Collecting Data
Understand sampling methods, surveys, and how to identify and minimise bias in data collection.
Printable Worksheets
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Worksheet
Use the worksheet to complete this lesson in your book or digitally.
Q1 ยท If you wanted to know the average height of every Year 10 student in NSW, would you measure every single one? What might be a faster way?
Q2 ยท What could go wrong if you only asked your closest friends about their opinions on a new school policy?
Learning Intentions
Know
- Common sampling methods include random, stratified, systematic and convenience sampling.
Understand
- How bias arises from poor sampling and how it affects the reliability of conclusions.
Can Do
- Design a simple survey, choose an appropriate sampling method, and identify sources of bias.
Key Terms
Misconceptions to Fix
Wrong: A larger sample always removes bias.
Right: Sample size alone does not eliminate bias โ the sampling method must be unbiased. A convenience sample of 10,000 people is still biased if it over-represents one group.
Wrong: Voluntary response sampling gives everyone an equal chance.
Right: Voluntary response sampling is self-selected and systematically over-represents people with strong opinions, creating bias regardless of size.
Collecting Data
Work through the content, activities and worked examples below. Test your understanding with the questions in the Questions phase.
The following data shows the number of hours 30 students spent on homework last week:
- 5, 8, 12, 15, 18, 20, 22, 25, 28, 30, 5, 8, 10, 12, 15, 18, 20, 22, 25, 28, 5, 8, 10, 12, 15, 18, 20, 22, 25, 28
- (a) Create a grouped frequency table using class intervals of width 10 (0-9, 10-19, 20-29, 30-39).
- (b) Identify the modal class.
- (c) Calculate the class width.
Worked Example
Step-by-step-
1List the class intervals: 0-9, 10-19, 20-29, 30-39, 40-49, 50-59, 60-69, 70-79.
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2Tally the data: Count how many values fall into each interval using tally marks.
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3Write the frequency: Convert tally marks to frequencies.
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4Check: Sum of frequencies = total number of data values (40).
Revisit Your Thinking
Look back at your Think First response. What new understanding do you have now?
Earlier you were asked: What was your first thought on this topic?
Now that you've worked through the lesson, write a fuller answer. What changed in your thinking?
Multiple Choice
Select the best answer for each question.
1 mark A teacher surveys only students in the front row. This is an example of:
1 mark Which sampling method gives every person an equal chance of selection?
1 mark Asking only Year 12 students about school uniform policy creates:
1 mark In stratified sampling, the population is divided into:
1 mark A census collects data from:
Short Answer
Show all working and justify your answers.
1. 3 marks The following data shows the test scores of 25 students: 45, 52, 58, 62, 65, 68, 72, 75, 78, 80, 82, 85, 88, 90, 92, 48, 55, 60, 63, 67, 70, 73, 76, 79, 81. Create a grouped frequency table using class intervals of width 10 (40-49, 50-59, etc.). Identify the modal class.
2. 2 marks A student creates a frequency table with class intervals 0-5, 5-10, 10-15. Explain why this is incorrect and rewrite the class intervals correctly.
3. 3 marks A data set has values ranging from 12 to 87. You want to create a grouped frequency table with approximately 6 class intervals. Determine an appropriate class width and list the class intervals.
Marking guidance: 1 mark each for MCQs. See mark allocations for each short answer question.