What students learn in AC9M10ST01
This unit helps students build a clear, usable understanding of Analyse claims, inferences and conclusions of statistical reports in the.... The goal is not to memorise one answer pattern. Students should be able to explain the idea, recognise it in a new example and apply it in a short practice or worksheet task.
- Start with the main idea: analyse claims, inferences and conclusions of statistical reports in the media, including ethical considerations and identification of potential sources of bias.
- Use concrete examples, pictures, oral explanation and short written responses before moving to independent practice.
- identifying potentially misleading data representations in the media such as graphs with broken axes and scales that do not start at zero or are nonlinear; recognising when data is not related to the claim, not representative of the population or is deliberately being used to mislead, or support a claim or biased point of view investigating the source and size of the sample from which the data was collected and deciding whether the sample is appropriately representative of the population
- Finish with mixed questions so students must choose the correct strategy rather than copy the last example.
Curriculum coverage and elaborations
The content description and elaborations below show the curriculum ideas taught in this unit. Items marked as teaching context support lesson planning but may not appear in the initial eight-question activity.
- Content description: analyse claims, inferences and conclusions of statistical reports in the media, including ethical considerations and identification of potential sources of bias
- E1: identifying potentially misleading data representations in the media such as graphs with broken axes and scales that do not start at zero or are nonlinear; recognising when data is not related to the claim, not representative of the population or is deliberately being used to mislead, or support a claim or biased point of view
- E2: investigating the source and size of the sample from which the data was collected and deciding whether the sample is appropriately representative of the population
- E3: investigating population rates and discussing potential ethical considerations when presenting statistical data involving infection rates, and the number of cases per head of population
- E4: using secondary data to predict the number of people likely to be infected with a strain of flu or experience side effects with a certain medication, discussing the ethical considerations of reporting of such data to the wider public, considering validity claims and samples sizes
- E5: recognising how the identification of bias is a critical aspect of machine learning and deep learning because biases can significantly impact the fairness, accuracy and ethical implications of artificial intelligence systems
- E6: using the concept of Indigenous data sovereignty to critique and evaluate the Australian Government’s “Closing the Gap” report (teaching context)
How to use this unit
Read the topic guide, use the teacher slide for instruction, then complete the Worksheet, Practice and Test. These three activities use the same eight-question unit bank.
Teacher resource
AC9M10ST01 teacher slide
Use this one-page PDF to introduce the key idea, vocabulary and teaching sequence before students begin the activities.
Open teacher slide (PDF)Common mistakes to watch for
- Rushing to a rule before checking the concrete model, drawing or number sentence.
- Using the correct answer once but not being able to explain why it works.
- Mixing up similar vocabulary such as more/less, before/after, longer/shorter or equal groups/sharing.
International curriculum mapping
This table gives closest-topic mapping for search and planning. The Australian Curriculum code is exact; overseas entries are broad equivalents because each jurisdiction structures outcomes differently.
| Region | Curriculum | Closest mapping |
|---|---|---|
| Australia | Australian Curriculum v9.0 | AC9M10ST01 — analyse claims, inferences and conclusions of statistical reports in the media, including ethical considerations and identification of potential sources of bias |
| Victoria | Victorian Curriculum F-10 | Year 10 Maths: closest match in Statistics. Use this page as a VIC-aligned practice and worksheet reference. |
| NSW | NSW Curriculum | Stage 5 Maths: closest content focus for Analyse claims, inferences and conclusions of statistical reports in the... and related outcomes. |
| United States | Common Core / NGSS | Grade 10 Common Core Mathematics/ELA closest topic match for Analyse claims, inferences and conclusions of statistical reports in the.... |
| England / UK | National Curriculum | Key Stage 4 / Year 10: closest programme-of-study match for Analyse claims, inferences and conclusions of statistical reports in the.... |
| Canada | Provincial and territory curricula | Grade 10 closest topic match. Canada varies by province, so use this as a broad Ontario/BC-style learning outcome reference. |
| New Zealand | New Zealand Curriculum | Level 5 Maths: closest achievement-objective topic for Analyse claims, inferences and conclusions of statistical reports in the.... |
| India | NCERT / CBSE | Class 10 closest NCERT/CBSE topic match for Analyse claims, inferences and conclusions of statistical reports in the.... |