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Harnessing Population Health
Management to Promote Quality
Improvement in Healthcare
Judy Murphy, RN, FACMI, FHIMSS, FAAN
Chief Nursing Officer
IBM Global Healthcare & Life Sciences
Slide 2
What we will cover:
– Evolving healthcare landscape – what is changing and why
we need to change too
– Population Health Management
– Reimagining Health and Healthcare with Mobile
– Population Health Management requires Patient Engagement
– Emerging Consumerism and eCommerce
– The Need for Analytics
– The Era of Cognitive Computing (Watson)
Healthcare transformation is happening, driven by
fundamental shifts in expectations and critical drivers
Expectations for better
quality, value and
outcomes
Escalating incidence and
cost of chronic disease
Changing demographics
and lifestyles
Globalization of health
care
Critical resource
shortages
Increased competition
and new entrants
Advances in
technologies
and treatments
Slide 3
Old Healthcare New Healthcare
Fee for service Pay for performance
Volume Value
Delivery Quality Outcome
Employer-centric Consumer-centric
Prices unknown Cost transparency
One way dialogue Engaged & mobile
Transactional Brand loyal
Data poor & disconnected Integrated rich “big” data
Reactive Predictive & prescriptive
Standards Personalized & optimized
This transformation is an evolution …
to a new model for healthcare
Slide 4
Healthcare is moving to a system focused on value,
coordinated around the individual,
and integrated into our communities
Focus is on value,
coordinated around the
individual and integrated
into communities
Emphasis is on proactive
care to meet health needs
Payment will be based on
value and outcomes
Care is standardized
according to evidence-
based guidelines
We measure quality and
make rapid changes to
improve it
Data and Information
Understand
and
influence
their
populations
Evidence-based and
standardizedcare planning
Coordination
across
boundaries
-- share care,
accountability
and risk
Individual
engagement
and
empower-
ment
Quality
measurement
and
performance
reporting
Social Worker
Behavioural
Health
Family
Community
Pallative Care/
Hospice
Rehabilitation
Home Care
Specialists Intensivist
Physical
Therapist
Dietician
Case Manager
Caregivers
Transportation
Housing
Medications
Funding and
Payment
Primary
Care
Slide 5
The new model is Value Based Care –
centered around the patient
Value =
Experience
Cost
Taking steps to achieve better
results, and improve customer
(patient) satisfaction
Reducing waste, reducing
errors, managing risk, improving
efficiency and quality
Organizations
are on a journey
to improve value
Slide 6
Population Health Management
HEALTHY / LOW RISK CHRONICAT RISK
ACTIVE
DISEASE
No or very-low touch
Medium to
high touch
Low touch
High
touch
40-60% 5-15%20-25% 2-3%
60+
5-10% 30-40%15-20% 40-50%
RISK
STRATIFICA
TION
POPULATION
RELATIVE
COST
ENGAGE
MENT
Fully automated
Validate from data
Blended -
retail outlet,
care mgt,
automated
Mostly automated
with email, call,
text, mobile app
Active
Case
Mgmt
OUTREACH
Capability Needs
• Data (internal-external)
• Scalable platform/data
management
• Risk analytics &
management
• Insight analytics
• Similarity analytics
• Cost of care analytics
• Actuarial analytics
• Marketing analytics
• Marketing management
• Predictive modeling /
next best action
• CRM
• Campaign management
• Outreach advisor
• Remote data capture
• Mobile apps
• Network analytics
• Care coordination tool/
clinical integration~20% of population
drives ~80% of cost
ENTIRE
POPULATION
Slide 7
Reimagining Health &
Healthcare with Mobile
Slide 8
Mobile is being exploited to:
Facilitate anytime anywhere access to data and extend
services beyond traditional settings
Develop new engagement techniques and health strategies
with patients and consumers
Gain insights to provide more personalized, proactive
interventions; bring analytics to the point of care
Slide 9
Imagining Care Anywhere
https://www.youtube.com/watch?v=UOMtWFeyscg
Slide 10
The Power of Patient Engagement:
Population Health Management requires Patient Engagement
Capture and incorporate
preferences
Personalize offerings
and services
Innovate to deliver quality,
convenience and total
experience
“Know me”
“Engage me”
“Empower me”
• What’s my history?
• What are my preferences?
• How will I respond?
• What will motivate me?
• Respect my privacy
• Engage in the preferred dialog
• Be relevant (“right information”)
• Be consistent across touch points
• Show sincerity -- “you care”
• Give me the information I need
• Connect me with relevant communities
• Simplify control and access
• Enable action and convenience
Slide 11
Trends Supporting Greater Patient Engagement
The way we pay for and deliver care is changing.
Health IT adoption has reached a tipping point.
Technology is getting better, cheaper, faster
and more ubiquitous.
Consumers increasingly expect online
engagement, in all aspects of their lives.
Slide 12
Integration of health in our lives
https://www.youtube.com/watch?v=-zh9fibMaEk
Slide 13
So what is driving “Consumerism” in healthcare?
Source: Healthcare Payer News, May 2014
• Cost shifting – “out of
pocket” costs are
increasing for individual
healthcare consumers
• There is an increase in
the use of High
Deductible plans and
Health Savings Accounts
(HSAs), leading to more
consumer price sensitivity
Slide 14
New business models for delivering care are emerging,
providing people with more “choice”
Slide 15
Health Plan Engagement App Demo
https://www.youtube.com/watch?v=brtucoXRbTA
Consumer “Shop & Buy” activities
Slide 16
Successful healthcare organizations thrive by using analytics
as a core strategic foundation
Early and accurate
insights on member
health risk and
utilization to inform
Financial / Actuarial
decisions
Patient-360 insights
to inform Medical
Management in
chronic disease &
episode
management
Insights into referral
patterns and
provider quality to
support Network
Design and
Management
Inform program design &
operations for Marketing &
Sales and Customer
Service with insights on
consumer preferences &
triggers
Population
Health
Risk
Management
Consumer
Engagement
Provider
Relations
Support
Business
Functions
Impact
Continuumof
Care
Sample Analytics Applications
Facilitate insights
exchange &
messaging across care
team members. Inform
incentives design.
Enabling analytics to
empower ACOs and
providers to
succeed in value-
based payment
transformation
Next best action
analytics leveraging
real-time data to
optimize omni-
channel consumer
engagement
Provide tools to
providers to
enhance risk
stratification and
clinical decision
making
Care Path
Mining
Network
Optimization
Personality
Insights
Consumer
Segmentation
Risk
Stratification
Utilization
Prediction
Cost Patten
Detection
Channel
Optimization
Resource
Allocation
17
Slide 17
 What is the optimal
treatment based on the
latest literature for my
patient’s clinical profile?
 Why is this the best
protocol?
Basic
Reporting
 What happened?
 When and
where?
 How much?
Foundational
Analytics
 Who is at risk?
 What is happening?
 How can we improve?
 What is the Right
Data?
 What actions to take?
Enterprise –
Wide Data
InsightsRetrospectiv
e Reporting
Proactive
Interventions
and Improved
Outcomes
 Data Governance
 Centralize Data
 Structured and Unstructured
 Data Sharing
 Cost of Care Intelligence
 High latency reporting
 Spreadsheets
 Limited view reports
 Dept data marts
 Population Health
Analytics
 Evidence-based
medicine
 Streaming Analytics
 Similarity Analytics
Natural language
understanding
Guided consumer
experience
Watson Applications
Clinical Content Analysis
Personalized Healthcare
Dynamic
Learning for
Optimal Care
Guidance
Predictive &
Prescriptive
 What will happen?
 How can we pre-empt?
 What is the likely outcome? Who
would be best at managing this
patient?
 What is the expected response
to potential medications?
CognitiveThe Healthcare Analytics
Journey
18
Slide 18
Published
Knowledge
WATSON
Patient Care
and Insights
Knowledge-Driven Methods Data-Driven Methods
Observational
Data
Longitudinal health records
Claims data
Patient reported data
Scientific papers
Books
Guidelines
Patient Similarity Analytics
Identification
of evidence-
based best
practice
From population averages … To insights for individual patients
Analytics strategy must span both knowledge & data-driven methods
19 Slide 19
Trusted
Information
Platform
Predictive
Dashboards
Natural
Language
Cognitive
Computing
‘Big Data’
Volume,
Velocity,
Variety…
Patient
Similarity
Healthcare Analytics Progression
Slide 20
Watson is ushering in a new era of computing
1900 1950 2011
Slide 21
Cognitive Systems Era
Discover and Decide
Interact Naturally
Learn and Reason
Slide 22
Watson May Help Beat Cancer
Slide 23
https://www.youtube.com/watch?v=E7wpFfEqE1k
Slide 24
Thanks!
Judy Murphy
murphyja@us.ibm.com
@JudyMurphyHIT

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Harnessing Population Health Management to Promote Quality Improvement in Healthcare by Judy Murphy

  • 1. Harnessing Population Health Management to Promote Quality Improvement in Healthcare Judy Murphy, RN, FACMI, FHIMSS, FAAN Chief Nursing Officer IBM Global Healthcare & Life Sciences
  • 2. Slide 2 What we will cover: – Evolving healthcare landscape – what is changing and why we need to change too – Population Health Management – Reimagining Health and Healthcare with Mobile – Population Health Management requires Patient Engagement – Emerging Consumerism and eCommerce – The Need for Analytics – The Era of Cognitive Computing (Watson)
  • 3. Healthcare transformation is happening, driven by fundamental shifts in expectations and critical drivers Expectations for better quality, value and outcomes Escalating incidence and cost of chronic disease Changing demographics and lifestyles Globalization of health care Critical resource shortages Increased competition and new entrants Advances in technologies and treatments Slide 3
  • 4. Old Healthcare New Healthcare Fee for service Pay for performance Volume Value Delivery Quality Outcome Employer-centric Consumer-centric Prices unknown Cost transparency One way dialogue Engaged & mobile Transactional Brand loyal Data poor & disconnected Integrated rich “big” data Reactive Predictive & prescriptive Standards Personalized & optimized This transformation is an evolution … to a new model for healthcare Slide 4
  • 5. Healthcare is moving to a system focused on value, coordinated around the individual, and integrated into our communities Focus is on value, coordinated around the individual and integrated into communities Emphasis is on proactive care to meet health needs Payment will be based on value and outcomes Care is standardized according to evidence- based guidelines We measure quality and make rapid changes to improve it Data and Information Understand and influence their populations Evidence-based and standardizedcare planning Coordination across boundaries -- share care, accountability and risk Individual engagement and empower- ment Quality measurement and performance reporting Social Worker Behavioural Health Family Community Pallative Care/ Hospice Rehabilitation Home Care Specialists Intensivist Physical Therapist Dietician Case Manager Caregivers Transportation Housing Medications Funding and Payment Primary Care Slide 5
  • 6. The new model is Value Based Care – centered around the patient Value = Experience Cost Taking steps to achieve better results, and improve customer (patient) satisfaction Reducing waste, reducing errors, managing risk, improving efficiency and quality Organizations are on a journey to improve value Slide 6
  • 7. Population Health Management HEALTHY / LOW RISK CHRONICAT RISK ACTIVE DISEASE No or very-low touch Medium to high touch Low touch High touch 40-60% 5-15%20-25% 2-3% 60+ 5-10% 30-40%15-20% 40-50% RISK STRATIFICA TION POPULATION RELATIVE COST ENGAGE MENT Fully automated Validate from data Blended - retail outlet, care mgt, automated Mostly automated with email, call, text, mobile app Active Case Mgmt OUTREACH Capability Needs • Data (internal-external) • Scalable platform/data management • Risk analytics & management • Insight analytics • Similarity analytics • Cost of care analytics • Actuarial analytics • Marketing analytics • Marketing management • Predictive modeling / next best action • CRM • Campaign management • Outreach advisor • Remote data capture • Mobile apps • Network analytics • Care coordination tool/ clinical integration~20% of population drives ~80% of cost ENTIRE POPULATION Slide 7
  • 8. Reimagining Health & Healthcare with Mobile Slide 8
  • 9. Mobile is being exploited to: Facilitate anytime anywhere access to data and extend services beyond traditional settings Develop new engagement techniques and health strategies with patients and consumers Gain insights to provide more personalized, proactive interventions; bring analytics to the point of care Slide 9
  • 11. The Power of Patient Engagement: Population Health Management requires Patient Engagement Capture and incorporate preferences Personalize offerings and services Innovate to deliver quality, convenience and total experience “Know me” “Engage me” “Empower me” • What’s my history? • What are my preferences? • How will I respond? • What will motivate me? • Respect my privacy • Engage in the preferred dialog • Be relevant (“right information”) • Be consistent across touch points • Show sincerity -- “you care” • Give me the information I need • Connect me with relevant communities • Simplify control and access • Enable action and convenience Slide 11
  • 12. Trends Supporting Greater Patient Engagement The way we pay for and deliver care is changing. Health IT adoption has reached a tipping point. Technology is getting better, cheaper, faster and more ubiquitous. Consumers increasingly expect online engagement, in all aspects of their lives. Slide 12
  • 13. Integration of health in our lives https://www.youtube.com/watch?v=-zh9fibMaEk Slide 13
  • 14. So what is driving “Consumerism” in healthcare? Source: Healthcare Payer News, May 2014 • Cost shifting – “out of pocket” costs are increasing for individual healthcare consumers • There is an increase in the use of High Deductible plans and Health Savings Accounts (HSAs), leading to more consumer price sensitivity Slide 14
  • 15. New business models for delivering care are emerging, providing people with more “choice” Slide 15
  • 16. Health Plan Engagement App Demo https://www.youtube.com/watch?v=brtucoXRbTA Consumer “Shop & Buy” activities Slide 16
  • 17. Successful healthcare organizations thrive by using analytics as a core strategic foundation Early and accurate insights on member health risk and utilization to inform Financial / Actuarial decisions Patient-360 insights to inform Medical Management in chronic disease & episode management Insights into referral patterns and provider quality to support Network Design and Management Inform program design & operations for Marketing & Sales and Customer Service with insights on consumer preferences & triggers Population Health Risk Management Consumer Engagement Provider Relations Support Business Functions Impact Continuumof Care Sample Analytics Applications Facilitate insights exchange & messaging across care team members. Inform incentives design. Enabling analytics to empower ACOs and providers to succeed in value- based payment transformation Next best action analytics leveraging real-time data to optimize omni- channel consumer engagement Provide tools to providers to enhance risk stratification and clinical decision making Care Path Mining Network Optimization Personality Insights Consumer Segmentation Risk Stratification Utilization Prediction Cost Patten Detection Channel Optimization Resource Allocation 17 Slide 17
  • 18.  What is the optimal treatment based on the latest literature for my patient’s clinical profile?  Why is this the best protocol? Basic Reporting  What happened?  When and where?  How much? Foundational Analytics  Who is at risk?  What is happening?  How can we improve?  What is the Right Data?  What actions to take? Enterprise – Wide Data InsightsRetrospectiv e Reporting Proactive Interventions and Improved Outcomes  Data Governance  Centralize Data  Structured and Unstructured  Data Sharing  Cost of Care Intelligence  High latency reporting  Spreadsheets  Limited view reports  Dept data marts  Population Health Analytics  Evidence-based medicine  Streaming Analytics  Similarity Analytics Natural language understanding Guided consumer experience Watson Applications Clinical Content Analysis Personalized Healthcare Dynamic Learning for Optimal Care Guidance Predictive & Prescriptive  What will happen?  How can we pre-empt?  What is the likely outcome? Who would be best at managing this patient?  What is the expected response to potential medications? CognitiveThe Healthcare Analytics Journey 18 Slide 18
  • 19. Published Knowledge WATSON Patient Care and Insights Knowledge-Driven Methods Data-Driven Methods Observational Data Longitudinal health records Claims data Patient reported data Scientific papers Books Guidelines Patient Similarity Analytics Identification of evidence- based best practice From population averages … To insights for individual patients Analytics strategy must span both knowledge & data-driven methods 19 Slide 19
  • 21. Watson is ushering in a new era of computing 1900 1950 2011 Slide 21
  • 22. Cognitive Systems Era Discover and Decide Interact Naturally Learn and Reason Slide 22
  • 23. Watson May Help Beat Cancer Slide 23 https://www.youtube.com/watch?v=E7wpFfEqE1k