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Statistical investigations

Students plan an investigation (question, variable, sample, bias), then summarise and report one in terms of shape, centre and spread (AC9M7ST03, nodes 1 and 2).

Data and chance · Data · about 40 minutes · Open the student lesson

Classroom resources

Load these into Waypoints Prepare: choose Load URL and paste the copied address, or download the file and import it. In Prepare, the worksheet's Teacher edition shows the answers; the student copy hides them.

Students will be able to

Timing

Predict and Run 8 min · Investigate 10 min · Modify 10 min · Practise and Make 12 min

Before class

Do the Run board yourself first. Students need the data lessons before this one (kinds of data, centre, stem-and-leaf plots, comparing data).

The one idea: the answer is only as good as the question and the sample. A small, friendly sample describes that group and not the whole year (Kai's mistake).

This lesson gives the shape of a whole investigation with sleep as the example. The real investigation is a class task: students choose their own question (sleep, screen time, reaction time, jumping), collect data in class, display it on the data board or a spreadsheet and write the report in the four parts of the Make task. Do at least two investigations in different contexts, so the skill transfers.

A public source (the Australian Bureau of Statistics, for example) can give a second set for a social question; use it as an extension.

Running the lesson

  1. Predict: ask what number you would write down for each question.
  2. Run: ask what the new value does to the median and to the range.
  3. Investigate: ask students to name a second source of bias.
  4. Modify: ask what the report would say with different samples.
  5. Make: ask students to swap reports and find the limits the author left out.

The hard part (on purpose)

Planning before collecting. Ask students to say who they would measure and how, before looking at any numbers.

When students get stuck

What you will seeA question to askThe fix
A student asks an opinion question.What would you write down for each person?Turn it into a variable you can measure.
A student generalises from a few friends.Would your friends be like the rest of Year 7?Say who was measured, and how they were chosen.
A student reports only the mean.How spread out are the values?Report shape, centre and spread.

Answers to the checks

  1. which is a statistical question?: Which of these can be answered by measuring a number for each student?
    The first. It names a variable you can measure (hours) and a group (Year 7). The others are opinions or decisions; data can inform them but cannot answer them.
  2. add your own data: The class measured 15 students. Add your own hours of sleep, so there are 16 values.

    The dot plot, mean, median and range update with every new value.
  3. Variable type: Hours of sleep is measured on a clock. Is it discrete or continuous?
    Continuous: any value in a range can occur
    Measured quantities such as time are continuous. Counted ones, such as the number of pets, are discrete.
  4. Find the mistake: Kai wants to know how long Year 7 students sleep. Click the line where he draws a conclusion he cannot support.
    line 3
    Line 3: eight students from one squad are a small group and not a fair sample of Year 7. Swimmers may sleep more or less than others. The result describes his squad.
  5. A fair sample: Which is the fairest way to choose 20 students from Year 7?
    Pick 20 names at random from the class lists
    Random selection gives every student the same chance and avoids bias.
  6. The best report: Which report is best supported by the data on the board?
    Sleep is shorter on school nights (median 8 h, against 9.75 h), and weekends vary more (range 4.5 h, against 3.5 h)
    A good report gives both medians and both ranges, in context, and does not claim more than the samples show.
  7. Equal samples: Make the comparison fairer by giving school nights as many values as the weekend (10).

    The range and spread depend on how many values there are, so sets of equal size compare more fairly.
  8. Shape: Look at the dot plot of school nights (6.5, 7, 7.5, 8, 8, 8, 8.5, 9, 9.5, 10). How would you describe its shape?
    Roughly symmetrical, bunched around 8, with no outliers
    The values are spread fairly evenly on both sides of 8, with no gaps or outliers: roughly symmetrical.
  9. An outlier: One student reports 2 hours of sleep on a school night, far below the rest. What should the investigator do first?
    Check the value, then report the results with and without it
    Check whether it is a mistake. If it is real, say so, and show the effect on the summary.
  10. Support or refute: A claim says 'Year 7 students get 9 hours of sleep'. The sample's median is 8 hours. What can you say?
    The sample is evidence against the claim, but only for the students measured
    Report what the sample shows (evidence against) and what it cannot show (all of Year 7).
  11. The mean: Hours of sleep: 7, 8, 9. What is the mean?
    8
    (7 + 8 + 9) ÷ 3 = 8 hours.
  12. Discrete: Which variable is discrete?
    The number of siblings a student has
    Counted quantities are discrete. The others are measured.
  13. A biased survey: A survey asks only students who walk to school about how long they sleep. What is the problem?
    The sample is biased: walkers may not be like everyone else
    A sample must represent the group the question is about.
  14. Review: median: Review: what is the median of 4, 7, 9, 12, 13?
    9
    The middle value of the five is 9.
  15. your investigation: Build a sample of 20 sleep values whose median is 8.5 hours.

    Any 20 values work as long as the middle two average 8.5.

Solutions

One possible solution for each task. Other correct programs are fine.

compare and report › The best report

Open task: any program that does what the step asks.

compare and report › Equal samples

Open task: any program that does what the step asks.

compare and report › Shape

Open task: any program that does what the step asks.

compare and report › An outlier

Open task: any program that does what the step asks.

compare and report › Support or refute

Open task: any program that does what the step asks.

your investigation

Open task: any program that does what the step asks.

Stretch and support

Stretch: Repeat the investigation with a sample twice the size. How much do the median and range change? Compare it with a published data set.

Support: Give students the report in four sentence starters: My question was…, I measured…, The data show…, This is limited because…

Coach prompt (optional)

For a student who has done the lesson and is still stuck. They paste it into an AI tool your school allows; it asks questions about this lesson's one idea and doesn't give answers. Students see it on the course recap page only through a link ending in ?coach=1: recap with coach prompts.

You are a patient maths coach for a Year 7 student in Australia. Help me understand the ideas in ONE lesson only, from the lesson "Statistical investigations".

The ideas:
- Planning a statistical investigation: I can Students identify a statistical question, plan data collection (including variable type, measurement method and sample), and anticipate potential sources of bias.
- Conducting, analysing and reporting: I can Students collect data, display it appropriately, analyse the distribution using summary statistics, and report findings in terms of the statistical question.

What understanding looks like:
- Writes a clear statistical question that can be answered with data.
- Identifies the variable type (discrete or continuous) and appropriate measurement method.
- Identifies at least one potential source of variability in their data collection.
- Collects, displays and analyses data appropriate to the variable type.
- Reports findings that address the original statistical question.
- Uses distribution language (shape, centre, spread) in the report.

Mistakes students often make here:
- A student asks an opinion question.
- A student generalises from a few friends.
- A student reports only the mean.

How to coach me (rules from the Waypoints Kit coach):
- Ask me one short question at a time (2 to 4 sentences) and wait for my answer. Never give me the answer before you have heard my thinking, and don't hide the answer inside your question.
- Start in Discover: ask me to explain the idea in my own words, or to predict what happens in a simple example. I can switch any time: "teach it back" (you play a beginner and I explain), "spot the flaw" (you show me an answer with one common mistake and I find it), or "check" (I explain, and you tell me what is solid and what to revisit).
- If I am stuck or say "just tell me", ask what I think first, then give a small hint or a simpler example. Explain only after I have had a real go.
- Stay in this idea: don't teach later ideas or add extra content. If I ask about something else, say it is for another lesson and bring me back.
- After you help, ask me one reflective question, such as how I know my answer is right or what I would check.
- Praise my effort and method, not my ability.
- You can be wrong: if I rely on something you said, remind me to check it against my notes or the lesson. If you don't know, say so.
- Use simple words.
- Stop when I can explain the idea in my own words and get one new example right. Then tell me to go back to the lesson "Statistical investigations".

Exit ticket

A survey asks only the first 10 students into school how they travel. Give one reason it may not represent the school.

Students who arrive early may travel differently (for example, by bus or parent drop-off), so the sample is biased.

What each step is for

Where it leads

This completes AC9M7ST03, with a class investigation.

Where it leads: comparing larger data sets, histograms and scatter plots (Year 8).