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Why Model Healthcare Systems Based on Population Need?
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Why Model Healthcare Systems Based on Population Need?
Claire Cordeaux: Executive Director, Healthcare
Brittany Hagedorn: U.S. Healthcare Lead
_________
Get the Most from Population Health Initiatives
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Global Perspectives
Brittany HagedornUS Lead Healthcare, SIMUL8
Simone AtungoDirector Community Development and Integration, Mount Sinai, Toronto
Claire CordeauxExecutive Director, Healthcare SIMUL8, background UK NHS, original developer of Scenario Generator
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Housekeeping
• Audio
• Q and A
• Recording available on SIMUL8healthcare.com
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Agenda
• Introductions
• Current State of the Art
• Triple Aim Vision
• Case Studies: Simulating Interventions
• Key Takeaways
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Healthcare On the Move• Need to reduce cost
– Crunched budgets, – Hiring freezes, – Supply chain initiatives
• Aging population• Post-reform environment• New payer/commissioner and provider
perspectives• Evolving patient expectations
Result is an environment where Population Health Management is greatly needed!
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Many Definitions“On the clinical side of a hospital or health system, (population health) often entails tracking patients by disease groups, identifying gaps in care, and addressing them before they result in aggravated conditions, or avoidable admissions and trips to the ED. Aggregated clinical data are essential to managing population health.”
--Health Finance News, April 2014
“…opportunity for health care delivery systems, public health agencies, community-based organizations, and many other entities to work together to improve health outcomes in the communities they serve”
--Soto, M, Population Health in the Affordable Care Act Era, Academy Health, 2013
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
IHI’s Triple Aim
“Drive the Triple Aim, simultaneously improving the health of the population, enhancing the experience and outcomes of the patient, and reducing per capita cost of care for the benefit of communities.”
Understand your population to improve planning and delivery of
care
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Where do we start?
Never Events
Value-Based Care
Aging Popula-
tionPay 4 Perfor-mance
Cost Sharing
Medicare Fee
Schedule
Primary Care
Access
ACO & PCMH
Expanded
Coverage
Readmis-sions & Mortality
Patient Satisfac-
tion
Outcome Measure
s
7 day working
Managing chronic diseases
With a deeper understanding of how the pieces fit together, you can address several needs at once.
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Complex Interactions
ChronicDisease
Prevalence
AgingPopulation
ExpandedCoverage
Although each of these drivers is an independent influence, policy and operational decisions would benefit from a combined perspective:
• Related populations.• Similar (and compounding) effects on patient needs.• Overlapping solutions.
Patient acuity increasing.
Disease interactions.
Importance of environmental & social influences.
Scrutiny on costs.
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Key Questions
Any population health strategy needs to answer a few questions:
•How much capacity will we need? What will utilization be?
•What effect will it have on lead times / access to appointments?
•How much will it cost? Can that be reduced?
•How will this effect clinical outcomes?
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
State of the Art: Today
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
State of the Art: Tomorrow
Use the Scientific Method to make…
•Evidence-Based Decisions that,•Achieve Predictable Results using,•Targeted Changes at,•Lower Cost.
Cycle of Continuous Improvement
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
New Strategies Needed
These are all valuable disciplines, but none are fully equipped to look at the whole system, where you need to understand demand and address cost, quality, clinical and non-clinical domains, operations, and engagement.
LeanSix
Sigma
EpidemiologyPublic Health
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Innovation with SimulationBringing together population health and
service utilization
•Built in demographic data
•Scenario testing to inform decision making
•Risk free, zero cost environment
•Predict results before you invest
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
What is simulation?
High level flow and operational questions, individual patient variability, graphical visualisation
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Dementia Model
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
• Strategic planning in health and social services• Framework for understanding whole systems• Built-in data for immediate scenario testing• Easy to use for those new to simulation• Developed with NHS Institute UK• 80% of NHS England, Scotland Health Boards
Canada, Italy, US, Australia
Scenario Generator
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
How the model works
Activity from demographic projections and age-related factors influencing demand
Simulating patient journeys through a set of services depending on need
Whole system, user-configured to represent “what if?” questions
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Scenario Generator
PathwaysScenarios
Wholesystemmodel
Simulationresults
Service points, flows
& waits
Servicemodels
Referral patternsCapacityDuration
PopulationDemographyPrevalence
Prevalence/Influencing
factors
Demographicweighting
Population
Constrainedresources
Urgent
Planned
Maternity
Mental Health
Social Care
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Sample Applications
• Chronic condition management• Population health needs assessment• Health disparities• Integration of health and social service• Post-acute care coordination• Demand shifting to lower acuity settings
(outpatient, urgent, alternative practitioners)
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Modeling Maternity with Mount Sinai
Population
1.17m
Conception rate by
female age-band
Annual births @ 13,000
% split for uninsured
etc.
5 year projections
+ 3.6%
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
The pathway: insured 41.85%, uninsured 0.35%
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
The pathway ctd.
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Bed Capacity• 180 beds• Length of stay 2-15 days C-section, 1-5 days vaginal 48%
utilization• Minimum delays
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Impact on capacity if not uninsured?
• Less 1 % utilization• Less $400k
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Impact if 5% fewer elective C sections?
• Less 2 % utilization• Less $37k
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Toronto Food Bank
• Increasing access to health services for Food Bank users
• What if a senior nurse service was provided direct to Food Bank users?• How many appointments?• How long will users wait?• If they wait too long, will they attend the ED?• What is the cost?
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Toronto Food Bank
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Toronto Food Bank
• 4676 visits a year• 1 nurse – operating 48 hours a week• 1 hour ($100) new appointment, 15 minutes ($50)
follow up, ED visit $500• If users wait more than 24 hours, they will attend
ED
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Results
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Add a second nurse
• Reduces overall costs from $874,650 to $830,850
• Fewer ED visits
• More nurse consultations
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Case 2: Radiology Capacity
• What impact does demographic change and new clinical practice have on the demand for CT and MRI over the next 10 years?
• “Clinicians say we must have a new scanner – that’s a £1m decision – and we are in deficit – can we manage without one?”
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Scenario 1
Natural population growth
Scenario 2
Population growth +
7% (CT) and 11% (MRI)
Annual Increase
Scenario 3
Population growth +
Annual Increase +
New Clinical Practice
Case 2: Results
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
How long until we need a new scanner (MRI only, 11%
growth)?1. 2 years?
2. 4 years?
3. 5 years?
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Case 2: Results – MRI Details
Demand begins to exceed capacity.
Queues build within the model.
Additional capacity is required to meet demand.
Additional capacity not required until Year 8 – scanners operational 7days.
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
When do we need a new scanner if they are operational
24/7?1. 5 years?
2. 8 years?
3. 10 years?
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Case 2: Results
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Case 3: Stable Prostate Cancer
• How many patients require PCP and Outpatient treatments every year?
• Could this care be delivered more efficiently?• What is the impact on costs?• Could breaches in waiting times be avoided?
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Case 3: High level pathway
Wait
Access Targets2 week wait to referral62 day wait to treatment
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Case 3: Building the pathways
DIAGNOSIS TREATMENT
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Case 3: Assumptions
Outpatient clinic capacity is 80 appointments a week including:
– First Visits– Follow Up Outpatients– Treatments
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Case 3: PSA Diagnostic Scenario
What if we introduced a second PSA test into primary care?
Scenario:•Current state – after first positive PSA all patients referred to secondary care•Future state – what if two thirds (instead of one third) of patients have second PSA test in primary care?
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
What if PSA?: before
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
What if PSA?: before
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
What is the impact of 2/3rd patients having a second PSA?
Reduce average waiting time (currently 20 days) for initial appointment by:
1.2 days?
2.3 days?
3.5 days?
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
What if PSA?: after
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Case 3: PCP Treatment Scenario
What if PCPs carried out the 6 month PSA/QA with LHRHa?
Scenario:•Current state – patients have 3 monthly LHRHa with PCP and 6 mo. PSA/QA at outpatient clinic•Future state – what if 50% of patients had 6 month PSA/QA test in primary care?
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
What if PCP LES for treatment?: before
QA and PSA performed in outpatients every 6 months
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
QA and PSA performed by GP with 6 months LHRHa instead of in outpatients
What if PCP LES for treatment?: after
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
What is the financial impact?
Is the cost of the patient pathway:
1.Less?
2.More?
3.The same?
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
User feedback
We will be able to demonstrate to the PCT and PCPs how a simple change to the pathway by adding in a second PSA
test in primary care will prevent the majority of our prostate cancer 62 day
treatment breaches – a real issue in this pathway where diagnostics require a wait between them (TRUS and MRI)
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Key Take-Aways• Planning services including population health is
increasingly important in today’s healthcare environment
• There are limited tools available to address the complexity of population health
• Using simulation tools such as Scenario Generator enable health systems to – Make evidence-based investments, – Reduce risk, – Improve clinical outcomes, and – Manage healthcare costs per patient.
Click to edit Master title style
SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
Click to edit Master title styleQUESTIONS
The scientist is not a person who gives the right answers, he's one who asks the right
questions.Claude Lévi-Strauss
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SIMUL8 Corporation | SIMUL8.com | [email protected] 1 800 547 6024 | +44 141 552 6888
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• Please forward any topics you would like to see covered to [email protected]
• Continue the discussion on SIMUL8 in Health – LinkedIn Group