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Practical skills · Subtopic 2 of 3

Errors and Uncertainties

Random errors scatter readings either side of the true value and are reduced by repeating and averaging. Systematic errors shift every reading the same way and aren't reduced by repeating. Precise readings agree with each other; accurate ones are close to the true value. When quantities are added or subtracted, add absolute uncertainties; when multiplied or divided, add percentage uncertainties; for a power, multiply the percentage by the power.

Cambridge 9702 Paper 1Cambridge 9702 Paper 2Edexcel YPH11 WPH13Edexcel YPH11 WPH16AQA 7408 Paper 1AQA 7408 Paper 3A≈ 35 minRevision 5 · updated 2026-10-27
Section 1 of 14

Learning objectives

  • Distinguish random and systematic errors, and precision and accuracy.
  • Express uncertainties in absolute, fractional and percentage form.
  • Combine uncertainties for sums, products, quotients and powers.
  • Use uncertainties to give a result to a sensible number of significant figures.
Pause and think

A ruler's end is worn, so every length you measure is 22 mm too short. Would measuring 2020 times and averaging fix it?

Section 2 of 14

Core idea

Start hereHow sure is your g?

Two students measure gg: one gets 9.69.6, the other 10.110.1. Who's right? Without uncertainties you can't say. With them (9.6±0.39.6\pm0.3, 10.1±0.110.1\pm0.1) you can tell which result is consistent with 9.819.81 and which isn't.

The big idea

Systematic errors shift readings (accuracy); random errors scatter them (precision). Combine: add absolute uncertainties for ±\pm; add percentage uncertainties for ×÷\times\div; multiply by nn for powers.

1. Accuracy and precision

Accuracy and precision on a target
●●●●●●●●●●●●●●●●accurate & preciseprecise, not accurateaccurate on averageneither
A systematic error moves the whole cluster (second target). Random error spreads it out (third).
  • Accurate: close to the true value. Precise: close together.
  • Systematic (e.g. zero error): fix by calibration. Random: reduce by repeats.
Repeated readings of a time (s): mean and spread
024681.9522.052.12.152.22.252.3reading numbertime (s)mean 2.10range 0.09
A reasonable uncertainty is half the range: 2.10±0.052.10\pm0.05 s.

2. Combining uncertainties

Why percentages add for a product
  1. y=ab⇒y+Δy=(a+Δa)(b+Δb)y=ab\Rightarrow y+\Delta y=(a+\Delta a)(b+\Delta b)
    Worst case.
  2. =ab+aΔb+bΔa+ΔaΔb=ab+a\Delta b+b\Delta a+\Delta a\Delta b
    Expand.
  3. Δy≈aΔb+bΔa\Delta y\approx a\Delta b+b\Delta a
    ΔaΔb\Delta a\Delta b is tiny.
  4. Δyy=Δaa+Δbb\frac{\Delta y}y=\frac{\Delta a}a+\frac{\Delta b}b
    Divide by y=aby=ab.
For ana^n this gives nΔaan\frac{\Delta a}a (multiply aa by itself nn times).
y=a±b: Δy=Δa+Δby=ab, ab: Δyy=Δaa+Δbby=an: Δyy=nΔaa\begin{aligned}y=a\pm b&:\ \Delta y=\Delta a+\Delta b\\y=ab,\ \tfrac ab&:\ \tfrac{\Delta y}y=\tfrac{\Delta a}a+\tfrac{\Delta b}b\\y=a^n&:\ \tfrac{\Delta y}y=n\tfrac{\Delta a}a\end{aligned}
where
Δa\Delta a
absolute uncertainty in aa.
Δaa\frac{\Delta a}a
fractional (×100: percentage) uncertainty.
Worked exampleDensity of a cube

m=50.0±0.1m=50.0\pm0.1 g; side 2.00±0.022.00\pm0.02 cm.

Goal
ρ\rho with uncertainty.
Strategy
Percentages; volume is side³.
  1. 0.150=0.2%\tfrac{0.1}{50}=0.2\%
    Mass.
  2. 3×0.022=3%3\times\tfrac{0.02}{2}=3\%
    Volume: power 3.
  3. 0.2+3=3.2%0.2+3=3.2\%
    Division: add.
  4. ρ=50.08.00=6.25±0.20 g cm−3\rho=\tfrac{50.0}{8.00}=6.25\pm0.20\text{ g cm}^{-3}
    3.2%3.2\% of 6.256.25.
Answer6.25±0.206.25\pm0.20 g cm−3^{-3}.
✓ CheckSide dominates: improve that measurement first ✓.
Worked exampleg from a pendulum

g=4π2LT2g=\frac{4\pi^2L}{T^2}, L=1.000±0.005L=1.000\pm0.005 m, T=2.01±0.01T=2.01\pm0.01 s.

Goal
g±Δgg\pm\Delta g.
Strategy
Percentages; TT squared.
  1. L: 0.5%,T2: 2×0.5%=1.0%L:\ 0.5\%,\quad T^2:\ 2\times0.5\%=1.0\%
    Individual.
  2. 1.5%1.5\%
    Add.
  3. g=39.484.040=9.77±0.15g=\frac{39.48}{4.040}=9.77\pm0.15
    Value and 1.5%1.5\%.
Answer9.77±0.159.77\pm0.15 m s−2^{-2}.
✓ Check9.819.81 lies inside the range ✓.
Common misconceptionSubtracting uncertainties For a−ba-b the uncertainties still add.
Pause and think

12.4±0.112.4\pm0.1 cm minus 8.2±0.18.2\pm0.1 cm. Uncertainty?

Summary

  • Systematic vs random.
  • Absolute for ±\pm; % for ×÷\times\div; ×nn for powers.
Key words
Precision
Closeness of repeated readings.
Accuracy
Closeness to the true value.
HistoryMillikan's "selected" drops. Robert Millikan measured the charge on the electron in 19131913 using oil drops. His notebooks later showed he left out some drops he thought were unreliable. His result was close, but historians still debate how he handled uncertainty, a reminder to report all data honestly.
Fun factThe most precise number in physics. The magnetic moment of the electron has been measured to about 1313 significant figures, and theory agrees to about the same precision. It's often called the most accurately tested prediction in all of science.
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