3.1.4 · 35–55 minutes · investigate, calculate, discuss, review

What you will learn

  • Represent a strong counterargument accurately.
  • Weight evidence rather than split space equally.
  • Identify evidence that distinguishes competing explanations.

3.1 · The Investment Case

The Investment Case

Two lenses examine competing evidence and assumptions.

The Investment Case · the work you will do

  1. 1Check the evidence
  2. 2Build the opposing case
  3. 3Test what matters
  4. 4Reach a judgement

Before you begin

One analyst says DailyCup’s new outlet proves strong demand. Another says launch discounts explain the queues. How could both move beyond a debate of opinions?

Record your first answer before continuing.

Video coming soon · about 3 minutes

Build the Opposing Case

Use the narration below while the recording is being made, then try the decisions in this lesson.

Read the full narration

Welcome to On Judgement. One analyst says DailyCup’s new outlet proves strong demand. Another says launch discounts explain the queues. How could both move beyond a debate of opinions? Take a first view. You can change it when you have considered the evidence.

Find the assumption whose failure would most affect the conclusion. A strong objection explains a plausible mechanism and points to relevant evidence. “I do not like the founder” is weaker than a question about repeat demand after subsidies end. Represent the opposing view in a form its supporter would recognise before responding. That makes the investment case more useful, not less confident.

A balanced judgement treats credible alternatives fairly and weighs their support and decision impact. It does not require giving an unsupported rumour as much space as a reconciled ledger. Nor does it require ending exactly halfway between two targets. Explain why one concern is decisive and another is currently less important. The conclusion can favour one option strongly when the evidence justifies it.

Bull and bear cases can both explain a crowded launch. Follow customers after discounts, measure realised prices and contribution, compare comparable cohorts and inspect retention. Ask what each explanation predicts that the other does not. A useful test is not “find another positive article”; it is an observation that could change the relative strength of competing explanations.

Criticise the argument and assumptions rather than the speaker. Acknowledge what the other side gets right and ask precise questions. Changing a view after strong evidence is legitimate; retaining it can also be legitimate if the evidence is not material. Keep a record of the disputed fact, assumption or objective so a group can resolve the right disagreement.

Let's work through Volume versus profitable demand. A fictional launch outlet records 120,000 transactions at realised price £4.50, variable cost £3 and fixed costs £180,000. A mature comparison records 100,000 transactions at £5, the same variable cost and fixed costs £150,000. Other factors are excluded for this exercise. Pause here and try the calculation or reasoning before continuing.

Launch revenue=120,000×4.50=£540,000; contribution=120,000×1.50=£180,000; profit=£0. Mature revenue=£500,000; contribution=£200,000; profit=£50,000. The higher-volume launch has lower profit under these assumptions.

This is evidence against equating queues with profitable demand. It does not establish that the launch will never mature successfully; inspect cohorts, price normalisation and cost changes.

Now try the choices in this lesson. If your answer changes, identify the reason. Identify evidence that distinguishes competing explanations. Use the case activities to put the idea into your own words, and return to the evidence when more than one conclusion is defensible.

Challenge the assumption

Find the assumption whose failure would most affect the conclusion. A strong objection explains a plausible mechanism and points to relevant evidence. “I do not like the founder” is weaker than a question about repeat demand after subsidies end. Represent the opposing view in a form its supporter would recognise before responding. That makes the investment case more useful, not less confident.

Check your understanding · choose one

A strong objection should attack…

Correct. Focus on the mechanism affecting the decision.

Reconsider this choice. Focus on the mechanism affecting the decision. Try another answer.

Balance is not equal weight

A balanced judgement treats credible alternatives fairly and weighs their support and decision impact. It does not require giving an unsupported rumour as much space as a reconciled ledger. Nor does it require ending exactly halfway between two targets. Explain why one concern is decisive and another is currently less important. The conclusion can favour one option strongly when the evidence justifies it.

Check your understanding · choose one

Balanced evaluation means…

Correct. Importance and evidence determine weight.

Reconsider this choice. Importance and evidence determine weight. Try another answer.

Choose discriminating evidence

Bull and bear cases can both explain a crowded launch. Follow customers after discounts, measure realised prices and contribution, compare comparable cohorts and inspect retention. Ask what each explanation predicts that the other does not. A useful test is not “find another positive article”; it is an observation that could change the relative strength of competing explanations.

Check your understanding · choose one

The best next evidence tests…

Correct. It should distinguish, not merely repeat, the cases.

Reconsider this choice. It should distinguish, not merely repeat, the cases. Try another answer.

Disagree constructively

Criticise the argument and assumptions rather than the speaker. Acknowledge what the other side gets right and ask precise questions. Changing a view after strong evidence is legitimate; retaining it can also be legitimate if the evidence is not material. Keep a record of the disputed fact, assumption or objective so a group can resolve the right disagreement.

Check your understanding · choose one

A crowd at launch establishes…

Correct. Future paid retention remains uncertain.

Reconsider this choice. Future paid retention remains uncertain. Try another answer.

Volume versus profitable demand

More sales can mean less profit

More sales can mean less profitLaunch revenue540kMature revenue500kLaunch profit0kMature profit50k
£ thousands. Use the stated price, variable cost and fixed costs for each outlet.

Which comparison challenges the claim that greater transaction volume makes the launch superior?

A fictional launch outlet records 120,000 transactions at realised price £4.50, variable cost £3 and fixed costs £180,000. A mature comparison records 100,000 transactions at £5, the same variable cost and fixed costs £150,000. Other factors are excluded for this exercise.

  1. Launch revenue=120,000×4.50=£540,000; contribution=120,000×1.50=£180,000; profit=£0.
  2. Mature revenue=£500,000; contribution=£200,000; profit=£50,000.
  3. The higher-volume launch has lower profit under these assumptions.

This is evidence against equating queues with profitable demand. It does not establish that the launch will never mature successfully; inspect cohorts, price normalisation and cost changes.

Put it into practice

1. Steelman both views

Write the strongest credible expansion case and the strongest credible challenge in 80 words each.

Write your response in your workbook before opening feedback.

Compare with a model response

Expansion may demonstrate reachable demand and future scale; the challenge is that promotional volume may not support mature contribution. Both should state assumptions and what the observed launch data can establish.

2. Write the deciding test

Specify a metric and period that could distinguish durable demand from subsidy-led volume.

Write your response in your workbook before opening feedback.

Compare with a model response

Measure repeat paid visits and contribution after promotion expiry for a defined cohort, over a stated period, against a suitable comparison. Include refunds and realised prices.

3. Weight objections

Start with a choice · choose one

Which objection deserves evidence checking before an anonymous insult?

Correct. Prioritise material evidence and causal relevance. An insult contributes no business mechanism.

Reconsider this choice. Prioritise material evidence and causal relevance. An insult contributes no business mechanism. Try another answer.

Rank a reconciled margin shortfall, an anonymous insult and a relevant competitor price cut for further analysis.

Write your response in your workbook before opening feedback.

Compare with a model response

The margin shortfall is direct economic evidence; a verified competitor price cut may affect durability. An insult is not an investment mechanism. Rank by evidence and materiality, not whether the claim supports your preference.

Jargon buster

Counterargument

A credible challenge to the conclusion or a material assumption.

Steelman

A fair, strong representation of an opposing argument.

False balance

Treating views as equally supported despite unequal evidence.

Discriminating evidence

An observation that helps distinguish competing explanations.

Material assumption

An input capable of changing the decision meaningfully.

Rebuttal

An evidence-based response to a specific objection.

Knowledge check

Make each choice on the page. Feedback explains the reasoning. Use Try again after revisiting an idea.

Check your understanding · choose one

Launch profit here is…

Correct. 120,000×1.50−180,000 =0.

Reconsider this choice. 120,000×1.50−180,000 =0. Try another answer.

AQA connection and further reading

AQA 7138: AO 2 application, AO 3 analysis and AO 4 evaluation (4.2), with command-word practice (4.4). Case connections include 3.1.4 finance, 3.3.3 strategy and 3.3.4 uncertainty. These original investing tasks and rubrics are not official AQA questions or mark schemes.

AQA 7138 specification
Primary curriculum reference; links and original classroom rubrics are interpretive, not endorsement.

Sarah Ivory · public course outline
Public outline only: quality arguments, evidence and guided practice informed the pedagogy. No paid course content accessed or reproduced.

Take forward

Represent a strong counterargument accurately. Weight evidence rather than split space equally. Identify evidence that distinguishes competing explanations.