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Workshop
Copenhagen, DENMARK5th February 2019
pasi_sahlberg
STRATEGIER TIL EN BÆREDYGTIG SKOLE
SESSION AHvad ønsker vi, at der kommer ud af dagen?
9.30-9.45
SESSION BHvad er big data, og kan big data gøre os klogere i uddannelsesverdenen?
9.45-10.15
Why kids don’t like mathematics?
“To PISA, or not to PISA?”
“Extremely large data sets that may be analyzed computationally to reveal patterns, trends, and associations, especially relating to human behavior and interactions.”
Big Data
BIG DATABig trends
Processed by machines
Algorithms and analytics
Reveal correlations
Predict the future
Data mining“The process of sorting through large datasets to identify patterns and establish relationships to solve problems through data analysis.”
Artificial intelligence“Artificial intelligence (AI) is an area of computer science that explores the creation of intelligent machines that work and react like humans.”
Which one was made by AI?
A CB
Learning analytics“The measurement, collection, analysis and reporting of data about learners and their contexts, for purposes of understanding and optimizing learning and the environments in which it occurs.”
Can Big Data make education smarter?
SESSION CSimulering af beslutningstagning
10.15-11.00
SCENARIO:“Schools will diminish but education will
flourish when robots and smart machines will take the role of the teacher.”
What should we do?
SESSION DDialog: Hvordan kan skoler ha ̊ndtere teknologi- og datavidenskaben?
11.30-12.00
SESSION EFrokost
12.00-12.45
SESSION FHvad er small data, og hvad betyder small data for skolerne?
12.45-13.15
What is small data?
“Tiny clues found in schools that can uncover important relationships between
teaching and learning.”
Big trends
Processed by machines
Algorithms and analytics
Reveal correlations
Predict the future
Tiny clues
Processed by humans
Collective professional wisdom
Reveal causations
Understand the present
Centre for Translational Data Science
Why so many kids don’t like mathematics?
!
Usually fat male
Unstylish
No friends - except other mathematicians
No romantic relationships or social life
Wrinkles in their forehead from thinking so hard
Very short tempers
Research question: “What does a mathematician at work look like?”
SESSION GHvordan kan small data se ud i dit arbejde?
13.15-14.00
Children’s wellbeing and health in Australia:- 10% don’t feel safe at home- 47% sleep with smartphone every night- 40% has sleeping problems- 10% have abnormal social and emotional wellbeing- 26% are overweight or obese- 50% feel some or a lot of pressure from schoolwork- Suicide rate of 15 to 24-year-olds increased from 10.3 per
100,000 in 2007 to 12.7 in 2016
Gro
win
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ta T
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Har
vard
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2000 2010 2020
Anxiety disorderDepressionSocial challengesBehavioural disordersAddictionsSuicidal behaviours
Well-being& Health
”Screen time”
”Sleep time”
More hours of screen time areassociated with lower well-being in
ages 2 to 17.- Twenge and Campbell, 2018
High users show less curiosity, self-control, and emotional stability.
- Twenge and Campbell, 2018
Use Small Data to improve well-being in school.
Hvordan kan small data se ud i dit arbejde?
Talk about Small Data
1
Understand big data
Use multiple evidence
Talk about hidden clues
Use Small Data
2
Authentic assessments
Balance evidence-based and value-based
Collective professional wisdom
Lead with Small Data.Or else, you’ll be led by Big Data.
3
SESSION HDialog: Professionalisme, autonomi og ledelse i danske og finske skoler?
14.15-15.00
pasi_sahlberg
Tak for i dag!
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