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DEVELOPMENT AND PRELIMINARY
 TESTING OF AN OFFICIAL FIVE-
   LEVEL VERSION OF EQ-5D

 Herdman M1, Gudex C2, Lloyd A3, Janssen B4,
    Kind P5, Parkin D6, Bonsel G7, Badia X8
  1
    Insight
    Insight Consulting & Research, Mataró, Spain. IMIM-Hospital del Mar, Barcelona, Spain
                                    Mataró        IMIM-
     2
       Odense University Hospital, Odense, Denmark. 3Oxford Outcomes Ltd, Oxford, UK.
  4
    EuroQol Group Executive Office, Rotterdam, The Netherlands. 5University of York, York,
   UK. 6NHS South East Coast, UK. 7Erasmus Medical Centre, Rotterdam, The Netherlands.
                               8
                                 IMS Health, Barcelona, Spain
Background

Mobility (MOB)
I have no problems in walking about
I have some problems in walking about
I am confined to bed
Self-care (SC)
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, etc) (UA)
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 (PD)
I have no pain or discomfort…
I have moderate pain / discomfort
I have extreme pain / discomfort
Anxiety / depression (AD)
I am not anxious or depressed
I am moderately anxious or depressed
I am extremely anxious or depressed
Background


EQ-5D robust, well-validated, but….
 – Substantial ceiling effects in some populations
 – (Perceived as) insensitive to small changes in
   health status or between-group differences,
   particularly in milder disease
EuroQol Group research programme to explore
issues in developing a new and improved EQ-5D
Literature and prior research suggest advantages
with a 5 level version of the EQ-5D (with the same
number of dimensions)
Objectives



To develop official 5 level versions of
EQ-5D for UK and Spain and test their
face and content validity
METHODS



Two-stage approach:
i) response scaling in UK and Spain to
select severity labels for 5L version
ii) focus groups to assess face and
content validity of new versions in each
country
METHODS, PHASE 1:
              LABEL SELECTION
Candidate labels for new severity levels selected from:
 – review of existing PRO instruments
 – literature
 – searches in dictionaries and thesauruses
 – informal questioning of lay people
Tested in face-to-face interviews in convenience samples of
lay people in Spain and UK
Label severity assessed using response scaling
≈ 40 respondents per country
METHODS, PHASE 1:
              LABEL SELECTION

Respondents asked to assign a numerical value (0 – 100) to
each candidate label, individually
40 cm vertical, hash-marked visual analogue scale (VAS)
used as a visual aid
Anchors = (No problems, no pain, no anx/dep) and (unable
to, worst pain or anx/dep I can imagine)
Labels then ranked by numerical value to confirm
respondent ratings
MOB, SC, UA always separated by PD or AD
METHODS, PHASE 1: LABEL
    SELECTION - ANALYSIS

Medians (IQRs) calculated for each
label
Labels selected according to:
– 25th, 50th and 75th centiles
– Consistency across dimensions
– Avoid possible translation problems
METHODS, PHASE 2: FACE
           AND CONTENT VALIDITY

TWO alternative 5L versions tested in focus groups to
assess face and content validity
FOUR hypothetical 5L generated health states also tested
for face validity, interpretability, plausibility
EIGHT focus groups each in UK and Spain: 4 with
‘healthy’ participants, 4 with patients (primarily asthma,
diabetes, arthritis)
Range of socio-demographic characteristics
Groups led by experienced moderator using structured
script
METHODS, PHASE 2: FACE
AND CONTENT VALIDITY
        Complete ALT 1 individually

           Complete EQ-5D VAS

Discussion on ALT 1: acceptability, ease of
     completion, overall impression

      Collect socio-demographic data

        Complete ALT 2 individually

Discussion on ALT 2: acceptability, ease of
     completion, overall impression

      Preferences for ALT 1 or ALT 2

 Discussion of hypothetical health states
     generated from ALT 1 and ALT 2
METHODS, PHASE 2: FACE AND
    CONTENT VALIDITY- ANALYSIS

Transcripts reviewed by two researchers in each
country
Thematic analysis of overall impression, preferences
between alternative 5 level versions, and health state
descriptions
Selection of final version based on comments
regarding acceptability, comprehension of alternative
versions and stated preferences
RESULTS: PHASE 1, SAMPLE
         CHARACTERISTICS

                                    UK       Spain
                                  (n=40)     (n=37)
Sex          Male                18 (45%)   16 (43%)
Age          <= 40               17 (43%)   19 (51%)
             > 40                15 (57%)   18 (49%)


Educational Low (no
                                 4 (10%)    7 (19%)
level       qualifications)
             Middle (left
                                 21 (53%)   8 (22%)
             school 16-18 yrs)
             High (university
                                 13 (33%)   22 (59%)
             or equivalent)
RESULTS: PHASE 1, LABEL RATINGS
                      (functional dimensions; median, IQR)

            Slight    Minor     A few     Some      Moderate    Many         A lot     Major     Severe     Very     Extreme
                                                    Moderados   Bastantes
             Leves    Menores   Algunos    unos                             Muchos     Mayores    Graves   severe    Extremos
                                          cuantos                                                            Muy
                                                                                                            graves

Mobility
UK           15        17        20        30         43          60          70        85         82        90        90
            (10-25)   (10-25)   (11-30)   (20-40)   (35-50)     (51-75)     (59- 80)   (80-90)   (76-90)   (85-95)   (90-95)

Spain        15        17        25        35         47          70          75        70         85        95        95
            (8-28)    (10-28)   (15-46)   (25-42)   (28-50)     (58-75)     (69-80)    (60-80)   (80-90)   (87-99)   (90-98)

Self-care
UK           15        20        20        30         45          65          70        80         85        95        90
            (10-29)   (10-29)   (15-30)   (20-39)   (40-50)     (60-79)     (60-75)    (75-90)   (80-90)   (90-97)   (90-95)

Spain        20        20        25        35         42          65          79        70         88        95        95
            (10-27)   (12-30)   (14-31)   (20-50)   (30-50)     (60-75)     (70-88)    (60-80)   (80-90)   (90-98)   (90-99)

Usual activity
UK           15        15        25        30         50          70          70        80         85        90        90
            (10-25)   (10-25)   (16-40)   (20-40)   (35-50)     (60-75)     (55-75)    (75-90)   (80-90)   (86-95)   (90-95)

Spain        15        15        20        30         40          69          70        75         85        90        95
            (9-25)    (9-22)    (10-30)   (20-45)   (30-50)     (47-75)     (60-85)    (65-80)   (80-92)   (88-98)   (90-99)
RESULTS: PHASE 1, LABEL RATINGS
                            (PD, AD; median, IQR)

Pain/discomfort
        A little    Slight        Mild           Some                  Moderate                 A lot     Severe        Very         Extreme
        (un poco)    (igero)      (Leve)             (algo de)             (moderado)           (mucho)    (fuerte)    severe         (extremo)
                                                                                                                      (muy fuerte)

UK        10          10           15                  20                     45                 70         80           90             90
        (10-20)      (10-20)     (10-25)         (10-30)                    (35-50)             (60-75)   (70-85)      (85-93)        (85-95)

Spain     18           --          18                  20                     45                 75         75           85             95
        (10-26)                  (10-26)         (10-30)                    (30-50)             (69-80)   (65-82)      (75-90)        (90-99)

Anxiety/depression
        A little    Slightly    Mildly     Some             Moderately                Quite       Very    Severely      Very         Extremely
        (un poco)    (ligera-   (leve-                      (moderadamente)        (Bastante)     (muy)    (severa)   severely        (extrema-
                                           -what
                     mente)     mente)                                                                                (muy severa)    damente)
                                            (algo)

UK        16          20         25         30                    40                    43         78       85           90             90
        (10-25)      (10-30)    (11-35)    (16-40)               (30-50)              (30-59)      (70-   (80-90)      (85-95)        (85-95)
                                                                                                    80)

Spain     20          15         15         20                    40                    65         75       85           85             95
        (10-30)      (10-25)    (10-25)    (10-38)               (30-50)              (50-70)      (70-   (78-90)      (75-90)        (90- 99)
                                                                                                    80)
RESULTS: PHASE 1, ALTERNATIVE
                    VERSIONS FOR FURTHER TESTING
        ALTERNATIVE A                          ALTERNATIVE B
Mobility (self-care, usual activities)   Mobility (self-care, usual activities)
I have no problems walking about         I have no problems walking about

I have slight problems walking about     I have minor problems walking about
I have moderate problems walking about   I have moderate problems walking about
I have severe problems walking about     I have major problems walking about
I am unable to walk about                I am unable to walk about

Pain / discomfort                        Pain / discomfort
I have no pain / discomfort              I have no pain / discomfort
I have slight pain /discomfort           I have mild pain /discomfort
I have moderate pain / discomfort        I have moderate pain / discomfort

I have severe pain / discomfort.         I have severe pain / discomfort
I have extreme pain / discomfort         I have extreme pain / discomfort
Anxiety / depression                     Anxiety / depression
I am not anxious or depressed            I am not anxious or depressed
I am slightly anxious or depressed       I am mildly anxious or depressed

I am moderately anxious or depressed     I am moderately anxious or depressed
I am severely anxious or depressed       I am severely anxious or depressed
I am extremely anxious or depressed      I am extremely anxious or depressed
RESULTS: PHASE 2
       SOCIODEMOGRAPHIC
       CHARACTERISTICS FOCUS GROUPS

                                        UK                     Spain
                            Healthy          Patients    Healthy   Patients
Sex                          N=15             N=15        N=18       N=19
          Women, N (%)       8 (53)          5 (33.3)    12 (66.6)   11 (57.8)
Age
     Years, mean (SD)         42.5             43.1        45.7        63.3
Educational level, N (%)
Further education after
         leaving school
                            14 (93.3)        19 (66.7)   6 (33.3)     4 (21)
Main activity, N (%)
               Employed     8 (53.3)         6 (40.0)    12 (66.6)   11 (57.8)
          Seeking work      3 (20.0)         4 (26.6)     3 (16.6)    1 (5.2)
                 Student    3 (20.0)         1 (6.7)          -           -
                  Retired   1 (6.7)          3 (20.0)     3 (16.6)    7 (36.8)
                 Missing    0 (0.0)          1 (6.7)          -           -
RESULTS: PHASE 2,
                   PARTICIPANT COMMENTS
Overall impression: Participants generally found both versions easy to
complete and acceptably phrased:
“They are very clear points, and there is no doubt that you go from less to
more”. “All different levels seem to be covered.”

“I found it hard to choose between ‘leve’ and ‘moderado’ to describe my
problems in the first 3 dimensions”.


Preferences for ALT 1, ALT 2: Participants in UK and Spain generally
preferred Alternative A (‘slight’, ‘severe’ over ‘minor’ ‘major’)
“I think ‘slight’ and ‘severe’ reflects better the way we talk about health problems.
People don’t really say ‘minor’ and ‘major’ in relation to health problems.”
RESULTS: PHASE 2,
                       PARTICIPANT COMMENTS

Health states: participants understood the hypothetical health states
without significant problems, but insisted that health states need to be
internally consistent, e.g.
• “I almost done away with ‘unable to do my usual activities’ because there’s
only mild pain, minor problems, not anxious, no problems, so basically I
chucked that one [unable to do my usual activities] out the way, forgot about
it”
RESULTS: FINAL VERSIONS
                           FOR FURTHER TESTING
Mobility (self-care / usual activities)   Movilidad (cuidado-personal / actividades
I have no problems walking about          habituales)
I have slight problems walking about      No tengo problemas para caminar
I have moderate problems walking about    Tengo problemas leves para caminar
I have severe problems walking about      Tengo problemas moderados para caminar
I am unable to walk about                 Tengo problemas graves para caminar
                                          No puedo caminar
Pain / discomfort
I have no pain / discomfort               Dolor / malestar
I have slight pain /discomfort            No tengo dolor ni malestar
I have moderate pain / discomfort         Tengo dolor o malestar leve
I have severe pain / discomfort           Tengo dolor o malestar moderado
I have extreme pain / discomfort          Tengo dolor o malestar fuerte
                                          Tengo dolor o malestar extremo
Anxiety / depression
I am not anxious or depressed             Ansiedad / depresión
I am slightly anxious or depressed        No estoy ansioso ni deprimido
I am moderately anxious or depressed      Estoy levemente ansioso o deprimido
I am severely anxious or depressed        Estoy moderadamente ansioso o deprimido
I am extremely anxious or depressed       Estoy muy ansioso o deprimido
                                          Estoy extremadamente ansioso o deprimido
CONCLUSIONS
• Official 5L version of EQ-5D now available (UK,
Spain + a further 29 language versions developed or
underway)
• Good face validity
• Health states generated by 5L version apparently
well understood, but care required to ensure internal
coherence
• High levels of education of respondents in some
exercises
• Convenience samples, so not generalizable
• Psychometric properties of new version need to be
tested (against the 3L version)
• Are ceiling effects and sensitivity improved?
• Need to develop value sets for new 5L versions
FUTURE RESEARCH


• Psychometric properties of new version need to be
tested (against the 3L version)

• Are ceiling effects and sensitivity improved?

• Need to develop value sets for new 5L versions
ACKNOWLEDGEMENTS



Research project funded by the EuroQol
Group Foundation

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Michael Herdman

  • 1. DEVELOPMENT AND PRELIMINARY TESTING OF AN OFFICIAL FIVE- LEVEL VERSION OF EQ-5D Herdman M1, Gudex C2, Lloyd A3, Janssen B4, Kind P5, Parkin D6, Bonsel G7, Badia X8 1 Insight Insight Consulting & Research, Mataró, Spain. IMIM-Hospital del Mar, Barcelona, Spain Mataró IMIM- 2 Odense University Hospital, Odense, Denmark. 3Oxford Outcomes Ltd, Oxford, UK. 4 EuroQol Group Executive Office, Rotterdam, The Netherlands. 5University of York, York, UK. 6NHS South East Coast, UK. 7Erasmus Medical Centre, Rotterdam, The Netherlands. 8 IMS Health, Barcelona, Spain
  • 2. Background Mobility (MOB) I have no problems in walking about I have some problems in walking about I am confined to bed Self-care (SC) 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, etc) (UA) 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 (PD) I have no pain or discomfort… I have moderate pain / discomfort I have extreme pain / discomfort Anxiety / depression (AD) I am not anxious or depressed I am moderately anxious or depressed I am extremely anxious or depressed
  • 3. Background EQ-5D robust, well-validated, but…. – Substantial ceiling effects in some populations – (Perceived as) insensitive to small changes in health status or between-group differences, particularly in milder disease EuroQol Group research programme to explore issues in developing a new and improved EQ-5D Literature and prior research suggest advantages with a 5 level version of the EQ-5D (with the same number of dimensions)
  • 4. Objectives To develop official 5 level versions of EQ-5D for UK and Spain and test their face and content validity
  • 5. METHODS Two-stage approach: i) response scaling in UK and Spain to select severity labels for 5L version ii) focus groups to assess face and content validity of new versions in each country
  • 6. METHODS, PHASE 1: LABEL SELECTION Candidate labels for new severity levels selected from: – review of existing PRO instruments – literature – searches in dictionaries and thesauruses – informal questioning of lay people Tested in face-to-face interviews in convenience samples of lay people in Spain and UK Label severity assessed using response scaling ≈ 40 respondents per country
  • 7. METHODS, PHASE 1: LABEL SELECTION Respondents asked to assign a numerical value (0 – 100) to each candidate label, individually 40 cm vertical, hash-marked visual analogue scale (VAS) used as a visual aid Anchors = (No problems, no pain, no anx/dep) and (unable to, worst pain or anx/dep I can imagine) Labels then ranked by numerical value to confirm respondent ratings MOB, SC, UA always separated by PD or AD
  • 8. METHODS, PHASE 1: LABEL SELECTION - ANALYSIS Medians (IQRs) calculated for each label Labels selected according to: – 25th, 50th and 75th centiles – Consistency across dimensions – Avoid possible translation problems
  • 9. METHODS, PHASE 2: FACE AND CONTENT VALIDITY TWO alternative 5L versions tested in focus groups to assess face and content validity FOUR hypothetical 5L generated health states also tested for face validity, interpretability, plausibility EIGHT focus groups each in UK and Spain: 4 with ‘healthy’ participants, 4 with patients (primarily asthma, diabetes, arthritis) Range of socio-demographic characteristics Groups led by experienced moderator using structured script
  • 10. METHODS, PHASE 2: FACE AND CONTENT VALIDITY Complete ALT 1 individually Complete EQ-5D VAS Discussion on ALT 1: acceptability, ease of completion, overall impression Collect socio-demographic data Complete ALT 2 individually Discussion on ALT 2: acceptability, ease of completion, overall impression Preferences for ALT 1 or ALT 2 Discussion of hypothetical health states generated from ALT 1 and ALT 2
  • 11. METHODS, PHASE 2: FACE AND CONTENT VALIDITY- ANALYSIS Transcripts reviewed by two researchers in each country Thematic analysis of overall impression, preferences between alternative 5 level versions, and health state descriptions Selection of final version based on comments regarding acceptability, comprehension of alternative versions and stated preferences
  • 12. RESULTS: PHASE 1, SAMPLE CHARACTERISTICS UK Spain (n=40) (n=37) Sex Male 18 (45%) 16 (43%) Age <= 40 17 (43%) 19 (51%) > 40 15 (57%) 18 (49%) Educational Low (no 4 (10%) 7 (19%) level qualifications) Middle (left 21 (53%) 8 (22%) school 16-18 yrs) High (university 13 (33%) 22 (59%) or equivalent)
  • 13. RESULTS: PHASE 1, LABEL RATINGS (functional dimensions; median, IQR) Slight Minor A few Some Moderate Many A lot Major Severe Very Extreme Moderados Bastantes Leves Menores Algunos unos Muchos Mayores Graves severe Extremos cuantos Muy graves Mobility UK 15 17 20 30 43 60 70 85 82 90 90 (10-25) (10-25) (11-30) (20-40) (35-50) (51-75) (59- 80) (80-90) (76-90) (85-95) (90-95) Spain 15 17 25 35 47 70 75 70 85 95 95 (8-28) (10-28) (15-46) (25-42) (28-50) (58-75) (69-80) (60-80) (80-90) (87-99) (90-98) Self-care UK 15 20 20 30 45 65 70 80 85 95 90 (10-29) (10-29) (15-30) (20-39) (40-50) (60-79) (60-75) (75-90) (80-90) (90-97) (90-95) Spain 20 20 25 35 42 65 79 70 88 95 95 (10-27) (12-30) (14-31) (20-50) (30-50) (60-75) (70-88) (60-80) (80-90) (90-98) (90-99) Usual activity UK 15 15 25 30 50 70 70 80 85 90 90 (10-25) (10-25) (16-40) (20-40) (35-50) (60-75) (55-75) (75-90) (80-90) (86-95) (90-95) Spain 15 15 20 30 40 69 70 75 85 90 95 (9-25) (9-22) (10-30) (20-45) (30-50) (47-75) (60-85) (65-80) (80-92) (88-98) (90-99)
  • 14. RESULTS: PHASE 1, LABEL RATINGS (PD, AD; median, IQR) Pain/discomfort A little Slight Mild Some Moderate A lot Severe Very Extreme (un poco) (igero) (Leve) (algo de) (moderado) (mucho) (fuerte) severe (extremo) (muy fuerte) UK 10 10 15 20 45 70 80 90 90 (10-20) (10-20) (10-25) (10-30) (35-50) (60-75) (70-85) (85-93) (85-95) Spain 18 -- 18 20 45 75 75 85 95 (10-26) (10-26) (10-30) (30-50) (69-80) (65-82) (75-90) (90-99) Anxiety/depression A little Slightly Mildly Some Moderately Quite Very Severely Very Extremely (un poco) (ligera- (leve- (moderadamente) (Bastante) (muy) (severa) severely (extrema- -what mente) mente) (muy severa) damente) (algo) UK 16 20 25 30 40 43 78 85 90 90 (10-25) (10-30) (11-35) (16-40) (30-50) (30-59) (70- (80-90) (85-95) (85-95) 80) Spain 20 15 15 20 40 65 75 85 85 95 (10-30) (10-25) (10-25) (10-38) (30-50) (50-70) (70- (78-90) (75-90) (90- 99) 80)
  • 15. RESULTS: PHASE 1, ALTERNATIVE VERSIONS FOR FURTHER TESTING ALTERNATIVE A ALTERNATIVE B Mobility (self-care, usual activities) Mobility (self-care, usual activities) I have no problems walking about I have no problems walking about I have slight problems walking about I have minor problems walking about I have moderate problems walking about I have moderate problems walking about I have severe problems walking about I have major problems walking about I am unable to walk about I am unable to walk about Pain / discomfort Pain / discomfort I have no pain / discomfort I have no pain / discomfort I have slight pain /discomfort I have mild pain /discomfort I have moderate pain / discomfort I have moderate pain / discomfort I have severe pain / discomfort. I have severe pain / discomfort I have extreme pain / discomfort I have extreme pain / discomfort Anxiety / depression Anxiety / depression I am not anxious or depressed I am not anxious or depressed I am slightly anxious or depressed I am mildly anxious or depressed I am moderately anxious or depressed I am moderately anxious or depressed I am severely anxious or depressed I am severely anxious or depressed I am extremely anxious or depressed I am extremely anxious or depressed
  • 16. RESULTS: PHASE 2 SOCIODEMOGRAPHIC CHARACTERISTICS FOCUS GROUPS UK Spain Healthy Patients Healthy Patients Sex N=15 N=15 N=18 N=19 Women, N (%) 8 (53) 5 (33.3) 12 (66.6) 11 (57.8) Age Years, mean (SD) 42.5 43.1 45.7 63.3 Educational level, N (%) Further education after leaving school 14 (93.3) 19 (66.7) 6 (33.3) 4 (21) Main activity, N (%) Employed 8 (53.3) 6 (40.0) 12 (66.6) 11 (57.8) Seeking work 3 (20.0) 4 (26.6) 3 (16.6) 1 (5.2) Student 3 (20.0) 1 (6.7) - - Retired 1 (6.7) 3 (20.0) 3 (16.6) 7 (36.8) Missing 0 (0.0) 1 (6.7) - -
  • 17. RESULTS: PHASE 2, PARTICIPANT COMMENTS Overall impression: Participants generally found both versions easy to complete and acceptably phrased: “They are very clear points, and there is no doubt that you go from less to more”. “All different levels seem to be covered.” “I found it hard to choose between ‘leve’ and ‘moderado’ to describe my problems in the first 3 dimensions”. Preferences for ALT 1, ALT 2: Participants in UK and Spain generally preferred Alternative A (‘slight’, ‘severe’ over ‘minor’ ‘major’) “I think ‘slight’ and ‘severe’ reflects better the way we talk about health problems. People don’t really say ‘minor’ and ‘major’ in relation to health problems.”
  • 18. RESULTS: PHASE 2, PARTICIPANT COMMENTS Health states: participants understood the hypothetical health states without significant problems, but insisted that health states need to be internally consistent, e.g. • “I almost done away with ‘unable to do my usual activities’ because there’s only mild pain, minor problems, not anxious, no problems, so basically I chucked that one [unable to do my usual activities] out the way, forgot about it”
  • 19. RESULTS: FINAL VERSIONS FOR FURTHER TESTING Mobility (self-care / usual activities) Movilidad (cuidado-personal / actividades I have no problems walking about habituales) I have slight problems walking about No tengo problemas para caminar I have moderate problems walking about Tengo problemas leves para caminar I have severe problems walking about Tengo problemas moderados para caminar I am unable to walk about Tengo problemas graves para caminar No puedo caminar Pain / discomfort I have no pain / discomfort Dolor / malestar I have slight pain /discomfort No tengo dolor ni malestar I have moderate pain / discomfort Tengo dolor o malestar leve I have severe pain / discomfort Tengo dolor o malestar moderado I have extreme pain / discomfort Tengo dolor o malestar fuerte Tengo dolor o malestar extremo Anxiety / depression I am not anxious or depressed Ansiedad / depresión I am slightly anxious or depressed No estoy ansioso ni deprimido I am moderately anxious or depressed Estoy levemente ansioso o deprimido I am severely anxious or depressed Estoy moderadamente ansioso o deprimido I am extremely anxious or depressed Estoy muy ansioso o deprimido Estoy extremadamente ansioso o deprimido
  • 20. CONCLUSIONS • Official 5L version of EQ-5D now available (UK, Spain + a further 29 language versions developed or underway) • Good face validity • Health states generated by 5L version apparently well understood, but care required to ensure internal coherence • High levels of education of respondents in some exercises • Convenience samples, so not generalizable • Psychometric properties of new version need to be tested (against the 3L version) • Are ceiling effects and sensitivity improved? • Need to develop value sets for new 5L versions
  • 21. FUTURE RESEARCH • Psychometric properties of new version need to be tested (against the 3L version) • Are ceiling effects and sensitivity improved? • Need to develop value sets for new 5L versions
  • 22. ACKNOWLEDGEMENTS Research project funded by the EuroQol Group Foundation