2017 Florida Data Science for Social Good Big Reveal

Karthikeyan Umapathy
Karthikeyan UmapathyAssociate Professor, School of Computing, University of North Florida
1
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Data Science Meets Community Impact
2
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
FL-DSSG Team
Program Directors
Dr. Dan Richard
Psychology, UNF
Dr. Karthikeyan Umapathy
Computing, UNF
Advisory Board Members
Jennifer Chapman
Fidelity Investments in Florida
Arri Landsman-Roos
Jacksonville Jaguars
Robert Marsh
NLP Logix
Industry Sherpas and Faculty Leads
Dr. Emma Apatu
Public Health, UNF
Dr. Sandeep Reddivari
Computing, UNF
Jay Lewis
Everbank
Kellen Blumberg
Jacksonville Jaguars
Dr. Bogdan Visinescu
Mathematics, UNF
3
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
2017 FL-DSSG Interns
Evan Copello
Psychology, UNF
Rachel Carpenter
Psychology, UNF
Gregory Rousis
Psychology, UNF
Jason Smith
Computing, UNF
Hinal Pandya
Computing, UNF
4
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Data Science for Social Good (DSSG)
Data Science for
Social Good
(DSSG)
Impactful Problems
with Nonprofits
Summer
Internship
Training Data
Scientist Interns
DSSG concept formed and started at the University of Chicago in 2013.
5
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Florida Data Science for Social Good
Nonprofit Center for
Northeast Florida
Seed fund for the 2017 Pilot
Nonprofit Organizations
Working on wicked problems with
social impact
Data-driven decision making
3 Nonprofits -Mayo Clinic,
Changing Homelessness, and
Yoga 4 Change
UNF Students
5 students from Computing and
Psychology
Working 20hrs per week
10 Week internship - June 5th to
August 11th
FL-DSSG Team
2 Program Directors
3 Advisory Board Members
2 Industry Mentors
3 Faculty Fellows
For more info: http://dssg.unf.edu
6
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Identify a
Nonprofit with a
”Wicked Problem”
Gather Data and
Formulate a Plan
Analyze the
Data
Improve Decision
Making Process
for our Nonprofit
Client
DSSG Process
7
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Last week
of Jan 2017
Call for project
proposal
submissions.
Information
Webinar on
DSSG Project
selection.
Second week
of Feb 2017
Last week of
Feb 2017
Project proposal
submissions due
date.
Client interviews
and proposal
evaluations.
March and
April 2017
Last Week of
April
Project selections
announced.
Client provides
data to DSSG.
First week of
June 2017
Project Selection Timeline
8
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
2017 FL-DSSG Projects
1. Changing Homelessness - Creating profiles of
homelessness
2. Yoga 4 Change - Analyzing impacts of yoga curriculum on
stress and mood levels
3. Mayo Clinic Wellness Rx - Helping the community
address health disparities
9
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Rena Coughlin
Nonprofit Center, CEO
10
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Creating Profiles of Homelessness
Moving Towards Dignity
11
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Profiles?
Wicked Problem: Are You Ready for Zero?
12
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Data Driven Profiles
N=192
N=629
(March-June)
Homeless
Management
Information
System
13
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Different People, Different Problems
John and Sarah
14
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
NYC: 73,523
Seattle: 10,122
Los Angeles: 41,174
San Diego: 8,669
D.C.: 8,350
San Francisco: 6,996
Boston: 6,240
Las Vegas: 6,208
Philadelphia: 6,112
Chicago: 6,786
Fort Lauderdale: 2,615
Orlando: 1,613
Jacksonville: 1,959
United States Homelessness
15
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Costs of Homelessness-Jacksonville
01 02 03
$31, 065 in Tax
Dollars for Each
Individual
$6,000-$12,000
Permanent
Supportive
Housing
Savings of
up to $49
Million Per
Year
16
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Point in Time Count
Total
Persons
All Other
Homeless
Veterans
Families with
Children
Chronically
Homeless
17
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Clara White
326.68
Hemming Park
400.56
Salvation Army
482.05
Sulzbacher Center
201.15
Location Six
201.15
City Rescue Mission
Salvation
Army/Sulzbacher
Center: Dinner:
6:20/6:30
City Rescue Mission:
Dinner: 4:30
Sulzbacher Center:
Lunch: 12:00
Clara White: Breakfast:
8:30
3.37 Miles (One Way)
1 hour and 9 minutes
Trinity Rescue Mission
A Day in the Life
18
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Cluster Membership
Health Concern
n=46
Most Vulnerable
n=56
Situational
n=41
19
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Question
Source
Question
Most
Vulnerable
Health
Concern
Situational
HMIS
Chronic Health
Condition
VISPDAT
Kicked out of
residence due to
mental health
issues
Chronic liver,
lung, kidney
disease
Tricked into doing
something
Not taking
medication
HMIS Recommendations
20
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Homeless Profiles in Shelters
Cluster
Total #
identified
Additional #
identified
CRM SCO SVA
Most
Vulnerable
132 76
Health
Condition
77 31
Situational 148 107
Shelter
41%
22%
37%
41%
26%
33%
9%
36%
55%
21
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Meaningful Daily Activity
Respec
t
Owe Money
Coerced Action
Social
Relationships
Threatened
Risky Behavior
Mental Health
Basic Needs
Income
Control
Safety
Violence
Dignity
Understanding Dignity
Job
22
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
* < Respect/Control
*
5.24
7.05
7.27
23
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Conclusions and Next Steps
Additional HMIS
Questions
01
Understand
All Profiles
02
Effective Zero 03
Provide Hope
and Support
04
24
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Analyzing Impacts of Yoga Curriculum on
Stress and Mood Levels
25
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Teach Yoga
to Different
Populations
Purpose-
Driven Yoga
Curriculum
About Yoga 4 Change
26
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Populations Served
01 02 03 04
INCARCERATED SUBSTANCE ABUSE VETERANS VULNERABLE YOUTH
Re-entry and dealing with
trauma
Addiction and other trauma Coping with PTSD, injury,
substance abuse and other
trauma
Struggling with abuse, neglect
and other trauma
27
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Analyze the Effect
of Yoga
Overtime, decrease in
stress level and increase in
mood Level
Create a New Way
to Collect Data
A new way to collect and
organize their data for
future
Wicked
Problem
Improvement on individual
blood pressure and heart
rate level as well
28
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Data Variables
Personal
• Gender
• Population
• Session time
Subjective
• Mood Level
• Stress Level
Objective
•Blood Pressure Level(SYS/DYS)
•Heart Rate
Total 1745 records (Jan 2016
– June 2017) in sample
dataset
• Male: 900
• Female: 753
• Incarcerated : 715
• Substance Abuse: 412
• Veterans: 196
• Vulnerable Youth: 405
• Morning: 156
• Afternoon: 163
29
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Analysis Process
Individual Level Clustering
Longitudinal Level
Group Level
30
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Group Analysis
Stress Before and After by Gender Mood Before and After by Gender
31
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Group Analysis cont’d.…
Ideal BP
Hypertension Stage I
Hypertension Stage II
Hypertension Stage II
Hypertension Stage I
Ideal BP
Systolic Blood Pressure Diastolic Blood Pressure
32
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Group Analysis cont’d.…
Mood Before and After by Population
Stress Before and After by Population
33
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Group Analysis cont’d.…
Stress Before and After by GenderTotal Number of Records
for Session Time
Mood Before and After by Gender
34
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Individual Analysis
Jim’s Stress Change After Yoga
Jim’s Mood Change After Yoga
35
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Longitudinal Analysis
Average Stress Change Across Sessions
36
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Longitudinal Analysis cont’d.…
Average Mood Change Across Sessions
37
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Clustering
Blood Pressure Before Yoga
38
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Clustering cont’d.…
Blood Pressure After Yoga
39
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Clustering cont’d.…
Blood Pressure Categories Before Yoga Blood Pressure Categories After Yoga
117
67
40
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Conclusion
Yoga Sessions
are Helpful
Improvement in Blood
Pressure and Heart Rate
Improving Data Entry
Adding Downstream
Outcomes
41
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Mayo Clinic Wellness Rx
Helping the Community Address Health Disparities
42
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Community Health Needs Assessment
WOLFSON’S CHILDREN’S HOSPITAL
BAPTIST HEALTH
BROOKS REHABILITATION
MAYO CLINIC
UF HEALTH JACKSONVILLE
ST. VINCENT’S HEALTHCARE
Jacksonville Metropolitan Community Benefit Partnership
43
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Current Decision Making Tool
http://jacksonville.com/files/interactives/risksurvey/
44
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
College Gardens – New Town
College Gardens
New Town
45
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Wellness Rx
“Community drive, community change”
• CHNA
46
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
11.18
6.57
3.53
9.38
6.7
2.65
0
2
4
6
8
10
12
Diabetes Heart Disease Stroke
Percent
Prevalence
Jacksonville US
Mayo’s Wicked Problem
47
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Solving Mayo’s Wicked Problem
Negative Health Outcomes
Where are the poor health
outcomes that need to be
addressed?
Environmental Factors
Access to resources
Demographic Factors
Disparities highly correlate
with minority populations
Community Assets
Are there services within the
community?
48
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Correlation Values
0.906
0.873
0.803
0.51
0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1
Poor Mental Hlth
Stroke
Heart Disease
No Dental Visit
Long Term Health Outcomes
49
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Correlation Values
Daily Determinants
50
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
500 Cities
Project
Identifying
Outcomes
Mapping in
Tableau
Methodology
51
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
COJ
Property
Appraiser
Community
Health Needs
Assessments
FL Dept. of
Environmental
Protection
Data Source Tree
52
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Data Source: 500 Cities Project
=
53
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Mayo’s Targeted Negative Outcomes
Diabetes
Stroke
Heart Disease
+
+
54
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Stroke
Heart Disease
Obesity
Diabetes
Mental Health
Dental Health
+
+
+
+
+
CHNA Targeted Negative Outcomes
55
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Mapping Tools
56
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Where to next?
Finding your Community,
Driving your Change
57
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Changing
Homelessness
Yoga 4 Change Mayo Clinic
Lauren D’Amico Kathryn Thomas Ann-Marie Knight
58
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
59
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Getting Ready for FL-DSSG 2018
Identify a Wicked Problem
and its Social Goodness
Get Commitment from
everyone involved
Identify Data Sources
and associated variables
Submit Proposal
Application in January 2018
04
03
02
01
60
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
61
2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
Resources
• FL-DSSG Website Link
http://dssg.unf.edu/
• Public Tableau Link
http://bit.ly/fldssgtableau
• PowerPoint Template
– This presentation was prepared using template developed by Aaron Kneile of
DesignSmash. Template is available in Envato Market.
– https://graphicriver.net/item/i9-template-system/10955645
1 of 61

Recommended

Seo executive perfomance appraisal 2 by
Seo executive perfomance appraisal 2Seo executive perfomance appraisal 2
Seo executive perfomance appraisal 2tonychoper1004
2.1K views18 slides
Hadoop 31-frequently-asked-interview-questions by
Hadoop 31-frequently-asked-interview-questionsHadoop 31-frequently-asked-interview-questions
Hadoop 31-frequently-asked-interview-questionsAsad Masood Qazi
2.8K views9 slides
Leveraging Service Computing and Big Data Analytics for E-Commerce by
Leveraging Service Computing and Big Data Analytics for E-CommerceLeveraging Service Computing and Big Data Analytics for E-Commerce
Leveraging Service Computing and Big Data Analytics for E-CommerceKarthikeyan Umapathy
686 views8 slides
Trivadis TechEvent 2017 Data Science in the Silicon Valley by Stefano Brunelli by
Trivadis TechEvent 2017 Data Science in the Silicon Valley by Stefano BrunelliTrivadis TechEvent 2017 Data Science in the Silicon Valley by Stefano Brunelli
Trivadis TechEvent 2017 Data Science in the Silicon Valley by Stefano BrunelliTrivadis
271 views82 slides
Top 10 database engineer interview questions and answers by
Top 10 database engineer interview questions and answersTop 10 database engineer interview questions and answers
Top 10 database engineer interview questions and answersjomfari
3.5K views17 slides

More Related Content

Viewers also liked

Top 10 data engineer interview questions and answers by
Top 10 data engineer interview questions and answersTop 10 data engineer interview questions and answers
Top 10 data engineer interview questions and answersjomfari
15.8K views17 slides
Logistic executive perfomance appraisal 2 by
Logistic executive perfomance appraisal 2Logistic executive perfomance appraisal 2
Logistic executive perfomance appraisal 2tonychoper5504
408 views18 slides
Hadoop Interview Questions and Answers | Big Data Interview Questions | Hadoo... by
Hadoop Interview Questions and Answers | Big Data Interview Questions | Hadoo...Hadoop Interview Questions and Answers | Big Data Interview Questions | Hadoo...
Hadoop Interview Questions and Answers | Big Data Interview Questions | Hadoo...Edureka!
5.4K views106 slides
Data engineer perfomance appraisal 2 by
Data engineer perfomance appraisal 2Data engineer perfomance appraisal 2
Data engineer perfomance appraisal 2tonychoper1004
6.1K views18 slides
Data Scientist/Engineer Job Demand Analysis by
Data Scientist/Engineer Job Demand AnalysisData Scientist/Engineer Job Demand Analysis
Data Scientist/Engineer Job Demand AnalysisBilong Chen
925 views29 slides
Trivadis TechEvent 2017 With the CLI through the Oracle Cloud Martin Berger by
Trivadis TechEvent 2017 With the CLI through the Oracle Cloud Martin BergerTrivadis TechEvent 2017 With the CLI through the Oracle Cloud Martin Berger
Trivadis TechEvent 2017 With the CLI through the Oracle Cloud Martin BergerTrivadis
602 views58 slides

Viewers also liked(12)

Top 10 data engineer interview questions and answers by jomfari
Top 10 data engineer interview questions and answersTop 10 data engineer interview questions and answers
Top 10 data engineer interview questions and answers
jomfari15.8K views
Logistic executive perfomance appraisal 2 by tonychoper5504
Logistic executive perfomance appraisal 2Logistic executive perfomance appraisal 2
Logistic executive perfomance appraisal 2
tonychoper5504408 views
Hadoop Interview Questions and Answers | Big Data Interview Questions | Hadoo... by Edureka!
Hadoop Interview Questions and Answers | Big Data Interview Questions | Hadoo...Hadoop Interview Questions and Answers | Big Data Interview Questions | Hadoo...
Hadoop Interview Questions and Answers | Big Data Interview Questions | Hadoo...
Edureka!5.4K views
Data engineer perfomance appraisal 2 by tonychoper1004
Data engineer perfomance appraisal 2Data engineer perfomance appraisal 2
Data engineer perfomance appraisal 2
tonychoper10046.1K views
Data Scientist/Engineer Job Demand Analysis by Bilong Chen
Data Scientist/Engineer Job Demand AnalysisData Scientist/Engineer Job Demand Analysis
Data Scientist/Engineer Job Demand Analysis
Bilong Chen925 views
Trivadis TechEvent 2017 With the CLI through the Oracle Cloud Martin Berger by Trivadis
Trivadis TechEvent 2017 With the CLI through the Oracle Cloud Martin BergerTrivadis TechEvent 2017 With the CLI through the Oracle Cloud Martin Berger
Trivadis TechEvent 2017 With the CLI through the Oracle Cloud Martin Berger
Trivadis602 views
Trivadis TechEvent 2017 Secrets of creation of reliable + maintainable (=cost... by Trivadis
Trivadis TechEvent 2017 Secrets of creation of reliable + maintainable (=cost...Trivadis TechEvent 2017 Secrets of creation of reliable + maintainable (=cost...
Trivadis TechEvent 2017 Secrets of creation of reliable + maintainable (=cost...
Trivadis240 views
Production executive perfomance appraisal 2 by tonychoper1004
Production executive perfomance appraisal 2Production executive perfomance appraisal 2
Production executive perfomance appraisal 2
tonychoper10044.4K views
Purchasing executive perfomance appraisal 2 by tonychoper1004
Purchasing executive perfomance appraisal 2Purchasing executive perfomance appraisal 2
Purchasing executive perfomance appraisal 2
tonychoper1004556 views
Principal engineer perfomance appraisal 2 by tonychoper1004
Principal engineer perfomance appraisal 2Principal engineer perfomance appraisal 2
Principal engineer perfomance appraisal 2
tonychoper10042.9K views
Computer software engineer performance appraisal by jamespoter576
Computer software engineer performance appraisalComputer software engineer performance appraisal
Computer software engineer performance appraisal
jamespoter57666K views

Similar to 2017 Florida Data Science for Social Good Big Reveal

Mental Health Ecosystem: Co-designing and Empowering with and for the patients by
Mental Health Ecosystem: Co-designing and Empowering with and for the patientsMental Health Ecosystem: Co-designing and Empowering with and for the patients
Mental Health Ecosystem: Co-designing and Empowering with and for the patientsJosep Perelló
473 views19 slides
2021 Florida Data Science for Social Good Big Reveal by
2021 Florida Data Science for Social Good Big Reveal2021 Florida Data Science for Social Good Big Reveal
2021 Florida Data Science for Social Good Big RevealKarthikeyan Umapathy
230 views79 slides
Desp national networking event november 2017 the role of the sit -luke rollin by
Desp national networking event november 2017  the role of the sit -luke rollinDesp national networking event november 2017  the role of the sit -luke rollin
Desp national networking event november 2017 the role of the sit -luke rollinPHEScreening
989 views33 slides
Making the Case for Peer to Peer Supports and A US Peer Workforce by
Making the Case for Peer to Peer Supports and A US Peer WorkforceMaking the Case for Peer to Peer Supports and A US Peer Workforce
Making the Case for Peer to Peer Supports and A US Peer WorkforceKlein, Padron & Associates
168 views23 slides
Data Services presentation for Psychology by
Data Services presentation for PsychologyData Services presentation for Psychology
Data Services presentation for PsychologyLynda Kellam
2K views33 slides
2018 Florida Data Science for Social Good (FL-DSSG) Big Reveal Presentation by
2018 Florida Data Science for Social Good (FL-DSSG) Big Reveal Presentation2018 Florida Data Science for Social Good (FL-DSSG) Big Reveal Presentation
2018 Florida Data Science for Social Good (FL-DSSG) Big Reveal PresentationKarthikeyan Umapathy
368 views99 slides

Similar to 2017 Florida Data Science for Social Good Big Reveal(20)

Mental Health Ecosystem: Co-designing and Empowering with and for the patients by Josep Perelló
Mental Health Ecosystem: Co-designing and Empowering with and for the patientsMental Health Ecosystem: Co-designing and Empowering with and for the patients
Mental Health Ecosystem: Co-designing and Empowering with and for the patients
Josep Perelló473 views
2021 Florida Data Science for Social Good Big Reveal by Karthikeyan Umapathy
2021 Florida Data Science for Social Good Big Reveal2021 Florida Data Science for Social Good Big Reveal
2021 Florida Data Science for Social Good Big Reveal
Desp national networking event november 2017 the role of the sit -luke rollin by PHEScreening
Desp national networking event november 2017  the role of the sit -luke rollinDesp national networking event november 2017  the role of the sit -luke rollin
Desp national networking event november 2017 the role of the sit -luke rollin
PHEScreening989 views
Data Services presentation for Psychology by Lynda Kellam
Data Services presentation for PsychologyData Services presentation for Psychology
Data Services presentation for Psychology
Lynda Kellam2K views
2018 Florida Data Science for Social Good (FL-DSSG) Big Reveal Presentation by Karthikeyan Umapathy
2018 Florida Data Science for Social Good (FL-DSSG) Big Reveal Presentation2018 Florida Data Science for Social Good (FL-DSSG) Big Reveal Presentation
2018 Florida Data Science for Social Good (FL-DSSG) Big Reveal Presentation
Service Learning Presentation - Pienta by Ryan Pienta
Service Learning Presentation - PientaService Learning Presentation - Pienta
Service Learning Presentation - Pienta
Ryan Pienta171 views
Running Head EVIDENCE-BASED PRACTICE PROJECT .docx by todd271
Running Head EVIDENCE-BASED PRACTICE PROJECT                 .docxRunning Head EVIDENCE-BASED PRACTICE PROJECT                 .docx
Running Head EVIDENCE-BASED PRACTICE PROJECT .docx
todd2712 views
HEP, Walk Your Heart to Health, IUHPE, New Zealand, 2019 by ewilsonpowers
HEP, Walk Your Heart to Health, IUHPE, New Zealand, 2019HEP, Walk Your Heart to Health, IUHPE, New Zealand, 2019
HEP, Walk Your Heart to Health, IUHPE, New Zealand, 2019
ewilsonpowers48 views
Views of the Economy Among the Public and OECD Thought Leaders by Pew Research Center
Views of the Economy Among the Public and OECD Thought LeadersViews of the Economy Among the Public and OECD Thought Leaders
Views of the Economy Among the Public and OECD Thought Leaders
ACP-LS 2017 Opportunities in Personalized Medicine by Chris Conner
ACP-LS 2017 Opportunities in Personalized MedicineACP-LS 2017 Opportunities in Personalized Medicine
ACP-LS 2017 Opportunities in Personalized Medicine
Chris Conner292 views

More from Karthikeyan Umapathy

2023 FL-DSSG - Big Reveal Slides by
2023 FL-DSSG - Big Reveal Slides2023 FL-DSSG - Big Reveal Slides
2023 FL-DSSG - Big Reveal SlidesKarthikeyan Umapathy
11 views65 slides
Systematic Literature Review and Research Model to Examine Data Analytics Ado... by
Systematic Literature Review and Research Model to Examine Data Analytics Ado...Systematic Literature Review and Research Model to Examine Data Analytics Ado...
Systematic Literature Review and Research Model to Examine Data Analytics Ado...Karthikeyan Umapathy
13 views17 slides
Finding Insights in Florida Voter Participation by
Finding Insights in Florida Voter ParticipationFinding Insights in Florida Voter Participation
Finding Insights in Florida Voter ParticipationKarthikeyan Umapathy
7 views26 slides
A Systematic Review of Affordable Homeownership using Data Science Methods by
A Systematic Review of Affordable Homeownership using Data Science MethodsA Systematic Review of Affordable Homeownership using Data Science Methods
A Systematic Review of Affordable Homeownership using Data Science MethodsKarthikeyan Umapathy
8 views16 slides
2022 Florida Data Science for Social Good (FL-DSSG) Big Reveal Slides by
2022 Florida Data Science for Social Good (FL-DSSG) Big Reveal  Slides2022 Florida Data Science for Social Good (FL-DSSG) Big Reveal  Slides
2022 Florida Data Science for Social Good (FL-DSSG) Big Reveal SlidesKarthikeyan Umapathy
40 views84 slides
Longitudinal Study on the Generational Impacts of Habitat for Humanity: A Res... by
Longitudinal Study on the Generational Impacts of Habitat for Humanity: A Res...Longitudinal Study on the Generational Impacts of Habitat for Humanity: A Res...
Longitudinal Study on the Generational Impacts of Habitat for Humanity: A Res...Karthikeyan Umapathy
90 views15 slides

More from Karthikeyan Umapathy(16)

Systematic Literature Review and Research Model to Examine Data Analytics Ado... by Karthikeyan Umapathy
Systematic Literature Review and Research Model to Examine Data Analytics Ado...Systematic Literature Review and Research Model to Examine Data Analytics Ado...
Systematic Literature Review and Research Model to Examine Data Analytics Ado...
A Systematic Review of Affordable Homeownership using Data Science Methods by Karthikeyan Umapathy
A Systematic Review of Affordable Homeownership using Data Science MethodsA Systematic Review of Affordable Homeownership using Data Science Methods
A Systematic Review of Affordable Homeownership using Data Science Methods
2022 Florida Data Science for Social Good (FL-DSSG) Big Reveal Slides by Karthikeyan Umapathy
2022 Florida Data Science for Social Good (FL-DSSG) Big Reveal  Slides2022 Florida Data Science for Social Good (FL-DSSG) Big Reveal  Slides
2022 Florida Data Science for Social Good (FL-DSSG) Big Reveal Slides
Longitudinal Study on the Generational Impacts of Habitat for Humanity: A Res... by Karthikeyan Umapathy
Longitudinal Study on the Generational Impacts of Habitat for Humanity: A Res...Longitudinal Study on the Generational Impacts of Habitat for Humanity: A Res...
Longitudinal Study on the Generational Impacts of Habitat for Humanity: A Res...
2020 Florida Data Science for Social Good Big Reveal by Karthikeyan Umapathy
2020 Florida Data Science for Social Good Big Reveal2020 Florida Data Science for Social Good Big Reveal
2020 Florida Data Science for Social Good Big Reveal
Dashboard for Extracting Regional Insights and Ranking Food Deserts in Northe... by Karthikeyan Umapathy
Dashboard for Extracting Regional Insights and Ranking Food Deserts in Northe...Dashboard for Extracting Regional Insights and Ranking Food Deserts in Northe...
Dashboard for Extracting Regional Insights and Ranking Food Deserts in Northe...
Developing a GIS Dashboard Tool to Inform Non-Profit Hospitals of Community H... by Karthikeyan Umapathy
Developing a GIS Dashboard Tool to Inform Non-Profit Hospitals of Community H...Developing a GIS Dashboard Tool to Inform Non-Profit Hospitals of Community H...
Developing a GIS Dashboard Tool to Inform Non-Profit Hospitals of Community H...
Collaborative Community Engagement: Bringing Data Science to Societal Challen... by Karthikeyan Umapathy
Collaborative Community Engagement: Bringing Data Science to Societal Challen...Collaborative Community Engagement: Bringing Data Science to Societal Challen...
Collaborative Community Engagement: Bringing Data Science to Societal Challen...
2019 Florida Data Science for Social Good (FL-DSSG) Big Reveal by Karthikeyan Umapathy
2019 Florida Data Science for Social Good (FL-DSSG) Big Reveal2019 Florida Data Science for Social Good (FL-DSSG) Big Reveal
2019 Florida Data Science for Social Good (FL-DSSG) Big Reveal
Security and User Experience: A Holistic Model for CAPTCHA Usability Issues by Karthikeyan Umapathy
Security and User Experience: A Holistic Model for CAPTCHA Usability IssuesSecurity and User Experience: A Holistic Model for CAPTCHA Usability Issues
Security and User Experience: A Holistic Model for CAPTCHA Usability Issues
A Research Plan to Study Impact of a Collaborative Web Search Tool on Novice'... by Karthikeyan Umapathy
A Research Plan to Study Impact of a Collaborative Web Search Tool on Novice'...A Research Plan to Study Impact of a Collaborative Web Search Tool on Novice'...
A Research Plan to Study Impact of a Collaborative Web Search Tool on Novice'...

Recently uploaded

SAP-TCodes.pdf by
SAP-TCodes.pdfSAP-TCodes.pdf
SAP-TCodes.pdfmustafaghulam8181
9 views285 slides
CRM stick or twist.pptx by
CRM stick or twist.pptxCRM stick or twist.pptx
CRM stick or twist.pptxinfo828217
10 views16 slides
[DSC Europe 23] Spela Poklukar & Tea Brasanac - Retrieval Augmented Generation by
[DSC Europe 23] Spela Poklukar & Tea Brasanac - Retrieval Augmented Generation[DSC Europe 23] Spela Poklukar & Tea Brasanac - Retrieval Augmented Generation
[DSC Europe 23] Spela Poklukar & Tea Brasanac - Retrieval Augmented GenerationDataScienceConferenc1
11 views29 slides
Ukraine Infographic_22NOV2023_v2.pdf by
Ukraine Infographic_22NOV2023_v2.pdfUkraine Infographic_22NOV2023_v2.pdf
Ukraine Infographic_22NOV2023_v2.pdfAnastosiyaGurin
1.4K views3 slides
Chapter 3b- Process Communication (1) (1)(1) (1).pptx by
Chapter 3b- Process Communication (1) (1)(1) (1).pptxChapter 3b- Process Communication (1) (1)(1) (1).pptx
Chapter 3b- Process Communication (1) (1)(1) (1).pptxayeshabaig2004
5 views30 slides
SUPER STORE SQL PROJECT.pptx by
SUPER STORE SQL PROJECT.pptxSUPER STORE SQL PROJECT.pptx
SUPER STORE SQL PROJECT.pptxkhan888620
12 views16 slides

Recently uploaded(20)

CRM stick or twist.pptx by info828217
CRM stick or twist.pptxCRM stick or twist.pptx
CRM stick or twist.pptx
info82821710 views
[DSC Europe 23] Spela Poklukar & Tea Brasanac - Retrieval Augmented Generation by DataScienceConferenc1
[DSC Europe 23] Spela Poklukar & Tea Brasanac - Retrieval Augmented Generation[DSC Europe 23] Spela Poklukar & Tea Brasanac - Retrieval Augmented Generation
[DSC Europe 23] Spela Poklukar & Tea Brasanac - Retrieval Augmented Generation
Ukraine Infographic_22NOV2023_v2.pdf by AnastosiyaGurin
Ukraine Infographic_22NOV2023_v2.pdfUkraine Infographic_22NOV2023_v2.pdf
Ukraine Infographic_22NOV2023_v2.pdf
AnastosiyaGurin1.4K views
Chapter 3b- Process Communication (1) (1)(1) (1).pptx by ayeshabaig2004
Chapter 3b- Process Communication (1) (1)(1) (1).pptxChapter 3b- Process Communication (1) (1)(1) (1).pptx
Chapter 3b- Process Communication (1) (1)(1) (1).pptx
ayeshabaig20045 views
SUPER STORE SQL PROJECT.pptx by khan888620
SUPER STORE SQL PROJECT.pptxSUPER STORE SQL PROJECT.pptx
SUPER STORE SQL PROJECT.pptx
khan88862012 views
UNEP FI CRS Climate Risk Results.pptx by pekka28
UNEP FI CRS Climate Risk Results.pptxUNEP FI CRS Climate Risk Results.pptx
UNEP FI CRS Climate Risk Results.pptx
pekka2811 views
[DSC Europe 23] Milos Grubjesic Empowering Business with Pepsico s Advanced M... by DataScienceConferenc1
[DSC Europe 23] Milos Grubjesic Empowering Business with Pepsico s Advanced M...[DSC Europe 23] Milos Grubjesic Empowering Business with Pepsico s Advanced M...
[DSC Europe 23] Milos Grubjesic Empowering Business with Pepsico s Advanced M...
Cross-network in Google Analytics 4.pdf by GA4 Tutorials
Cross-network in Google Analytics 4.pdfCross-network in Google Analytics 4.pdf
Cross-network in Google Analytics 4.pdf
GA4 Tutorials6 views
Data Journeys Hard Talk workshop final.pptx by info828217
Data Journeys Hard Talk workshop final.pptxData Journeys Hard Talk workshop final.pptx
Data Journeys Hard Talk workshop final.pptx
info82821710 views
[DSC Europe 23] Zsolt Feleki - Machine Translation should we trust it.pptx by DataScienceConferenc1
[DSC Europe 23] Zsolt Feleki - Machine Translation should we trust it.pptx[DSC Europe 23] Zsolt Feleki - Machine Translation should we trust it.pptx
[DSC Europe 23] Zsolt Feleki - Machine Translation should we trust it.pptx
Short Story Assignment by Kelly Nguyen by kellynguyen01
Short Story Assignment by Kelly NguyenShort Story Assignment by Kelly Nguyen
Short Story Assignment by Kelly Nguyen
kellynguyen0119 views
Organic Shopping in Google Analytics 4.pdf by GA4 Tutorials
Organic Shopping in Google Analytics 4.pdfOrganic Shopping in Google Analytics 4.pdf
Organic Shopping in Google Analytics 4.pdf
GA4 Tutorials12 views
CRIJ4385_Death Penalty_F23.pptx by yvettemm100
CRIJ4385_Death Penalty_F23.pptxCRIJ4385_Death Penalty_F23.pptx
CRIJ4385_Death Penalty_F23.pptx
yvettemm1006 views
Survey on Factuality in LLM's.pptx by NeethaSherra1
Survey on Factuality in LLM's.pptxSurvey on Factuality in LLM's.pptx
Survey on Factuality in LLM's.pptx
NeethaSherra15 views

2017 Florida Data Science for Social Good Big Reveal

  • 1. 1 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Data Science Meets Community Impact
  • 2. 2 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 FL-DSSG Team Program Directors Dr. Dan Richard Psychology, UNF Dr. Karthikeyan Umapathy Computing, UNF Advisory Board Members Jennifer Chapman Fidelity Investments in Florida Arri Landsman-Roos Jacksonville Jaguars Robert Marsh NLP Logix Industry Sherpas and Faculty Leads Dr. Emma Apatu Public Health, UNF Dr. Sandeep Reddivari Computing, UNF Jay Lewis Everbank Kellen Blumberg Jacksonville Jaguars Dr. Bogdan Visinescu Mathematics, UNF
  • 3. 3 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 2017 FL-DSSG Interns Evan Copello Psychology, UNF Rachel Carpenter Psychology, UNF Gregory Rousis Psychology, UNF Jason Smith Computing, UNF Hinal Pandya Computing, UNF
  • 4. 4 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Data Science for Social Good (DSSG) Data Science for Social Good (DSSG) Impactful Problems with Nonprofits Summer Internship Training Data Scientist Interns DSSG concept formed and started at the University of Chicago in 2013.
  • 5. 5 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Florida Data Science for Social Good Nonprofit Center for Northeast Florida Seed fund for the 2017 Pilot Nonprofit Organizations Working on wicked problems with social impact Data-driven decision making 3 Nonprofits -Mayo Clinic, Changing Homelessness, and Yoga 4 Change UNF Students 5 students from Computing and Psychology Working 20hrs per week 10 Week internship - June 5th to August 11th FL-DSSG Team 2 Program Directors 3 Advisory Board Members 2 Industry Mentors 3 Faculty Fellows For more info: http://dssg.unf.edu
  • 6. 6 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Identify a Nonprofit with a ”Wicked Problem” Gather Data and Formulate a Plan Analyze the Data Improve Decision Making Process for our Nonprofit Client DSSG Process
  • 7. 7 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Last week of Jan 2017 Call for project proposal submissions. Information Webinar on DSSG Project selection. Second week of Feb 2017 Last week of Feb 2017 Project proposal submissions due date. Client interviews and proposal evaluations. March and April 2017 Last Week of April Project selections announced. Client provides data to DSSG. First week of June 2017 Project Selection Timeline
  • 8. 8 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 2017 FL-DSSG Projects 1. Changing Homelessness - Creating profiles of homelessness 2. Yoga 4 Change - Analyzing impacts of yoga curriculum on stress and mood levels 3. Mayo Clinic Wellness Rx - Helping the community address health disparities
  • 9. 9 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Rena Coughlin Nonprofit Center, CEO
  • 10. 10 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Creating Profiles of Homelessness Moving Towards Dignity
  • 11. 11 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Profiles? Wicked Problem: Are You Ready for Zero?
  • 12. 12 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Data Driven Profiles N=192 N=629 (March-June) Homeless Management Information System
  • 13. 13 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Different People, Different Problems John and Sarah
  • 14. 14 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 NYC: 73,523 Seattle: 10,122 Los Angeles: 41,174 San Diego: 8,669 D.C.: 8,350 San Francisco: 6,996 Boston: 6,240 Las Vegas: 6,208 Philadelphia: 6,112 Chicago: 6,786 Fort Lauderdale: 2,615 Orlando: 1,613 Jacksonville: 1,959 United States Homelessness
  • 15. 15 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Costs of Homelessness-Jacksonville 01 02 03 $31, 065 in Tax Dollars for Each Individual $6,000-$12,000 Permanent Supportive Housing Savings of up to $49 Million Per Year
  • 16. 16 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Point in Time Count Total Persons All Other Homeless Veterans Families with Children Chronically Homeless
  • 17. 17 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Clara White 326.68 Hemming Park 400.56 Salvation Army 482.05 Sulzbacher Center 201.15 Location Six 201.15 City Rescue Mission Salvation Army/Sulzbacher Center: Dinner: 6:20/6:30 City Rescue Mission: Dinner: 4:30 Sulzbacher Center: Lunch: 12:00 Clara White: Breakfast: 8:30 3.37 Miles (One Way) 1 hour and 9 minutes Trinity Rescue Mission A Day in the Life
  • 18. 18 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Cluster Membership Health Concern n=46 Most Vulnerable n=56 Situational n=41
  • 19. 19 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Question Source Question Most Vulnerable Health Concern Situational HMIS Chronic Health Condition VISPDAT Kicked out of residence due to mental health issues Chronic liver, lung, kidney disease Tricked into doing something Not taking medication HMIS Recommendations
  • 20. 20 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Homeless Profiles in Shelters Cluster Total # identified Additional # identified CRM SCO SVA Most Vulnerable 132 76 Health Condition 77 31 Situational 148 107 Shelter 41% 22% 37% 41% 26% 33% 9% 36% 55%
  • 21. 21 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Meaningful Daily Activity Respec t Owe Money Coerced Action Social Relationships Threatened Risky Behavior Mental Health Basic Needs Income Control Safety Violence Dignity Understanding Dignity Job
  • 22. 22 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 * < Respect/Control * 5.24 7.05 7.27
  • 23. 23 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Conclusions and Next Steps Additional HMIS Questions 01 Understand All Profiles 02 Effective Zero 03 Provide Hope and Support 04
  • 24. 24 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Analyzing Impacts of Yoga Curriculum on Stress and Mood Levels
  • 25. 25 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Teach Yoga to Different Populations Purpose- Driven Yoga Curriculum About Yoga 4 Change
  • 26. 26 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Populations Served 01 02 03 04 INCARCERATED SUBSTANCE ABUSE VETERANS VULNERABLE YOUTH Re-entry and dealing with trauma Addiction and other trauma Coping with PTSD, injury, substance abuse and other trauma Struggling with abuse, neglect and other trauma
  • 27. 27 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Analyze the Effect of Yoga Overtime, decrease in stress level and increase in mood Level Create a New Way to Collect Data A new way to collect and organize their data for future Wicked Problem Improvement on individual blood pressure and heart rate level as well
  • 28. 28 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Data Variables Personal • Gender • Population • Session time Subjective • Mood Level • Stress Level Objective •Blood Pressure Level(SYS/DYS) •Heart Rate Total 1745 records (Jan 2016 – June 2017) in sample dataset • Male: 900 • Female: 753 • Incarcerated : 715 • Substance Abuse: 412 • Veterans: 196 • Vulnerable Youth: 405 • Morning: 156 • Afternoon: 163
  • 29. 29 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Analysis Process Individual Level Clustering Longitudinal Level Group Level
  • 30. 30 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Group Analysis Stress Before and After by Gender Mood Before and After by Gender
  • 31. 31 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Group Analysis cont’d.… Ideal BP Hypertension Stage I Hypertension Stage II Hypertension Stage II Hypertension Stage I Ideal BP Systolic Blood Pressure Diastolic Blood Pressure
  • 32. 32 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Group Analysis cont’d.… Mood Before and After by Population Stress Before and After by Population
  • 33. 33 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Group Analysis cont’d.… Stress Before and After by GenderTotal Number of Records for Session Time Mood Before and After by Gender
  • 34. 34 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Individual Analysis Jim’s Stress Change After Yoga Jim’s Mood Change After Yoga
  • 35. 35 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Longitudinal Analysis Average Stress Change Across Sessions
  • 36. 36 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Longitudinal Analysis cont’d.… Average Mood Change Across Sessions
  • 37. 37 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Clustering Blood Pressure Before Yoga
  • 38. 38 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Clustering cont’d.… Blood Pressure After Yoga
  • 39. 39 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Clustering cont’d.… Blood Pressure Categories Before Yoga Blood Pressure Categories After Yoga 117 67
  • 40. 40 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Conclusion Yoga Sessions are Helpful Improvement in Blood Pressure and Heart Rate Improving Data Entry Adding Downstream Outcomes
  • 41. 41 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Mayo Clinic Wellness Rx Helping the Community Address Health Disparities
  • 42. 42 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Community Health Needs Assessment WOLFSON’S CHILDREN’S HOSPITAL BAPTIST HEALTH BROOKS REHABILITATION MAYO CLINIC UF HEALTH JACKSONVILLE ST. VINCENT’S HEALTHCARE Jacksonville Metropolitan Community Benefit Partnership
  • 43. 43 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Current Decision Making Tool http://jacksonville.com/files/interactives/risksurvey/
  • 44. 44 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 College Gardens – New Town College Gardens New Town
  • 45. 45 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Wellness Rx “Community drive, community change” • CHNA
  • 46. 46 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 11.18 6.57 3.53 9.38 6.7 2.65 0 2 4 6 8 10 12 Diabetes Heart Disease Stroke Percent Prevalence Jacksonville US Mayo’s Wicked Problem
  • 47. 47 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Solving Mayo’s Wicked Problem Negative Health Outcomes Where are the poor health outcomes that need to be addressed? Environmental Factors Access to resources Demographic Factors Disparities highly correlate with minority populations Community Assets Are there services within the community?
  • 48. 48 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Correlation Values 0.906 0.873 0.803 0.51 0 0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1 Poor Mental Hlth Stroke Heart Disease No Dental Visit Long Term Health Outcomes
  • 49. 49 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Correlation Values Daily Determinants
  • 50. 50 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 500 Cities Project Identifying Outcomes Mapping in Tableau Methodology
  • 51. 51 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 COJ Property Appraiser Community Health Needs Assessments FL Dept. of Environmental Protection Data Source Tree
  • 52. 52 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Data Source: 500 Cities Project =
  • 53. 53 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Mayo’s Targeted Negative Outcomes Diabetes Stroke Heart Disease + +
  • 54. 54 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Stroke Heart Disease Obesity Diabetes Mental Health Dental Health + + + + + CHNA Targeted Negative Outcomes
  • 55. 55 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Mapping Tools
  • 56. 56 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Where to next? Finding your Community, Driving your Change
  • 57. 57 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Changing Homelessness Yoga 4 Change Mayo Clinic Lauren D’Amico Kathryn Thomas Ann-Marie Knight
  • 58. 58 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
  • 59. 59 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Getting Ready for FL-DSSG 2018 Identify a Wicked Problem and its Social Goodness Get Commitment from everyone involved Identify Data Sources and associated variables Submit Proposal Application in January 2018 04 03 02 01
  • 60. 60 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
  • 61. 61 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Resources • FL-DSSG Website Link http://dssg.unf.edu/ • Public Tableau Link http://bit.ly/fldssgtableau • PowerPoint Template – This presentation was prepared using template developed by Aaron Kneile of DesignSmash. Template is available in Envato Market. – https://graphicriver.net/item/i9-template-system/10955645

Editor's Notes

  1. Credit Mo Riza Flickr
  2. Will be integrated with Tableau. Want to investigate those that are chronically homeless, but other profiles within those as well: due to such large numbers.
  3. 1. Group Level : Analyzing mood, stress, blood pressure, heart rate level by gender, population and time of the session that individual has attended the class on 2. Individual Level : Analyzing how the levels improve by the number of session that individuals attend. (there were many individuals who have taken more than one session) 3. Longitudinal Level : Overtime change in Stress and Mood Level 4. Clustering: Analyzing the pattern of before class levels and after class levels and correlations between them
  4. In July 2011, Baptist Health, Brooks Rehabilitation, Mayo Clinic, UF Health Jacksonville, St. Vincent’s HealthCare and Wolfson Children’s Hospital formed a coalition, along with county health departments, called the Jacksonville Metropolitan Community Benefit Partnership. The tax-exempt hospitals face a federal requirement to provide these reports, called “community health needs assessments,” but Jacksonville’s hospitals decided to do one joint report every three years rather than each doing its own.
  5. Spacing, Hi to Lo, Jax/US Kelly-Hayes, M. (2010). Influence of Age and Health Behaviors on Stroke Risk: Lessons from Longitudinal Studies. Journal of the American Geriatrics Society, 58(Suppl 2), S325–S328. http://doi.org/10.1111/j.1532-5415.2010.02915.x
  6. Outer Layer – Community Assets “At the Core is the Health Outcomes”
  7. We were interested in how specific factors interacted with each other. We found 2 overwhelming patterns that encapsulated the majority of the variables we looked at. This first one being “Long Term Health Outcomes.” These are factors that grouped together because they represent a pattern of poor health over a longer period of time.
  8. Daily determinants represent the factors that effect the population on a more “regular” scale. Things like “Parks” and “Grocery Stores” effect the day-to-day in these areas, as well
  9. Change font and circle shapes
  10. Add imagery The 500 Cities Project gathered data from the largest 500 cities in the US. The data comes from the US Census Bureau
  11. This is the precise question we were tasked to answer. With this data, Mayo and other community providers can use data to drive their decisions.
  12. This is the precise question we were tasked to answer. With this data, Mayo and other community providers can use data to drive their decisions.