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Are Pirates Causing Global Warming?
Causality and data handling in a SCALE-UP environment
David Fairhurst
Our experiences of using the SCALE-UP
approach to teach a Year 3 Physics Module
“Experimental Techniques”
David Fairhurst
SCALE-UP Approach
18 March 2022 3
Student
Centred
Active
Learning
Environment with
Upside-down
Pedagogies
SCALE-UP Approach
• Background reading/preparation
– Bookwork is not covered in class: flipped learning
• SCALE-UP sessions for high level work
– Analysis
– Discussion
– Group work
– Drawing conclusions
• Assessment
18 March 2022 4
“Advanced Experimental Techniques”
• 75 students
• 5 techniques, taught using
– Background reading/preparation
– 2 × 2hr SCALE-UP sessions
– 1 × 1hr exam
• Background reading
– Assigned 1 week beforehand
– Websites
– Books
– Research articles
– Videos
– Partially revealed descriptive exam
questions
18 March 2022 5
• SCALE-UP sessions
– 6 tables of 9
– 3 teams of 3 at each table
– 1 laptop per team
– Guided discussion on descriptive
exam questions
– Team work analysing real
experimental data
– Combine analysis from teams
around the table to form conclusion
– Share conclusion with the class
• Exam
– Selection of previously seen
descriptive questions
– Analysis and interpretation of
unseen data
“Adv. Exp. Tech” v Today’s Workshop
• Background preparation
– Books
– Research articles
– Videos
– Partially revealed descriptive exam
questions
• SCALE-UP sessions
– 6 tables of 9
– 3 teams of 3 at each table
– 1 laptop per team
– Guided discussion on descriptive
exam questions
– Team work analysing real
experimental data
– Combine analysis from teams
around the table to form conclusion
– Share conclusion with the class
18 March 2022 6
• Background preparation
– Common sense
– Sense of humour
• SCALE-UP session
– Tables of 9
– 3 teams of 3 at each table
– 1 laptop per team
– Team work analysing real data
– Discuss analysis around the table
– Draw conclusions and share findings
with the class
“…global warming, earthquakes,
hurricanes, and other natural
disasters are a direct effect of
the shrinking numbers of Pirates
since the 1800s... I have
included a graph of the
approximate number of pirates
versus the average global
temperature over the last 200
years. As you can see, there is a
statistically significant
inverse relationship between
pirates and global temperature.”
18 March 2022 7
http://www.venganza.org/about/open-letter/
Wicca is a modern witchcraft
religion whose membership has
increased recently
Firefox is a free, open-source
internet browser, downloads of
which have also increased
recently.
…draw your own conclusions!
Vote Microsoft
18 March 2022 8
xkcd.com/111/
Classifying correlations
• The “correlation coefficient” has a value between +1 and -1.
• It defines how strongly the two variables are related
18 March 2022 9
wikipedia.org/wiki/Correlation_and_dependence
In your teams of 3, your task
• Find your own positive and negative
• Highly recommended to use the website:
18 March 2022 10
http://www.tylervigen.com/discover
• Correlation coefficient = 0.666
Share your work with the other teams
• Share your correlations with the other teams at your table
• Discuss whether there could be a relationship between the
variables
• Pass your correlations on: let other teams invent explanations for
the correlations you have discovered
18 March 2022 11
Share your explanations with the class
• Each table present their favourite explanation to the rest of the
class.
18 March 2022 12
Variable 1 Variable 2 r Reasoning
“Adv. Exp. Tech” v Today’s Workshop
• Background preparation
– Books
– Research articles
– Videos
– Partially revealed descriptive exam
questions
• SCALE-UP sessions
– 6 tables of 9
– 3 teams of 3 at each table
– 1 laptop per group
– Guided discussion on descriptive
exam questions
– Group work analysing real
experimental data
– Combine analysis from groups
around the table to form conclusion
– Share conclusion with the class
18 March 2022 13
• Background preparation
– Common sense
– Sense of humour
• SCALE-UP session
– Tables of 9
– 3 teams of 3 at each table
– 1 laptop per group
– Group work analysing real data
– Discuss analysis around the table
– Draw conclusions and share findings
with the class
Implementation of SCALE-UP at NTU
• Custom built room with 6 round tables of 9 students
• Two independent screens/projectors
• Share data between groups/room using Apple TV
• Increase in student performance in exams
• Used a bursary summer student. Over 10 weeks he:
– spent 2 weeks in each of 5 research labs
– collected data for the module
– prepared videos for use this year:
https://www.youtube.com/watch?v=_GrP4aWB10k
– Developed his CV significantly!
18 March 2022 14
Supporting Group work
• Allocate students to teams
– Best if they are not friendship groups
– A range of abilities in each team
– One “excellent” student on each table
• Choose roles within the group and stick to these for each topic
– Facilitator or coordinator
– Recorder or scribe
– Researcher
– Questioner or sceptic
• Use giant dice to select tables/groups to answer questions
• Encourage team work outside of scheduled class time
18 March 2022 15
Challenges
• Getting students to engage from the start
– Encouragement from other team members
– Regular tests – also means no final exam to revise for
• Students struggled to use Apple computers
– Introduced 2hr training session at start of module this year
– May revert to PCs in future
18 March 2022 16
Spurious Correlations website
• Nice commentary on the role of human common sense
• https://www.youtube.com/watch?v=g-g0ovHjQxs
• And a TED video on correlations and causation:
https://www.youtube.com/watch?v=8B271L3NtAw
18 March 2022 17
Thank you!
for joining in
questions?
18 March 2022 18

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Are pirates causing global warming

  • 1. Are Pirates Causing Global Warming? Causality and data handling in a SCALE-UP environment David Fairhurst
  • 2. Our experiences of using the SCALE-UP approach to teach a Year 3 Physics Module “Experimental Techniques” David Fairhurst
  • 3. SCALE-UP Approach 18 March 2022 3 Student Centred Active Learning Environment with Upside-down Pedagogies
  • 4. SCALE-UP Approach • Background reading/preparation – Bookwork is not covered in class: flipped learning • SCALE-UP sessions for high level work – Analysis – Discussion – Group work – Drawing conclusions • Assessment 18 March 2022 4
  • 5. “Advanced Experimental Techniques” • 75 students • 5 techniques, taught using – Background reading/preparation – 2 × 2hr SCALE-UP sessions – 1 × 1hr exam • Background reading – Assigned 1 week beforehand – Websites – Books – Research articles – Videos – Partially revealed descriptive exam questions 18 March 2022 5 • SCALE-UP sessions – 6 tables of 9 – 3 teams of 3 at each table – 1 laptop per team – Guided discussion on descriptive exam questions – Team work analysing real experimental data – Combine analysis from teams around the table to form conclusion – Share conclusion with the class • Exam – Selection of previously seen descriptive questions – Analysis and interpretation of unseen data
  • 6. “Adv. Exp. Tech” v Today’s Workshop • Background preparation – Books – Research articles – Videos – Partially revealed descriptive exam questions • SCALE-UP sessions – 6 tables of 9 – 3 teams of 3 at each table – 1 laptop per team – Guided discussion on descriptive exam questions – Team work analysing real experimental data – Combine analysis from teams around the table to form conclusion – Share conclusion with the class 18 March 2022 6 • Background preparation – Common sense – Sense of humour • SCALE-UP session – Tables of 9 – 3 teams of 3 at each table – 1 laptop per team – Team work analysing real data – Discuss analysis around the table – Draw conclusions and share findings with the class
  • 7. “…global warming, earthquakes, hurricanes, and other natural disasters are a direct effect of the shrinking numbers of Pirates since the 1800s... I have included a graph of the approximate number of pirates versus the average global temperature over the last 200 years. As you can see, there is a statistically significant inverse relationship between pirates and global temperature.” 18 March 2022 7 http://www.venganza.org/about/open-letter/
  • 8. Wicca is a modern witchcraft religion whose membership has increased recently Firefox is a free, open-source internet browser, downloads of which have also increased recently. …draw your own conclusions! Vote Microsoft 18 March 2022 8 xkcd.com/111/
  • 9. Classifying correlations • The “correlation coefficient” has a value between +1 and -1. • It defines how strongly the two variables are related 18 March 2022 9 wikipedia.org/wiki/Correlation_and_dependence
  • 10. In your teams of 3, your task • Find your own positive and negative • Highly recommended to use the website: 18 March 2022 10 http://www.tylervigen.com/discover • Correlation coefficient = 0.666
  • 11. Share your work with the other teams • Share your correlations with the other teams at your table • Discuss whether there could be a relationship between the variables • Pass your correlations on: let other teams invent explanations for the correlations you have discovered 18 March 2022 11
  • 12. Share your explanations with the class • Each table present their favourite explanation to the rest of the class. 18 March 2022 12 Variable 1 Variable 2 r Reasoning
  • 13. “Adv. Exp. Tech” v Today’s Workshop • Background preparation – Books – Research articles – Videos – Partially revealed descriptive exam questions • SCALE-UP sessions – 6 tables of 9 – 3 teams of 3 at each table – 1 laptop per group – Guided discussion on descriptive exam questions – Group work analysing real experimental data – Combine analysis from groups around the table to form conclusion – Share conclusion with the class 18 March 2022 13 • Background preparation – Common sense – Sense of humour • SCALE-UP session – Tables of 9 – 3 teams of 3 at each table – 1 laptop per group – Group work analysing real data – Discuss analysis around the table – Draw conclusions and share findings with the class
  • 14. Implementation of SCALE-UP at NTU • Custom built room with 6 round tables of 9 students • Two independent screens/projectors • Share data between groups/room using Apple TV • Increase in student performance in exams • Used a bursary summer student. Over 10 weeks he: – spent 2 weeks in each of 5 research labs – collected data for the module – prepared videos for use this year: https://www.youtube.com/watch?v=_GrP4aWB10k – Developed his CV significantly! 18 March 2022 14
  • 15. Supporting Group work • Allocate students to teams – Best if they are not friendship groups – A range of abilities in each team – One “excellent” student on each table • Choose roles within the group and stick to these for each topic – Facilitator or coordinator – Recorder or scribe – Researcher – Questioner or sceptic • Use giant dice to select tables/groups to answer questions • Encourage team work outside of scheduled class time 18 March 2022 15
  • 16. Challenges • Getting students to engage from the start – Encouragement from other team members – Regular tests – also means no final exam to revise for • Students struggled to use Apple computers – Introduced 2hr training session at start of module this year – May revert to PCs in future 18 March 2022 16
  • 17. Spurious Correlations website • Nice commentary on the role of human common sense • https://www.youtube.com/watch?v=g-g0ovHjQxs • And a TED video on correlations and causation: https://www.youtube.com/watch?v=8B271L3NtAw 18 March 2022 17
  • 18. Thank you! for joining in questions? 18 March 2022 18