Learners ages 14+ practicing independently; adult-only transactions are studied as fictional future decisions.
Course 162 · Money course 33
Test Biases in Money Decisions
Compare fictional money decisions, check the evidence for common biases, and retest a prewritten rule on changed cases.
Use the supplied fictional case; paper and a calculator are sufficient.
Practical Math and Data for Work and Training See everything you’ll needFree download · Original practice data · No external account required. Download the starter pack
An original financial decision-case comparison and rule test covering anchored prices, sunk costs, recurring charges and delayed spending with a prewritten decision rule.
Your project
Start with the practice files. Build your project one lesson at a time.
Practice files are free without an account. Sign in to save your project record in My Proof: a description, checklist, and optional work link. Keep the original files in your own app or notebook; saving a project record does not upload them.
- Get your materialsDownload practice filesSupplied practice cases, a blank working record, complete lesson instructions, and annotated worked examples.
- Make your projectView the project checklist Work in your own notebook, document, or software. Use the supplied practice examples when you prefer.
- Keep a private recordSave a project record Sign in to save a description and checklist, then return to update them.
Know the route before you begin.
Here’s what you’ll need and what you’ll make. You can return to this guide during any lesson.
- Use the supplied fictional case; paper and a calculator are sufficient.
- Recommended preparation: Practical Math and Data for Work and Training. Do not supply private financial documents.
Finish with proof you can use.
An original financial decision-case comparison and rule test covering anchored prices, sunk costs, recurring charges and delayed spending with a prewritten decision rule.
Save a project record in My ProofSee project checklist and review criteria
Keep your working files in your own notebook or software. Save a private description, checklist, and work link in My Proof.
What to include
- A controlled price-anchor comparison and choice explanation.
- A sunk/avoidable cost decision table.
- A twelve-month price comparison and crossover calculation.
- A dated value-comparison record and access-constraint note.
- A framed-choice comparison with explicit design limitations.
- A complete financial decision-case comparison and rule-retest log.
Review and revise
Use these criteria to check your work and choose what to improve.
- All supplied records reconcile and the decision uses the named case rules.
- Calculations show units, intermediate values and a second check.
- Changed-input practice revises the affected result and identifies uncertainty.
- The final project combines six lesson records, separates fictional assumptions from current rules, and states a supported next step.
Three ideas to help you along the way
The rules behind the steps.
Trace the money
For test biases in money decisions, keep the source amount, transformation and resulting balance together.
Keep the assumption visible
Use the stated rate, date, permission and case rule; a real arrangement can produce a different result.
Test the decision
Use a changed input and a clear stop or review condition before turning this practice into an action.
What do these words mean?
Key terms worth knowing.
- Anchor
- An initial reference that can influence comparison despite limited relevance.
- Sunk cost
- A past cost that cannot be recovered or changed by the present alternatives.
- Comparison horizon
- The period across which costs or values are compared.
- Framing
- Presenting equivalent quantities in different descriptions.
6 lessons.
One useful project.
Work in order the first time. Each lesson makes something the next lesson can use.
- 1Up next
Expose a price anchor with an independent comparison
Compare equivalent current offers while separately recording an advertised reference price.
- 27 min
Separate sunk cost from a new spending choice
Identify an unrecoverable cost and calculate only the future difference between alternatives.
- 38 min
Compare recurring and one-time prices on the same horizon
Compare equivalent recurring and one-time charges over a fixed horizon.
- 49 min
Test immediate and delayed financial value
Compare immediate and delayed amounts with a stated hypothetical time-value rate.
- 59 min
Measure a framed choice without claiming a causal trial
Calculate a financial-choice contrast and distinguish descriptive evidence from causation.
- 611 min
Write and retest a financial decision rule
Apply a prewritten money-choice rule to anchor and recurring-cost retest cases.
Tools to help you practice.
Test Biases in Money Decisions practice files
Supplied practice cases, a blank working record, complete lesson instructions, and annotated worked examples.
Your course project worksheet
A downloadable text worksheet with each lesson’s working output, space for your answers, and the shared final-project checklist. Save your own copy.
Sources and further study.
Explore the references behind the lessons and take your learning further. Source notes explain access and reuse.
Source & access notes · checked 2026-10-01
Official page opened/read during Money expansion authoring; checked the relevant concept and access state. These sources do not establish funding eligibility.
Access: Official resource page and its readable overview/transcript inspected; no external LMS lesson or media playback is claimed.
Reuse: Original fictional practice, questions and calculations; paraphrased concepts with a source link. No source exercise copied.
Source & access notes · checked 2026-10-01
Official page opened/read during Money expansion authoring; checked the relevant concept and access state. These sources do not establish funding eligibility.
Access: Readable official webpage inspected with the web reader on 2026-10-01. No interactive-tool operation is claimed.
Reuse: Original fictional practice, questions and calculations; paraphrased concepts with a source link. No source exercise copied.
Source & access notes · checked 2026-10-01
Official page opened/read during Money expansion authoring; checked the relevant concept and access state. These sources do not establish funding eligibility.
Access: Official resource page and its readable overview/transcript inspected; no external LMS lesson or media playback is claimed.
Reuse: Original fictional practice, questions and calculations; paraphrased concepts with a source link. No source exercise copied.
Source & access notes · checked 2026-10-01
Official page opened/read during Money expansion authoring; checked the relevant concept and access state. These sources do not establish funding eligibility.
Access: Official resource page and its readable overview/transcript inspected; no external LMS lesson or media playback is claimed.
Reuse: Original fictional practice, questions and calculations; paraphrased concepts with a source link. No source exercise copied.
Start with the first useful move.
You’ll always know what to do, what to make, and where to go next.
Potential collaboration: Financial education, community learning and work-readiness programs; no established sponsorship is claimed.
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