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Year 11 · Statistics · 18 min

Comparing two or more groups

Compare groups using common scales and evidence about centre and spread.

01 / LEARN

The idea, step by step

Make comparisons fair

Use the same variable, units and collection conditions for each group. Graphs should share a numerical scale. State sample sizes and selection methods; volunteer data and a class census may support different conclusions.

Compare shape, centre, spread and unusual observations. Explain the context: shorter waiting times may be desirable, whereas higher test scores may be desirable.

Support the sentence with numbers

A strong sentence identifies groups and evidence: B’s median wait was 9 min versus A’s 13 min, and B’s IQR was 4 min versus 8 min. This describes B as typically faster and more consistent for those observations.

Do not claim a method caused the difference unless the design supports it. Overlapping distributions mean a better group median does not imply a better value for every individual.

A common trap

Largest range always means the worst group.

Instead: Desirability depends on context, and range is sensitive to extremes.

02 / WORKED EXAMPLES

See the thinking

Example 1

Compare service

A median 13/IQR 8; B median 9/IQR 4, all minutes. Compare.

  1. B median is 4 min lower.
  2. B middle-half spread is 4 min smaller.
  3. Limit the comparison to measured visits.
B was typically faster and its middle half was more consistent.
Example 2

Group and individual

A median score 72; B median 68, with overlapping ranges. Must every A score be higher?

  1. Medians describe middle positions.
  2. Overlap allows individual orderings to reverse.
No; higher typical score does not order all individuals.

Check your understanding

Equal medians; IQRs 3 and 9. Which is tighter centrally?

Show answer

IQR 3 group.

Its middle half spans less.

03 / WORKSHEET

Your turn

6 questions · 12 marks · Work at your own pace.

Read the questions online
  1. Scores A median 25/IQR 6; B median 29/IQR 10. Compare.
    2 marks
  2. Why should two travel histograms share a horizontal scale?
    2 marks
  3. Compare one class before exams with another during holidays. Name a limitation.
    2 marks
  4. Groups have means 10, 12 and SDs 4, 1. Compare.
    2 marks
  5. Does a random sample of 80 necessarily give a closer mean than a sample of 8?
    2 marks
  6. A report says only “A is better”. Improve the approach.
    2 marks
Read the worked solutions

Equivalent correct methods earn the corresponding marks. Include units where asked.

  1. Scores A median 25/IQR 6; B median 29/IQR 10. Compare.
    2 marks

    Use centre and spread separately.

    B has median 4 points higher but wider middle-half spread.
  2. Why should two travel histograms share a horizontal scale?
    2 marks

    The same minutes should occupy the same width.

    Otherwise equal time differences can appear different.
  3. Compare one class before exams with another during holidays. Name a limitation.
    2 marks

    Use comparable periods or qualify the inference.

    Time conditions differ and may affect sleep/study observations.
  4. Groups have means 10, 12 and SDs 4, 1. Compare.
    2 marks

    The SD comparison is not a sample-size statement.

    Second group has higher mean and tighter concentration around it.
  5. Does a random sample of 80 necessarily give a closer mean than a sample of 8?
    2 marks

    Larger samples generally reduce random variation but cannot guarantee exactness.

    No, not for every realised sample.
  6. A report says only “A is better”. Improve the approach.
    2 marks

    A value judgement needs a defined criterion and evidence.

    Name the outcome and compare specific medians/IQRs or justified summaries.
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Outliers and fair conclusions

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Curriculum reference & lesson scope

SACE Board of South Australia

Stage 1 General Mathematics: statistical investigation, univariate data, sampling, displays, summaries and interpretation.

Official curriculum source ↗
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