![Page 1: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/1.jpg)
Equitable FuturesEquitable FuturesImage Source:Michael Tompsett
1
![Page 2: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/2.jpg)
team photograph
2
![Page 3: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/3.jpg)
Image Source:The Seattle Times
3
![Page 4: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/4.jpg)
Our project context:Urban Inequality in Seattle
4
![Page 5: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/5.jpg)
Our project context:Working towards equity in Seattle
5
![Page 6: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/6.jpg)
Our project:An interactive educational website
Domain Research Interactive Visualization Tool Structural Equation Model
Indicators
Processes
Working definitions Correlations
Model scores
Literature review
Prediction 6
![Page 7: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/7.jpg)
7
![Page 8: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/8.jpg)
8
![Page 9: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/9.jpg)
9
![Page 10: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/10.jpg)
10
![Page 11: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/11.jpg)
11
![Page 12: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/12.jpg)
12
![Page 13: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/13.jpg)
13
![Page 14: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/14.jpg)
14
![Page 15: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/15.jpg)
15
![Page 16: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/16.jpg)
16
![Page 17: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/17.jpg)
17
![Page 18: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/18.jpg)
18
![Page 19: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/19.jpg)
Data ProcessingCensus data
● General demographic information● Aggregated at block group level
Points of interest● Schools, libraries, parks, healthcare● Sourced from Seattle Open Data portal
Accessibility● Transit time to points of interest● Sourced from Google Distance Matrix API
Other data● Ex. walkscore, bike lanes, tree cover ● Can aggregate at any level● Crosswalk script converts to block group
19
![Page 20: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/20.jpg)
CIVICINFRASTRUCTURE
DEVELOPMENT
Median income
Unemployment
#Jobs
Property values
Proximity of recreation
Proximity of transit
Proximity of fresh produce
Proximity of hospitals
Proximity of schools
Housing stock
#Permits issued
Population density
Building heights
URBANEQUITY
ECONOMIC CLIMATE
Structural Equation ModelExample
IndicatorsLatent Variables(themes) 20
![Page 21: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/21.jpg)
DEVELOPMENT & BUSINESS
URBANEQUITY
INCOME
HEALTH
MOBILITY
HOUSING
ENVIRONMENT
EDUCATION
indicators
indicators
indicators
indicators
indicators
indicators
indicators
SEM: Original Idea
21
![Page 22: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/22.jpg)
Enhancing the Tool
● Build statistical analysis features to allow users to easily access more complicated diagnostic tests and graphics
● Create a system to visualize multiple indicators at once
● Incorporate more granular data into the model
● Develop further functionality at the neighborhood scale
Sharing the Tool
● Engage with stakeholders
● Targeted release of tool for testing
● Secure funding and hosting to support evolution of the tool
University of Washington - eScience Institute - College of Built Environments
Next Steps
22
![Page 23: EM presentation slides - eScience Instituteescience.washington.edu/.../02/EM-presentation-slides.pdf · 2018-02-16 · EM presentation slides Author: Rachel Berney Created Date: 2/16/2018](https://reader030.vdocuments.net/reader030/viewer/2022041104/5f0537867e708231d411dc3b/html5/thumbnails/23.jpg)
Thank you!
23