1.12 Demonstrate understanding of chance and data

• 

  Developing statistical thinking – Chris Niles new
• 

  Caught in the path of the data deluge
• 

  Statistical literacy – Critical questions

Additional resources

• 

  Variation, Variation, and Variation new
• 

  The “Battle” (??) between mathematics and statistics new
• 

  Reconnecting Chance and Data – Research: C. Konold & S. Kazak
• 

  STEW, STatistics Education Web
• 

  Education and Training Census 2013 infographic

• 

  What’s going on in this graph?
• 

  Sampling variation just keeps turning up everywhere! – Michelle Dalrymple
• 

  Stick Figure Data Cards – Anna Fergusson
• 

  Using TinkerPlots to aid the understanding of uncertainty – Ruth Kaniuk

Additional resources

• 

  Describing distributions – Pip Arnold new
• 

  Statistics = Maths of real life new
• 

  Big ideas in statistics: Teaching for understanding – Marion Steele new
• 

  I notice, I wonder… – NCTM new
• 

  Statistical thinking and reasoning for Level 1 – Dr Nic new
• 

  Developing Quality in Mathematics Education (DQME)
• 

  Snapshots of New Zealand – Ki te ao mārama
• 

  Canterbury Mathematics Association 2014 Statistics Teachers Day
• 

  Data card sampling from a population Yr 9-12
• 

  Visualizing variation with Tinkerplots – Ruth Kaniuk
• 

  2013 Census Spotlight on greater Christchurch
• 

  Sunspots and Weather Correlations
• 

  Figure this -Resource website
• 

  Sleeping Sheep

• 

  Google Trends
• 

  Google Correlate

• 

  Stats NZ Tatauranga Aotearoa new
• 

  FigureNZ

Additional resources

• 

  StatsChat

• Achievement Standard 1.12 (AS91037) Version 4
• Assessment Specifications (AS91037) 2018
• Senior Secondary Guide AO S6-2
• Senior Secondary Guide AO S6-3
• Glossary of Statistics terms
• External Assessments and Exemplars (AS91037)