Year 11 Standard · Unit 4 · Lesson 2 · teacher page

Teaching: random and systematic sampling

Students can now say what a sample is. This lesson gives two ways to take one by a rule, and makes sure they see that a rule that looks fair can still fail when the list has a rhythm.

Statistics and ProbabilityGDC optional

At a glance. One lesson of about 60 minutes. It assumes sample and population from Lesson 1. Students build a sampling frame, take a simple random sample from random numbers, take a systematic sample from an interval and a start, and judge when a pattern in the list spoils it.

Calculator: GDC optional. A GDC can generate random integers for a simple random sample or a random start, but a printed list of random digits does the same job, so the GDC is a convenience and nothing more.

What students will learn

Know

  • The sampling frame is the numbered list used.
  • A simple random sample uses random numbers and skips repeats and numbers off the list.
  • A systematic sample uses an interval equal to population divided by sample size, and a random start.

Understand

  • Each member needs the same chance of being chosen.
  • A systematic sample can be biased when the list has a pattern whose length matches the interval or shares a factor greater than 1 with it.
  • The random start is part of the method.

Do

  • Find the interval, list the chosen positions, and find the last.
  • Pick a simple random sample from a random-number list.
  • Say why a given interval or list could mislead.

MYP assessment criteria

Wording paraphrased. What this lesson gives you evidence for, and what to look for:

The one thing to do with the figure

Make the pattern visible first. In the first figure, set the interval to 5 and ask what every chosen bottle has in common. Then ask for an interval that is not affected, and test it.

In the second figure, ask for the interval before moving the slider, and for the third position, so the start-plus-two-intervals idea is spoken.

A possible order

5 minWarm-up from the student page, in silence, then answers.
7 minHook: the five-nozzle machine. Collect predictions about the start.
10 minFirst figure and key idea: frame, random, systematic.
10 minSecond figure, the warning card and the worked examples; pairs finish the faded example.
5 minThe check. If many choose A, ask what is still fixed after the random start.
18 minYour turn, Levels 1 to 3, at each student's own pace.
5 minSomething to think about, then the exit ticket, question 8.

The answers

Warm-up48; 4, 8, 12, 16, 20, 24; 7.
HookYes, with an interval of 5 the start decides everything: every chosen bottle comes from one nozzle, so the sample mean is that nozzle's fill. With an interval of 3 the sample covers all five nozzles evenly.
Worked examplesInterval 8, the 25th position is 195; the random-number sample is 17, 08, 39, 24.
Faded exampleInterval 15; first three 4, 19, 34; last 139.
1. Simple random sampleD. A is systematic; B has no chance in it; C chooses itself.
2. Interval of a systematic sample8. 360 ÷ 45.
3. A later position in a systematic sample55. 7 + 4 × 12.
4. How many members a systematic sample picks23. The last position is 226, and (226 − 6) ÷ 10 + 1 = 23.
5. When a systematic sample misleadsC. A blames size; B is about divisibility, not bias; D says days cannot be sampled.
6. Using a random-number list31. Chosen in order: 47, 12, 05, 31.
7. The last member of a systematic sample237. 5 + 29 × 8.
8. Writing out a systematic sampleA. B uses the sample size as the interval; C ignores the start; D is a block.

What each wrong answer tells you

They giveWhat it usually meansWhat to do
A, B or C in question 1Calls a systematic sample random, picks the first names, or lets people choose themselves.Ask: before any chance was used, who was already ruled out?
405, 16 200 or 0.125 in question 2Adds, multiplies, or divides the wrong way up.Ask: if 45 are chosen from 360, how many members does one chosen member stand for?
67, 60 or 19 in question 3Adds five intervals, leaves out the start, or gives the second member.List the first few positions in a row before using a rule.
22, 24 or 226 in question 4Counts intervals not members, adds one too many, or gives the last position.Write the list out for a shorter case, such as 6, 16, 26, 36, to count the members.
A, B or D in question 5Blames the size, the divisibility, or the item type.Ask: what day of the week is every 7th day?
47, 5 or 96 in question 6Skips nothing, skips only the numbers off the list, or skips only the repeats.Cross out each rejected number with a reason beside it.
245, 240 or 232 in question 7Adds 30 intervals to the start, uses 30 intervals with no start, or uses the right 29 intervals but no start.Count the gaps between 30 chosen members: how many?
B, C or D in question 8Uses the sample size as the interval, ignores the start, or lists a block.Test each list: is the gap constant, and is it 9, and does it begin at 3?

Questions worth asking

Differentiation

A way in for anyone stuck

Stretch

Students learning in English as an additional language

“Frame” here is the list that a sample is taken from, not a picture frame. “Interval” is the gap between chosen members. “Random” means decided by chance. “Systematic” means following a fixed rule.

WordPlain meaningExample
sampling framethe numbered list of all the members the sample is taken froma class register
simple random samplea sample in which every member has the same chance and each choice is by chancenames drawn from a hat
systematic samplea sample taken by choosing a random start then every interval-th memberevery 6th seat in a hall
intervalthe gap between one chosen member and the nextpopulation size divided by sample size
random starta starting number chosen by chance between 1 and the intervala number drawn from a bag of slips
biasa lean in the method that pushes results the same way every timeasking only the first people through the door

Sentence starters for explaining aloud or in writing:

Two things not to say

“Random means without any plan.” A random method has a precise rule and a source of chance.

“A systematic sample is never random.” With a random start each member has the same chance of being chosen.

Questions to set

Extra practice in three tiers, including one question from earlier work for spacing. Every answer has been checked.

1Fluency

The idea on its own, with friendly numbers. Set these first.

  1. IntervalA list of 480 members, a sample of 60. Find the interval.
    480 ÷ 60 = 8.
  2. PositionStart 2, interval 15. What is the 4th position?
    2 + 3 × 15 = 47.

2In context

The same idea inside a situation, where the first job is deciding what to calculate.

  1. ContextA hotel has 300 rooms numbered 1 to 300. A systematic sample of 20 rooms is checked, with a random start. Find the interval and say what the start can be.
    Interval 15; the start is any number from 1 to 15.
  2. Earlier work (Lesson 1)A sample of 25 from a batch of 1 000 has 2 faulty. Estimate the faulty items in the batch.
    2 ÷ 25 = 0.08 and 0.08 × 1 000 = 80.

3Challenge

Reasoning, generalizing and working backwards.

  1. ReasoningA list is sorted by height from shortest to tallest. Is a systematic sample with interval 10 more or less likely to cover the range of heights than a simple random sample of the same size? Explain.
    More likely to cover the range, because the chosen members are spread evenly along the sorted list.
  2. Working backwardsA systematic sample has interval 12 and its 6th member is at position 70. What was the start?
    70 − 5 × 12 = 10.

Practicalities

Works on a phone or a shared screen. Nothing a student types is saved or sent anywhere.

Both figures work with the keyboard (tab to a slider, then the arrow keys) and by touch. Under each one, “Show me the steps” gives the same states in words.

No device? Give each pair a printed row of 60 numbered squares, and have them mark every 5th and every 7th from a start of their choice.