Do English and Chinese EQ-5D versions demonstrate measurement equivalence? an exploratory study
© Luo et al; licensee BioMed Central Ltd. 2003
Received: 11 March 2003
Accepted: 17 April 2003
Published: 17 April 2003
Although multiple language versions of health-related quality of life instruments are often used interchangeably in clinical research, the measurement equivalence of these versions (especially using alphabet vs pictogram-based languages) has rarely been assessed. We therefore investigated the measurement equivalence of English and Chinese versions of the EQ-5D, a widely used utility-based outcome instrument.
In a cross-sectional study, either EQ-5D version was administered to consecutive outpatients with rheumatic diseases. Measurement equivalence of EQ-5D item responses and utility and visual analog scale (EQ-VAS) scores between these versions was assessed using multiple regression models (with and without adjusting for potential confounding variables), by comparing the 95% confidence interval (95%CI) of score differences between these versions with pre-defined equivalence margins. An equivalence margin defined a magnitude of score differences (10% and 5% of entire score ranges for item responses and utility/EQ-VAS scores, respectively) which was felt to be clinically unimportant.
Sixty-six subjects completed the English and 48 subjects the Chinese EQ-5D. The 95%CI of the score differences between these versions overlapped with but did not fall completely within pre-defined equivalence margins for 4 EQ-5D items, utility and EQ-VAS scores. For example, the 95%CI of the adjusted score difference between these EQ-5D versions was -0.14 to +0.03 points for utility scores and -11.6 to +3.3 points for EQ-VAS scores (equivalence margins of -0.05 to +0.05 and -5.0 to +5.0 respectively).
These data provide promising evidence for the measurement equivalence of English and Chinese EQ-5D versions.
With health-related quality of life (HRQoL) being increasingly used as an endpoint in multi-national clinical trials, it is often necessary to use two or more language versions of a HRQoL instrument in any given study. In such studies, it would be ideal to pool data from each language version of a HRQoL instrument for statistical analysis to increase the statistical power and representativeness of such research . In order to do so, these different language versions should measure the same construct (i.e. dimensions of HRQoL) with the same metric; in other words, language versions of a HRQoL instrument should demonstrate measurement equivalence. According to Drasgow and Kanfer , different language versions of a HRQoL instrument would demonstrate measurement equivalence if they yielded similar scores at item and scale levels for respondents with identical levels of HRQoL.
Measurement equivalence, also referred to metric equivalence , differs from conceptual equivalence and psychometric equivalence. Conceptual equivalence refers to similarity in meaning of items across language versions of an instrument , and aims to ensure that different language versions measure the same construct. Psychometric equivalence refers to similarity in psychometric properties such as floor and ceiling effects, reliability and construct validity . Conceptual equivalence and psychometric equivalence are prerequisites for measurement equivalence but do not necessarily ensure measurement equivalence. To date, few studies have investigated measurement equivalence for different language versions of HRQoL instruments .
Measurement equivalence of language versions of an instrument is of particular concern in several situations, which are addressed in this study. First, measurement imprecision is more likely to arise in brief instruments. The EQ-5D self-report questionnaire  exemplifies this, as information for each of its 5 dimensions is derived from only one item. Second, versions of an instrument in languages which differ in semantic structure may also be more prone to imprecision. For example, score differences are more likely to arise in comparing scores of English and Chinese versions of an instrument (which are alphabet and pictogram-based respectively) than in comparing scores from 2 alphabet-based versions.
The purpose of this study was therefore to evaluate the measurement equivalence of English and Chinese versions of the EQ-5D , a brief utility-based HRQoL instrument which is widely used in multi-national clinical trials . The English and Chinese EQ-5D versions used in this study were adapted for use in Singapore using the EuroQol Group's cultural adaptation guidelines , thus facilitating conceptual equivalence, and (at the time this manuscript was published) are regarded as 'best available' language versions by the EuroQol Group's Translation Committee . These EQ-5D versions have demonstrated similar psychometric properties [10, 11], suggesting psychometric equivalence. Thus, in the current study, we aimed to evaluate the measurement equivalence of these versions by studying if differences in item responses and scale scores between these versions exceeded pre-defined values (corresponding to the minimal clinically important difference) in patients with rheumatic diseases.
A consecutive sample of outpatients with rheumatic diseases seen at a tertiary referral hospital within a 2-week period were interviewed by trained nurse interviewers using an identical English or Chinese questionnaire containing the Singaporean English or Chinese EQ-5D, a 10 cm pain visual analog scale (VAS), and assessing psychosocial, socio-demographic and other variables. Written consent was obtained from each subject for this IRB-approved study. Inclusion criteria were physician diagnosis of a rheumatic disease and ability to cooperate with the interview. This research was part of a larger study of English and Chinese EQ-5D versions in subjects with rheumatic diseases [10, 11].
The EQ-5D consists of a health descriptive system and a visual analog scale (EQ-VAS) for respondents to self-classify and rate their health on the day of administration of the instrument [6, 7]. The descriptive system has 5 items/dimensions (i.e., mobility, self-care, usual activities, pain/discomfort and anxiety/depression), and for each item, there are three response levels (i.e., no problems, moderate problems and extreme problems). The items can be used individually or in combination (as a health profile) as descriptive measures in clinical studies. Theoretically, the design of the descriptive system identifies as many as 243 unique health states, although a small number of these health states are not plausible in reality . Scoring methods have been developed to assign each of these health states a utility score in which 1 represents full health (no problems with all 5 items) and 0 represents being dead [12, 13]. EQ-5D utility scores can be used to calculate quality-adjusted life-years (QALYs) for cost-utility analysis of health interventions [14, 15]. The EQ-VAS is a vertical, graduated (0–100 points) 20 cm 'thermometer', with 100 at the top representing 'best imaginable health state' and 0 at the bottom representing 'worst imaginable health state'. The EQ-VAS score can be used as a measure of clinical outcome, using individual respondents' own judgment .
Singaporean English and Chinese EQ-5D versions were derived by adapting the UK English  and the Taiwan Chinese versions respectively, using the EuroQol Group's guidelines for cultural adaptation of the EQ-5D . The resulting Singaporean English EQ-5D is identical to its source UK English version except that the word 'box' in the instructions for the EQ-VAS was replaced with 'BLACK BOX' . We found this amendment improved respondents' compliance with EQ-VAS instructions to link the box representing 'your own health state today' to the scale. Changing the word 'box' to 'BLACK BOX' was also adopted for the Singaporean Chinese EQ-5D .
We defined equivalence margins for responses to items, utility and EQ-VAS scores after calculating utility scores using the algorithm developed by Dolan . Ideally, each equivalence margin should be based on the minimal clinically important difference (MCID)  for that score. However, as these have not been specified in the EQ-5D literature, we defined equivalence margins based on the best available data (see below). Score differences were assessed using logistic regression models for responses to EQ-5D items and linear regression models for EQ-5D utility and EQ-VAS scores, with or without adjustment for influence of other variables which might influence HRQoL (e.g. age, gender, socio-economic status). It was important to adjust for the influence of these variables when assessing influence of language, as observed differences in EQ-5D scores might be caused by these determinants rather than by questionnaire language.
Characteristics of subjects completing the English or Chinese EQ-5D
n (%) unless stated
English (n = 66)
Chinese (n = 48)
Mean ± SD (median) age
44.3 ± 17.2 (43.0)
56.7 ± 12.4 (57.0)
Employed/full time student
Six or less years of education
Acute medical condition present†‡
Chronic medical condition present§
Mean ± SD (median) 10 cm pain VAS score‡
3.3 ± 2.7 (2.6)
4.7 ± 2.2 (4.6)
Tender points present
Systemic Lupus Erythematosus
Response to EQ-5D items
Score differences in EQ-5D utility and EQ-VAS scores were examined using separate linear regression models, with and without adjustment for variables potentially influencing HRQoL (listed above). The 95%CI of the regression coefficient of language version was compared with pre-defined equivalence margins to determine measurement equivalence. We reviewed the literature but found no reports regarding the MCID of EQ-5D utility or EQ-VAS scores; however, we found that differences in mean EQ-5D utility and EQ-VAS scores in individuals differing in health status were seldom less than 5% of their entire score ranges (i.e., 0.05 points for utility scores and 5.0 points for EQ-VAS scores) [23–25, 30–33]. We therefore defined equivalence as a difference of less than 5% of the respective score ranges, that is, (-0.05, +0.05) for utility and (-5.0, +5.0) for EQ-VAS scores.
The mean (SD) age of the 114 interviewed subjects was 49.4 (16.5) years, with 81.6% (n = 93) being female and 57.9% (n = 66) completing the English EQ-5D. English EQ-5D respondents were younger (44.3 vs. 56.7 years, p < 0.001) and more likely to be male (27.3% vs. 6.2%, p < 0.01), employed (57.5% vs. 27.1%, p = 0.01), better educated (6 or less years of education: 12.1% vs. 64.6%, p < 0.001) and reported less pain (mean pain VAS score: 3.3 vs. 4.7, p < 0.01) than Chinese-speaking respondents. Other characteristics of the two groups of subjects are summarized in Table 1.
Comparison of responses to EQ-5D items
Logistic regression: the influence of language version on EQ-5D item responses
Unadjusted influence of language version
Adjusted influence of language version*
Odds ratio (95%CI)
Corresponding proportion interval
Odds ratio (95%CI)
Corresponding proportion interval
1.60 (0.62, 4.12)
(-17.0% to +9.8%)
2.09 (0.60, 7.30)
(-20.0% to +10.5%)
2.75 (0.93, 8.13)
(-20.4% to +1.4%)
4.16 (1.01, 17.09)
(-22.4% to -0.2%)
1.10 (0.45, 2.70)
(-20.9% to +10.4%)
1.21 (0.38, 3.87)
(-29.9% to +11.9%)
1.08 (0.50, 2.33)
(-17.6% to +17.1%)
0.97 (0.34, 2.77)
(-20.4% to +26.3%)
Comparison of EQ-5D utility and EQ-VAS scores
Linear regression: the influence of language version on EQ-5D utility and visual analog scale scores
Unadjusted effect size (95%CI)
Adjusted effect size (95%CI)*
EQ-5D utility score
0.01 (-0.07, 0.09)
-0.05 (-0.14, 0.03)
2.7 (-3.5, 8.8)
-4.1 (-11.6, 3.3)
Many HRQoL instruments have been developed in one language for use in one country, then translated and culturally adapted for use in other countries. This approach has been adopted by the International Quality of Life Assessment Project (IQOLA)  and the European Organisation for Research and Treatment of Cancer (EORTC) Quality of Life Study Group . In addition to conceptual and psychometric equivalence, measurement/metric equivalence of different language versions of a HRQoL instrument developed using this approach also needs to be assessed as a necessary prelude to pooling data from these versions into a single analytical framework in clinical trials.
In this study, we investigated the measurement equivalence of Singaporean English and Chinese versions of EQ-5D by applying methodology used to assess therapeutic equivalence of medical interventions in clinical trials. This involved comparing the 95%CI of the score differences between these language versions against a corresponding pre-defined equivalence margin (which corresponded to a magnitude of score differences which were felt to be clinically unimportant). The 95%CI of differences in EQ-5D item responses and utility and VAS scores between these versions, with or without adjustment for confounding variables, partially overlapped with their respective pre-defined equivalence margins. Our data thus provide promising evidence for the equivalence of Singaporean English and Chinese EQ-5D versions, and justify a larger study to conclusively address this issue, possibly matching respondents by health status and socio-demographic characteristics to reduce the potential confounding effects of these factors. Our study is one of few investigations into the measurement equivalence of different language versions of EQ-5D using outcome scores of the EQ-5D. Such studies are meaningful and useful for the various language versions of both the EQ-5D and other HRQoL scales. In a previous study, using item-response theory (IRT) , investigators confirmed the cross-cultural comparability of EQ-5D items across 10 different European language versions in outpatients with schizophrenia . These results, though encouraging, cannot be generalized to other language versions of EQ-5D or to subjects without schizophrenia.
Defining an equivalence margin for different language versions of a HRQoL instrument involves specifying the magnitude of difference in scores between versions that is clinically unimportant (i.e. that would not adversely influence the results of research which pooled data from these versions ). Theoretically, the equivalence margin should be no larger than the minimal clinically important difference (MCID) of the scales in that instrument. However, to the best of our knowledge, the MCID for the EQ-5D has not been established. The equivalence margins used in this study were therefore estimated from the best available literature, and need to be confirmed in studies specifically assessing the MCID for EQ-5D item responses and utility and EQ-VAS scores.
We recognize several limitations of this study. First, the sample size was relatively small, because data from a validation study were used. In general, studies to assess equivalence need larger sample size . Second, studying subjects attending a rheumatology clinic in a tertiary-care hospital limited the generalizability of our results. However, the results of this exploratory study are encouraging and do justify a larger study to further address the important issue of measurement equivalence for this widely used instrument.
In conclusion, the results of this exploratory study suggest that Singaporean English and Chinese EQ-5D versions may demonstrate measurement equivalence. This study provides justification for further research to investigate the measurement equivalence of these and other EQ-5D language versions, so that results from these versions in clinical trials may be pooled for analysis, thus increasing the representativeness and power of such studies.
We would like to thank staff nurses from the Nanyang Polytechnic Advanced Diploma in Nursing Course for their help in interviewing subjects.
- Thumboo J, Fong KY, Chan SP, Machin D, Feng PH, Thio ST, Boey ML: The equivalence of English and Chinese SF-36 versions in bilingual Singapore Chinese. Qual Life Res 2002, 11: 495–503. 10.1023/A:1015680029998PubMedView ArticleGoogle Scholar
- Drasgow F, Kanfer R: Equivalence of psychological measurement in heterogeneous populations. J Appl Psychol 1985, 70: 662–680. 10.1037//0021-9010.70.4.662PubMedView ArticleGoogle Scholar
- Anderson RT, Aaronson NK, Leplege AP, Wilkin D: International use and application of generic health-related quality of life instruments. In: Quality of life and Pharmacoeconomics in Clinical Trials Second Edition (Edited by: Spilker B). Philadelphia, Lippincott-Raven 1996, 613–632.Google Scholar
- Lohr K, Skillman S, with 1999 Health Outcomes Methodology Symposium: Glossary for health outcomes methodology. Med Care 2000,38(suppl):II7–13.Google Scholar
- Anderson RT, Aaronson NK, Bullinger M, McBee WL: A review of the progress towards developing health-related quality-of-life instruments for international clinical studies and outcomes research. Pharmacoeconomics 1996, 10: 336–355.PubMedView ArticleGoogle Scholar
- Brooks R, with the EuroQol Group: EuroQol: the current state of play. Health Policy 1996, 37: 53–72. 10.1016/0168-8510(96)00822-6PubMedView ArticleGoogle Scholar
- Rabin R, de Charro F: EQ-5D: a measure of health status from the EuroQol Group. Ann Med 2001, 33: 337–343.PubMedView ArticleGoogle Scholar
- The EuroQol Group: Draft guidelines for cultural adaptations of EQ-5D. Rotterdam 2000.Google Scholar
- EQ-5D available language versions [http://www.euroqol.org/translations/translations_available2.htm]
- Luo N, Chew LH, Fong KY, Koh DR, Ng SC, Yoon KH, Vasoo S, Li SC, Thumboo J: Validity and reliability of the EQ-5D self-reported questionnaire in English-speaking Asian patients with rheumatic diseases in Singapore. Qual Life Res 2003, 12: 87–92. 10.1023/A:1022063721237PubMedView ArticleGoogle Scholar
- Luo N, Chew LH, Fong KY, Koh DR, Ng SC, Yoon KH, Vasoo S, Li SC, Thumboo J: Validity and reliability of the EQ-5D self-reported questionnaire in English-speaking patients with rheumatic diseases in Singapore. Ann Acad Med Singapore, in press.Google Scholar
- Dolan P: Modelling valuations for EuroQol health states. Med Care 1997, 35: 1095–1108. 10.1097/00005650-199711000-00002PubMedView ArticleGoogle Scholar
- Dolan P, Roberts J: Modelling valuations for Eq-5d health states: an alternative model using differences in valuations. Med Care 2002, 40: 442–446. 10.1097/00005650-200205000-00009PubMedView ArticleGoogle Scholar
- Gold MR, Patrick DL, Torrance GW, Fryback DG, Hadorn DC, Kamlet MS, Daniels N, Weinstein MC: Identifying and valuing outcomes. In: Cost-Effectiveness in Health and Medicine (Edited by: Gold MR, Siegel JE, Russell LB, Weinstein MC). 1996, 82–134.Google Scholar
- Drummond MF, O'Brien BJ, Stoddart GL, Torrance GW: Cost-utility analysis. In: Methods for the Economic Evaluation of Health Care Programmes Second Edition Oxford, Oxford University Press 1997, 139–199.Google Scholar
- Kind P, Hardman G, Macran S: UK population norms for EQ-5D. York Centre for Health Economics Discussion Paper 1999, 172.Google Scholar
- Jones B, Jarvis P, Lewis JA, Ebbutt AF: Trials to assess equivalence: the importance of rigorous methods. BMJ 1996, 313: 36–39.PubMed CentralPubMedView ArticleGoogle Scholar
- Chadwick D: Monotherapy comparative trials: equivalence and differences in clinical trials. Epilepsy Res 2001, 45: 101–103. 10.1016/S0920-1211(01)00228-5PubMedView ArticleGoogle Scholar
- Jaeschke R, Singer J, Guyatt GH: Measurement of health status. Ascertaining the minimal clinically important difference. Control Clin Trials 1989, 10: 407–415. 10.1016/0197-2456(89)90005-6PubMedView ArticleGoogle Scholar
- Brazier J, Jones N, Kind P: Testing the validity of the Euroqol and comparing it with the SF-36 health survey questionnaire. Qual Life Res 1993, 2: 169–180.PubMedView ArticleGoogle Scholar
- Kind P, Dolan P, Gudex C, Williams A: Variations in population health status: results from a United Kingdom national questionnaire survey. BMJ 1998, 316: 736–741.PubMed CentralPubMedView ArticleGoogle Scholar
- Johnson JA, Coons SJ: Comparison of the EQ-5D and SF-12 in an adult US sample. Qual Life Res 1998, 7: 155–166. 10.1023/A:1008809610703PubMedView ArticleGoogle Scholar
- Badia X, Schiaffino A, Alonso J, Herdman M: Using the EuroQol 5-D in the Catalan general population: feasibility and construct validity. Qual Life Res 1998, 7: 311–322.PubMedView ArticleGoogle Scholar
- Burstrom K, Johannesson M, Diderichsen F: Swedish population health-related quality of life results using the EQ-5D. Qual Life Res 2001, 10: 621–635. 10.1023/A:1013171831202PubMedView ArticleGoogle Scholar
- Hurst NP, Kind P, Ruta D, Hunter M, Stubbings A: Measuring health-related quality of life in rheumatoid arthritis: validity, responsiveness and reliability of EuroQol (EQ-5D). Br J Rheumatol 1997, 36: 551–559. 10.1093/rheumatology/36.5.551PubMedView ArticleGoogle Scholar
- Wolfe F, Hawley DJ: Measurement of the quality of life in rheumatic disorders using the EuroQol. Br J Rheumatol 1997, 36: 786–793. 10.1093/rheumatology/36.7.786PubMedView ArticleGoogle Scholar
- Zar JH: Simple linear regression. In: Biostatistical Analysis Fourth Edition New Jersey, Prentice-Hall 1999, 324–359.Google Scholar
- Rohmel J: Therapeutic equivalence investigations: statistical considerations. Stat Med 1998, 17: 1703–1714. 10.1002/(SICI)1097-0258(19980815/30)17:15/16<1703::AID-SIM972>3.3.CO;2-7PubMedView ArticleGoogle Scholar
- Bland JM, Altman DG: Statistics notes. The odds ratio. BMJ 2000, 320: 1468. 10.1136/bmj.320.7247.1468PubMed CentralPubMedView ArticleGoogle Scholar
- Statistics Canada: A head-to-head comparison of two generic health status measures in the household population: McMaster Health Utilities Index (Mark 3) and the EQ-5D (internal documents). Ottawa 2000.Google Scholar
- Hawthorne G, Richardson J, Day NA: A comparison of the Assessment of Quality of Life (AQoL) with four other generic utility instruments. Ann Med 2001, 33: 358–370.PubMedView ArticleGoogle Scholar
- Brazier JE, Harper R, Munro J, Walters SJ, Snaith ML: Generic and condition-specific outcome measures for people with osteoarthritis of the knee. Rheumatology (Oxford) 1999, 38: 870–877. 10.1093/rheumatology/38.9.870View ArticleGoogle Scholar
- Wu AW, Jacobson KL, Frick KD, Clark R, Revicki DA, Freedberg KA, Scott-Lennox J, Feinberg J: Validity and responsiveness of the Euroqol as a measure of health-related quality of life in people enrolled in an AIDS clinical trial. Qual Life Res 2002, 11: 273–282. 10.1023/A:1015240103565PubMedView ArticleGoogle Scholar
- Aaronson NK, Acquadro C, Alonso J, Apolone G, Bucquet D, Bullinger M, Bungay K, Fukuhara S, Gandek B, Keller S, et al.: International Quality of Life Assessment (IQOLA) Project. Qual Life Res 1992, 1: 349–351.PubMedView ArticleGoogle Scholar
- Aaronson NK, Ahmedzai S, Bergman B, Bullinger M, Cull A, Duez NJ, Filiberti A, Flechtner H, Fleishman SB, de Haes JC, et al.: The European Organization for Research and Treatment of Cancer QLQ-C30: a quality-of-life instrument for use in international clinical trials in oncology. J Natl Cancer Inst 1993, 85: 365–376. 10.1093/jnci/85.5.365PubMedView ArticleGoogle Scholar
- Hays RD, Morales LS, Reise SP: Item response theory and health outcomes measurement in the 21st century. Med Care 2000,38(Suppl 9):II28–42.PubMed CentralPubMedGoogle Scholar
- Prieto L, Hormaechea JA, Sacristan JA, Novick D, Edgell ET, Alonso J: Rasch model analysis to test the cross-cultural validity of the EuroQol-5D (EQ-5D) in the schizophrenia outpatient health outcomes (SOHO) study [abstract]. Qual Life Res 2002, 11: 658.Google Scholar
This article is published under license to BioMed Central Ltd. This is an Open Access article: verbatim copying and redistribution of this article are permitted in all media for any purpose, provided this notice is preserved along with the article's original URL.