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© Pittsburgh Regional Health Initiative 2014 1
COMPASSUsing Data for Improvement
Establishing the Current Condition and Identifying Opportunities for
Improvement
Robert FergusonProgram Manager
© Pittsburgh Regional Health Initiative 2014 2
Purpose and Objectives
Purpose To describe how we collect, display, and use data (not to show you
our current outcomes or results) To elicit your feedback on how we can improve our data displays and
your ideas and strategies for collecting, displaying, and responding to data
Learning Objectives Describe COMPASS-PA’s framework for collecting and responding to
data Discuss five examples of how to collect and display data in COMPASS
© Pittsburgh Regional Health Initiative 2014 3
Jewish Healthcare Foundation“A Think, Do, Train and Give Tank”
A public charity with two operating arms:Pittsburgh Regional Health Initiative (PRHI)
Health Careers Futures (HCF)
© Pittsburgh Regional Health Initiative 2014 4
Pittsburgh Regional Health Initiative
• Pittsburgh Regional Health Initiative (PRHI) A not-for-profit, regional, multi-stakeholder
collaborative formed in 1997 by Karen Feinstein and Paul O’Neill
An initiative of a business group, the Allegheny Conference on Community Development
PRHI’S MESSAGEDramatic quality improvement (approaching zero deficiencies) is the best cost-containment strategy for health care
© Pittsburgh Regional Health Initiative 2014 5
PRHI’s Systems VisionA
cro
ss C
are
Set
tin
gs
Essential Services System Requirements
Care Mgt
Clinical Pharmacy
Patient Engagement
Health IT
QI Training
Payment Incentives
Collaboration and
Integration
Medication Reconciliation
Data to Treat,
Measure, Evaluate
Perfect Patient Care
Rewardsfor
Collaboration
Hospice/Palliative
Long Term Care
Rehab
Hospital
Emergency Services
Specialty Care
Primary Care
Screening and Tx
Behavioral Health
Informed, Activated, Discerning
Consumers, particularly at
End-of-Life
© Pittsburgh Regional Health Initiative 2014 6
Implementation of Evidence-based Behavioral Healthcare in Primary Care
2008• Analyzed
Admission Data
2009-2010• ITPC Pilot
with local funding
2010-2013• PIC
Dissemination in 4 states with AHRQ funding
2012-2015• COMPASS
Implementation as a CMMI Sub-Awardee
31 COMPASS-PA PCP Offices from 3 Groups:
• Saint Vincent Healthcare Partners
• Excela Health Medical Group
• Premier Medical Associates
© Pittsburgh Regional Health Initiative 2014 8
COMPASS Objectives
By 12/31/13, enroll 375 eligible patients per partner region
By 6/30/14, enroll 675 eligible patients per partner region
By 6/30/15: Improve depression for 40% of patients Improve A1c, LDL, BP control rates by 20% Improve patient/provider satisfaction by 20% Reduce ER visits by 20% Reduce hospital admissions by 10%
PRHI’s Framework for Collecting and Responding to DataInformed by Motivational Interviewing and PRHI’s Lean-based Perfecting Patient CareSM QI Methodology
Process(Eliminate Waste)
Philosophy(Long-Term Thinking)
The 4 P’Sof the
Toyota WayPeople and Partners
(Respect, Challenge, and Grow Them)
People and Partners(Respect, Challenge,
and Grow Them)
Problem Solving (Continuous Improvement
& Learning)
Liker, Jeffrey K. The Toyota Way, New York: McGraw-Hill, 2004.
The Lean Perspective
The Motivational Interviewing Perspective
A way of being with people which is…•Collaborative•Evocative•Respectful of autonomy
© Pittsburgh Regional Health Initiative 2014 12
Method
Obtain leadership’s support and direction Identify the current condition and future state with those
who do the work, using multiple data sources to make it meaningful and actionable: Observations (“go and see”) Process Mapping EHR and AIMS CMTS data HPIER’s Reports
Facilitated by PRHI coaches who are trained in Perfecting Patient Caresm, Motivational Interviewing, and COMPASS processes and skills Their goal is to develop internal capacity for self-review, learning,
improvement, and sustainability
© Pittsburgh Regional Health Initiative 2014 13
© Pittsburgh Regional Health Initiative 2014 14
TIME LOCATION ACTIVITY OTHER
0:00 Registration Patient arrives.
Patient checks in with registration clerk.
Told to wait until called by registration clerk. “you will be paged”
1:35 Waiting Room Takes seat in registration room.
10:42 Waiting Room Patient is paged to the registration booth.
10:52 Patient asks another patient for advice on which booth to go to before being directed to correct booth.
Patient seems confused as to where to go.
11:41 Registration Patient completes paperwork, provides insurance information
17:05 Patient is asked to take a seat and wait to be escorted to exam room.
No seat is available for patient.
27:49 MA calls patient name and escorts patient to exam room.
Exam Room 3 MA collects vitals. *MA is very attentive and seems to listen well to patient
38:03 MA is unable to find gown for patient
Travels to supply closet to retrieve gown.
41:28 Patient is asked to change into gown and wait for physician
1:08:36 Exam Room 3 Physician enters room and greets patient
Physician completes patient assessment and plan.
Current Condition Observations
© Pittsburgh Regional Health Initiative 2014 15
Process MappingVisualizing the Current and Future Condition
Improvement Opportunity
Well-functioning
aspect of work
© Pittsburgh Regional Health Initiative 2014 16
A3 Improvement Plan
© Pittsburgh Regional Health Initiative 2014 17
Incremental Improvements Towards the Ideal
PDSA/A3 PDSA/A3
Each impro
vement m
oves
the pro
cess close
r to
the id
eal
CurrentCondition
TargetCondition
Motivational Interviewing Observation Form to Elicit Feedback on Skill Development
Example 1: EHR Data at One Medical Group
© Pittsburgh Regional Health Initiative 2014 20
Population Health Current Condition
siteALL
DM +/or CVsuboptimum
%suboptimum
lapsed %lapsed but pending %
missing A1c %
missing LDL %
A 376 40% 40% 13% 24% 16%B 281 32% 31% 32% 28% 8%C 263 44% 33% 11% 13% 15%D 975 43% 38% 16% 22% 14%E 636 46% 33% 7% 28% 15%F 704 44% 46% 13% 23% 17%G 351 43% 43% 18% 31% 17%H 483 32% 37% 22% 18% 11%I 602 40% 39% 16% 26% 12%J 306 35% 26% 32% 29% 19%K 312 39% 32% 28% 36% 14%L 870 46% 34% 7% 32% 20%M 341 30% 28% 52% 48% 26%N 221 47% 34% 0% 38% 22%O 176 43% 41% 13% 18% 19%P 364 45% 33% 20% 27% 15%
total 7261 41% 36% 16% 27% 16%
January 2013
© Pittsburgh Regional Health Initiative 2014 21
PHQ-9 Screening Current Condition, by Office
44% PHQ-9 Completion
19% PHQ-9 > 9
67% Enrollment
October 2013
Example 2: Displaying HPIER’s Reports, by Medical Group
© Pittsburgh Regional Health Initiative 2014 23
COMPASS Patient EnrollmentBy Regional Partner
June 13, 2014
CHPW ICSI KPCO KPSC MACIPA MAYO MICCSI PRHI
156
514
287
515
132
463
335
546
© Pittsburgh Regional Health Initiative 2014 24
Initial Data CompletenessBy Medical Group
July Aug Sep Oct Nov Dec Jan Feb Mar Apr May75.00%
80.00%
85.00%
90.00%
95.00%
100.00%
Average Initial Data Completeness Rate
Medical Group AMedical Group BMedical Group CGoal for Payment Rate Increase
June 13, 2014
© Pittsburgh Regional Health Initiative 2014 25
PHQ-9 Documentation
Med
ical
Gro
up A
Med
ical
Gro
up B
Med
ical
Gro
up C
COM
PASS
-Wid
e
88% 100% 100% 97%75%
42%
77%62%
% With Documented Baseline PHQ-9 vs. A 120-Day Most Recent PHQ-9
% in care for > 119 days with baseline PHQ-9% in care for > 119 days with a PHQ-9 after 119 days
June 13, 2014
© Pittsburgh Regional Health Initiative 2014 26
Depression Improvement:Baseline vs. Most Recent Score
Medical Group A Medical Group B Medical Group C COMPASS-Wide
10%2%
7% 6%
61%
50%
72%
59%
% With Baseline PH-9 < 10 vs. Most Recent PHQ-9 < 10 or > 4-point Improvement
% in care for > 119 days with Baseline PHQ-9 < 10% in care for > 119 days with Most Recent PHQ-9 improved by > 4 points or < 10
June 13, 2014
© Pittsburgh Regional Health Initiative 2014 27
Depression Remission:Among Those in COMPASS for > 119 Days
18%20% 20%
27%
% with Documented PHQ-9 after 119 days in Remission
% with PHQ-9 after 119 days with Most Recent PHQ-9 < 5June 13, 2014
© Pittsburgh Regional Health Initiative 2014 28
A1c Documentation
74%80%
64%
79%
26% 25%34%
29%
% With Documented Baseline A1c vs. 120-Day Most Recent A1c
% in care for > 119 days with baseline A1c% in care for > 119 days with an A1c after 119 days
June 13, 2014
© Pittsburgh Regional Health Initiative 2014 29
A1c Control Rate:Baseline vs. Most Recent Value
32%25%
46%
28%
40%
30%
59%
41%
% With Baseline A1c < 8 vs. Most Recent A1c < 8
% in care for > 119 days with Baseline A1c < 8% in care for > 119 days with Most Recent A1c < 8
June 13, 2014
© Pittsburgh Regional Health Initiative 2014 30
BP Documentation
Med
ical
Gro
up A
Med
ical
Gro
up B
Med
ical
Gro
up C
COM
PASS
-Wid
e
88% 96% 100% 96%65%
46%
80%61%
% With Documented Baseline BP vs. 120-Day Most Recent BP
% in care for > 119 days with Baseline BP% in care for > 119 days with a BP after 119 days
June 13, 2014
© Pittsburgh Regional Health Initiative 2014 31
BP Control Rate:Baseline vs. Most Recent Value
Medical Group A Medical Group B Medical Group C COMPASS-Wide
49%
65%
80% 78%
60%69%
74%81%
% With Baseline BP < 140/90 vs. Most Recent BP < 140/90
% in care for > 119 days with Baseline BP < 140/90
% in care for > 119 days with Most Recent BP < 140/190June 13, 2014
© Pittsburgh Regional Health Initiative 2014 32
Hospital Admissions (Self-Reported)
Med
ical
Gr..
.
Med
ical
Gr..
.
Med
ical
Gr..
.
COM
PASS
-...
0.06
0.30.22 0.24
0.47
0.22
0.74
0.41
Hospital Admission Rates, Pre and Post
Baseline Hospital Admit Rate Per Patient-Year (For those Enrolled > 119 Days)
June 13, 2014
Example 3: CMTS Data at One Medical Group
Entered in CMTS
Initial Contact PH-9>9
Last Follow-up PH-9<10
No Follow-up PH-9
Initial Contact PH-9<10
Last Follow-up PH-9>9
Last Follow-up PH-9<10
99%
1%
28%
32%
41%
100%
COMPASS PHQ-9May 2014 CMTS Data
Median Contacts Per Patient with Initial PHQ-9>9 3
Median Treatment Weeks Per Patient with Initial PHQ-9>9 38
Entered in CMTS
Initial Contact A1c > 7.9
Last Follow-up A1c<8.0
No Follow-up A1c
Initial Contact A1c<8.0
Last Follow-up A1c>7.9
Last Follow-up A1c<8.0
No Follow-up A1c
Last Follow-up A1c>7.9
49%
30%
12%
47%
41%
43%
10%
48%
COMPASS A1cMay 2014 CMTS Data
Median Contacts Per Patient with Initial A1c > 7.9 3
Median Treatment Weeks Per Patient with Initial A1c > 7.9 29
Entered in CMTS
Initial Contact SBP>139
Last Follow-up SBP<140
No Follow-up SBP
Initial Contact SBP<140
Last Follow-up SBP>139
Last Follow-up SBP<140
No Follow-up SBP
Last Follow-up SBP>139
COMPASS SBPMay 2014 CMTS Data
60%
37%
23%
15%
62%
48%
17%
36%
Median Contacts Per Patient with Initial SBP>139 3
Median Treatment Weeks Per Patient with Initial SBP>139 42.5
Example 4: CMTS Data at Another Medical Group
-505
10152025
PHQ-9 Initial vs. Most Recent Value Change
for Individual Patients
Patients
PHQ
-9 C
hang
e
-3
-1
1
3
5
A1c Initial vs. Most Recent Value Change for Individual Patients
Patients
A1c C
hang
e
020406080
100120140160
LDL Initial vs. Most Recent Value Change for Individual Patients
Patients
LDL C
hang
e
-40
-20
0
20
40
60
80
SBP Initial vs. Most Recent Value Change for Individual Patients
Patients
SBP
Chan
ge
March 2014
Example 5: CMTS Data of Follow-up Contacts
© Pittsburgh Regional Health Initiative 2014 40
Follow-up Contacts and Active Caseload by Month and Care Manager
Care Manager’s Current % Time on COMPASS
# Follow-up Contacts
# Pts. Active End of….
Nov Dec Jan Feb Mar Apr May Feb Mar Apr May
100% 11 42 43 35 49 54 57 83 88 82 89100% 24 37 22 28 52 36 41 76 68 74 77100% 58 88 59 58 64 49 49 73 81 82 8220% NA NA NA NA NA NA 0 NA NA NA 090% NA NA NA NA 1 16 15 NA NA 16 185% 3 1 2 0 0 3 0 9 9 9 92% 1 1 0 1 1 0 1 1 2 2 25% 10 5 5 4 3 4 5 7 7 7 85% 0 1 3 4 0 1 2 5 4 4 45% 0 1 1 1 3 1 2 4 5 4 45% 3 5 9 9 7 8 10 8 8 9 82% 0 0 0 0 0 1 1 4 5 5 55% 6 4 8 1 0 0 0 7 8 9 9100% 131 121 135 105 103 122 111 86 NA 99 101
© Pittsburgh Regional Health Initiative 2014 41
COMPASS-PA’s Next Steps
Analyze internal EHR data (PHQ-9, A1c, BP) Continue to base the Steering Groups’ discussions
around the data Use AIMS’ CMTS Caseload Statistics and Caseload
Summary for real-time data and monitoring Continue to dig into the CMTS data Continue to utilize Lean-based quality improvement
methods at the front-line Move meaningful, actionable data to where the work
is occurring
© Pittsburgh Regional Health Initiative 2014 42
Care of Mental, Physical, and Substance use Syndromes
The project described was supported by Grant Number 1C1CMS331048 from the Department of Health and Human Services, Centers for Medicare & Medicaid Services. The contents of this publication are solely the responsibility of the authors and do not necessarily represent the official views of the U.S. Department of Health and Human Services or any of its agencies.