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M A K I N G S TO N E S O U P
T h e

M a n y F a c e s a n d E v e n t u a l S o l u t i o n s
t o L o w H e a l t h L i t e r a c y
d

Michael Wolf, MA MPH PhD
Professor, Medicine & Learning Sciences
Division of General Internal Medicine & Geriatrics
Feinberg School of Medicine
Northwestern University
Chicago, IL USA
Greetings from Chicago
Greetings from Chicago
A Parable…
d
Rapid Growth.
 > 3000 articles (1985 – present)
 ~ 2200 articles in past 5 years
 ~ 6000 related articles (1964 – present)

 Target of every professional society, WHO
 Few interventions

 Variable definitions
Health Literacy Skills
t h e

d

s o u p s t o n e
A Need for Clarity
 HL gained prominence as a skill set
~ 600 original studies comprise

HL evidence
(crude measures of reading, numeracy, health knowledge)

 But we want more from individuals…
- motivation, cultural factors (language, beliefs, experience)

 …And the health system
- accessibility, navigability, communication, follow-up

 …And community
- education, human services, policy, etc.
Cognitive & Social Skill Set.
Reading
Numeracy
Memory
Speed

Attention
Reasoning
Communication

HEALTH
LITERACY
A Need for Clarity
 HL gained prominence as a skill set
~ 600 original studies comprise

HL evidence
(crude measures of reading, numeracy, health knowledge)

 But we want more from individuals…
- motivation, cultural factors (language, beliefs, experience)

 …And the health system
- accessibility, navigability, communication, follow-up

 …And community
- education, human services, policy, etc.
A Need for Clarity
 HL gained prominence as a skill set
~ 600 original studies comprise

HL evidence
(crude measures of reading, numeracy, health knowledge)

 But we want more from individuals…
- motivation, cultural factors (language, beliefs, experience)

 …And the health system
- accessibility, navigability, communication, follow-up

 …And community
- education, human services, policy, etc.
A Need for Clarity
 HL gained prominence as a skill set
~ 600 original studies comprise

HL evidence
(crude measures of reading, numeracy, health knowledge)

 But we want more from individuals…
- motivation, cultural factors (language, beliefs, experience)

 …And the health system
- accessibility, navigability, communication, follow-up

 …And community
- education, human services, policy, etc.
2 Primary Objectives
► A Risk Factor: Health & Healthcare Equity

1. Reduce literacy disparities in health

► An Outcome: Clear Health Communication

2. Promote HL for all healthcare consumers
2 Primary Objectives
► A Risk Factor: Health & Healthcare Equity

1. Reduce literacy disparities in health
Available, imperfect metrics

Mostly – intervention trials

► An Outcome: Clear Health Communication

2. Promote HL for all healthcare consumers
What is the Root Cause?
Reading?
Knowledge?
Experience?
Self-Efficacy?
Activation?

Communication?
Beliefs?

Numeracy?

Cognitive Decline?
What is the Root Cause?
Reading?
Knowledge?

Numeracy?

Cognitive Decline?

Experience?
Self-Efficacy?
Activation?

Communication?
Beliefs?

D O E S

I T

M A T T E R

W H Y ?
Health Literacy ≠ Activation
2 Primary Objectives
► A Risk Factor: Health & Healthcare Equity

1. Reduce literacy disparities in health
Available, imperfect metrics

Mostly – intervention trials

► An Outcome: Clear Health Communication

2. Promote HL for all healthcare consumers
2 Primary Objectives
► A Risk Factor: Health & Healthcare Equity

1. Reduce literacy disparities in health
Available, imperfect metrics

Mostly – intervention trials

► An Outcome: Clear Health Communication

2. Promote HL for all healthcare consumers
Variable, tailored metrics

Widely dispersed studies
Daily Mail 25 May 2009
… & Simplify.

Reduce healthcare complexity and demands
to match consumer abilities

“Can we confuse patients less?”

Alastair J.J. Wood, MD
Deconstruct the Task
d

m e d i c a t i o n

u s e
Case Example: Medication Use
A dynamic behavior

(adding, changing, removing medication)

Multi-drug regimens, variable doses
Multiple devices

(pill, injection, inhaler, liquid, nasal, eye drops, lotions, etc.)

Tapered and escalating doses
Doses dependent on measurement (i.e. weight, blood sugar)
Daily vs. non-daily medicines
Limited duration vs. chronic, extended duration medicines
‘PRN’ (Pro Re Nata) or ‘As Needed’ and seasonal medicines
Multiple prescribers, multiple pharmacies, variable instructions
Brand vs. generic drugs (variable trade dress)
Unsynchronized fill dates from pharmacy
But What About…
Health Literacy
s

research agenda
An Abundance of Low Hanging Fruit
Start Early: Familiarize
Youth to Healthcare
System
Set Policies and Standards
Modify Delivery of
Healthcare Services

Train Healthcare
Professionals on Spoken ‘Best
Practices’

Empower Patients to Ask
Questions and Be Involved

Improve Written &
Multimedia Health
What We Need.
 Clarity in Definition
- ‘Health Literacy’ (Public Health Goal)
- New Term (risk factor…HSE?)

 New Standard Measures
- Construct measures
- Outcomes (patient, provider, system)

 Implementation of Known Best Practices

 Well-Informed Interventions
 A Good Sell
What We Need.
 Clarity in Definition
- ‘Health Literacy’ (Public Health Goal)
- New Term (risk factor…HSE?)

 New Standard Measures
- Construct measures
- Outcomes (patient, provider, system)

 Implementation of Known Best Practices

 Well-Informed Interventions
 A Good Sell
What We Need.
 Clarity in Definition
- ‘Health Literacy’ (Public Health Goal)
- New Term (risk factor…HSE?)

 New Standard Measures
- Construct measures
- Outcomes (patient, provider, system)

 Implementation of Known Best Practices

 Well-Informed Interventions
 A Good Sell
What We Need.
 Clarity in Definition
- ‘Health Literacy’ (Public Health Goal)
- New Term (risk factor…HSE?)

 New Standard Measures
- Construct measures
- Outcomes (patient, provider, system)

 Implementation of Known Best Practices

 Well-Informed Interventions
 A Good Sell
What We Need.
 Clarity in Definition
- ‘Health Literacy’ (Public Health Goal)
- New Term (risk factor…HSE?)

 New Standard Measures
- Construct measures
- Outcomes (patient, provider, system)

 Implementation of Known Best Practices

 Well-Informed Interventions
 A Good Sell
Measures
Existing Tools
 Individual traits

 Research vs. clinical
 Variable thresholds reported
 Limited modality
 Resilience over time
 Aging

 SES
Performance preserved:
- Verbal Ability
- REALM
Performance preserved:
- Verbal Ability
- REALM

Performance declines:
- Long-term memory
- Working memory
- Inductive Reasoning
- Processing Speed
- TOFHLA
- NVS
Outcomes
HL

Outcomesisk Factor

 Background Knowledge (retrieve, recall)

 ‘Functional Understanding’ of Behaviors (apply)
 Self-Efficacy (information-seeking)
 Activation
 Communication
 Behavior change/maintenance
 Health Services Use
 Outcomes
HL

Outcomesisk Factor
DIRECT

 Background Knowledge (retrieve, recall)

 ‘Functional Understanding’ of Behaviors (apply)
 Self-Efficacy (information-seeking)
 Activation
 Communication
 Behavior change/maintenance
 Health Services Use
 Outcomes
HL

Outcomesisk Factor

 Background Knowledge (retrieve, recall)

 ‘Functional Understanding’ of Behaviors (apply)
 Self-Efficacy (information-seeking)
 Activation
 Communication
 Behavior change/maintenance
 Health Services Use
 Outcomes

DISTAL
Implementation
Health Information
Evidence strong for best practices:
 Plain language, written materials (Doak 1993; AHRQ 2012)
High

- content, format, quantity(Seligman 2007; Wilson 2010)
- understandability vs. actionability

 Broader evidence base to guide multimedia
- use of imagery or icons w/ text (Morrow et al. 2012)
- video vs. print (Wilson et al. 2012)
- best practices for video/web design (Wilson 2010; Sweller 2005)

 Web/mobile apps require further study(Chomutare 2011)
Improve Drug Information.

Yin et al., JAMA Pediatrics, 2008
OTC Label

Rx Label
Case Example: Transplant
Provider Interactions
Limited evidence for verbal counseling
Single Event

 ‘Teach back’ technique (Schillinger 2003; Kandula 2011)
 Implementation Intention (Park 2007; Armitage 2009)
Moderate

Repeat Event

 Teach-to-goal (Baker et al. 2011)
 Brief Counseling (DeWalt 2009; Wallace 2009)
Speech Rate! (Gordon et al 2009)
3 Minutes or Less
 Implementation Intention (Dress Rehearsal)
- Cognitive planning or ‘mapping’ a behavior
- 3 min. counseling

adherence

(Park 2007)

How will you take this?
When will you take this?
How many pills do you take at a time?
It has to be taken with food…when do you eat meals?

Where will you keep it so you remember?
Health System Engagement
Addressing practice redesign issues
 ‘Hardwiring’ patient education in practice
- the reality of limited resources (Wolf et al. 2012)
- leveraging electronic health records (EHRs)

- patient portals

Low

 Multifaceted Interventions
- necessary but difficult to implement (Kripalani 2012)
- Deconstructing what actually worked

(Rothman et al. 2004)
A New and Simpler
Insurance Provider
Premium
Claim

Essential health
benefits

Health

Obamacare

Enrollment
Marketplace
Pre-existing
condition

Deductible
COBRA

Network

Co-pay

Subsidy

The Exchange
Preventive care

County care

Allowed
amount

Out of pocket
Co-insurance

Preferred provider
January 8, 2013

Better Rx
Labeling, Better
Adherence
3 months
9 months

R01HS017687

Demonstrated
Proper Use

1.85 (1.31, 2.60)

1.07 (0.74, 1.57)
2.08 (1.10, 3.98)

1.19 (0.65, 2.18)

Rx Adherence
(pill count)
Reprogrammed, Default ‘Sigs’
Epic EHR view
Going (Gone) Mobile
Figure X. SMS text for UMS instructions.
Interventions
Our Current State.
 Few interventions properly evaluated

 Most negative results
 Those that worked, ‘kitchen sink’ approaches
 Need to attend to lessons from other fields
 Need buy-in from healthcare system, industry
 Measures, measures, measures
Recommendations
 Include HL measures in research
- preferences?

 Report Standard Thresholds
- gradient or threshold effect?

 Have reasonable, objective outcomes
- what to power to?

 Test for interactions (Goal 1)
Recommendations (cont.)
 Recognize performance is dependent on the
system, not just individual
- can you include system attributes?
 Mediating, Moderating Factors
 Consider Activation Separately among others
Michael Wolf, MA MPH PhD
Professor, Medicine & Learning Sciences
Associate Division Chief – Research
General Internal Medicine & Geriatrics
mswolf@northwestern.edu

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Making stone soup: The many faces and eventual solutions to low health literacy. Professor Michael Wolf

  • 1. M A K I N G S TO N E S O U P T h e M a n y F a c e s a n d E v e n t u a l S o l u t i o n s t o L o w H e a l t h L i t e r a c y d Michael Wolf, MA MPH PhD Professor, Medicine & Learning Sciences Division of General Internal Medicine & Geriatrics Feinberg School of Medicine Northwestern University Chicago, IL USA
  • 5.
  • 6. Rapid Growth.  > 3000 articles (1985 – present)  ~ 2200 articles in past 5 years  ~ 6000 related articles (1964 – present)  Target of every professional society, WHO  Few interventions  Variable definitions
  • 7. Health Literacy Skills t h e d s o u p s t o n e
  • 8. A Need for Clarity  HL gained prominence as a skill set ~ 600 original studies comprise HL evidence (crude measures of reading, numeracy, health knowledge)  But we want more from individuals… - motivation, cultural factors (language, beliefs, experience)  …And the health system - accessibility, navigability, communication, follow-up  …And community - education, human services, policy, etc.
  • 9. Cognitive & Social Skill Set. Reading Numeracy Memory Speed Attention Reasoning Communication HEALTH LITERACY
  • 10. A Need for Clarity  HL gained prominence as a skill set ~ 600 original studies comprise HL evidence (crude measures of reading, numeracy, health knowledge)  But we want more from individuals… - motivation, cultural factors (language, beliefs, experience)  …And the health system - accessibility, navigability, communication, follow-up  …And community - education, human services, policy, etc.
  • 11. A Need for Clarity  HL gained prominence as a skill set ~ 600 original studies comprise HL evidence (crude measures of reading, numeracy, health knowledge)  But we want more from individuals… - motivation, cultural factors (language, beliefs, experience)  …And the health system - accessibility, navigability, communication, follow-up  …And community - education, human services, policy, etc.
  • 12. A Need for Clarity  HL gained prominence as a skill set ~ 600 original studies comprise HL evidence (crude measures of reading, numeracy, health knowledge)  But we want more from individuals… - motivation, cultural factors (language, beliefs, experience)  …And the health system - accessibility, navigability, communication, follow-up  …And community - education, human services, policy, etc.
  • 13. 2 Primary Objectives ► A Risk Factor: Health & Healthcare Equity 1. Reduce literacy disparities in health ► An Outcome: Clear Health Communication 2. Promote HL for all healthcare consumers
  • 14. 2 Primary Objectives ► A Risk Factor: Health & Healthcare Equity 1. Reduce literacy disparities in health Available, imperfect metrics Mostly – intervention trials ► An Outcome: Clear Health Communication 2. Promote HL for all healthcare consumers
  • 15. What is the Root Cause? Reading? Knowledge? Experience? Self-Efficacy? Activation? Communication? Beliefs? Numeracy? Cognitive Decline?
  • 16. What is the Root Cause? Reading? Knowledge? Numeracy? Cognitive Decline? Experience? Self-Efficacy? Activation? Communication? Beliefs? D O E S I T M A T T E R W H Y ?
  • 17. Health Literacy ≠ Activation
  • 18. 2 Primary Objectives ► A Risk Factor: Health & Healthcare Equity 1. Reduce literacy disparities in health Available, imperfect metrics Mostly – intervention trials ► An Outcome: Clear Health Communication 2. Promote HL for all healthcare consumers
  • 19. 2 Primary Objectives ► A Risk Factor: Health & Healthcare Equity 1. Reduce literacy disparities in health Available, imperfect metrics Mostly – intervention trials ► An Outcome: Clear Health Communication 2. Promote HL for all healthcare consumers Variable, tailored metrics Widely dispersed studies
  • 20.
  • 21. Daily Mail 25 May 2009
  • 22. … & Simplify. Reduce healthcare complexity and demands to match consumer abilities “Can we confuse patients less?” Alastair J.J. Wood, MD
  • 23. Deconstruct the Task d m e d i c a t i o n u s e
  • 24. Case Example: Medication Use A dynamic behavior (adding, changing, removing medication) Multi-drug regimens, variable doses Multiple devices (pill, injection, inhaler, liquid, nasal, eye drops, lotions, etc.) Tapered and escalating doses Doses dependent on measurement (i.e. weight, blood sugar) Daily vs. non-daily medicines Limited duration vs. chronic, extended duration medicines ‘PRN’ (Pro Re Nata) or ‘As Needed’ and seasonal medicines Multiple prescribers, multiple pharmacies, variable instructions Brand vs. generic drugs (variable trade dress) Unsynchronized fill dates from pharmacy
  • 27. An Abundance of Low Hanging Fruit Start Early: Familiarize Youth to Healthcare System Set Policies and Standards Modify Delivery of Healthcare Services Train Healthcare Professionals on Spoken ‘Best Practices’ Empower Patients to Ask Questions and Be Involved Improve Written & Multimedia Health
  • 28. What We Need.  Clarity in Definition - ‘Health Literacy’ (Public Health Goal) - New Term (risk factor…HSE?)  New Standard Measures - Construct measures - Outcomes (patient, provider, system)  Implementation of Known Best Practices  Well-Informed Interventions  A Good Sell
  • 29. What We Need.  Clarity in Definition - ‘Health Literacy’ (Public Health Goal) - New Term (risk factor…HSE?)  New Standard Measures - Construct measures - Outcomes (patient, provider, system)  Implementation of Known Best Practices  Well-Informed Interventions  A Good Sell
  • 30. What We Need.  Clarity in Definition - ‘Health Literacy’ (Public Health Goal) - New Term (risk factor…HSE?)  New Standard Measures - Construct measures - Outcomes (patient, provider, system)  Implementation of Known Best Practices  Well-Informed Interventions  A Good Sell
  • 31. What We Need.  Clarity in Definition - ‘Health Literacy’ (Public Health Goal) - New Term (risk factor…HSE?)  New Standard Measures - Construct measures - Outcomes (patient, provider, system)  Implementation of Known Best Practices  Well-Informed Interventions  A Good Sell
  • 32. What We Need.  Clarity in Definition - ‘Health Literacy’ (Public Health Goal) - New Term (risk factor…HSE?)  New Standard Measures - Construct measures - Outcomes (patient, provider, system)  Implementation of Known Best Practices  Well-Informed Interventions  A Good Sell
  • 34. Existing Tools  Individual traits  Research vs. clinical  Variable thresholds reported  Limited modality  Resilience over time  Aging  SES
  • 35.
  • 37. Performance preserved: - Verbal Ability - REALM Performance declines: - Long-term memory - Working memory - Inductive Reasoning - Processing Speed - TOFHLA - NVS
  • 39. HL Outcomesisk Factor  Background Knowledge (retrieve, recall)  ‘Functional Understanding’ of Behaviors (apply)  Self-Efficacy (information-seeking)  Activation  Communication  Behavior change/maintenance  Health Services Use  Outcomes
  • 40. HL Outcomesisk Factor DIRECT  Background Knowledge (retrieve, recall)  ‘Functional Understanding’ of Behaviors (apply)  Self-Efficacy (information-seeking)  Activation  Communication  Behavior change/maintenance  Health Services Use  Outcomes
  • 41. HL Outcomesisk Factor  Background Knowledge (retrieve, recall)  ‘Functional Understanding’ of Behaviors (apply)  Self-Efficacy (information-seeking)  Activation  Communication  Behavior change/maintenance  Health Services Use  Outcomes DISTAL
  • 43. Health Information Evidence strong for best practices:  Plain language, written materials (Doak 1993; AHRQ 2012) High - content, format, quantity(Seligman 2007; Wilson 2010) - understandability vs. actionability  Broader evidence base to guide multimedia - use of imagery or icons w/ text (Morrow et al. 2012) - video vs. print (Wilson et al. 2012) - best practices for video/web design (Wilson 2010; Sweller 2005)  Web/mobile apps require further study(Chomutare 2011)
  • 44. Improve Drug Information. Yin et al., JAMA Pediatrics, 2008
  • 46.
  • 47.
  • 49. Provider Interactions Limited evidence for verbal counseling Single Event  ‘Teach back’ technique (Schillinger 2003; Kandula 2011)  Implementation Intention (Park 2007; Armitage 2009) Moderate Repeat Event  Teach-to-goal (Baker et al. 2011)  Brief Counseling (DeWalt 2009; Wallace 2009) Speech Rate! (Gordon et al 2009)
  • 50. 3 Minutes or Less  Implementation Intention (Dress Rehearsal) - Cognitive planning or ‘mapping’ a behavior - 3 min. counseling adherence (Park 2007) How will you take this? When will you take this? How many pills do you take at a time? It has to be taken with food…when do you eat meals? Where will you keep it so you remember?
  • 51. Health System Engagement Addressing practice redesign issues  ‘Hardwiring’ patient education in practice - the reality of limited resources (Wolf et al. 2012) - leveraging electronic health records (EHRs) - patient portals Low  Multifaceted Interventions - necessary but difficult to implement (Kripalani 2012) - Deconstructing what actually worked (Rothman et al. 2004)
  • 52. A New and Simpler Insurance Provider Premium Claim Essential health benefits Health Obamacare Enrollment Marketplace Pre-existing condition Deductible COBRA Network Co-pay Subsidy The Exchange Preventive care County care Allowed amount Out of pocket Co-insurance Preferred provider
  • 53.
  • 54. January 8, 2013 Better Rx Labeling, Better Adherence 3 months 9 months R01HS017687 Demonstrated Proper Use 1.85 (1.31, 2.60) 1.07 (0.74, 1.57) 2.08 (1.10, 3.98) 1.19 (0.65, 2.18) Rx Adherence (pill count)
  • 56. Going (Gone) Mobile Figure X. SMS text for UMS instructions.
  • 58. Our Current State.  Few interventions properly evaluated  Most negative results  Those that worked, ‘kitchen sink’ approaches  Need to attend to lessons from other fields  Need buy-in from healthcare system, industry  Measures, measures, measures
  • 59. Recommendations  Include HL measures in research - preferences?  Report Standard Thresholds - gradient or threshold effect?  Have reasonable, objective outcomes - what to power to?  Test for interactions (Goal 1)
  • 60. Recommendations (cont.)  Recognize performance is dependent on the system, not just individual - can you include system attributes?  Mediating, Moderating Factors  Consider Activation Separately among others
  • 61.
  • 62. Michael Wolf, MA MPH PhD Professor, Medicine & Learning Sciences Associate Division Chief – Research General Internal Medicine & Geriatrics mswolf@northwestern.edu

Notas do Editor

  1. You may be curious as to what these icons and enhanced labels looked like. The icon was a black hexagon containing two letters, Ac, which denoted acetaminophen. For over-the counter bottles, the icon was displayed on the front of the bottle next to the active ingredient information and on the back of the bottle in the drug facts to the left of the active ingredient information. Prescription bottles displayed the icon below the directions for use and were accompanied by a brief statement indicating the medicine contains acetaminophen. So you’ve probably noticed that the icon is a little hard to see – particularly on the over-the-counter label - and you may wonder why we chose it to be black and white. We originally intended for the icon to be colored and to be displayed more prominently on the bottle, but we had to make compromises in order to allow for the icon to be used across all packaging, both prescription and non-prescription.