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Worked examples

A spread of the maths skills examined across Edexcel A (SNAB) Papers 1–3: the Student’s t-test, Spearman’s rank correlation and chi-squared, the Hardy–Weinberg equation, the SNAB index of diversity, standard deviation, magnification, the volume of a sphere, the temperature coefficient Q₁₀ and percentage change. Click any example to expand the full method. Video walk-throughs are being added.

1

The Student’s t-test — calculating t

Paper 3 (A2), June 2017, Q4(b)(iv)
Statistics3 marks

Brine-shrimp lengths were compared for two salt solutions. Means: x̄₁ = 1.102 mm (3%) and x̄₂ = 0.949 mm (5%); variances s₁² = 0.0059 and s₂² = 0.0054; n = 10. Using t = (x̄₁ − x̄₂) ÷ √[(s₁² + s₂²) ÷ n], calculate the value of t.

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The method

  1. Top line — difference between the means: 1.102 − 0.949 = 0.153
  2. Bottom line — add the variances, ÷ n, then square-root the whole bracket: (0.0059 + 0.0054) ÷ 10 = 0.00113 √0.00113 = 0.0336
  3. Divide top by bottom for t: t = 0.153 ÷ 0.0336 = 4.55
Answer: t = 4.55 (accept 4.55–4.554). With df = (10−1) + (10−1) = 18, this far exceeds the 5% critical value, so the difference between the two means is significant.
Build it in two halves: the top line is just the difference of means (0.153); the bottom line is √[(s₁² + s₂²)/n]. The values given are already variances, so don’t square them again. Take the square root of the whole bracket before dividing, and don’t round until the very end.
2

Spearman’s rank correlation coefficient

Paper 3 (A2), June 2018, Q3(a)
Statistics8 marks

For seven blowfly species, two temperatures were ranked: the temperature for 50% larval survival and the temperature of sand chosen for pupation. The sum of the squared rank differences is Σd² = 34 and n = 7. Using rₛ = 1 − [6Σd² ÷ n(n² − 1)], calculate rₛ, then say whether the correlation is significant (critical value at n = 7 is 0.786).

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The method

  1. Numerator 6Σd²: 6 × 34 = 204
  2. Denominator n(n² − 1): 7 × (7² − 1) = 7 × 48 = 336
  3. Divide, then subtract from 1: 204 ÷ 336 = 0.607 rₛ = 1 − 0.607 = 0.393
  4. Compare with the critical value: 0.393 < 0.786 → not significant
Answer: rₛ = 0.393; since 0.393 is below the critical value 0.786 (n = 7, p = 0.05), there is no significant correlation between the two temperatures.
Spearman’s measures correlation between two ranked variables: rank each variable separately, find the rank difference d for each pair and square it, sum the d² column, then substitute. Here n(n²−1) = 7 × 48 = 336. The decision rule is the reverse of the t-test’s wording: rₛ below the critical value means the correlation is not significant.
3

Chi-squared — calculating χ² and concluding

Paper 3 (A2), June 2023, Q6(c)(ii)–(iii)
Statistics5 marks

A dihybrid zebrafish cross gave observed (O) and expected (E) numbers: stripes/long O = 270, E = 288; stripes/short O = 87, E = 96; spots/long O = 115, E = 96; spots/short O = 40, E = 32. Using χ² = Σ[(O − E)² ÷ E], calculate χ², then conclude using the critical value at 3 degrees of freedom (7.82).

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The method

  1. For each class, (O−E)² ÷ E: (270−288)²/288 = 324/288 = 1.125 (87−96)²/96 = 81/96 = 0.844 (115−96)²/96 = 361/96 = 3.760 (40−32)²/32 = 64/32 = 2.000
  2. Sum for χ²: 1.125 + 0.844 + 3.760 + 2.000 = 7.73
  3. Degrees of freedom = categories − 1: 4 − 1 = 3
  4. Compare with the critical value (3 df, p = 0.05): 7.73 < 7.82 → not significant
Answer: χ² = 7.73; df = 3; 7.73 is less than the critical value 7.82, so the results are not significantly different from expected — the two genes are inherited independently.
Lay the calculation out as a column table — (O−E), then (O−E)², then ÷E — and sum the last column. A sign error in O−E disappears when you square. Degrees of freedom = number of categories − 1 = 3. Decision rule: if χ² is smaller than the critical value, the difference is not significant. Quoting the exact critical value (7.82) earns the final mark.
4

Hardy–Weinberg — frequency of carriers

Paper 2 (A2), June 2019, Q3(a)
Genetics3 marks

Cystic fibrosis is recessive and 1 in 2500 babies are born with it. Using the Hardy–Weinberg equations p + q = 1 and p² + 2pq + q² = 1, calculate the probability that a person is a carrier (heterozygous).

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The method

  1. Affected babies are the recessive homozygote = q²: q² = 1 ÷ 2500 = 0.0004
  2. Square-root for q: q = √0.0004 = 0.020
  3. Find p (p + q = 1): p = 1 − 0.020 = 0.980
  4. Carriers = 2pq: 2 × 0.980 × 0.020 = 0.0392 = 3.92%
Answer: 0.0392 (3.92%). Carriers (3.92%) hugely outnumber affected babies (0.04%).
Always start from the recessive homozygote, the only group that equals q²: 1/2500 = 0.0004. Take the square root to get q (0.020), then p = 1 − q, then 2pq for carriers. The classic errors are using 0.0004 as q (forgetting the root) and dropping the factor of 2 in 2pq.
5

Index of diversity (the SNAB formula)

Paper 1 (A2), June 2023, Q2(b)(ii)
Ecology2 marks

A pond survey gave a total of N = 156 organisms and a sum of n(n−1) across all species of Σn(n−1) = 9110. Using the index of diversity D = N(N − 1) ÷ Σn(n − 1), calculate D for this pond.

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The method

  1. Numerator N(N−1): 156 × 155 = 24 180
  2. Divide by Σn(n−1): 24 180 ÷ 9110 = 2.65
Answer: D = 2.65 (accept 2.65–2.7).
This is the Edexcel / SNAB index of diversity D = N(N−1) ÷ Σn(n−1) — the reciprocal form, so a higher value means more diverse. It is NOT the “1 − …” Simpson’s version other boards use, so don’t subtract from 1. Each n(n−1) is just n × (n−1); use the grand total N in the same pattern for the numerator.
6

Standard deviation

Paper 1 (A2), Autumn 2020, Q10(a)(ii)
Statistics3 marks

Wheat-grain masses (tonnes per hectare) were recorded for 10 plots, with a mean of 2.489 and a sum of squared deviations Σ(x − x̄)² = 31.49. Using s = √[Σ(x − x̄)² ÷ (n − 1)], calculate the standard deviation.

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The method

  1. Sum of squared deviations (given): Σ(x − x̄)² = 31.49
  2. Divide by (n − 1) = 9 (this is the variance): 31.49 ÷ 9 = 3.499
  3. Take the square root: √3.499 = 1.87
Answer: s = 1.87 (tonnes per hectare).
Standard deviation in four moves: subtract the mean and square each deviation, sum them, divide by n − 1 (= 9, the sample correction — not n), then square-root. The two classic errors are dividing by n instead of n−1, and forgetting the final root. A calculator’s “sₓ” / “σₙ₋₁” key does it in one step for checking.
7

Magnification from a measured image

Paper 1 (A2), November 2021, Q7(b)(iv)
Microscopy3 marks

A line on a photograph represents the width of a vascular bundle whose actual width is 320 µm. The line measures about 36 mm on the image. Calculate the magnification.

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The method

  1. Convert the image measurement to the same unit (mm → µm, ×1000): 36 mm = 36 000 µm
  2. Magnification = image size ÷ actual size: 36 000 ÷ 320 = 112.5
Answer: × 112.5. Magnification has no units.
Magnification = image size ÷ actual size (the reverse of the “actual = image ÷ magnification” rearrangement). The two sizes must be in the same unit, so convert the 36 mm image measurement to 36 000 µm before dividing by the 320 µm actual size.
8

Volume of a sphere

Paper 3 (A2), June 2023, Q2(a)
Geometry2 marks

A neutrophil has a diameter of 10 µm. Using the volume of a sphere V = ⁴⁄₃πr³, calculate the volume of one neutrophil in µm³.

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The method

  1. Radius = half the diameter: r = 10 ÷ 2 = 5 µm
  2. Cube the radius: 5³ = 125
  3. Multiply by ⁴⁄₃π: ⁴⁄₃ × π × 125 = 523.6 µm³
Answer: 523.6 µm³ (accept 523–524).
The classic slip is using the diameter in the formula instead of the radius — always halve first (r = 5, not 10). Then cube just the radius (5³ = 125) before multiplying by ⁴⁄₃π. Keep the unit cubed (µm³).
9

Temperature coefficient Q₁₀

Paper 1 (A2), June 2019, Q9(a)(i)
Rates1 mark

Catalase produced a mean oxygen volume of 80 mm³ at 20 °C and 240 mm³ at 30 °C. Calculate the temperature coefficient Q₁₀ between 20 °C and 30 °C.

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The method

  1. Q₁₀ = rate at (T + 10 °C) ÷ rate at T: 240 ÷ 80 = 3
Answer: Q₁₀ = 3 — the rate triples for a 10 °C rise.
Q₁₀ = rate at the higher temperature ÷ rate at the temperature 10 °C lower (240 ÷ 80). A Q₁₀ of about 2–3 is typical for an enzyme-controlled reaction. It has no units — it’s a ratio — and the oxygen volume stands in for the rate.
10

Percentage increase from a graph

Paper 1 (A2), June 2025, Q8(a)(i)
Percentages2 marks

A graph shows people diagnosed with cancer each year. Diagnoses read about 330 000 in 2009 and about 390 000 in 2019. Calculate the percentage increase from 2009 to 2019, to 3 significant figures.

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The method

  1. Find the increase (% increase uses the rise): 390 000 − 330 000 = 60 000
  2. Divide by the original (2009) value and ×100: (60 000 ÷ 330 000) × 100 = 18.18…
  3. Round to 3 significant figures: ≈ 18.2%
Answer: 18.2%.
Percentage increase divides the rise by the starting value (the 2009 figure), not the later one. Work out the difference first (60 000), then ÷ original × 100. Read both points off the graph carefully and respect the 3 sig fig instruction: 18.18… rounds to 18.2%.

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