motivational psychology for digital health interventions · widmer, r. j., et al. (2015). digital...
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Motivational Psychology for Digital Health Interventions
Session 214, February 22, 2017
Amy Bucher, Ph.D., Behavior Change Design Director, Mad*Pow
@amybphd
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Speaker Introduction
Amy Bucher, Ph.D.Behavior Change Design Director
Mad*Pow
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Conflict of Interest
Amy Bucher, Ph.D.
Salary: CVS Health (ended April 2016)
Ownership Interest (stocks, stock options or other ownership interest excluding diversified mutual
funds): Stock holder in Johnson & Johnson
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Agenda
• The digital health challenge
• How does motivation work?
• Applying motivation to design
– Challenges
– Successes
• Recommendations for infusing behavior science into intervention design
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Learning Objectives
• Describe the main universal human needs of autonomy, competence, and
relatedness that drive intrinsic motivation to engage with interventions and
health behavior change
• Describe how the tenets of self-determination theory would influence the
design of concrete features, functionality, and language in digital health
interventions if applied to enhance patient engagement and outcomes
• Evaluate digital health interventions using the framework of self-
determination theory to determine their ability to engage users and drive
lasting behavior change
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Realizing the Value of Motivational Psychology in Digital Health Interventions
Engagement Adherence (To
medication,
treatment)
Health Outcomes
Satisfaction x x x
Treatment/
Clinicalx x x
Prevention &
Patient Educationx x x
Savings Powered by scalable technology x
Leading Lagging
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The digital health challenge
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The Digital Health Explosion
Mobile health revenues have soared from
$104 million in 20101 to a projected $77
billion in 20172
1. Research2Guidance; http://www.mhealthshare.com/mfactsheet.htm
2. Garter; http://www.lifehealthpro.com/2016/12/25/a-jaw-dropping-sum-mobile-app-revenue-in-2017-info
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And investment in digital health remains high
From: https://rockhealth.com/reports/2016-ytd-digital-health-funding-10-things-you-should-know/, retrieved 11/7/16
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The Promise of Digital HealthMeta-analyses and RCTs show outcomes from use of digital health
interventions:
• Improved cardiovascular outcomes:
– Blood pressure
– Total cholesterol
– LDL/HDL ratio
• Reduced weight
• Reduced fasting glucose in people with Type 2 diabetes
• Improvements in low back pain
Widmer, R. J., et al. (2015). Digital health interventions for the prevention of cardiovascular disease: A systematic review and meta-analysis. Mayo Clinic Proceedings, 90(4), 469-480.
Simons, L. P. A., et al. (2016). Intensive lifestyle (e) support to reverse diabetes-2. BLED 2016 Proceedings, Paper 24. Retrieved from
http://aisel.aisnet.org/cgi/viewcontent.cgi?article=1023&context=bled2016
Irvine, A. B., et al. (2015). Mobile-web app to self-manage low back pain: Randomized clinical trial. Journal of Medical Internet Research, 17(1), e1.
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But engagement is low . . .
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People Don’t Participate in Health And Wellness Programs At Work
• Fewer than ½ of employees complete wellness screenings and HRAs when offered
• Just 10% of eligible participants enroll in employer-based weight loss interventions
• Participation in disease management programs is around 16% for eligible employees
• Only 7% of eligible employees participate in smoking cessation programs
Mattke, S., Liu, H., Caloyeras, J. P., Huang, C. Y., Van Busum, K. R., Khodyakov, D., & Shier, V. (2013). Workplace wellness programs study. Rand Corporation.
http://www.gallup.com/businessjournal/168995/wh
y-workplace-wellness-program-isn-working.aspx
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And industry attempts to engage users are counter-productive
Towers Watson/National Business Group on Health
Employer Survey on Purchasing Value in Health Care,
2013
PwC Health and Well-being Touchstone Survey Results,
2016
of employers surveyed
offer incentives for
participation in wellness
programs
offer these incentives to
spouses as well as
employees
81%
59%
90%
36%
of employers surveyed offer
incentives for participation
in wellness programs
offer incentives for
disease management
programs
2013 2016
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We need to rethink how we engage people in their health.
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Why engagement matters:
Outcomes=
Efficacyx
Participation
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Mapping Outcomes
PARTICIPATION
+
ENGAGEMENT
BEHAVIOR
CHANGE &
SELF-CARE
RISK FACTOR
PREVALENCE
MEDICAL
UTILIZATION
+ COSTS
HEALTH
(BIOMETRICS) &
PRODUCTIVITY
RETURN ON
INVESTMENT
TIMEFRAME FOR IMPACT
Leading Lagging
RISK
BASELINE
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Defining your behaviorsNew
behavior
Familiar
behavior
Increase
behavior
Decrease
behavior
Stop
behavior
One time Enroll in
health plan
Call doctor for
appointment
Sleep an extra
hour when
sick
Limit liquids
the night
before a scan
Don’t eat
dessert
tonight
Period of
time
Log symptoms
and triggers to
help with
diagnosis
Take
medication for
an acute
condition
Drink more
water during
hot weather
periods
Limit activity
while
recovering
from injury
Stop drinking
while on
antibiotics
From now
on
Check blood
sugar five or
more times a
day
Take
medication for
a chronic
condition
Get regular
exercise
Limit
saturated fats
in diet
Quit smoking
Adapted from B.J. Fogg,
Ph.D.
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Applying the psychology of motivation
• What is motivation?
• Motivational quality
• Levers of motivation
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Motivation:
Desire
with
velocity
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The Spectrum of Motivational Quality
Amotivated Extrinsic Introjected Identified Integrated Intrinsic
Controlled Autonomous
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Pushing People Along The Spectrum
Competence
Autonomy
Relatedness
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Competence
Goal statement: “I am learning, growing, and succeeding.”
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Enhance User Ability
• Organ donation
• 401k contributions
• Mammogram appointments
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Effects of Baselines on Airline Pilot Behavior
Gosnell, G. K., List, J. A., & Metcalfe, R. (working paper). A new approach to an age-old problem: Solving externalities by incenting workers directly. NBER Working Paper No.
22316. June 2016. JEL No. D01.J3,Q5,R4. Retrieved June 29, 2016 from http://papers.nber.org/tmp/821-w22316.pdf
Before After Change
Monitoring Only 31% 48% +17%
Feedback 31% 52% +21%
Personal Target 31% 53% +22%
Charity Donation 31% 51% +20%
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2x weight loss in people who track food
6+ days per week vs. people who track less than 11
1. Hollis, J. F. et al. (2008). Weight loss during the intensive intervention phase of the weight-loss maintenance trial. American Journal of Preventative Medicine, 32(5), 118-126.
2. Kruger, J., Blanck, H. M., & Gillespie, C. (2006). Dietary and physical activity behaviors among adults successful at weight loss maintenance. International Journal of Behavioral
Nutrition and Physical Activity, 3.
3. Bravata, D. M., et al. (2007). Using pedometers to increase physical activity and improve health: A systematic review. Journal of the American Medical Association, 298(19), 2296-
2304.
18% of successful dieters kept a
calorie diary, vs. 8% of unsuccessful dieters2
People using pedometers keep their
physical activity at 27% above baseline
levels3
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74%of doctors in Ohio agreed that
pain medications are
overprescribed because of a
focus on HCAHPS scores
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FEEDBACK CALIBRATES
PERFORMANCE
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Opower.com1.4 – 3.3% energy use reduction per household (Alcott, 2011)
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Multiple Levels of Feedback
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MULTIPLE LEVELS OF FEEDBACK
Dartmouth-Hitchcock
ImagineCarehttp://info.imaginecare.com/
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Provide Just-In-Time Help
TurboTaxhttp://www.turbotax.com
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Badges as Feedback Mechanisms
Foursquare, https://foursquare.com/
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“One reported
reason for ending
these badges is
precisely what would
be predicted by self-
determination
theory: users began
to ‘game’ the
system, looking to
circumvent the
health behavior
simply to get the
badge.”
Rigby, C. S. (2015). “Gamification and motivation,” in S. P. Walz & S. Deterding (eds.), The Gameful World: Approaches, Issues, Applications. Cambridge, MA: MIT Press.
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1. http://www.fool.com/investing/general/2016/01/26/just-how-big-is-starbucks-mobile-order-pay-and-wha.aspx, retrieved May 10, 2016
2. http://www.bizjournals.com/seattle/news/2016/04/21/starbucks-posts-highest-revenue-of-any-non-holiday.html, retrieved May 10, 2016
22% of transactions
in December 2015
1
8 million mobile transactions
per month2
The Starbucks Mobile App
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What If?Basic Snowball Debt Calculator, Debtpro.co http://www.vizhealth.org/using/calculato
r/
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Task Order Matters
– Time-consuming, draining tasks? Go hard to easy
– Learning, growth-oriented tasks? Go easy to hard
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Duolingo
http://duolingo.com
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Does it work?
http://duolingo.com/#/effectiveness-study
34 Hours of Duolingo
1 University Semester
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Competence Rules of Thumb• Measure baseline performance
• Offer relevant feedback at multiple levels
• Make developmentally appropriate demands
• Create optimal challenge
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Question 1: Which of the following is a way in which a digital health intervention can support a user's sense ofcompetence?
A.Meaningful choiceB.Social connectionsC.Timely feedbackD.Single sign-on (SSO)
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Question 1: Which of the following is a way in which a digital health intervention can support a user's sense ofcompetence?
A.Meaningful choiceB.Social connectionsC.Timely feedbackD.Single sign-on (SSO)
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Autonomy
Goal statement: ”I can make my own meaningful choices.”
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Shared Rules of Engagement
Patients educated about
colonoscopy via Emmi
Solutions intervention
before undergoing one
had better outcomes:
• 18% less sedation
medication
• 14% decrease in
procedure duration
• 11% more knowledgeable
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Set Clear Expectations
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Minimize External Pressure• Calibrate reward amounts
• Tie rewards to meaningful behaviors
• Consider non-financial rewards when possible, preferably goal-consistent
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StructureMeaningfulChoice
Aflac
https://www.aflac.com/docs/health-care-reform/compare-plan-options.pdf
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Emphasize the
benefits to the
preferred choice
Show what’s missing
from the non-preferred
choice
Use design to create
visual appeal
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Persona l Cho iceVa lue Express ion
http://mindbloom.com
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The Autonomy Challenge
How can we offer people
meaningful choice within a clinical
protocol?
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The Secret to Weight Loss
CALORIES IN
CALORIES OUT
Choice of how to influence calories:
• Type of diet to try
• Type of exercise to try
Choices within the program:
• Weight Watchers
• 21-Day Fix
• Jenny Craig
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What is something you value or
believe?
W h a t b e h a v i o r s a r e yo u t r y i n g t o c h a n ge?
H o w d o e s t h a t b e h a v i o r s u p po r t
yo u r va l u e ?
I b e l i e v e i n t a k i n g c a r e o f m y f a m i l y a n d m o d e l i n g g o o d
b e h a v i o r f o r m y k i d s
I wa n t t o q u i t s m o k i ng
I ’ l l h a ve mo r e e n e r gy f o r my
k i d s & t h e y ’ l l wo r r y l e s s a b o u t
m y h e a l t h
Value-Consistent Framing
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Universal Core Values• Commitment to something greater than oneself
• Self-respect (with humility, self-discipline, and acceptance of personal responsibility)
• Respect and caring for others
• Caring for other living things and the environmentKinnier, R. T., Kernes, J. L., & Dautheribes, T. M. (2000). A short list of universal moral values. Counseling and Values, 45, 4-16.
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Autonomy Rules of Thumb• Establish shared rules of engagement for informed decision-making
• Minimize external pressure
• Provide maximum choice where possible
• Tie behaviors to meaningful values or goals
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Question 2: Which of the following features in a digital intervention would best support a user's sense of autonomy?
A.Provide normative feedbackB.Allow the user to set his own goalC.Allow the user to customize the dashboardD.Suggest activities for the user to try
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Question 2: Which of the following features in a digital intervention would best support a user's sense of autonomy?
A.Provide normative feedbackB.Allow the user to set his own goalC.Allow the user to customize the dashboardD.Suggest activities for the user to try
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Relatedness
Goal statement: “I am part of something bigger than myself.”
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Harlow Maslow
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Ostracism Hurts
Cyberball, by Kip Williams, Ph.D
https://cyberball.wikispaces.com/
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Relatedness&
Social Networking
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Reactive
Proactive
Social Media Strategy
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Express Warmth In Your Words
JoinCake.com
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Convey Involvement
Pokémon Go Big Brothers Big Sisters
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Normative Feedback Says You Belong
http://women.smokefree.gov/
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Normative Feedback: A Delicate Balance
”It’s ok . . . Everyone has
trouble quitting so I don’t
need to try that hard.”
“I’m not alone in this
struggle; other people
have succeeded and so
can I.”
Recent research shows that many people may try
to quit smoking more than thirty times before
they finally quit for good.
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Start a Relationship
• Learn & triage
• Remember over time
TurboTaxhttp://www.turbotax.com
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Personalization Creates a Relationship
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Amazon: Leader in Personalization
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Everything Is Better With Friends
Books Workouts Music Food
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Relatedness Rules of Thumb• Be responsive and proactive with social media
• Communicate warmth
• Create a sense of involvement
• Convey belongingness
• Facilitate social connections
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Question 3: Some studies have shown that digital interventions built from a motivational design framework are morelikely to lead to user adherence with prescribed medications and other treatments.
A. True
B. False
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Question 3: Some studies have shown that digital interventions built from a motivational design framework are morelikely to lead to user adherence with prescribed medications and other treatments.
A.True
B. False
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Selected Outcomes• 20% reduced hospital admissions1
• $382 reduced medical claims1
• 33% lower rate of increase in medical costs2
• 24% higher satisfaction with health plan3
• 8 consecutive years of positive return on investment (ROI) ranging
from a low of 1.16:1 to a high of 2.83:14
• Sustained improvements in aggregate mental and physical health
metrics5
1. Schwartz et al., (2010). The impact of an online disease management program on medical costs among health plan members. American Journal of Health Promotion,
25(2), 126-133.
2. Williams, L. C., & Day, B. T. (2011). Medical cost savings for web-based wellness program participants from employers engaged in health promotion activities. American
Journal of Health Promotion, 25 (4), 272-280.
3. Rothert, K., & Strecher, V. J. (2006). Web-based weight management programs in an integrated health care setting: A randomized, controlled trial. Obesity,14(2), 266-
272.
4. Schwartz, S. M., et al. (2013). Sustained economic value of a wellness and disease prevention program: An 8-year longitudinal evaluation. Population Health
Management, 17(2), 90-99.
5. Ng, J. Y. Y., et al. (2012). Self-determination theory applied to health contexts: A meta-analysis. Perspectives on Psychological Science, 7(4), 325-340.
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Digital Health Intervention Selection Pre-Work• Define key outcomes of interest
– How will you measure them?
– How often?
– What are leading and lagging indicators of success?
• Understand the evidence base in your area of interest
– Do the interventions you’re considering draw on the evidence base?
– What success metrics already exist?
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The Digital Health Motivation ScorecardDoes the intervention . . . No Yes
Help users understand health behaviors in terms of values or goals?
Offer users choices within the experience?
Break complicated behaviors into easier steps that people can
accomplish?
Offer resources and support when needed?
Help people view their progress?
Provide meaningful, actionable feedback in a timely manner?
Connect users, either socially or psychologically?
Reflect an understanding of users over time?
A
A
C
C
C
C
R
R
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Realizing the Value of Motivational Psychology in Digital Health Interventions
Engagement Adherence (To
medication,
treatment)
Health Outcomes
Satisfaction x x x
Treatment/
Clinicalx x x
Prevention &
Patient Educationx x x
Savings Powered by scalable technology x
Leading Lagging
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Questions?
• Contact Amy Bucher, Ph.D.
• @amybphd
• Linkedin.com/in/amybucher
• Please complete online session evaluation