User Generated HealthChris Hoggtwitter.com/cwhoggcitizenmed.wordpress.com
6,8363.4127/62843.2
We are currently in the era of disconnected health
We are disconnected from our health data50.7% use EMR$44k in stimulus per doc
We are disconnected from our physicians
We are disconnected from the healthcare system
We are disconnected from our own health
Being disconnected leads to poor health
Obesity Trends* Among U.S. AdultsBRFSS,1990, 1999, 2009(*BMI 30, or about 30 lbs. overweight for 5’4” person)1999199020091/3 of Americans will have diabetes by 2050(CDC)No Data          <10%           10%–14%	    15%–19%           20%–24%          25%–29%           ≥30%
The pace of drug development is slowing
How did we lose control of our personal health identity?
Technology will disrupt healthcare…(it will just take longer than other industries)80% search for health3rd most popular web-based pursuit(Susannah Fox, Pew Internet Project)
Cyberchondria“Unfounded escalation of concerns about common symptomatology, based on the review of search results and literature on the Web”2 in 5 report increase in anxiety from medical search(White and Horvitz, Microsoft Research)
The patient is the most underutilized resource in healthcare
Measurement facilitates behavioral change10.5%(Seligman and Darley 1977)
Is mHealth adoption following a familiar pattern?% of Age GroupAgeData from:Brian Dolan, MobiHealthNewsSusannah Fox, Pew Internet Project
Apple wants to connect you to your health
New data is more powerfulthan a new drug39% reduction in hospitalizations over 6 months
50%73 million have HTN69% with first MI
Know your target audience
Even young people have chronic medical conditions% of PatientsAge
# of chronic conditions for Medicare beneficiaries (65+)5+conditionsBut as people age, they get a lot moreNo conditions4conditions1condition3conditions2 conditionsPresented at the Annual Academy Health Research Meeting, June 2007; CMS (Centers for Medicare and Medicare Services)
Medical / clinical is converging with health / wellness
What you can learn from a few data points?
Mood SeasonalityMood by Day of Week
Significant personal information from a single daily data point
30Crowdsourcing personal health data
Xanax(Alprazolam)ExerciseB Vitamins31
Can crowdsourced personal health data be used to predict personalized drug responses?
Data is beginning to flow from the system to users
Access to data – Blue ButtonPractice FusionMSHV
Prescription data is beginning to flowSurescripts data on Rx histories
Rx history + treatment algorithm = understanding
You can learn a lot about a person from a few simple data points
Beta BlockersDiureticsHigh Blood PressureDrugACE InhibitorsDrug ClassLiptorZocorLovastatinPravacholCrestorLescolCalcium Channel BlockersARBsStatins70-80% of CAD patients have high blood pressureHigh CholesterolCoronary Artery Disease(CAD)Myocardial Infarction(Heart Attack)ZetiaTricorVytorinGemfibrozilNiaspanMedical ConditionsEventHDLandOther20-30% of CAD patients have Type 2 Diabetes TZDsDrug ClassMetforminType 2 DiabetesDPP -4 InhibitorsDrugSulphonylureasInsulin
Hidalgo et al. PLoS Computational Biology 5(4):e1000353 (2009)http://hudine.neu.edu/
High CholesterolHigh Blood Pressure12345High Blood PressureHigh CholesterolHigh Blood PressureHigh Blood PressureType 2 DiabetesHigh CholesterolType 2 DiabetesOsteoporosis
Social Health AppSocial Health AppSocial Health Layer / Health GraphGoogle HealthMicrosoft HealthVaultPractice Fusion EMR / PHRAllScripts PHROther EMR / PHR System APIsGoogle AppsMSHV AppsPF AppsAS AppsOther PHR Apps
We are entering the era of Participatory Medicine
A medical record is a punctuated data streamGaps filled via recollectionPersonal Health Data
Anamnesis(patient recollection)is not accurate
EMR data + user generated data = healthstreamPersonal Health Data
Rx of AppsMedicationsMETFORMIN 500MG BIDLISINOPRIL 20MG OD	Applications
I will own my healthstream and health data
The market for health data is very large
Healthcare systems are the future
Data enables us all to become Citizen Scientists
Can butter make you smarter?
The MTHFR Study
Groups of users will come together to run their own clinical trials
Genomera: A platform for Citizen Science
Future study:meditation and blood pressure
Citizen Science has the power to disrupt healthcareDrug ATrack common measures of efficacy, potential side effects, events, etc.Drug B
For those interested in learning more, the Bay Area is a good place to be…
Chris Hoggcwhogg@gmail.comtwitter.com/cwhogglinkedin.com/in/cwhoggcitizenmed.wordpress.com?Thank You

Stanford cs247 lecture 2 21-11 final v ss

Editor's Notes

  • #58 Registry data, phase 2 POC studies, value of speeding up clinical trials