Topic Review — Further Data
Review Questions
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Data collection issues Fluency
- A researcher surveys 5 people to determine the average Australian household income. What type of bias is this, and why is it a problem?
- Classify each as primary or secondary data:
- You read an ABS report on unemployment rates.
- You measure the foot length of every student in your class.
- You find population data on Wikipedia.
- A student wants to know whether Year 7 students prefer morning or afternoon sport. She asks only students who turn up to lunchtime sport practice. Is this sample biased or unbiased? Explain.
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Evaluating sources and identifying bias in questions Fluency
- Rate each source from 1–3 for credibility and give a reason:
- A government report on road fatalities published by the Bureau of Infrastructure, Transport and Regional Economics.
- An anonymous blog post claiming "most teenagers are addicted to their phones."
- A peer-reviewed study on sleep deprivation published in a medical journal.
- Rewrite this biased question as a neutral one: "Don't you think it's ridiculous that we only get 30 minutes for lunch?"
- Identify the type of bias in this scenario: A political party posts a poll on their own social media page asking followers whether they support the party's new policy.
- Rate each source from 1–3 for credibility and give a reason:
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Reading data tables Understanding
Average monthly temperature (°C) — Clearwater (fictional city)
Month Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Temp (°C) 31 30 27 23 18 14 12 13 17 21 26 29 - Which month is the hottest?
- Which month is the coldest?
- What is the difference between the hottest and coldest monthly temperatures?
- How many months have an average temperature above 20°C?
- In which hemisphere (Northern or Southern) is Clearwater likely to be? Explain using the data.
- Does this data prove that it never snows in Clearwater? Explain.
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Full data analysis Understanding
The scores (out of 20) for a class quiz are: {14, 17, 12, 19, 15, 11, 18, 14, 16, 14, 13, 20, 9, 17, 15}
- Calculate the mean, median, mode, and range.
- Describe the display type you would choose for this data and why.
- A student says "The mean and median are almost the same, so the data must be symmetric." Is this a valid conclusion? Explain.
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Writing conclusions and evaluating claims Problem Solving
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Two groups of students were timed running 100 m (in seconds):
Group 1 (trained athletes): {13.2, 12.8, 14.1, 13.5, 12.9, 13.7, 14.3, 13.0}
Group 2 (general students): {15.4, 18.2, 16.7, 14.9, 17.3, 19.1, 15.8, 16.2}
- Calculate the mean and range for each group.
- Write a paragraph comparing the two groups' times using the measures you calculated.
- A newspaper headline states: "Children who read more books score 20 points higher on vocabulary tests." This is based on a survey of 50 primary school students.
- Identify one strength and one weakness of this study.
- Explain why the headline's claim might be misleading.
- Suggest one confounding factor that could explain the correlation between reading and vocabulary scores without reading being the direct cause.
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Two groups of students were timed running 100 m (in seconds):
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Classify each variable: Fluency
For each variable, state whether it is categorical or numerical, and if numerical whether it is discrete or continuous:
- The colour of cars in a car park
- The number of goals scored in a match
- The height of students in a class
- The type of sport students prefer
- The temperature at noon each day
- The number of siblings a student has
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Sample size and reliability: Understanding
- A student surveys 3 classmates to find the most popular music genre at their school. Give two reasons why this sample is unreliable.
- What is the difference between a census and a sample?
- Give one situation where a census would be better than a sample, and one situation where a sample is more practical.
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Evaluate this claim: Understanding
A social media post states: “9 out of 10 dentists recommend this toothpaste.”
- What information would you need to evaluate this claim properly?
- Suggest two ways this statistic could be misleading.
- Write a more informative version of this statistic.
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Correlation or causation? Problem Solving
- A study finds that students who eat breakfast score higher on tests. Does this prove that eating breakfast causes better test scores? Explain.
- Ice cream sales and drowning rates both increase in summer. Does ice cream cause drowning? What is the real explanation?
- What is a confounding variable? Give your own example.
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Plan a data investigation: Problem Solving
You want to investigate: “Do Year 7 students who sleep more than 8 hours perform better in sport?”
- Is this question statistical? Why or why not?
- Describe how you would collect data. What would you measure?
- Identify one potential source of bias in your data collection.
- What type of display would you use to show your results?