observations of daily living personalized health monitoring
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Observations of Daily Living
Personalized Health Monitoring & Feedback
Abrahm CoffmanAnnette GreinerMatt GedigianJames TuckerNathaniel Wharton
Personal Health Tracking
Building a Platform
KidOoDL
Personal Health TrackingPatient Care
Chronic Illnesses / Preventative MedicinePatient Narrative / Recall Bias
Social HealthSharing similar experiencesSocial motivation / peer pressure
ResearchEpidemiology, Clinical Trials
What Are We Tracking?Thinking about the Data
Sensors vs. ObservationsQuantitative vs. Qualitative
Referring to the DataVital SignsBasic BiometricsObservations of Daily Living!!
“Patterns & Realities of Daily Life”
WeightHeart RateBlood PressureBlood GlucoseBrain WavesMedicationDietExerciseSleepMoodPain
WeightHeart RateBlood PressureBlood GlucoseBrain WavesMedicationDietExerciseSleepMoodPain
Adoption ChallengesMedical Community
Physician WorkflowsHealth Information Standards Support
Patient CommunityData Entry
Can you provide immediate gratification? Rewards?Sparse data is much less useful
Behavioral ChangeThe ultimate goal is probably the hardest
Personal Health Tracking
Building a Platform
KidOoDL
Platform Architecture
Data Model
Architecture (Implementation)
Personal Health Tracking
Building a Platform
KidOoDL
Data to trackDoctor’s recommend tracking for all newborns:
Eat – frequency and amountSleep – frequency and amountElimination – type and frequencyEspecially important for preemies!
MilestonesPhysical and emotional skills children develop by
specific age ranges Baby can lift head while on stomach by end of 3rd month
Combined represent to parent and doctor alike the baby’s health and development
NeedsParents want
to know the baby is health (in the normal range)to see where baby is above average (can brag)to find patterns and correlations
eat at X amount at Y time and then sleeps Z hoursto provide this to the doctor quickly and easily
Doctors wantclear, concise, useful information that fits in their
workflow and decision making processesinput into what parents track
ChallengesMultiple caregivers require multiple data entry
points and modes for the same childParents, Family, Daycare, Nanny: all need to track
and share the same informationDifficult to remember to track at 4:00AM with little
sleepRecall bias – best to track at moment of
occurrence, not hour or days laterTravel
Not in location where tracking device isSchedule for child is thrown off
Our AnswersKidOoDL
iPhone applicationMobile, everywhere, convenient, easy data entryInformation Visualization
WebsiteAccount managementAccess managementInformation storageInformation VisualizationIntegration with Google Health
UI Design – Competitive AnalysisFor the iPhone,Baby BrainBabyConnectiTrackBabyBaby Activity LoggerNursingLogTotal BabyBaby GeekBantWeightbot
For Android,Baby ESP
For the web,Trixie TrackerKeastheCarrotPatientsLikeMeProject HealthDesign
UI Design – PersonasRick – gadget-loving working fatherAngela – tech-shy mother, primary personaScott – academic pediatricianEmma – community pediatricianSusan – entrepreneurial babysitter
UI Design – Paper Prototypes
UI Design – Usability TestingSingle-click data entry doesn’t workConsistent navigation is better than contextual“Charts” are for doctors and developersParents are turned off by the idea of archivingTimers don’t work for long-term eventsCross-platform consistency is expected
UI Design - iPhone App
UI Design - iPhone App
UI Design – Web App
UI Design – Web App
UI Design – Graphic Design
UI Design – Graphic Design
UI Design – Visualizations
UI Design – Visualizations
UI Design – Visualizations
UI Design – Visualizations
Web App - Screen Shot
Web App – Screen Shot
Web App – Screen Shot
iPhone – Screen Shots
Where do we go from here?Incorporate ‘Berkeley Health Informatics’Expand framework and ODLs supportedPilot Programs
Lucile Packard Children’s HospitalUCSF
Develop Social Interaction FrameworkAdditional application development
KidOoDL on Android, Blackberry, Win Mobile 7