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Benefit, risk and uncertainty: read the numbers

Learning objective

Calculate outcome percentages and use both benefits and risks to qualify a conclusion.

40 minutes · one route · start from what you show today. Point, speak, sign, draw, write or direct an adult. An adult may read or scribe your exact words. Choose one route; do not complete all three.

Arrival

LAUNCH · GCSE BIOLOGY FOUNDATION · W11 · LESSON 2 · 4 MINUTES

Four clues to start

Supported · 4 questions

1. Fraction

What fraction of 20 is 12?

Help beside the question
Read or point first. Write count over total.

Answer guidance

12/20, equivalent to 3/5.

2. Percent

Convert 12/20 to a percentage.

Help beside the question
Read or point first. Divide then multiply by 100.

Answer guidance

60%.

3. Risk

In a group of 20, 4 report an adverse event. What percentage is this?

Help beside the question
Read or point first. 4 ÷ 20 × 100.

Answer guidance

20%.

4. Limits

Why does an eight-week study leave uncertainty?

Help beside the question
Read or point first. Consider effects that happen later.

Answer guidance

It cannot establish longer-term benefits or harms.

Standard · 4 questions

1. Fraction

What fraction of 20 is 12?

Help beside the question
Write count over total.

Answer guidance

12/20, equivalent to 3/5.

2. Percent

Convert 12/20 to a percentage.

Help beside the question
Divide then multiply by 100.

Answer guidance

60%.

3. Risk

In a group of 20, 4 report an adverse event. What percentage is this?

Help beside the question
4 ÷ 20 × 100.

Answer guidance

20%.

4. Limits

Why does an eight-week study leave uncertainty?

Help beside the question
Consider effects that happen later.

Answer guidance

It cannot establish longer-term benefits or harms.

Stretch · 4 questions

1. Fraction

What fraction of 20 is 12?

Help beside the question
Write count over total.

Answer guidance

12/20, equivalent to 3/5.

2. Percent

Convert 12/20 to a percentage.

Help beside the question
Divide then multiply by 100.

Answer guidance

60%.

3. Risk

In a group of 20, 4 report an adverse event. What percentage is this?

Help beside the question
4 ÷ 20 × 100.

Answer guidance

20%.

4. Limits

Why does an eight-week study leave uncertainty? Give a reason.

Help beside the question
Consider effects that happen later.

Answer guidance

It cannot establish longer-term benefits or harms. Accept a scientifically correct reason that uses the relevant model or evidence.

Starter

LAUNCH · GCSE BIOLOGY FOUNDATION · W11 · LESSON 2 · 4 MINUTES

Choose a first idea

Which comparison uses the data fairly?

Think or discuss first. No answer chosen yet.

I do

LAUNCH · GCSE BIOLOGY FOUNDATION · W11 · LESSON 2 · 5 MINUTES

Watch the model

Simulated study: treatment and comparison groupsSIMULATED STUDY • invented teaching dataImprovementTreatment • n = 20✓✓✓✓✓✓✓✓✓✓✓✓12/20 improved60%Comparison • n = 20✓✓✓✓✓✓6/20 improved30%

In a simulated study, did more people improve in the treatment group than in the comparison group?

Worked explanation · reveal after thinking

The 20-person groups and all outcomes are simulated for arithmetic and evaluation. Improvement and adverse events may occur in the same person. They are not mutually exclusive outcomes. Do not diagnose, recommend treatment, ask for family histories or require pupils to disclose a personal ethical view.

32-second silent captioned explainer · optional

No sound or autoplay. Use instead of part of the modelling time, not as an extra activity.

Full transcript

Ask a bounded question. In a simulated study, did more people improve in the treatment group than in the comparison group?

Read the denominator. Twelve of twenty improved in the treatment group. Six of twenty improved in the comparison group.

Check possible harm. Four of twenty had an adverse event in the treatment group; one of twenty in the comparison group.

Keep limits visible. The groups are small and follow-up lasts eight weeks. These invented data do not establish long-term safety or a cure.

We do

LAUNCH · GCSE BIOLOGY FOUNDATION · W11 · LESSON 2 · 5 MINUTES

Sort using the evidence

Choose a card, then choose a group. Explain one placement using its clue.

Drag, or use Tab and Enter to select a card and its group. Pointing or adult-directed placement works too.

Benefit evidence

Risk evidence

Uncertainty

Choose a card first.

Read the card clues

12/20 improved with treatment: 60% improved in the simulated treatment group.

6/20 improved in comparison: 30% improved in the simulated comparison group.

4/20 had an adverse event with treatment: 20% recorded an adverse event.

1/20 had an adverse event in comparison: 5% recorded an adverse event.

Only 20 people in each group: Small groups may not represent the wider population.

Follow-up lasted eight weeks: Later effects are unknown.

Would a small change help? · optional

Ask the lesson teacher for clearer labels, fewer cards, reading help, an adult-directed model or more thinking time. Your teacher will explain what can change, try it and check its effect. Ask privately or pass; no extra form is needed.

Group explanations · reveal after sorting

12/20 improved with treatment → Benefit evidence. 60% improved in the simulated treatment group.

6/20 improved in comparison → Benefit evidence. 30% improved in the simulated comparison group.

4/20 had an adverse event with treatment → Risk evidence. 20% recorded an adverse event.

1/20 had an adverse event in comparison → Risk evidence. 5% recorded an adverse event.

Only 20 people in each group → Uncertainty. Small groups may not represent the wider population.

Follow-up lasted eight weeks → Uncertainty. Later effects are unknown.

I do 2

LAUNCH · GCSE BIOLOGY FOUNDATION · W11 · LESSON 2 · 4 MINUTES

Work through one example

Worked example

In another simulated group, 3 of 12 people report an event. Calculate the percentage.

Step 1

Use the group total as the denominator: 3/12.

Step 2

Divide: 3 ÷ 12 = 0.25.

Step 3

Multiply by 100: 25%.

Step 4

State the measured outcome and group; do not call it a cure rate.

We do 2

LAUNCH · GCSE BIOLOGY FOUNDATION · W11 · LESSON 2 · 4 MINUTES

A simulated study — not medical evidence

Calculate each percentage. Compare groups. Do not add improvement and adverse-event percentages: the outcomes can overlap.

GroupTotalImprovedAdverse event
Treatment20124
Comparison2061

Percentage working

Enter a count and the total in its group. This calculator checks arithmetic only, not a medical claim.

Count ÷ total × 100.

Ethics reading and contrasting considerations

Embryonic stem-cell research can involve using early embryos; views differ about their moral status and the acceptability of using them for possible health benefits. Informed consent, fairness and careful evidence matter. Adult stem cells avoid that particular embryo-source concern but usually have more limited potential. You may explain contrasting arguments without stating a personal belief.

Worked explanation · reveal after thinking

Treatment: 60% improved; 20% adverse event. Comparison: 30% improved; 5% adverse event. Differences: 30 percentage points in improvement and 15 percentage points in adverse events. Group size and eight-week follow-up limit conclusions.

Independent

LAUNCH · GCSE BIOLOGY FOUNDATION · W11 · LESSON 2 · 10 MINUTES

Show your understanding

Supported · choose one route

1. Calculate

Work out all four outcome percentages.

For each outcome, copy count ___ and total ___. Divide count by total, then multiply by 100.

2. Compare

Give one numerical benefit comparison and one numerical harm comparison.

Use: improvement was ___% versus ___%. Harm was ___% versus ___%. Keep the outcomes separate.

3. Qualify

Give two limitations and a cautious conclusion.

Use group size and follow-up as two limits. Explain each uncertainty, then give a cautious conclusion.

Standard · choose one route

1. Calculate

Work out all four outcome percentages.

Count ÷ group total × 100.

2. Compare

Give one numerical benefit comparison and one numerical harm comparison.

Keep percentage points distinct from percent change.

3. Qualify

Give two limitations and a cautious conclusion.

Use small groups and short follow-up.

Stretch · choose one route

1. Calculate

Work out all four outcome percentages.

Count ÷ group total × 100.

2. Compare

Give one numerical benefit comparison and one numerical harm comparison.

Keep percentage points distinct from percent change.

3. Explain overlap

Why is 60% + 20% not a useful “success score” for the treatment?

Could one person occur in both counts?

Exit

LAUNCH · GCSE BIOLOGY FOUNDATION · W11 · LESSON 2 · 4 MINUTES

Two small checks

Supported · 2 questions

1. Calculate

6 of 20 improved in the comparison group. Calculate the percentage.

Help beside the question
6 ÷ 20 × 100. Write: working ___; answer ___; unit or percent ___.

Answer guidance

30%.

2. Balance

State one benefit pattern and one safety concern from the data.

Help beside the question
Use: my answer is ___ because ___. Point to a model or card first. Use a value for each.

Answer guidance

Improvement was 60% versus 30%, but adverse events were 20% versus 5% in treatment versus comparison groups.

Standard · 2 questions

1. Calculate

6 of 20 improved in the comparison group. Calculate the percentage.

Help beside the question
6 ÷ 20 × 100.

Answer guidance

30%.

2. Balance

State one benefit pattern and one safety concern from the data.

Help beside the question
Use a value for each.

Answer guidance

Improvement was 60% versus 30%, but adverse events were 20% versus 5% in treatment versus comparison groups.

Stretch · 2 questions

1. Calculate

6 of 20 improved in the comparison group. Calculate the percentage.

Help beside the question
6 ÷ 20 × 100.

Answer guidance

30%.

2. Explain overlap

Why is 60% + 20% not a useful “success score” for the treatment?

Help beside the question
Could one person occur in both counts?

Answer guidance

Improvement and adverse events are different, potentially overlapping outcomes. Adding them double-counts some people and combines benefit with harm without a valid definition.

Keep one useful science explanation. No additional participation record is required.

Use your book OR one ticket. Show your explanation with the supplied evidence. Say it, write it, draw it, sign it, choose it or show it; an adult can scribe it.

Plan: investigate how pH affects amylase acting on starch. Iodine turns blue-black when starch is detected; it remains orange-brown when starch is not detected. Today is preparation for the later investigation; no reaction results have been collected.

1. Calculate

6 of 20 improved in the comparison group. Calculate the percentage.

Help beside the question
6 ÷ 20 × 100.

2. Balance

State one benefit pattern and one safety concern from the data.

Help beside the question
Use a value for each.

Choose a route. Think first, then check the answers together.

1. Fraction

What fraction of 20 is 12?

Help beside the question
Write count over total.

2. Percent

Convert 12/20 to a percentage.

Help beside the question
Divide then multiply by 100.

3. Risk

In a group of 20, 4 report an adverse event. What percentage is this?

Help beside the question
4 ÷ 20 × 100.

4. Limits

Why does an eight-week study leave uncertainty?

Help beside the question
Consider effects that happen later.

Pause

Take a quiet pause.

You can look away from the screen. Come back when you are ready.

The lesson and your work are still here. Close this box to return.

Cold Call

Give thinking time. Invite a response by voice, pointing or showing work. A pupil can pass; check in privately when useful.

Lesson tools

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Reading and motion

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Your work

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Staff and files

Open this week’s resources

Knowledge organiser

MADE BY MATT / LAUNCH SCIENCE

Knowledge organiser

LAUNCH · W11 · Lesson 2 · Shared resource

Learning objective

Calculate outcome percentages and use both benefits and risks to qualify a conclusion.

Simulated study: treatment and comparison groupsSIMULATED STUDY • invented teaching dataImprovementTreatment • n = 20✓✓✓✓✓✓✓✓✓✓✓✓12/20 improved60%Comparison • n = 20✓✓✓✓✓✓6/20 improved30%

Key words

Evidence — Observations or measurements used to support a claim.

Comparison group — A group used to help judge a treatment effect.

Benefit — A helpful outcome.

Risk — The possibility of harm.

Uncertainty — Something the evidence cannot yet establish.

Ethical judgement — A reasoned view about what ought to be done.

Remember

• Stem cell transplants are established for some blood conditions.

• A result in a dish is not proof of a safe treatment in people.

• Benefits, risks and ethical views are different kinds of consideration.

• Use group sizes, a comparison and follow-up before judging a claim.

Success looks like

• Calculate outcome percentages in both groups.

• Compare benefits and harms separately.

• Give a conclusion limited by sample size and follow-up.

W11_L2 · Pupil resource · unmarked

Word help

Evidence
Observations or measurements used to support a claim.
Comparison group
A group used to help judge a treatment effect.
Benefit
A helpful outcome.
Risk
The possibility of harm.
Uncertainty
Something the evidence cannot yet establish.
Ethical judgement
A reasoned view about what ought to be done.

TA Brief

Current stage

Current stage:

Preparation and safety

No biological samples are needed. Use cards, diagrams or an adult-directed model. Do not require cutting, standing, personal disclosure or physical contact.

Scientific care

The 20-person groups and all outcomes are simulated for arithmetic and evaluation. Improvement and adverse events may occur in the same person. They are not mutually exclusive outcomes. Do not diagnose, recommend treatment, ask for family histories or require pupils to disclose a personal ethical view.

Responsive feedback

During We do, the lesson teacher is the named audience. Offer one optional request: clearer labels, fewer cards, reading help, adult-directed handling or more thinking time. Explain what can change, try it and check its effect. Passing or asking privately is valid. No compulsory form or written conversion of speech. Do not infer school marking codes from clicks, saved answers or a completed box.

Sources

Original Made by Matt lesson

Pearson Edexcel GCSE Biology 1BI0 specification, Issue 4 (March 2024)

NHS: Stem cell or bone marrow transplant complications; reviewed 7 May 2026

HFEA: Donating to research; consent, use of embryos and oversight

Checked 16 September 2026. A local rebuilt review edition; the live website and repositories are unchanged.

Made by Matt