Download - OpenmHealth Overview
IDA SIM, CO-FOUNDERDEBORAH ESTRIN, CO-FOUNDER
DAVID HADDAD, PROGRAM MANAGERDecember 5, 2011
#openmhealth
Sponsored by the Robert Wood Johnson Foundation and the California Health Care Foundation
A project of the Tides Center
data driven feedback loops
2
without better sensemaking to drive
these feedback loops…
Plateau of Diminished Promise
outline for remainder of talk
1. OPEN INFOVIS FOR SENSEMAKING (DEBORAH)
2. PERSONAL EVIDENCE ARCHITECTURE (IDA)
3. OPENMHEALTH.ORG (DAVID)
open infovis for sensemaking
infovis architecture
INFOVIS IS A SET OF TOOLS FOR ANALYSIS AND VISUALIZATION OF INFORMATION
ARCHITECTURE IMPLIES SYSTEMIC, STRUCTURAL, AND ORDERLY PRINCIPLES TO MAKE SOMETHING WORK (SAUL WURMAN)
BY DRIVING THE INFOVIS ARCHITECTURE THROUGH CONCRETE APPLICATIONS WE’RE ABLE TO CATALYZE RAPID EVOLUTION, VALIDATION, AND SHARING OF SENSEMAKING TECHNIQUES
data processing units (DPU)
DPU: WEB SERVICE THAT PERFORMS DATA TRANSFORMATION • EACH DPU EXECUTES ONE TASK (E.G., SMOOTHING,
FEATURE EXTRACTION, …)• APIS DEFINE DATA INPUT AND OUTPUT FORMATS• STANDARDIZED META-DATA IDENTIFY COMMON
PARAMETERS
CAN BE CHAINED TO CREATE PROCESSING PIPELINE
REFERENCE IMPLEMENTATIONS IN PROGRESS USING R AND JAVA (HTTP://OPENCPU.ORG)
data visualization units (DVU)
DVU: BROWSER RENDERED CLIENT SOFTWARE • MODULAR, REUSABLE VISUALIZATION COMPONENTS• WELL-DOCUMENTED INTERFACES• TAILOR USER EXPERIENCE WITH SPECIAL INFOGRAPHIC
UNITS
REFERENCE IMPLEMENTATION USING HTML5 AND JAVASCRIPT• INTERFACE TO DPUS WITH JSON OVER HTTP
why open?
personal evidence architecture
rephrasing ‘does it work?’
(Complexes of) Exposures
Outcomestrength of association?individual
population
Increased breastfeedin
g
Text4Baby
‘does it work on average?’
50 people population
100 people
PTSD Coach
PTSD symptoms
PTSD symptoms
50 people
Usual care
‘does it work for me?’
PTSD sx
PTSD Coach
Usual care
Usual care
PTSD Coach
PTSD Coach
Usual care
PTSD sx
individual
me
N-of-1 study design
flipping direction of research inference
PTSD sxPTSD Coach
Usual care
Usual care
PTSD Coach
PTSD Coach
Usual care
PTSD sx
individual
me
population
PTSD sxPTSD Coach
Usual care
Usual care
PTSD Coach
PTSD Coach
Usual care
PTSD sx
individual
me
PTSD sxPTSD Coach
Usual care
Usual care
PTSD Coach
PTSD Coach
Usual care
PTSD sx
individual
me
PTSD sxPTSD Coach
Usual care
Usual care
PTSD Coach
PTSD Coach
Usual care
PTSD sx
individual
me
PTSD sxPTSD Coach
Usual care
Usual care
PTSD Coach
PTSD Coach
Usual care
PTSD sx
individual
me
priority components• N-OF-1 SCRIPTING AND ANALYSIS
– CHRONIC PAIN MANAGEMENT PILOT (WITH R KRAVITZ, UC DAVIS)
•LIBRARIES OF SHARED, VALIDATED MEASURES– E.G., PROMIS MEASURES
• METADATA TO SUPPORT DATA AGGREGATION- …ABOUT VARIABLES (E.G., DATATYPE, CODE SYSTEM AND
VALUE)- …ABOUT CONTEXT (E.G., OS AND VERSION, ACTIVITY
STATE, DEMOGRAPHICS)
5
mission of open mHealth
1. catalytic convener
2. scale
3. flip the direction of research inference
an integrated approachFOCUS ON DEVELOPERS AND HEALTH INNOVATORS FOR THE NEXT 7 MONTHS TO BUILD CODE AND CO-DEVELOP MANY MORE USE CASES
users
developers
health innovators
moving forward
what is open mHealth doing?
building
engaging• PARTNERSHIPS WITH RESEARCH INSTITUTIONS, TECH
STARTUPS, ETC.
• DEVELOPER AND HEALTH INNOVATOR COMMUNITIES
• SECURING RESOURCES THROUGH SPONSORSHIPS AND GRANTS
• FORMING WORKING GROUPS ON TOPICS IN THE OPEN MHEALTH ARCHITECTURE
timeline
get involved
developers• CODE AVAILABLE AT
HTTP://GITHUB.COM/OMHEALTH , FEBRUARY 2012
• GOOGLE+ HANGOUTS• WORKING GROUPS• EMAIL: [email protected]
health innovators• SIGN UP TO CO-DEVELOP WITH OMH, HEALTH
INNOVATOR APPLICATION, http://bit.ly/codevelop• GOOGLE+ HANGOUTS• EMAIL [email protected] TO
PARTICIPATE IN WORKING GROUPS
connect with us• WEB: www.openmhealth.org • TWITTER: @open_mhealth• [email protected]