Skill: Formulate statistical questions

Explanation and Free Practice Resources

A statistical question is designed to anticipate variability in answers and can be addressed by collecting data from a clearly defined population or sample, such as measurements, counts, or categorical responses. Formulating one requires specifying what characteristic will be measured and recognizing that a question with a single known answer is not statistical; formal inference, hypothesis testing, and advanced sampling design are beyond this understanding.

Detailed Explanation: Formulate statistical questions

A statistical question is a question whose answers are expected to vary from person to person or item to item. To formulate one:

  1. Choose a clear population or sample.
    Decide who or what you will collect data from.

  2. Choose the characteristic to measure.
    This could be a measurement, a count, or a category.

  3. Expect different answers.
    If everyone must give the same answer, or there is only one known answer, the question is not statistical.

Worked example

Suppose a teacher wants to learn about homework habits.

Step 1: Choose the population.
The population could be all Grade 7 students at the school.

Step 2: Choose what to measure.
The characteristic is the number of minutes each student spends on homework on a typical school night.

Step 3: Check whether answers will vary.
Students will probably spend different amounts of time. For example, their answers might be 2020 minutes, 3535 minutes, or 6060 minutes.

Step 4: Write the statistical question.

How many minutes do Grade 7 students at our school typically spend on homework on a school night?

This is a statistical question because:

  • It names a clear population: Grade 7 students at the school.
  • It names what will be measured: minutes spent on homework.
  • It expects variability because students may give different answers.

Compare it with this question:

How many minutes did Maya spend on homework last night?

That is not a statistical question because it asks about one person and one specific event, so it has one answer rather than a collection of varying data.

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Statistics Data Organization - Data Goal to Best Data Collection Method


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