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2017 Florida Data Science for Social Good Big Reveal

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Florida Data Science for Social Good (FL-DSSG) Big Reveal event was held on August 7 (Monday) from 4:30 PM to 6:30 PM at the Nonprofit Center (40 E Adams St., Jacksonville). At the event, FL-DSSG interns presented findings and revealed insights gained from the Mayo Clinic, Changing Homelessness, and Yoga 4 Change projects.

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2017 Florida Data Science for Social Good Big Reveal

  1. 1. 1 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Data Science Meets Community Impact
  2. 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. 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. 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. 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. 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. 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. 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. 9 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Rena Coughlin Nonprofit Center, CEO
  10. 10. 10 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Creating Profiles of Homelessness Moving Towards Dignity
  11. 11. 11 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Profiles? Wicked Problem: Are You Ready for Zero?
  12. 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. 13 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Different People, Different Problems John and Sarah
  14. 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. 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. 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. 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. 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. 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. 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. 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. 22 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 * < Respect/Control * 5.24 7.05 7.27
  23. 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. 24 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Analyzing Impacts of Yoga Curriculum on Stress and Mood Levels
  25. 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. 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. 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. 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. 29 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Analysis Process Individual Level Clustering Longitudinal Level Group Level
  30. 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. 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. 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. 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. 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. 35 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Longitudinal Analysis Average Stress Change Across Sessions
  36. 36. 36 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Longitudinal Analysis cont’d.… Average Mood Change Across Sessions
  37. 37. 37 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Clustering Blood Pressure Before Yoga
  38. 38. 38 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Clustering cont’d.… Blood Pressure After Yoga
  39. 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. 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. 41 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Mayo Clinic Wellness Rx Helping the Community Address Health Disparities
  42. 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. 43 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Current Decision Making Tool http://jacksonville.com/files/interactives/risksurvey/
  44. 44. 44 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 College Gardens – New Town College Gardens New Town
  45. 45. 45 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Wellness Rx “Community drive, community change” • CHNA
  46. 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. 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. 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. 49 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Correlation Values Daily Determinants
  50. 50. 50 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 500 Cities Project Identifying Outcomes Mapping in Tableau Methodology
  51. 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. 52 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Data Source: 500 Cities Project =
  53. 53. 53 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Mayo’s Targeted Negative Outcomes Diabetes Stroke Heart Disease + +
  54. 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. 55 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Mapping Tools
  56. 56. 56 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017 Where to next? Finding your Community, Driving your Change
  57. 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. 58 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
  59. 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. 60 2017 Florida Data Science for Social Good Big RevealAugust 7, 2017
  61. 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

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