Skip to content

Scientific Modelling, Measurement Uncertainty and Experimental Data

Physics Grade 10 Difficulty 2/5

Beginning of the lesson

Digital caliper measurements, repeated readings and an experimental graph with uncertainty bars and a best-fit line
Measurement evidence: repeated readings, uncertainty intervals and a model represented by a best-fit line.

Scientific modelling and experimental evidence

Physics connects simplified models with measurements whose precision is always limited.

Learning goals: distinguish a model from reality; report a value with uncertainty; recognise random and systematic error; organise data; use a best-fit graph to test a relationship.

1. Models and assumptions

A scientific model keeps the features needed for a question and deliberately ignores others. A particle model neglects size; an ideal string has no mass; constant acceleration ignores changes in resistance. A useful model states its assumptions, makes a testable prediction, and has a known range of validity. Disagreement with reliable data tells us to improve the model or the experiment.

2. Measurement and uncertainty

A measured value is reported as x = xbest ± Δx. The uncertainty is not a mistake: it describes a reasonable interval. For one analogue reading, half the smallest scale division is often a practical estimate. Repeated readings reduce random scatter; their mean is a better estimate, and half the range can estimate uncertainty. Relative uncertainty is Δx/x, often written as a percentage.

EffectPatternResponse
Random errorReadings scatter above and belowRepeat, average, improve resolution
Systematic errorAll readings shift similarlyCalibrate, check zero, change method

3. From table to graph

Continue this lesson on YourAIZone

The full lesson has the complete explanation, worked examples, common mistakes, tests with instant checking and an AI tutor. Start right away as a guest, or create an account to keep your progress.

In the full lesson

  • The complete explanation
  • Worked examples
  • Common mistakes and how to avoid them
  • Test questions: 15
  • AI tutor that answers questions about the topic
  • Progress tracking for students, parents and teachers