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ADHERENCE…
WHERE’S THE APP
FOR THAT?
Kristin A. Riekert, PhD
Associate Professor
Co-Director, Johns Hopkins Adherence Research Center
DISCLOSURES
Gilead
Consulting, medical affairs advisory program
Novartis
Consulting
Cystic
Fibrosis Foundation
Institutional contract to conduct the iCARE adherence
study
NIH
Institutional contract to conduct the BALANCE
adherence study
A VISION FOR THE FUTURE
Is our job
done?
THE EXPERTS
DEBUNKING MYTHS
&
SCOPE OF THE
PROBLEM
ADHERENCE BY DRUG
NACFC 2012 Poster #464
ADHERENCE BY AGE
NACFC 2012 Poster #464
# PRESCRIBED PULMONARY
MEDICINES
Each individual drug’s MPR increases with the # prescribed pulmonary medications
NACFC 2012 Poster #464
IMPACT OF NONADHERENCE
Courses of IVs
Lung Function
100
MPR = 80-100% n = 28
MPR =50-80 %
100
MPR <50%
n = 36
80
95
90
60
+0.53%
40
FEV1% Predicted
85
20
Composite MPR
n = 31
80
-2.22%
75
70
-0.39%
65
0
60
0
1-2
3+
55
Courses of IVs
50
Eakin et al. JCF 2011, 258-264
Quarter 1
Time
Quarter 4
ALL-CAUSE INPATIENT COSTS
Controlling for: gender, age, comorbidities, index year, number of unique pulmonary medications
dispensed and average monthly drug copay at baseline.
NACFC 2012 Symposium #18
WHY IS ADHERENCE
SO CHALLENGING?
HOW COMPLICATED CAN IT BE?
Individual
•
•
•
•
•
•
•
Family
Age
Gender
Health Literacy
Disease & Treatment Knowledge
Mental Health/Behavioral Problems
Coping Style
Health Beliefs & Perceptions
•
•
•
•
•
•
•
•
Family Structure
Income/Health Insurance
Disease Knowledge
Mental Health/Behavioral Problems
Coping Style
Health Beliefs & Perceptions
Relationship quality
Involvement in care
ADHERENCE
Health Care System
•
•
•
•
•
•
Access to Care
Continuity of Care
Patient-Provider Communication
Shared Decision Making
Frequency of Clinic Visits
Provider Biases
Community
•
•
•
•
•
Neighborhood
Work (Hours & Policies)
School
Peer Support
Illness Stigma
Adapted from Modi et al., Pediatrics 2012, e473-85
80
60
20
40
p=.17
0
Knowledge Scores
100
KNOWLEDGE
NON-ADHERENT
ADHERENT
EDUCATION ISN’T ENOUGH
Education Control
CF-Nutrition Knowledge
* p< .05
Weight
Watson et al. J Am Diet Assoc 2008: 847-52
DEPRESSION PREVALENCE
•
The TIDES Study (N=1159)
• Adolescents (12-<18) = 22%
• Young adults (18-<35) = 13%
• Older adults (35-73) = 21%
Unpublished data courtesy of
Alexandra Quittner, PhD & Michael Schechter, MD
(TIDES PIs)
Proportion Screening Positive
DEPRESSION
NON-ADHERENT
ADHERENT
KEY TREATMENT BELIEFS
10
9
8
7
6
5
3
1
1
ADHERENT
On a scale of 1
to 10, how
confident are you
that youp<.01
can take
your medicine
when…?
2
2
3
2
1
NON-ADHERENT
SELF-EFFICACY
4
9
8
7
6
5
4
On a scale of 1
to 10, how
motivated are
you to take
your
p=.06
medicine every
day?
3
4
5
6
7
8
9
10
On a scale of 1
to 10, how
important do you
think it is to take
p=.03
your medicine
every day?
MOTIVATION
10
IMPORTANCE
NON-ADHERENT
ADHERENT
NON-ADHERENT
ADHERENT
WHAT CAN WE DO TO
SUPPORT
ADHERENCE?
“MULTI-COMPONENT”
INTERVENTIONS ARE BEST
Education
Directly Observed
Reminders/Cueing
Therapy
Social Support
Parent-Training
Family Therapy
Cognitive Behavioral
Therapy
Motivational
Interviewing
Self-Monitoring
Tailoring the Regimen
Health & Behavioral
Feedback
Problem-Solving
Contingencies &
Rewards
Haynes et al. Cochrane Database of Systemic Reviews 2008
Kahana et al. J Pediatr Psychol. 2008:590-611
EDUCATION + BEHAVIORAL
Behavioral + Education Education
Caloric Intake
Weight
**
* p< .01; ** p<.001
*
Stark et al. Arch Pediatr Adolesc Med 2009: 915-21
ONGOING TRIALS
BALANCE
(PI: Riekert)
Motivational Interviewing vs. Problem-Solving
iCARE
(PIs: Quittner & Riekert)
CF My Way vs. Standard Care
CFFone
(PI: Quittner)
Social Networking vs. Standard Care
Be-In-CHARGE!
(PI: Stark)
Translation of FTF intervention to web-based
WHAT ARE OUR NEXT
STEPS?
TWO PLACES TO START
Accurately
Explore
identify who is nonadherent
ways to make interventions
more practical for patients, families and
care teams
THE CHALLENGE
PATIENT REPORT
PROVIDER REPORT
0
Daniels et al. Chest 2011; 425-32
OBJECTIVE MONITORING
OPPORTUNITIES
www.healthcare.philips.com
www.gentag.com
LEVERAGING TECHNOLOGY
WHO DOESN’T HAVE A CELL
PHONE?
Teen data: The Pew Research Center’s Internet & American Life Project, Teen/Parent Survey April 19-July
14, 2011
Adult data: The Pew Research Center’s Internet & American Life Project, April 26-May 22, 2011
As of April 2012
there were over
13,600 health
apps for the
Apple iPhone –
<2% target
medication
adherence.
-mobihealthnews
July 2012
WHY CONSIDER HEALTH APPS?
Appealing
to our patients
Convenient
for patients
Cheaper
Disseminable
CF-NOTEBOOK APP
• Diary function
to log activities
Screen Shots Courtesy of Michael Marciel
MANGO HEALTH
• Log activities
• Reminders
• Compare to others
on same drug
• Incentives—points,
discounts &
rewards
Not
on the market yet
SPIROSMART MONITOR
Ubiquitous Computing (UbiComp) Research lab led by Shwetak Patel, University of Washington
PERSONALIZED FEEDBACK
Unpublished data courtesy of Dr. Noah Lechtzin, Johns Hopkins School of Medicine
OPPORTUNITIES
Capitalize
on real-time data
collection & feedback
Gamification
Rewards
Status
Competition
Altruism
Social
Networking
Dynamic
& changing
Nike Training Club app
IN THE MEANTIME…
DO
assess adherence at each visit
Pharmacy records
Patient report
Which, if any meds, have you been taking?... How are you
taking [name med]?...
DON’T
respond with a lecture!
Remember education is necessary but not sufficient
DO
assess barriers to adherence
What makes it challenging to follow your treatment plan?
DO
problem-solve with the patient
DO
partner with mental health professionals
SUMMARY
Nonadherence
is a significant clinical
problem
Why
someone is nonadherent is
complex and personal
Need
many tools in our tool box to
support our patients and families
Emerging
technology may be useful
A VISION FOR THE FUTURE
Is our job
done?
OUR JOB IS JUST BEGINNING
ACKNOWLEDGEMENTS
My Mentors :
Dennis Drotar, PhD
Cynthia Rand, PhD
Alexandra Quittner, PhD
JHARC Faculty & Staff
Michelle Eakin, PhD
Marisa Hilliard, PhD
Alana Ridge
Andrew Bilderback, MS
Angela Green
Suzanne Lawson
Devin Rand-Giovanetti
Anthony Stanfield
Many more…
The CF Experts
Chase
Katherine
Megan
Melissa
The Johns Hopkins
Pediatric & Adult CF
Care Teams
My Awesome Family
Keith
Andy
Cooper