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 MPH Corporate Manager – Research & Innovation

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Page 1: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

Consumer Engagement in Health

Kamal Jethwani, MD MPHCorporate Manager – Research & Innovation

Page 2: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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?

Page 3: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 4: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 5: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 6: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 7: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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.

Page 8: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 9: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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.

Page 10: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 11: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

ANALYZING PREDICTORS OF WHY IS ENGAGEMENT IMPORTANT?

Page 12: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 13: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 14: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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)

Page 15: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

WHAT MOTIVATES BETTER ENGAGEMENT?

Page 16: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 17: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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.   

Page 18: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

Measuring Engagement: Frequency of measurements and uploads

Page 19: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

NEW EFFORTS IN CONSUMER ENGAGEMENT

Page 20: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 21: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

CustomizedProgram Design

ReadinessTo Change

Connected Health Data

PracticeLocation

Analytic Engine

Text-2-Move Program

Page 22: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 23: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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.

Page 24: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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:

Page 25: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 26: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

C2MA Facebook Group

Page 27: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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

Page 28: Consumer Engagement in Health...Data Includes 332 CCCP enrollments am ong 301 unique patients discharg ed from the CCCP program prior to July 1, 2009. Results are similar within more

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!