making discovery visible...making discovery visible kurt squire senior investigator, creative...
TRANSCRIPT
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Making Discovery
Visible
Kurt Squire
Senior Investigator, Creative Director
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Games are models
that represent ideas
as interactive worlds.
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We build more robust
models of scientific
ideas through cycles
of perceiving and
doing.
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But unlike sims &
models, games
pique our interest in
new domains &
embrace the
aesthetics of
experience.
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This is especially
important in an
attention economy.
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• big bird & kid watching tv
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Games are about
solving problems.
Through game play,
we develop skills.
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We develop those
skills in communities
that assess our
performance.
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Through
participating in these
communities we can
become new kinds
of people.
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Wisconsin Institutes for Discovery
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Wisconsin Institutes for Discovery
Pharmaceutical
Informatics
Regenerative
Biology
Optimization
Computational
Technology
Systems
Biology
Medical
Devices
Educational
Research Virology
Bionates
Epigenetics
Living
Environment
s
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Wisconsin Institutes for Discovery
Pharmaceutical
Informatics
Regenerative
Biology
Optimization
Systems
Biology
Medical
Devices
Virology
Bionates
Epigenetics
Living
Environment
s Computational
Technology
Educational
Research
Private Public
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Educational Games that Make Discovery Visible
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Experience the thrill of scientific
discovery.
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Participate in the Making of Science
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Games based on cutting-edge discoveries
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Virulent iPad
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1 month, 1,000 downloads
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• Initial Findings
• High interest in content
• Players use images to scaffold material
• Context for interdisciplinary
collaboration
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Trails Forward
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Game World
Vilas County, WI
963,976 square single acre tiles
(1,352 x 713 grid)
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TRAILS FORWARD GAME CONCEPTS
ROLES
Harvests Forest Builds Properties Enforces Law
Cares for the Land
Timber Co. Developer Ranger
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Buy & Sell Property
Lobby the State for Roads
Lobby the State for Zoning Changes
CORE GAME CYCLE
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Rangers Build Parks
Open Land for Hunting/Birdwatching
Import Wildlife
Check for Endangered Species
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Developers Bulldoze land
Build Homes
Build Factories
Enhance Properties (e.g., Solar Panels)
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Loggers Clearcut Forest
Plant Seeds
Selectively Harvest Wood
Open Land for Hunting/Birdwatching
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TRAILS FORWARD GAME CONCEPTS
LAND MODEL
3x3 acres
1 Megatile
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Architecture TRAILS FORWARD
Database Game Server
Game Client http
New Clients & Bots
http
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Games that let you discovery the joy in
helping someone.
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What if You Had Cancer?
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Symptoms
“Cut Poison Burn” Treatment Diagnosis Imaging
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Imaging
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`
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Diagnosis
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Breast Cancer
Hurkmans et al.
(2001)
17.5% variation
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Lung Cancer
Senan et al. (1999)
Factor of 2
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Cervical
Weiss & Hess (2003)
3-4x variation
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Treatment
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This is not good for patients.
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Imagine instead....
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Diagnosis
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Diagnosis
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Imagine getting not a second
or third opinion, but a doctor
working with 2 million
opinions.
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Radiologists
& Doctors
Medical
Training
Children
& Youth
General
Public
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SINGLE PLAYER
PROTOTYPE
Symptom
s
Imaging
Diagnosis
Treatment
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Would kids play this?
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Will they learn anything?
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• Participants:
• 69 students (12 to 20)
• Format:
1. Pre-test
2.Oncology
3. Post-test
Exploratory Study
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What does a radiologist do?
Open-ended, χ2 (1, N = 69) = 38.03, p < .001
Pre Correct: 28, Post Correct: 68
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Contouring a cancerous tumor
χ2 (1, N = 69) = 17.46, p < .001
Pre Correct: 14, Post Correct: 39
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What is difficult about radiotherapy?
χ2 (1, N = 69) = 9.03, p < .001
“It is hard to keep from exposing healthy tissue to radiation
beams”
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Playing APA taught me about treating cancer
χ2 (2, N = 69) = 38.17, p < .001
Observed: 46, Expected: 23
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Playing APA taught me about contouring cancerous
tumors
χ2 (2, N = 69) = 37.13, p < .001
Observed: 46, Expected: 23
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Students indicated a highly significant increase in
interest medical professions (M = 2.93, SD = 1.38)
compared to pre-gameplay (M = 2.58 , SD = 1.25), t(69) =
4.11, p < .001
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With training, I could be a good doctor.
Females’ indicated a significant increase in future
medical/professional confidence (M = 3.89, SD = 1.16)
as compared to pre-game-play (M = 3.48, SD = 1.37),
t(27) = 2.28, p < .0125
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Radiologists
& Doctors
Medical
Training Children
& Youth
General
Public
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Radiologists
& Doctors
Medical
Training Children
& Youth
General
Public
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Dr. Lonie Salkowski
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Radiologists
& Doctors
Medical
Training Children
& Youth
General
Public
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Radiologists
& Doctors
Medical
Training Children
& Youth
General
Public
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•How might we assess
learning?
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Observations
Interpretive Framework
Model of Cognition
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Observations
Interpretive Framework
Model of Cognition
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• What assumptions are in this model?
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Knowledge Recall
Expertise as regurgitation
Learners as “little doctors”
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Solving Problems
‘
Distributed Expertise
Learning as engaged action
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Engaged Action
Problem solving
Participation
‘
Distributed Expertise
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• How do we do this?
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1. Technical
“Achievements”
III. Peer ratings
II. Records of
Decisions
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What did they
do?
How did others
view their work?
What choices did
they make?
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What did they
do?
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What did they
do?
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• Choices are chokepoints to test
understanding
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•What evidence do players choose for
arguments?
•Which characters do they talk to?
• Is there a difference between experts &
novices?
•Do players make different choices after
playing?
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What decisions do players make
in authentic contexts?
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Performance data is used for
formative feedback all the time.
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Players can model their own
learning
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• Assessment is social
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Jolene, Level 19, American,
Female
physician ratings composite scores
network map
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• cross institutional
• embedded diagnostics
• social & technical assessments
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Consumer
Producer
Authentic
Participation
Safe
Sandbox
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Transforming public participation in
science.
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• Sangtae Kim, Director, Morgridge Institute of Research
• Susan Millar, Director, Educational Research & Development
• Richard Halverson, Associate Co-Director
• Post - Docs
• Nathan Patterson
• Ben Shapiro
• Graduate Students
• Matt Gaydos
• Sarah Chu
• Kevin Harris
• Adam Mechtley
• Dennis Paiz-Rameriz
• Belinda Guiterrez Educational Research Integration Area
Developers
• Allison Salmons
• Mike Beall
• Erin Robinson
• Jake Ruesch
• Greg Vaghan
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home schools
charter schools
virtual schools
shrinking
state
funding new
hardware
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