Years 7-10
Strongest teaching range
Statistics in context
Primary teaching fit
Teacher-only planning note
Do not let this become a simple “which forecast was right?” task. The deeper value is in how
students justify claims, explain limitations, and improve the next prediction.
Strong fit
MATHEMATICS-8cb7e35600: Communicating findings in context to answer an
investigative question, using evidence; providing possible explanations for findings; comparing
findings to initial conjectures; evaluating findings and data-collection methods to check whether
claims are supported by the data.
How this handout aligns
The worksheet asks students to compare forecasts with outcomes, explain why some predictions were
stronger than others, and justify what should change next time. That is direct statistics-in-
context work.
Evidence
Claims
Evaluation
This is the clearest fit because the task centres on supported judgement,
not just reading numbers off a page.
Strong fit
MATHEMATICS-305bfabc13: Data can be collected from observational
studies, and a time-series investigation looks at a variable over time.
How this handout aligns
Prediction checking usually relies on observed outcomes across time. The page helps students
compare forecast and actual result in a time-aware way rather than treating each number in
isolation.
Observational data
Time series
Comparison
Useful when students are working with climate, rainfall, or environmental
records gathered over a sequence of dates or seasons.
Aotearoa lens
Forecast evaluation in Aotearoa is stronger when students compare
datasets with what people actually observed locally, including mātauranga
Māori-informed noticing and what communities saw in place.
How to use this resource well
Invite students to ask which prediction would have been most useful for protecting taiao or
community wellbeing. That keeps the statistics anchored in real decision making and
kaitiakitanga.
Local context
Decision quality
Forecast review
This stops the page becoming a decontextualised maths exercise and keeps
the environmental purpose visible.
Puna Kōrero — Sources
Ministry of Education. (2007). The New Zealand Curriculum. Learning Media.
Ministry of Education. (2021). Te Mātaiaho: The Refreshed New Zealand Curriculum. Ministry of Education.
Teaching Council of Aotearoa New Zealand. (2021). Tātaiako: Cultural Competencies for Teachers of Māori Learners. Teaching Council.