Guide
Percentage error vs percent change: not the same formula
A lab measurement of 9.7 vs an accepted value of 9.8 is percentage error. A stock moving from 9.7 to 9.8 is percent change. Same subtraction, different question.
By Buğra SözeriPublished
Three formulas in this family look nearly identical — a subtraction, a division, a multiplication by 100 — and get used interchangeably in casual writing. They are not interchangeable. Percentage error is a science and engineering term: how far a measurement fell from a known, accepted value. Percent change is a finance and stats term: how much a value moved from an earlier observation to a later one, with no claim that either value is “correct.” Mixing them up produces numbers that are arithmetically fine but answer the wrong question.
Percentage error: measurement against a known truth
Percentage error appears in labs, manufacturing tolerances, and instrument calibration. The formula:
% error = |measured − true| ÷ |true| × 100
The denominator is always the accepted or true value — the one you're not questioning, whether that's a physical constant, a certified reference weight, or a calibration standard. If a scale reads 9.7 g for a certified 10.0 g weight, the percentage error is |9.7 − 10.0| ÷ 10.0 × 100 = 3%. The scale's reading is wrong by 3% of the true weight — not 3% of its own reading.
Percent change: observation against an earlier observation
Percent change appears when tracking a value over time — prices, populations, temperatures, account balances. Neither number is more “correct”; one is simply earlier.
% change = (new − old) ÷ old × 100
If a stock moves from $9.70 to $9.80, that's (9.80 − 9.70) ÷ 9.70 × 100 ≈ +1.03%. The sign is kept — a drop from $9.80 to $9.70 is −1.02%, not the same magnitude reversed, because the denominator changes with which value came first. This asymmetry is covered in more depth in our guide to percent change vs percent difference.
| Formula | Denominator | Signed? | Used for |
|---|---|---|---|
| Percentage error | The known true value | No (absolute value) | Lab measurements, calibration, tolerances |
| Percent change | The earlier value | Yes | Prices, growth, trends over time |
| Percentage difference | The average of both values | No | Comparing two measurements, neither authoritative |
Why picking the wrong one distorts the story
Suppose a thermometer reads 21°C in a room that's actually 20°C (a certified reference reads 20°C). If you report this as “a 4.76% change” using the percent-change formula with 20 as the base, you've accidentally reported the correct percentage error — but called it the wrong thing, and the label matters when someone else tries to reproduce or audit the number. In manufacturing tolerance specs, using percent change instead of percentage error against a known true dimension would mean the “old” value is whatever the last measurement happened to be, not the engineering spec — a moving target that makes tolerance checks meaningless.
A worked example: instrument calibration
A pressure gauge is checked against a certified 100.0 psi reference and reads 97.5 psi.
| Step | Value |
|---|---|
| Measured | 97.5 psi |
| True (reference) | 100.0 psi |
| |Measured − True| | 2.5 psi |
| ÷ True × 100 | 2.5% |
The gauge has a 2.5% error against the reference. If that same gauge later reads 98.0 psi on a re-check, the percent change between the two readings — 97.5 to 98.0 — is a separate calculation, +0.51%, describing drift between two of the gauge's own readings rather than its accuracy against the reference.
Frequently asked questions
- What is the formula for percentage error?
- Percentage error = |measured value − true value| ÷ |true value| × 100. It always divides by the accepted or true value, and is conventionally reported as a positive number using the absolute value of the difference.
- What is the formula for percent change?
- Percent change = (new value − old value) ÷ old value × 100. Unlike percentage error, it keeps its sign — a positive result is an increase, negative is a decrease — and the 'old' value is simply whichever came first in time, not a known-correct reference.
- Can percentage error be negative?
- By convention, no — percentage error uses the absolute value of the difference, since the point is to report how far off a measurement is, not which direction. Some fields report a signed version to show whether a method consistently over- or under-measures, but the standard formula is unsigned.
- Is percentage error the same as percentage difference?
- No. Percentage difference compares two values with neither treated as more correct, dividing by their average. Percentage error compares a measured value against a known true value, dividing by that true value specifically. All three formulas — error, change, and difference — pick a different denominator, and the denominator is the entire disagreement.
Sources & references
Authoritative references cited by this piece. Verified by Buğra Sözeri on the dates shown and re-checked at every deploy.
- NIST — Guide for the Use of the International System of Units (SI), Appendix D — NIST reference on expressing measurement uncertainty and error against accepted values(as of )
- NIST/SEMATECH e-Handbook of Statistical Methods — 1.3.5.11 Measures of Scale — Reference definitions distinguishing measurement error from statistical spread(as of )
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Published September 25, 2026