiding disadvantages • Use visual emphasis carefully • Distinguish must-have from nice-to-have
| A | B | |
|---|---|---|
| Speed | ✓ High | Med |
| Control | Med | ✓ High |
STRENGTHS ↔ WEAKNESSES → TRADE-OFFAvoid hiding disadvantages
| Criterion 13 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 14 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 15 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
Color, icons, and alignment can help the eye find patterns without replacing the underlying evidence.
Highlight meaningful patterns • Keep the raw value visible • Use exceptions to prompt questions
| A | B | C | |
|---|---|---|---|
| Risk | Low | High | Low |
PATTERN → EXCEPTION → QUESTIONHighlight meaningful patterns
| Criterion 16 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 17 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 18 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
Matrices fail when criteria change by column, scoring is vague, or visual emphasis creates a hidden winner.
Audit criteria consistency • Audit scales • Remove decorative bias
AUDIT OPTIONS → CRITERIA → SCALE → EVIDENCEAudit criteria consistency
| Criterion 19 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 20 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 21 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
The matrix should support judgment, not make the judgment invisibly for the learner.
Ask which criteria matter most • Discuss trade-offs • Document the reasoning
| A | B | |
|---|---|---|
| Must-have | Yes | No |
| Cost | High | Low |
COMPARE → DISCUSS → DECIDE → EXPLAINAsk which criteria matter most
| Criterion 22 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 23 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
| Criterion 24 | A | B |
|---|---|---|
| Fit | High | Med |
| Risk | Low | High |
Explain the method in your own words, then open each answer. The 24 interactive practices above drive certificate progress.
To make structure and meaning easier to see and use.
Because learners understand a visual method better when they repeatedly see the method in use.
The learning goal, not decoration for its own sake.
Contrast makes the design principle easier to recognize.
When the learner can recognize the pattern and apply it to a new case.
Complete at least 12 of the 24 practice cases (50%) and enter your name.
This Article-Training follows the series rule: teach the visual method, show real samples of it, practice with visual samples, and apply the method to realistic learning situations.