Targeting Agricultural Water Management Interventions: the TAGMI Tool
Targeting Interventions for the Highest-Need, Highest-Cost ...July 21, 2015 For Audio Dial:...
Transcript of Targeting Interventions for the Highest-Need, Highest-Cost ...July 21, 2015 For Audio Dial:...
www.chcs.org
July 21, 2015
For Audio Dial: 866-952-1906
Passcode: 582935
Targeting Interventions for the Highest-Need, Highest-Cost Medicare-Medicaid Enrollees:
Health Plan Approaches
Promoting Integrated Care for Dual Eligibles (PRIDE) is supported by The Commonwealth Fund.
Questions?
To submit a question, please click the question mark icon located in the toolbar at the top of your screen.
Answers to questions that cannot be addressed due to time constraints will be shared after the webinar.
2 2
3
About the Center for Health Care Strategies
A non-profit health
policy center
dedicated to
improving the
health of low-
income Americans
I. Welcome and Introductions
II. Identifying High-Need, High-Cost Medicare-Medicaid Enrollees through Predictive Modeling for Targeting Services and Interventions
III. Questions and Discussion
IV. Targeting Housing and Supportive Services to Promote Community Living and Independence
V. Questions and Discussion
Agenda
4
Medicare-Medicaid Enrollees are a High-Need Population
65 AND OVER UNDER 65
• More likely to have been diagnosed with 3+ chronic conditions
• 25% have a behavioral health disorder• Enrollment increased 8% since 2006
• 40% have a behavioral health disorder• Enrollment increased 20% since 2006
5
• 10.7 million Medicare-Medicaid enrollees
• 1 in 5 Medicare enrollees are dually eligible
• More likely than Medicare- or Medicaid-only enrollees to have multiple, chronic health conditions
• More than 40% use LTSS
• 33% are under 65
Sources: Medicare-Medicaid Coordination Office. February 2014. Data Analysis Brief Medicare-Medicaid Dual Enrollment from 2006 through 2013; and Congressional Budget Office. June 2013. Dual-Eligible Beneficiaries of Medicare and Medicaid: Characteristics, Health Care Spending, and Evolving Policies .
Promoting Integrated Care for Dual Eligibles (PRIDE)
• Supported by The Commonwealth Fund
• Brings together seven health care organizations to identify and test innovative strategies that enhance and integrate care for Medicare-Medicaid enrollees
• PRIDE participants:
- CareSource (OH) - Together4Health (IL)
- Commonwealth Care Alliance (MA) - UCare (MN)
- Health Plan of San Mateo (CA) - VNSNY CHOICE (NY)
- iCare (WI)
6
Introductions
Brianna Ensslin Program OfficerCenter for Health Care Strategies
Amanda HarcusLead Financial Data AnalystIndependent Care Health Plan (iCare)
Lisa HoldenDirector of Care ManagementIndependent Care Health Plan (iCare)
Ed Ortiz
Director of Provider Network Development & Services
Health Plan of San Mateo
Chris Esguerra, MD
Deputy Chief Medical Officer
Health Plan of San Mateo
77
Amanda Harcus, iCareJuly 2015
Center for Health Care Strategies
8
Why Predictive Analytics?
• Focus on areas of greatest opportunity to make a difference
• Actionable information for care coordinators and aligned providers
• Member level stratification for more effective/efficient care coordination
• Strengthened ability to manage costs and quality
Why Milliman PRM Analytics?
Concerns Off-sets
• Newer (but Milliman endorsed) tool • Current machine-learning algorithms
• Narrowed information & reports • Focused and formatted information
• Middle-cost solution • Speed to deployment (90 days)
• Uncertain ROI value • Proposed 3% MLR savings estimate
• Comprehensiveness • Staff buy-in
9
10
iCare CC 1iCare CC 2
iCare CC 3.
.
.
.
.
iCare CC n
iCare RN/NP 1iCare RN/NP 2
iCare RN/NP 3
.
.
.
.
.
iCare RN/NP n
11
Member 1
Member 2
Member 3
.
.
.
.
.
.
.
.
.
Member n
DOB 1
DOB 2
DOB 3
.
.
.
.
.
.
.
.
.
DOB n
12
Member 1
Member 2
Member 3
.
.
.
.
.
.
.
.
.
Member n
DOB 1
DOB 2
DOB 3
.
.
.
.
.
.
.
.
.
DOB n
13
Member n
Date 1
Date 2
Date 3
.
.
.Date n
Specialty Phy sician
Specialty Phy sician
.
.
Specialty Phy sician
.
.
14
Member n
15
Member n
Date 1
.
.
.
Date 2.
.
.
Date 3
.
.
.
.
.
.
.
.
.
.
.
.
.
..
Date n
Prov ider 1
.
.
.
Prov ider 2...
Prov ider 3
.
.
.
.
.
.
.
.
.
.
.
.
.
.
Prov ider n
16
Member n
Date 1
Date 2
Date 3
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
Date n
Date 1
Date 2
Date 3
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
Date n
Prov ider 1
Prov ider 2
Prov ider 3..
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
.
Prov ider n
17
Member n
Date 1
Date 2
Date 3
.
.
.
.Date n
Date 1
Date 2
Date 3
.
.
.
.Date n
Date 1.
Date 2
.
Date 3
.
.
.
.
.
.
.
.
.
.Date n
Prov ider 1
Prov ider 2
Prov ider 3..
.
.
.
.
.
.
.
.
Prov ider n
18
19
20
Evaluation
IT Perspective CM Perspectives
• Data • Data
• Standard Format • Good In = Good Out
• Automated File Production • User Interface
• Drag & Drop to File Transfer Protocol • Easy to Navigate & Filter
• User Interface • Easy to Interpret
• Straightforward • Exports to Excel (3000 lines)
• Easy to Navigate and Filter • Each User is Licensed
Requested Changes
• Make “county” a filter option
• Acquire a backend copy of the database details/results
• Incorporate the PRM information into our care management system
• Add additional chronic conditions to filtering options – current limit is 7
• Add company logo to exported reports
• Add user-defined chronic condition groupings
21
Lisa Holden, iCareJuly 2015
Center for Health Care Strategies
23
Plan Predictive Analytics
Description The Milliman PRM tool is predictive in determining members who would benefit from intensive care coordination
Observation PRM could be used to identify members with potentially avoidable costs compared to those members with unavoidable high costs
Goals Transfer these identified members into the iCare Specialty Services (High Risk) Team intensive pre-crisis intervention
24
Profile #1
Member Female, 48, Co-Hab, DIA, CKD, Smoker
PRM Avoidable Costs $10,300 next 6 months
Prior Risk Rating Low
PRM Profile History
Findings No glucometer, no dialysis
Acton Engage in special team care
25
Profile #2
Member Male, 71, Old ER Data, DIA, CHF
PRM Avoidable Costs $11,900next 6 months
Prior Risk Rating Low
PRM Profile History
Findings Member highly self-activated
Action Disengage, refer to LVAD care
26
Profile #3
Member Female, 63, DIA, BH Issues
PRM Avoidable Costs $79,300next 6 months
Prior Risk Rating High
PRM Profile History
Findings Irregular dialysis, high inpatient use
Action Provider/plan surround, education
27
28
Reasons Discussion
24-Month look-back is moving
The Milliman algorithm relies on a look-back of the most recent 24 months of claims data, updated each month
Plan interventions make a difference
Effective interventions will reduce the most recent months of costs causing a reduction in risk
Machine learning is continuous in testingpredicted results
The algorithm components are being adjusted/re-weighted for accuracy as predicted results are changed to actual
Member conditionschange
Member data available via inpatient rosters, encounters, and emergency department reports change even outside interventions
29
Plan Personal Coaching Wellness Clubs Telemetrics
Description Community Health Worker/Health Coach
Community Wellness Program
24/7 monitoring of key health conditions
Observation Members respond to specialists who live in the same community, share ethnicity, a common language, socioeconomic conditions and life experiences
Members benefit, if engaged, fromWellness Programs to increase knowledge, skills and abilities necessary to better self-manage health-related behaviors
Members can adopt self-monitoring behaviors with Wi-Fi enabled assists that improve the response time of professional caregiver support
Goals Train members in how to improve their self-management of conditions and use of healthcare resources
Improve the member’s understanding and ability to self-manage their own conditions
Improve monitoring critical health conditions and accelerate response times
30
In-Home Health Coaching
31
32
33
Activation Signals
34
Healthy Living with Diabetes -- Aurora-Sinai Medical Center
What’s in it for Me? People taking this workshop show:
35
36
Concurrent ROI Evaluation
PRM-Related Action PlansCoach Club Tele-Monitor Investment ∑$
1) 1 1 1 $$ ∑(∑$)2) 1 1 0 $$ ∑(∑$)3) 1 0 1 $$ ∑(∑$)4) 1 0 0 $$ ∑(∑$)5) 0 1 1 $$ ∑(∑$)6) 0 1 0 $$ ∑(∑$)7) 0 0 1 $$ ∑(∑$)
8) 0 0 0 $$ ∑(∑$)
a) Total Invested ∑$$b) PRM Projected Savings $$c) Actual Savings $$d) ROI c) ÷ a)
37
Continuing Concerns and Ambitions
• Prepare internal protocols for STOP/START of PRM-based interventions
• Establish intervention boundaries defined by “law of diminishing returns”
• Concurrently drop/add/refine ROI-based opportunity initiatives
• End-of-life Care • Pre-diabetic Care • Medication Therapy
• Drive selected PRM filtering by already developed intervention strengths
• Share member-level risk information within the prior authorization process
• Attach non-claims data to the PRM Analytics 2.0 algorithm
• Improve understanding of the PRM Analytics algorithm
• Review false negatives to improve predictive accuracy
• Assess PRM Analytics level through all-in Medicare Medical Loss Ratio trend
• Integratepredictive information with the TruCare electronic care record
38
Questions?
To submit a question, please click the question mark icon located in the toolbar at the top of your screen.
Answers to questions that cannot be addressed due to time constraints will be shared after the webinar.
40 2
Effective Targeting of Services and Supports
HPSM Community Care Settings Pilot
PRIDE Webinar
July 21, 2015
Overview
• What is the Pilot?
• Pilot Structure
• Pilot Participant Process
• Targeting Participants
• Participant Engagement
• Spotlight: Housing Strategy
• Member Impact Stories
• Appendix A: Case-Mix Indexing Tool
• Appendix B: Participant Dashboard
42
What is the Pilot?
• The Community Care Settings Pilot (CCSP) is our
highest intensity care management program
– Focused on deinstitutionalization and promoting community
living for vulnerable members
– Test-bed for incremental services and tools
– Concept developed Jan/2013, Launched Aug/2014
• Unique features for members include:
– 1:20 case management (MSW/LCSW)
• Significant face-to-face contact
– Housing services & retention
– Multi-disciplinary core group care planning & oversight
• 25+ participants include county government agencies
For appropriate members, CCSP will deploy whatever services are
necessary to migrate out of or avoid LTC residency 43
Pilot Structure
• Operated in partnership with two community-based
organizations selected through an RFP:
– Institute on Aging (IOA): case management and oversight
– Brilliant Corners: housing services and retention
Medical Services & Providers
Community & County-Based
Resources
Intensive Transitional Case Mgmt.
(IOA)
Housing Services (Brilliant Corners)
HPSM
CCSP leverages a number of
resources to support
operations:
• State 1115 waiver programs
(ALW, CCT, IHO)
• County programs (IHSS,
CBAS, MSSP)
• Health benefits and Care Plan
Optional (CPO) services
• Local funding44
Pilot Participant Process
• Phases in the
participant cycle are
designed to ensure:
– Effective use of limited
resources
– Appropriateness of
services
– Safe and successful
discharges
– Longevity in the
community
Population Segmenting
Participant Identification
Engagement & Planning
Migration & Stabilization
Recalibration & Transition
Pilot as a test-bed: lessons learned from deploying this process
have already driven change across the larger HPSM program 45
• Population segmenting: member groupings best fit
to pilot goals & services
• Participant identification: sources of individual
members appropriate for the program
Targeting Participants
LTC Residents
Needs Assessment
• ~10-30% of LTC residents able to migrate to lower level of care
SNF Diversions
LTC Avoidance
• Acute health incidents prompting change in health or functional status
Community Diversions
Extending Independence
• Individuals struggling in the community, at-risk of acute incident or LTC admission
SNF StaffHPSM Case
Managers
Hospital Discharge
Planners
High Utilizer
Reports
County Agency
Case Managers
Supportive Housing
Managers
Social Service
ProgramsPCPs
46
Participant Engagement
• Once participants are identified, prep work begins:
• Stepped case management phases:
– Once service is connected, participants receive intensive CCSP
case management for 9-12 months:
• Members are transitioned to a different CM tier
– Brilliant Corners housing retention services continue
Implementation Phase
• Successful discharge
• Frequent home visits
• PCP engagement
• Home setup
Stabilization Phase
• Problem solving
• Regular contact
• Skills development
• Crisis intervention
Transition Phase
• Resolve unmet goals
• Promote independence
• Ensure safety
• Transfer of case
Intake Form
Completed
Scored by
Case-Mix
Indexing
Tool
Assessed
Face-to-
Face by CM
Presented
to Core
Group
Care Plan
Created
Service
Connected
47
Spotlight: Housing Strategy
• Housing services are one of the unique elements of
CCSP, delivering a range of supports for project
participants:
• Targeted residential settings:
Person-centered
planning
Housing portfolio
management
Affordable housing
waitlist
management
On-call/ 24-hour
response
Owner-resident
liaison
Rental subsidy
administration
Unit repairs and
modifications
Unit Habitability
and wellness
checks
Existing Home
Affordable
Supportive
Housing
Scattered-Site
Housing
RCFE/ ARF
Assisted Living
Housing has been the main barrier to LTC discharge for many
members, our goal is to remove that barrier 48
Member Impacts
• Intensity of assessment and case management has
identified and resolved many immediate member issues
prior to transition
– Medications, provider engagement, DME needs, IHSS hours
• Examples of key impacts for transitioned members:
Situation Upon Enrollment Post-Transition Impacts
Stroke LTC SNF (1 year)
• Pending eviction from long-time home (affordable
senior apartment)
Returned home (eviction prevented by case manager)
• Connected to CBAS (5x per week) and 4 other
supportive services
• Engaged socially in the community
Shoulder replacement & rehab LTC SNF (1 year)
• Lost Section 8 apartment while in LTC
Section 8 Apartment (voucher extended by case manager
& landlord convinced to accept it)
• Overjoyed to have a home again
Complications from hysterectomy LTC SNF (1 year)
• Depression, substance use
• Previously lived in car, MHRC, Section 8 apt.
Placed in stable apartment
• Regularly visiting community behavioral health provider
and PCP
Stroke, diabetes with vision loss LTC SNF (2 years)
• Previously experienced homelessness
Transitioned to community RCFE
• Bonded with ‘house’ dog at RCFE
• Volunteering with the SPCA
• Self-managing diabetes for the first time
49
Appendix A: Case-Mix Indexing Tool
Line of Business
Target Population
Prioritization Factors Cal MediConnect +3
Primary barrier to discharge is housing +1
or Care Advantage
Expressed preference and motivation to return to community +1
SNF Resident +3
Behaviors unlikely to jeopardize potential placement +1
Client income source expected to support community living +1
Medi-Cal only +1
Formal or informal supports motivated to assist client +1
Current placement >90 days +1
Line of Business
Target Population
Prioritization Factors Cal MediConnect +3
Primary barrier to discharge is housing +1
or Care Advantage
Expressed preference and motivation to return to community +1
SNF Diversion +2
Behaviors unlikely to jeopardize potential placement +1
Client income source expected to support community living +1
Medi-Cal only +1
Formal or informal supports motivated to assist client +1
DxCG score > 75th percentile of HPSM members +1
Line of Business
Target Population
Prioritization Factors Cal MediConnect +3
Current housing at risk and/or accessibility issues identified +1
or Care Advantage
Recent history of missing multiple primary or specialty care appts +1
Community Diversion +1
Recent history of lack of engagement with service providers +1
Case management needs exceed those available in community +1
Medi-Cal only +1
Formal or informal supports in need of support to assist client +1
DxCG score > 75th percentile of HPSM members +1
Cal MediConnect
or Care Advantage
12 pts
Medi-Cal only
10 pts
Cal MediConnect
or Care Advantage
11 pts
Medi-Cal only
9 pts
Best Case Scenario 10-12 points
Alternative Case Scenario 8 points
SNF Resident
SNF Diversion
Cal MediConnect
or Care Advantage
10 pts
Medi-Cal only
8 pts
Medi-Cal only
9 pts
Community
50
Appendix B: Participant Dashboard
Prospects WaitlistedEnrolled: Pre-
transition
Enrolled:
Transitioned
Closed:
TransitionedClosed Deferred
Totals 11 44 41 34 6 11 41
Target Population # % # % # % # % # % # % # %
LTC Resident 10 91% 16 36% 37 90% 15 44% 1 17% 5 45% 21 51%
SNF Diversion 0 0% 6 14% 2 5% 9 26% 1 17% 3 27% 2 5%
Community Diversion 1 9% 22 50% 2 5% 10 29% 4 67% 3 27% 18 44%
100%
100
% 100% 100% 100% ### 100%
HPSM Line of Business # % # % # % # % # % # % # %
Care Advantage/CMC 8 73% 18 41% 16 39% 23 68% 5 83% 6 55% 18 44%
Medi-Cal Only (No
Medicare) 3 27% 13 30% 12 29% 4 12% 1 17% 4 36% 10 24%
Medi-Cal Only (Medicare
opt out) 0 0% 13 30% 13 32% 7 21% 0 0% 1 9% 13 32%
100%
100
% 100% 100% 100% ### 100%
Referral Source # % # % # % # % # % # % # %
SNF 0 0% 20 45% 36 88% 20 59% 1 17% 5 45% 12 29%
Community 0 0% 23 52% 2 5% 10 29% 4 67% 2 18% 17 41%
HPSM 11 100% 1 2% 3 7% 4 12% 1 17% 4 36% 12 29%
100%
100
% 100% 100% 100% ### 100%
Anticipated Housing Need # % # % # % # % # % # % # %
Scattered Site 9 20% 12 29% 5 15% 0 0% 3 27% 11 27%
RCFE N/A 21 48% 19 46% 16 47% 1 17% 5 45% 20 49%
Other 8 18% 6 15% 3 9% 0 0% 2 18% 1 2%
None 6 14% 4 10% 10 29% 5 83% 1 9% 9 22%
100
% 100% 100% 100% ### 100%
Reasons for
Deferral/Closure # % # % # % # % # % # % # %
Member declined services 0 0% 5 45% 13 32%
Death/hospice 2 33% 1 9% 8 20%
Needs met by other CM
provider N/A N/A N/A N/A 0 0% 0 0% 3 7%
No longer needs services 4 67% 3 27% 7 17%
Not appropriate for
program 0 0% 2 18% 10 24%
51
Questions?
To submit a question, please click the question mark icon located in the toolbar at the top of your screen.
Answers to questions that cannot be addressed due to time constraints will be shared after the webinar.
52 52
Contact Information
• Brianna Ensslin [email protected]
• Amanda Harcus [email protected]
• Lisa Holden [email protected]
• Ed Ortiz [email protected]
• Chris Esguerra [email protected]
53
Visit CHCS.org to…
Download practical resources to improve the quality and cost-effectiveness of Medicaid services
Subscribe to CHCS e-mail updates to learn about new programs and resources
Learn about cutting-edge efforts to improve care for Medicaid’s highest-need, highest-cost beneficiaries
54
www.chcs.org