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Data Collection Methods

Foundation Mathematics
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Data Collection Methods

Foundation Mathematics
01 May 2026

Methods of Collecting Data

Overview

Before data can be analysed or displayed, it must be collected. The method chosen affects the quality and reliability of the results. Foundation Mathematics focuses on three core collection methods: surveys, observation, and measurement.

KEY TAKEAWAY: The right collection method depends on what you want to find out and whether you can interact with the subject.

Surveys

A survey collects information by asking people questions.

Types

  • Questionnaire: Written questions answered independently
  • Interview: Spoken questions with recorded responses
  • Online survey: Digital form (e.g. Google Forms)

Designing Good Survey Questions

Poor questions lead to unreliable data. Good survey questions are:
- Clear: Unambiguous wording
- Unbiased: Don’t lead the respondent toward a particular answer
- Closed or open: Closed questions have set options (easier to analyse); open questions allow any response

Poor Question Problem Better Question
“Don’t you agree the canteen food is bad?” Leading “How would you rate the canteen food?”
“How much do you exercise?” Vague “How many hours per week do you exercise? (0–1, 1–3, 3–5, 5+)”

Sampling

Rarely can you survey everyone (the whole population). Instead you survey a sample.
- Random sample: Everyone has an equal chance of being selected — most reliable
- Convenience sample: Easiest to collect (e.g. asking classmates) — may be biased

EXAM TIP: When asked to evaluate a survey, consider: Was the sample large enough? Was it representative of the population? Were the questions unbiased?

Observation

Observation involves watching and recording what happens without interacting with subjects.

Examples

  • Counting cars passing an intersection over an hour
  • Tallying how many customers choose different products
  • Recording wildlife behaviour

Strengths and Limitations

Strength Limitation
No interaction bias Observer may influence behaviour
Real behaviour recorded Can only observe what’s visible
Good for counting events Time-intensive

Measurement

Measurement uses instruments to collect precise numerical data.

Common Instruments

Instrument Measures Unit
Ruler / tape measure Length mm, cm, m
Scales / balance Mass g, kg
Thermometer Temperature °C
Measuring jug Volume/capacity mL, L
Stopwatch Time s, min
Protractor Angle degrees

Sources of Measurement Error

  • Parallax error: Reading a scale from the wrong angle
  • Instrument precision: A ruler marked in mm can’t measure to the nearest 0.1 mm
  • Human error: Misreading a scale

Always record measurements with appropriate precision and units.

Choosing the Right Method

What You Want to Know Best Method
People’s opinions or preferences Survey
How often an event occurs Observation
A physical quantity (height, weight) Measurement
Weather or environmental data Measurement
Behaviour in a natural setting Observation

VCAA FOCUS: VCAA tasks may ask you to suggest an appropriate data collection method and justify your choice. Link your answer to the specific context given in the question.

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