SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
The (Inevitable and Acceptable)
Consequences of Using Generic Patient-
Reported Outcomes in Technology
Appraisals: Issues of Accessibility in
Challenging Clinical Contexts
CADTH Symposium
April 14th, 2015
David Whitehurst, PhD
Faculty of Health Sciences, Simon Fraser University
Centre for Clinical Epidemiology and Evaluation (C2E2)
Fraser Health Authority
International Collaboration On Repair Discoveries (ICORD)
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Overview
• Key issues
- health-related quality of life
- methodological rigour
• Challenging contexts
- spinal cord injury
- aphasia
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Overview
• Key issues
- health-related quality of life
- methodological rigour
• Challenging contexts
- spinal cord injury
- aphasia “I know that validity
isn’t as important to
you guys but in our
world it’s everything.”
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Generic v Condition-Specific
Week #10: Measuring Benefits for Economic Evaluation
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Generic v Condition-Specific (1)
• Condition-specific measures
- narrow assessment of a dimension (or dimensions)
of health for a particular condition
- sensitive to the condition under investigation
- unable to be used for cross-condition comparisons
E.g., Asthma Quality of Life Questionnaire (AQLQ)
Dermatology Life Quality Index (DLQI)
Arthritis Impact Measurement Scale (AIMS)
Dementia Quality of Life (DEMQOL)
Week #10: Measuring Benefits for Economic
Evaluation
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Generic v Condition-Specific (2)
• Generic measures
- broader assessment of HRQoL
- enables cross-condition comparisons
- can be insensitive (being less sensitive is not
surprising)
E.g., Nottingham Health Profile (NHP)
SF-36, SF-12 & SF-6D
Quality of Wellbeing Scale (QWB)
EQ-5D-3L & EQ-5D-5L
Health Utilities Index (HUI)
Week #10: Measuring Benefits for Economic
Evaluation
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Generic v Condition-Specific (2)
• Generic measures
- broader assessment of HRQoL
- enables cross-condition comparisons
- can be insensitive (being less sensitive is not
surprising)
‘profile’ & ‘index’
measures
E.g., Nottingham Health Profile (NHP)
SF-36, SF-12 & SF-6D
Quality of Wellbeing Scale (QWB)
EQ-5D-3L & EQ-5D-5L
Health Utilities Index (HUI)
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
SF-36
(profile)
Source: http://www.sf-36.org/tools/sf36.shtml (amended for presentation purposes)
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
EQ-5D-3L
(index &
profile)
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Q1...
Q2...
Q3...
Q4...
Q5...
Q6...
Descriptive component Valuation component
Preference-Based Measures
+
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
The ‘Holy Grail’ – a Futile Pursuit
• EQ-5D history: complementarity
- “The raison d'être of the EuroQol Instrument is to
provide a simple “abstracting” device, for use
alongside other more detailed measures of HRQoL, to
serve as a basis for comparing health care outcomes
using a basic “common core” of QoL characteristics
which most people are known to value highly”
• Why abandon convention?
- an inherent trade-off
- how inappropriate is too inappropriate?
Kind P, Brooks R, Rabin R, eds. EQ-5D Concepts and Methods: A Developmental History. Dordrecht, The Netherlands: Springer, 2005.
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Spinal Cord Injury & Secondary
Complications: A Mixed-Methods Evaluation
of Preference-Based Instruments
Funding: Rick Hansen Institute Translational
Research Program
Team: David GT Whitehurst
Marcel FS Dvorak
Nicole Mittmann
Vanessa K Noonan
Nitya Suryaprakash
Stirling Bryan
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
SF-36v2 (SF-6D)
• “... the walking one hundred yards. Well, I can
wheel 100 hundred yards without thinking but I’m
not going to put that on here, I’m going to put ‘no’
and they look at it and say oh! that’s a problem”
(FG3).
• “When I saw walking, I just kind of took it as
wheeling... I’ll just say wheeling instead, I don’t
mind crossing that off and putting that” (FG2).
Medical Outcomes Study 36-item Short Form Health Survey (version 2)
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
HUI
• “I have a really good quality of life but the way I
had to answer the questions didn’t give me an
option really to express that.” (FG1).
• “Question nine, they’re beating around the bush
about equipment but they’re not mentioning you’re
unable to walk but you are able to get around.”
(FG3)
Health Utilities Index
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
• Trade-off: generic
measurement vs.
relevancy
• AQoL-8D was the
most preferred
instrument
• Allowed us to make
an evidence-based
judgement regarding
survey content
Whitehurst DGT, et al. Health and Quality of Life Outcomes 2014
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
AQoL-8D ‘Mobility’ item
responses of individuals
at the lowest level on the
EQ-5D-5L ‘Mobility’
dimension
(n = 261; 72%)
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Ranked scatter graph of health state values for
AQoL-8D, EQ-5D-5L, HUI-3 and SF-6D
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
‘walk’ or ‘walking’
no reference to
‘walking’
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Preference-based HRQoL in the
context of aphasia
Team: David GT Whitehurst
Aura Kagan
Nina Simmons-Mackie
Rebecca Palmer
Nicholas R Latimer
Jeffrey S Hoch
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Aphasia & QALYs
• Systematic review
- very broad inclusion criteria
- six studies identified; no conceptual or empirical
evidence for the use of any existing instrument
- feasibility versus validity
Whitehurst DGT, et al. Aphasiology 2014
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Aphasia & QALYs
• Systematic review
- very broad inclusion criteria
- six studies identified; no conceptual or empirical
evidence for the use of any existing instrument
- feasibility versus validity
• The ‘Arthur Brisbane’ approach
- aphasia-specific?
- brand new generic outcome?
- convert an existing instrument?
Whitehurst DGT, et al. Aphasiology 2014
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Aphasia & QALYs: Pilot #1 (Ontario)
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Aphasia & QALYs: Pilot #2 (Sheffield, England)
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
Summary / Discussion
• Generic preference-based instruments
are complementary measures
• Understandable air of skepticism
• Divergence from convention is not an
appropriate first step
SFU
SIMON FRASER UNIVERSITY
FACULTY OF HEALTH SCIENCES
AcknowledgementsAcknowledgements

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Cadth symposium 2015 d3 (whitehurst)

  • 1. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES The (Inevitable and Acceptable) Consequences of Using Generic Patient- Reported Outcomes in Technology Appraisals: Issues of Accessibility in Challenging Clinical Contexts CADTH Symposium April 14th, 2015 David Whitehurst, PhD Faculty of Health Sciences, Simon Fraser University Centre for Clinical Epidemiology and Evaluation (C2E2) Fraser Health Authority International Collaboration On Repair Discoveries (ICORD)
  • 2. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Overview • Key issues - health-related quality of life - methodological rigour • Challenging contexts - spinal cord injury - aphasia
  • 3. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Overview • Key issues - health-related quality of life - methodological rigour • Challenging contexts - spinal cord injury - aphasia “I know that validity isn’t as important to you guys but in our world it’s everything.”
  • 4. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Generic v Condition-Specific Week #10: Measuring Benefits for Economic Evaluation
  • 5. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Generic v Condition-Specific (1) • Condition-specific measures - narrow assessment of a dimension (or dimensions) of health for a particular condition - sensitive to the condition under investigation - unable to be used for cross-condition comparisons E.g., Asthma Quality of Life Questionnaire (AQLQ) Dermatology Life Quality Index (DLQI) Arthritis Impact Measurement Scale (AIMS) Dementia Quality of Life (DEMQOL) Week #10: Measuring Benefits for Economic Evaluation
  • 6. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Generic v Condition-Specific (2) • Generic measures - broader assessment of HRQoL - enables cross-condition comparisons - can be insensitive (being less sensitive is not surprising) E.g., Nottingham Health Profile (NHP) SF-36, SF-12 & SF-6D Quality of Wellbeing Scale (QWB) EQ-5D-3L & EQ-5D-5L Health Utilities Index (HUI) Week #10: Measuring Benefits for Economic Evaluation
  • 7. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Generic v Condition-Specific (2) • Generic measures - broader assessment of HRQoL - enables cross-condition comparisons - can be insensitive (being less sensitive is not surprising) ‘profile’ & ‘index’ measures E.g., Nottingham Health Profile (NHP) SF-36, SF-12 & SF-6D Quality of Wellbeing Scale (QWB) EQ-5D-3L & EQ-5D-5L Health Utilities Index (HUI)
  • 8. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES SF-36 (profile) Source: http://www.sf-36.org/tools/sf36.shtml (amended for presentation purposes)
  • 9. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES EQ-5D-3L (index & profile)
  • 10. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Q1... Q2... Q3... Q4... Q5... Q6... Descriptive component Valuation component Preference-Based Measures +
  • 11. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES The ‘Holy Grail’ – a Futile Pursuit • EQ-5D history: complementarity - “The raison d'être of the EuroQol Instrument is to provide a simple “abstracting” device, for use alongside other more detailed measures of HRQoL, to serve as a basis for comparing health care outcomes using a basic “common core” of QoL characteristics which most people are known to value highly” • Why abandon convention? - an inherent trade-off - how inappropriate is too inappropriate? Kind P, Brooks R, Rabin R, eds. EQ-5D Concepts and Methods: A Developmental History. Dordrecht, The Netherlands: Springer, 2005.
  • 12. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Spinal Cord Injury & Secondary Complications: A Mixed-Methods Evaluation of Preference-Based Instruments Funding: Rick Hansen Institute Translational Research Program Team: David GT Whitehurst Marcel FS Dvorak Nicole Mittmann Vanessa K Noonan Nitya Suryaprakash Stirling Bryan
  • 13. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES SF-36v2 (SF-6D) • “... the walking one hundred yards. Well, I can wheel 100 hundred yards without thinking but I’m not going to put that on here, I’m going to put ‘no’ and they look at it and say oh! that’s a problem” (FG3). • “When I saw walking, I just kind of took it as wheeling... I’ll just say wheeling instead, I don’t mind crossing that off and putting that” (FG2). Medical Outcomes Study 36-item Short Form Health Survey (version 2)
  • 14. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES HUI • “I have a really good quality of life but the way I had to answer the questions didn’t give me an option really to express that.” (FG1). • “Question nine, they’re beating around the bush about equipment but they’re not mentioning you’re unable to walk but you are able to get around.” (FG3) Health Utilities Index
  • 15. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES • Trade-off: generic measurement vs. relevancy • AQoL-8D was the most preferred instrument • Allowed us to make an evidence-based judgement regarding survey content Whitehurst DGT, et al. Health and Quality of Life Outcomes 2014
  • 17. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES AQoL-8D ‘Mobility’ item responses of individuals at the lowest level on the EQ-5D-5L ‘Mobility’ dimension (n = 261; 72%)
  • 18. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Ranked scatter graph of health state values for AQoL-8D, EQ-5D-5L, HUI-3 and SF-6D
  • 20. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES ‘walk’ or ‘walking’ no reference to ‘walking’
  • 21. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Preference-based HRQoL in the context of aphasia Team: David GT Whitehurst Aura Kagan Nina Simmons-Mackie Rebecca Palmer Nicholas R Latimer Jeffrey S Hoch
  • 22. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Aphasia & QALYs • Systematic review - very broad inclusion criteria - six studies identified; no conceptual or empirical evidence for the use of any existing instrument - feasibility versus validity Whitehurst DGT, et al. Aphasiology 2014
  • 23. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Aphasia & QALYs • Systematic review - very broad inclusion criteria - six studies identified; no conceptual or empirical evidence for the use of any existing instrument - feasibility versus validity • The ‘Arthur Brisbane’ approach - aphasia-specific? - brand new generic outcome? - convert an existing instrument? Whitehurst DGT, et al. Aphasiology 2014
  • 24. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Aphasia & QALYs: Pilot #1 (Ontario)
  • 25. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Aphasia & QALYs: Pilot #2 (Sheffield, England)
  • 26. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES Summary / Discussion • Generic preference-based instruments are complementary measures • Understandable air of skepticism • Divergence from convention is not an appropriate first step
  • 27. SFU SIMON FRASER UNIVERSITY FACULTY OF HEALTH SCIENCES AcknowledgementsAcknowledgements

Editor's Notes

  • #14: Some participants accepted this measure to be applicable for a broad range of respondents and had no difficulty answering the questions , while some did not find it relevant. Questions about mobility raised concern; participants discussed the fact that responses would give a false impression of their health status. Others addressed this problem by reframing the question:
  • #15: The HUI was seen as a largely straightforward instrument to complete and even though the participants were pleased with the variety of issues many felt that they were unable to accurately describe their quality of life Combining multiple concepts into a single question was viewed negatively on multiple occasions.