Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients...
Transcript of Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients...
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Consumer Engagement in Health
Kamal Jethwani, MD MPHCorporate Manager – Research & Innovation
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Today’s session
Consumer engagement and its challenges
Addressing engagement – our philosophy
Why is engagement important, and how to get
there?
Challenges to consumer engagement
What can you do about it?
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Background: The Performance Gap
Common challenges to patient adherence / engagement:
Cognitive (literacy & retention of information)
Interpersonal (patient-provider relationship)
Attitude/readiness stages (i.e., Trans-theoretical Model of Change)
Cultural variation (sensitivity & awareness in shared decision-making)
Depression-related (medical implications)
Established strategies: The Chronic Care Model Von Korff et al. 1997
Consumer-led market: financial incentivization Gabel et al. 2002
Martin et al. 2005
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Key Needs to Address the Gap
Determinants of engagement:
Patient-related Provider-related External factors
Luga et al. 2014
Providers as the “connector”:
Collaborative care Technology as an
enabler
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Mission is to facilitate the adoption of Connected Health
Technology is an enabler to provide care remotely
Benefits include improved engagement, outcomes, and efficiencies
About the Center for Connected Health
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Components of Self Care
Social Networking Gamification Incentives Coaching
FeedbackLoop
© 2012 Center for Connected Health – All Rights ReservedContent Confidential – DO NOT DUPLICATE.
Slide developed by ProPoint Graphics for CCH
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Patient sends blood pressure, blood glucose, step counts or weight readings to a secure website.
Patients provide contextual information.
Providers access data & information to manage patient’s care.
Automated rules & alerts also help patients understand their health.
Connected Health Platform Overview
© 2013 Center for Connected Health – All Rights ReservedContent Confidential – DO NOT DUPLICATE.
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0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
One year prior to CCCPenrollment (point estimate and
95% C.I.)
One year following CCCPdisenrollment (point estimate
and 95% C.I.)
Proportion of enrolleeswith 1+ HF hospitalization
Proportion of enrolleeswith 1 all-causehospitalization
Data Includes 332 CCCP enrollments among 301 unique patients discharged from the CCCP program prior to July 1, 2009. Results are similar within more recent cohorts of enrollees discharged from the program prior October 1, 2009 and prior to January 1, 2010.
Proportion of CCCP Enrollees with >1 Hospitalizations
39.80
13.30
58.10
100
1 yr prior to CCCP enrollment (point estimate & 95% C.I.)
1 yr following CCCP disenrollment (point estimate & 95% C.I.)
% o
f CC
CP
Enro
lles
50% Drop in Readmissions
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One year mortality in CCCP
0
2
4
6
8
10
30 60 90 120 365
Per 1
0,00
0 Pe
rson
Days
Follow Up Period (Days)
Mortality
CCCP CONTROL
End of CCCP
Data Includes 303 CCCP patients and 252 controls seen at Partners Healthcare in 2012.
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Average drop of HbA1c: 1.5
69% achieved a drop in BP
Diabetes and Blood Pressure Connect
© 2014 Center for Connected Health – All Rights Reserved Content Confidential – DO NOT DU
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ANALYZING PREDICTORS OF WHY IS ENGAGEMENT IMPORTANT?
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Patients with better outcomes took less time to upload
Patients with better outcomes (HbA1c change >0.8%) typically took less than 10 days to upload their BG reading
Patients with worse outcomes (increase in HbA1c change) took an average of 65 days to upload
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Greater engagement associated w/ greater pre-post HbA1c change
• Practice engagement correlates strongly with better patient outcomes
• Patients with greater than 15 uploads had average 1.5 pre-post HbA1c change
• P< 0.03 between no uploads and uploads groups
0.43
1.341.53
0
0.5
1
1.5
2
no uploads 1 - 15 uploads > 15 uploads
Dro
p in
HbA
1c
Average drop HbA1c by # of uploads
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Patients had fewer adverse events (hyper & hypoglycemic) over time
46.30
26.88
17.1814.65
05
101520253035404550
1 2 3 4
Hyp
ergl
ycem
ic e
vent
sQuartile from enrollment
Hyperglycemic events for all DC patients (n = 98)
1.87
1.37
0.740.59
Hyp
ogly
cem
ic e
vent
s
Quartile from enrollment
Hypoglycemic events for all DC patients (n = 98)
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WHAT MOTIVATES BETTER ENGAGEMENT?
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Provider engagement is critical for engaging patients
Average HbA1c change was highest (1.39% vs. 0.87%) among practices with the most average providers logins (74 vs. 30 logins/provider
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Data transfer technologies enable the uploading of readings from the blood pressure meters to the secure website.
Blood Pressure Connect: Patients remotely monitor and upload their BP readings.
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Measuring Engagement: Frequency of measurements and uploads
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NEW EFFORTS IN CONSUMER ENGAGEMENT
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Medication reminders, encourage pre-natal care, etc.
Instant messaging ‘in path’ – reach patients where they are
Lower barrier to adoption, higher engagementTues.Sunny. High 68, Low 53. Please apply your sunscreen today.
Weekly Adherence Rates (mean +/- SEM)
0%
10%
20%
30%
40%
50%
60%
70%
Week 1 Week 2 Week 3 Week 4 Week 5 Week 6
Study Period
% A
dher
ence
Reminder group
No Reminder Group
The Power of Simple Messaging
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CustomizedProgram Design
ReadinessTo Change
Connected Health Data
PracticeLocation
Analytic Engine
Text-2-Move Program
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Mean change in HbA1c by engagement level
p= 0.3
HbA1c decreased significantly for the intervention group as a whole, with more pronounced results seen in the highly engaged participants.
**p= 0.0074
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Mean change in daily steps by engagement level
**p= 0.03
For every unit increase in engagement, total step counts increased by 7,405 (p=0.01).This effect remained statistically significant (4,664, p=0.02) even after controlling for baseline steps, age, race, gender, marital status, language, practice and education.
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Tailored Messaging Program: Empowers patients to address barriers to pain management when
possible/appropriate Supports patients through pain management
Cancer Pain Management Mobile App
Report Pain Score
Follow Decision Tree
Appropriate Coaching
1) Education & Coaching messages 2) Immediate help with breakthrough
pain3) Pain Score Algorithm:
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Engaging teen asthmatics using social mediaUsing Facebook to track ACT scores of teens with asthmaPatient and physician notified of critical ACT – can intervene ~1 week before eventOutcome Measure: reduced ER visits
ROI: Each ER visit costs around $1800, admission costs $6000 Expected Effect: 30% reduction in ER visits/admissions
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C2MA Facebook Group
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Challenges in Consumer Engagement
Segmenting patients and personalizing strategies to suit each personTime, reimbursement and other ‘fee for service’ constraintsCulture shift to move from prescriptive care to collaborative care and shared decision making
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What can you do?
Create a collaborative, shared process to evaluate and assess the patients’ statusSet clear expectations, and follow up on them, especially for lifestyle changesUse tools/programs effectively, and triage workload across the practice teamSimplify patient burdenEducation is not enough – learn to motivate!