big data applications in health care
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Big Data Applications in Health CareLeo Barella
Without data, you’re just another person with an opinion
- W. Edwards Deming
Varietyof data
Volumeof data
Velocityof data
Horse & Buggy Automobile Mechanics & Body Shops
Fuel Injectors GPS & Smart OBD Self-driving Vehicles
Automobile Mechanics & Body Shops
Fuel Injectors GPS & Smart OBD Self-driving Vehicles
Hospitals & ClinicsVillage Doctor Specialists
Web Intelligence Healthcare IoT & Genomics Technology-enabled Self Care
Other Industry Comparisons
Flight Buying
CarInsurance
Car Buying
Match making
Explosive Spending in Health Care TechHealth care market is a $3Trillion dollar industry
Additional Data-driven Conditions that Impact Population Health
Environment
Food & Retail IndustryExercise
Socioeconomics Psychology
Variety Velocity Volume
Heart Rate Blood Pressure
VO2 Max pH Balance
Glucose Lactic Acid
Temperature Sleep
Cortisol Genome
Blood Comp Body Comp
Weight Hydration
GPS Air Quality
Pollution Humidity
EMF Water Purity
Monthly
Daily
Real-time
Terabyte
Petabyte
Exabyte
Technology-enabled Self Care
Detectable
Non-Detectable
Fixable
Non-Fixable
Areas of Focus for the 3 Vs in Health
The more information consumers put out there via theInternet of Things, the more services they can leverage
WELLNESS PERSONALIZEDMEDICINE
CAREDELIVERY
COSTTRANSPARENCY
Evolving Roles of Health Professionals
• Physician as manager, rather than repository of medical knowledge• Greater reliance on HIT for decision support• Improved care through use of aggregate patient data• Highly networked, team based care• New ethical & legal issues/quandaries
Providers
Evolving Roles of Health Professionals
• Uncertain economics of drug development & commercialization• Regulatory mandates could disrupt development budgets &
market plans• “Personalization” of drugs will require partnering with diagnostics
companies
Pharma
Payers
Evolving Roles of Health Professionals
• Greater emphasis on clinical validity & utility of diagnostic tests • Increased need to demonstrate cost efficiencies• Proactive strategies to limit reimbursement • Increased pressure to change paradigm towards preventive
medicine
Healthcare Data ApplicationsMillennials• Predictive premiums• Activity/lifestyle-based premiums• Gamification• Social communities• Advanced payment systems• Tele-health• Communication channels between patient/provider (appointment booking, claims
paying, auto-pharma refill, messaging, health record portals)
Provide Value through Convenience & Experience
Healthcare Data ApplicationsFamilies• Care convenience (rent-a-device)• Remote care• Retail buying pattern integration• Diagnostic integration• Predictive provider recommendations• Communication channels between patient/provider (appointment booking, claims
paying, auto-pharma refill, adherence notifications, pediatric alerts)
Provide Value through Understanding Patients & Predicting Needs
Healthcare Data ApplicationsSeniors• Advanced Welcome Packages• Enhanced walkthroughs/tutorials of benefits & portals• Medication Management• Outreach programs• Communication channels between patient/provider (appointment booking, claims
paying, auto-pharma refill, adherence notifications, immobility alerts)
Provide Value through Education & Improving Quality of Life
The Next Generation of Healthcare
Increasingly predictive analytics and consumer-centric health systems will
improve quality of life with personalized care.
Leo Barella
Share your ideas with me
Leo Barella
@LeoBarella333
• @GreatLakesBI • #GreatLakesBI16
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