Is healthcare any good for patients? Measuring health outcomes using EQ-5D
Professor Paul Kind Principal Investigator Outcomes Research Group Centre for Health Economics University of York England
Health care
• Designed / delivered with the intention of altering the “natural” health status of patients over time • Relieving pain, suffering • Prolonging (enabling) life • Easing process of dying • Cure (sometimes)
Hippocratic Oath : First, do no harm
• Fundamental question : how do you know if you are helping / harming the patient ? • You need to know
– does treatment CHANGE anything ? – what is the DIRECTION of change ? – what is the MAGNITUDE of change ?
Health care intervention
Symptomatic relief, cure, palliation ?
No
Yes
Problem
Measuring health outcomes
the biomedical model
(a) [ FEV1 ]t0 - [ FEV1 ]t1 FEV1
(b) [ health]t0 - [ health ]t1 status
health
there is a calibrated test procedure for (a)
what do we use for (b) ?
Outcome measures
'Classical' indicators
• • • • • • Survival rates Readmission rates Symptom counts Employment status Days lost through sickness Clinical parameters
Grading angina severity
New York Heart Association
• Grade I
• ordinary physical activity does not cause undue fatigue, palpitation or anginal pain
• Grade II
• comfortable at rest. Ordinary physical activity results in fatigue, palpitation, dyspnoea or anginal pain
• Grade III
• comfortable at rest. Less than ordinary physical activity causes fatigue, palpitation, dyspnoea or anginal pain
• Grade IV
• inability to carry on physical activity without discomfort. Symptoms of cardiovascular insufficiency or the anginal syndrome may be present even at rest
Karnofsky Performance Scale
Description Normal Normal activity ; minor signs / symptoms Subnormal activity ; some signs / symptoms Unable to work or to continue normal activities Requires occasional assistance Requires considerable assistance and frequent care Disabled ; requires special care Severely disabled ; hospitalised Very sick ; hospitalised with active support treatment Moribund Dead
40
Score 100 90 80 70 60 50 40 30 20 10 0
FACT-L
PHYSICAL WELL-BEING
GP1
Not at all
A little Somebit what
Quite a bit
Very much
I have a lack of energy.......................................................... 0 I have nausea......................................................................... 0 Because of my physical condition, I have trouble meeting the needs of my family............................................ 0 I have pain............................................................................. 0 I am bothered by side effects of treatment............................ 0 I feel ill.................................................................................. 0 I am forced to spend time in bed........................................... 0
1 1 1 1 1 1 1
2 2 2 2 2 2 2
3 3 3 3 3 3 3
4 4 4 4 4 4 4
GP2
GP3
GP4
GP5
GP6
GP7
Health-related quality of life
a specialised measure of outcome
What are the health outcomes ?
EQ-5D
Health-related quality of life
The EuroQoL Group
• Set up in 1987 by a multidisciplinary group of researchers concerned with EVALUATION in health and health care
– Clinicians – Health economists – Others (sociology, psychology …)
The EuroQoL Group
• Founders Finland Netherlands (Norway) Sweden UK • Extended network
Argentina Canada China Denmark Germany Greece Hungary Italy Japan
Korea New Zealand Portugal Russia Slovenia Spain Taiwan USA .... Poland ?
So .. what is EQ-5D ?
• A generic measure of health status (health-related quality of life) capable of being represented as a single index • Health is defined in terms of 5 dimensions
- mobility - self care - usual activity - pain / discomfort - anxiety / depression
• Each dimension is divided into 3 levels
- none - some - extreme
What is EQ-5D ?
• A generic, single index measure of health status • Based on 5 dimensions Mobility Self-Care Usual Activity Pain / Discomfort Anxiety / Depression • Defines a total of 35 = 243 health states
Anxiety / Depression
Mobility
Pain / Discomfort
Health state
Self-Care
Usual Activity
Self-care
Mobility Pain / discomfort
Health state Usual activities
Anxiety / depression
For example : no problems in walking about (1) some problems washing self (2) some problems with usual activity (2) no pain or discomfort (1) moderately anxiety or depression (2)
State 12212
• In general we know NOTHING about the order or values of EQ-5D health states • There is a logical ordinal relationship between some states
– For example 11111 is logically better than 33333 – But what is the distance between these states ?
Does moving from state A to state B constitute a patient benefit ?
If so, then by how much?
3 2 3 2
1
1
usual activity
pain / discomfort
mobility
pain / discomfort
usual activity
Profile A : 1 1 2 2 3
anxiety / depression
Profile B : 1 1 3 2 2
anxiety / depression
mobility
self care
self care
0
0
Shared objective : Valuing health
• Needed a simple method • Self-administered • Capable of being used in population surveys • Relatively quick • Able to produce cardinal values
Valuation method(s)
• EuroQoL Group standard
– Visual analogue scale rating using a vertical 20cm scale – Range 0 – 100 corresponding to “worst imaginable” and “best imaginable” health
• Individual experimentation
– Time Trade-Off (York MVH Project) – Ranking – Paired comparisons – Standard Gamble
VAS rating of EQ-5D health states
Health state A
Health state E
Health state F 33333 Health state H
11111
Health state C Health state D
0
1
2
3
0
1
2
3
mobility
mobility
Population preference weights
self care
self care
usual activity pain / discomfort anxiety / depression
usual activity pain / discomfort anxiety / depression
Profile A : 1 1 2 2 3
Profile B : 1 1 3 2 2
0.1 0 State A State B 0.11 Difference 0.2 0.3 0.25 0.36 0.4
MOBILITY I have no problems in walking about I have some problems in walking about I am confined to bed SELF-CARE I have no problems with self-care I have some problems washing or dressing myself
For each group of statements please indicate the one that best describes your health today Please tick one box for each group of statements.
I am unable to wash or dress myself
USUAL ACTIVITIES I have no problems with performing my usual activities (e.g. work, study, housework, family or leisure activities) I have some problems with performing my usual activities I am unable to perform my usual activities PAIN / DISCOMFORT I have no pain or discomfort I have moderate pain or discomfort I have extreme pain or discomfort ANXIETY / DEPRESSION
I am not anxious or depressed
I am moderately anxious or depressed I am extremely anxious or depressed
TThink about how good or bad your own health is today
This scale may help. The best health you can imagine is marked 100 and the worst health you can imagine is marked 0 Please write in the box below, the number between 0 and 100 that you feel best shows how good your health is today Best imaginable health 100 90 80 70 Your own health today 60 50 40 30
20
10 0 Worst imaginable health
Page 3 : Patient Perspective
Page 2 : Societal Perspective
MOBILITY I have no problems in walking about I have some problems in walking about I am confined to bed SELF-CARE I have no problems with self-care I have some problems washing or dressing myself I am unable to wash or dress myself USUAL ACTIVITIES (e.g. work, study, housework family or leisure activities) I have no problems with performing my usual activities I have some problems with performing my usual activities I am unable to perform my usual activities PAIN/DISCOMFORT I have no pain or discomfort I have moderate pain or discomfort I have extreme pain or discomfort ANXIETY/DEPRESSION I am not anxious or depressed I am moderately anxious or depressed I am extremely anxious or depressed MOBILITY I have no problems in walking about I have some problems in walking about I am confined to bed SELF-CARE I have no problems with self-care I have some problems washing or dressing myself I am unable to wash or dress myself USUAL ACTIVITIES (e.g. work, study, housework family or leisure activities) I have no problems with performing my usual activities I have some problems with performing my usual activities I am unable to perform my usual activities PAIN/DISCOMFORT I have no pain or discomfort I have moderate pain or discomfort I have extreme pain or discomfort ANXIETY/DEPRESSION I am not anxious or depressed I am moderately anxious or depressed I am extremely anxious or depressed
?
How are EQ-5D data presented ?
• As a profile
– based on reported level of problem on each dimension
EQ-5D
Part I
profile
Part II
self-rated health status
• As a health state • As a weighted index
– based on values of the general public
health state
weighted index
• As self-rated health status
Some examples
Frequency of reported problems
by age group in UK population
% of respondents reporting ANY problem
60% 50% 40% 30% 20% 10% 0% Mobility Self care Usual activity Pain / discomfort Anxiety / depression under 40 40 to 59 60 and over
Population “norms”
mean EQ-5Dindex
1
mean EQ-5Dindex
0.8 Men Women 0.6 <20 20 29 30 39 40 49 50 59 60 69 70 79 80 +
age group
Source : Health Survey for England, 1996
EQ-5Dindex
1
by age / smoking behaviour
mean EQ5Dindex
0.9 0.8 0.7 0.6 20 - 29 nonsmoker smoker
30 - 39
40 - 49
50 - 59 60 - 69 Age group
70 - 79
80 +
EQ-5D
1
for GP clinic attenders
0
3 or more visits
mean weighted index
0.9
0.8
0.7
0.6 under 20
20 - 29 30 - 39 40 - 49 50 - 59 60 - 69 70 - 79
80 +
Primary care clinic attendees
EQ-5D profile by diagnostic group
100
% of patients reporting ANYproblem
80 60 40 20 0
mobility
mental disorder circulatory musculoskeletal pregnancy all
self care
usual activity
pain / discomfort
anxiety / depression
mean change in EQ-5Dvas
6 4 2 0 -2 -4 -6 mean change from pre-op score -3.62 NHS - A private sector NHS - B 5.2 2.5
Choice of provider
Source : GP audit of patients referred for cataract surgery
Rheumatoid arthritis
Functional Class
• I .. complete functional capacity
– ability to carry out all normal activities
• II .. adequate for normal activities
– despite discomfort or limited motion at 1 or more joints
• III .. limited functional capacity
– only little or none of duties of normal occupation or selfcare
• IV .. incapacitated
– largely or wholly bed-ridden or confined to wheelchair; little or no selfcare
EQ-5Dindex by Functional Class
rheumatoid arthritis patients
1.0
Mean EQ-5D value
.8 .6 .4 .2 0.0
N= 59 59 63 63 58 58 49 49
Utility index Self-rated VAS 1 2 3 4
Functional Class
EQ-5D in treatment of HIV/AIDS
.86 .84
mean weighted index
.82 .80 .78 .76 .74 .72 .70
1 3 5 7 9 11
Treatment group
Ritonavir Usual therapy
VISIT
Where are we now ?
Science
• Likely to increase number of response levels from 3 to 5 • Investigating a “child-friendly” version of EQ-5D • Computer-based valuation and selfassessment methods • Electronic data capture – web based technologies
5-level or 3-level ?
• One suggested modification to existing 3-level descriptive system • Place unmarked level between existing levels
Where are we now ?
Application
• Nearly 100 language versions available • Worldwide take-up with many normative population studies • Widespread incorporation in clinical studies that involve economic evaluation • Major head:head study in US of the leading generic HrQoL measures
ends
Paul Kind : pk1@york.ac.uk
EuroQoL Group : http://www.euroqol.org