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Psychometric evaluation of the Sinhalese version of MacNew Heart Disease Health Related Quality of Life Questionnaire in patients with stable angina
Health and Quality of Life Outcomes volume 14, Article number: 44 (2016)
A Sinhalese version of a validated, disease-specific patient-reported heart disease health related quality of life instrument is lacking. The purpose of this study was to validate the interviewer-administered Sinhalese version of the MacNew Heart Disease Health-related Quality of Life Questionnaire (MacNew) in patients with clinically diagnosed stable angina.
The Sinhalese translation of the MacNew was carried using standard forward- backward translation technique. In this validation study, the MacNew was administered to 200 patients with stable angina. Reliability was assessed by internal consistency and test-retest reliability. Construct validity was explored by exploratory factor analysis using principal component analysis and confirmed by confirmatory factor analysis using the robust maximum likelihood method and known group comparison. The correlation between compatible domain scores of MacNew and the World Health Organization’s quality of life –brief questionnaire was used to assess concurrent validity.
The original 3-factor model (Physical, Emotional and Social) of the MacNew with cross-loadings was confirmed: principal component analysis with 53.42 % of the explained variance and confirmatory factor analysis with adequate fit for each of the three model fit criteria considered [root mean square error of approximation = 0.044 (90 % CI = 0.031 to 0.056); comparative fit index = 0.99; χ2/df = 1.39]. Internal consistency of the MacNew was acceptable with Cronbach's α of 0.92 on the Global scale and on the domain scales ranging from 0.85–0.91. Test-retest reliability was also found to be satisfactory with intraclass correlation coefficients of >0.9 for total and domain scores. A satisfactory level of concurrent validity was demonstrated with statistically significant correlations between compatible domain scores of MacNew and the World Health Organization’s quality of life questionnaire (Pearson correlation ranging from 0.36−0.79).
The interviewer–administered Sinhalese MacNew is a valid and reliable patient-reported outcome measure to assess disease specific health-related quality of life among Sinhalese patients with stable angina.
Clinicians and policy makers increasingly recognize the importance of measuring health-related quality of life (HRQL) to inform patient management and policy decisions and it has become an important outcome measure in the evaluation of health interventions in chronic diseases including cardiology [1, 2]. Two basic approaches to HRQL measurement are available: generic instruments that are applicable across a wide range of populations and specific instruments that focus on problems associated with single disease states, patient groups, or areas of function [3, 4].
The MacNew HRQL questionnaire (MacNew) is one of the more widely used coronary artery disease (CAD) -specific HRQL questionnaires . The MacNew is a self-administered modification  of the original interviewer-administered Quality of Life after Myocardial Infarction questionnaire  and has since been translated into over 40 languages and psychometrically validated in 22 languages in patients with myocardial infarction, angina and ischaemic heart failure . The MacNew consists of 27 questions with a Global HRQL score and HRQL scores in three domains, emotional, physical, and social, using a 7-point Likert scale with higher scores indicating better HRQL . Construct validity of the 3-factor structure of the MacNew has been substantially confirmed in studies using factor analysis and structural equation modelling [8–12].
Although tools to assess disease-specific HRQL among patients with CAD have been developed, validated and extensively utilized internationally [5, 13], Sri Lanka lacks a validated language-specific tool to assess disease-specific HRQL among patients with CAD. The present study was carried out to assess the construct validity of the interviewer-administered Sinhalese version of the MacNew HRQL instrument among patients being managed for stable CAD.
Participants and procedure
This validation study was conducted in the outpatient clinics of the premier public sector cardiology unit in Sri Lanka that were visited by the principal investigator daily to identify potential study participants. Patients with clinically diagnosed stable angina who were being or had been managed surgically (patients 4–8 weeks prior to and 12–16 weeks following coronary revascularization) or who were being managed medically were recruited for the study. Stable angina was defined as chest pain or discomfort that typically occurs with same amount of activity or emotional stress and is improved or relieved by rest and/or nitroglycerin . The diagnosis of angina was made on the basis of angina symptoms and a positive stress test. The exclusion criteria included critically ill patients, patients with communication barriers (e.g., hearing/speech problems or those who cannot communicate in Sinhala) and patients with any other major illness/condition such as malignancy, residual effects of a cerebrovascular accident, limb amputation, severe obstructive airway disease, psychotic illnesses, alcoholic liver disease which can also affect HRQL.
Sampling was done using quota sampling method with special attention to ensure sufficient variability in clinical and socio-demographic characteristics. The sample size was based on recommendations by Tabachnick and Fidell  for confirmatory factor analysis (CFA) where 200 is considered adequate for small to medium sized models and we included equal proportions of patients from the following categories: medically managed, pre-coronary revascularization, and post-coronary revascularization. Consecutive recruitment was carried until the required sample size from each group was reached. The stability of the questionnaire was assessed by test-retest reliability where MacNew was re-administered to a sub-sample of 20 medically managed patients two weeks after baseline. The Ethical Review Committee of the Faculty of Medical Sciences at the University of Sri Jayawardhenepura, Sri Lanka approved the study and informed written consent was obtained prior to data collection. Trained interviewers administered the data collection instruments once informed written consent was obtained.
Three interviewer administered questionnaires (IAQ) were used for data collection during this study;
IAQ- I: Questionnaire on Basic socio-demographic and clinical characteristics
IAQ- II: MacNew HRQL questionnaire (MacNew)
IAQ- III: World Health Organization’s quality of life—brief questionnaire (WHOQOL-BREF)
The variables included under IAQ- I were age, sex, main treatment modality, type of revascularization (PTCA/CABG), surgical status (pre-op/post-op) and grading of angina. Angina grading was done according to the Canadian cardiovascular society grading (CCS grading).
The Sinhalese translation of the MacNew was carried out according to standard forward- and backward-translation process [16, 17]. Two independent bilingual translators (one health professional, one lay person) performed the forward translation. Two different independent bilingual translators (one health professional, one lay person) translated back to English. The back-translated versions were compared with the original English version by the original authors of the MacNew to verify whether the original meaning of the items had been retained. This iterative process was continued until consensus was achieved for each item and answering option with adequate semantic comparability of the translated Sinhalese version to the original English MacNew. The study instrument was then pre-tested and used as an interviewer-administered questionnaire. The original 27-item MacNew yields three domain scores and a Global score and scoring was done according to guidelines of the MacNew collaboration .
The validated Sinhalese version of WHOQOL-BREF was used to assess concurrent validity of the Sinhalese MacNew.
Clinical and socio-demographic characteristics of the participants are described as categorical variables.
Construct validity was assessed by factor analysis (FA) and known group comparison. Suitability of data for FA was assessed  and found to be satisfactory. Factor analysis was conducted in two steps: exploratory factor analysis (EFA) by using principle component analysis (PCA) with oblimin rotation to identify the underlying factor structure and confirmatory factor analysis (CFA) to confirm the identified factor structure. Confirmatory factor analysis was performed using LISREL 8.8 using the robust maximum likelihood (RML) considering the non-normality of data distribution . The present study used χ2/df, root mean square error of approximation (RMSEA) and comparative fit index (CFI) to evaluate model fit. A model is considered good if following criteria are met: χ2/df < 2 , RMSEA <0.05 and CFI >0.95 . Using known groups comparison, the median Global MacNew scores of a subsample of patients with a) less severe angina (CCS grade < II) versus more severe angina (CCS grade ≥ II) and b) pre- versus post- revascularization were compared using Mann-Whitney U test.
Concurrent validity was assessed by calculating Pearson correlation (r) between compatible domain scores of MacNew and WHOQOL-BREF. Results were interpreted as follows: small r = 0.10–0.29, medium r = 0.30–0.49 or large r = 0.50–1.0 .
Reliability was assessed for the Global and each domain using Cronbach's α for internal consistency and intraclass correlation coefficient (ICC) for test-retest reliability. Cronbach’s α >0.70 and ICC >0.9 were considered as satisfactory .
SPSS version 19.0 was used in the data analysis and the level of statistical significance was considered as p < 0.05.
The study sample consisted of 200 patients with stable angina; selected socio-demographic and clinical characteristics are given in Table 1. There were more surgically managed (67.0 %) than medically managed patients (33.0 %); angina was present in 56.0 % of the patients with the majority in CCS Grade I and II (76.0 %). Using quota sampling equal proportions of males (50 %, n = 100) and females (50 %, n = 100) were recruited ensuring an adequate representation of females. The mean age of the study participants was 57.7 years (SD, 8.7) with a range from 38 to 75 years.
MacNew HRQL scores
All patients completed the questionnaire with no missing items. The mean Sinhalese Global MacNew score was 5.0 (SD, 0.93) with a mean of 5.2 (SD, 1.04) on the Emotional domain, 4.9 (SD, 1.02) on the Physical domain, and 4.8 (SD, 1.00) on the Social domain. The Global and each domain score showed a negatively skewed distribution (Table 2).
Exploratory Factor Analysis
Using PCA, the unrotated solution with six components exceeding an eigen value of 1 explained 65.2 % of total variation. Direct oblimin rotation was used on the results of the 6-factor solution considering the medium size correlation (0.4) between Component 1 and 3. A decision was taken to retain the first three components or domains as the majority of the items loaded strongly (>0.4), explaining 51.0 % of the total variance which was consistent with the original factor structure of the Sinhalese MacNew. The pattern matrix revealed two items, #17 (Sports/exercise limited) and #27 (Sexual activities), with low communality values (<0.3) which did not load on any of the components indicating their lack of alignment with the 3-factor model. Item #27 was eliminated for socio-cultural reasons but item #17 was retained to facilitate international comparisons.
Using oblimin rotation, PCA of the 26 items with the three forced factors increased the total variance explained from 50.9 to 53.4 % with a more interpretable factor structure (Table 3) as follows:
All Emotional domain items loaded at >0.4 on Component 1 and was confirmed as the Emotional domain with items #12 (Social activities) and #23 (Burden on others) having cross-loadings similar to the original validation study . Component 2 with items #9 (Shortness of breath), #14 (Chest pain), #16 (Aching legs), #17 (Sports/exercise limited) and #19 (Dizzy or light-headed) which concentrate on physical symptoms were confirmed as the Physical domain. Social interaction items, #12 (Social activities), #13 (Others have less confidence in you), #22 (Overprotective family), #24 (Excluded), #25 (Unable to socialize) and #26 (Physically restricted) loaded on Component 3 which was confirmed as the Social domain.
Analysis of the Structure matrix revealed good discrimination between the components (Table 3), i.e., the lowest factor loading of an item within its own domain is higher than the highest factor loading of a cross-loading item from a different domain. This was true for all the Emotional, Physical, and Social domain items.
Following PCA, the MacNew consisted of a 3-domain structure with 26 items and items were allocated to the domain with the highest loading (Table 4). Based on the above structure, two models were identified for CFA.
Confirmatory factor analysis
The two models of the Sinhalese MacNew identified for CFA are detailed below.
The first model for CFA of the MacNew, Model 1, consisted of the 26 items with the following item allocations for the three domains without cross-loadings.
|Emotional domain:||Items # 1, 2, 3, 4, 5, 6, 7, 8, 10, 13, 15, 18, 20, 21|
|Physical domain:||Items # 9, 11, 14, 16, 17, 19, 23|
|Social domain:||Items # 12, 22, 24, 25, 26|
A second model for CFA of the MacNew, Model 2, also consisted of the 26 items and was developed taking into consideration the cross-loadings allowed in the original validation of the MacNew . Cross-loading (>0.4) similar to those in the original validation study was seen in three items (items # 10, 13 and 26) in the present validation study (Pattern matrix in Table 3). These three items (given in bold) were allocated to more than one domain resulting in the following item allocation:
|Emotional domain:||Items # 1, 2, 3, 4, 5, 6, 7, 8, 10, 13, 15, 18, 20, 21|
|Physical domain:||Items # 9, 10, 11, 14, 16, 17, 19, 23, 26|
|Social domain:||Items # 12, 13, 22, 24, 25, 26|
The best fitting model was selected by performing CFA using RML estimation as recommended in LISREL 8.8 guidelines  for non-normal data.
Model fit statistics
Model fit was evaluated based on χ2/df < 2, RMSEA <0.05 and CFI >0.95. Neither of the models showed an adequate fit. In Model 1, the CFI showed a fit value above the standard 0.95. However, the other indicators were below the acceptable range of model fit. Therefore, it was decided to modify both models by adding error co-variances and cross-loadings, taking into consideration the conceptual validity of the model fit improvement suggestions made by LISREL.
Model fit statistics after modifications
The best fitting model (modified Model 1) consisted of following item allocation (cross-loaded items are given in bold):
Modified Model 1, with the four cross-loading items, showed the best fit (Table 5). In this model, all three model fit criteria considered in the study showed adequate fit [χ2/df = 1.39 (χ2 = 289.8; df = 209); RMSEA = 0.044 (90 % CI = 0.031 to 0.056); CFI = 0.99)]. Modified Model 1 was significantly different from Model 2 (p < .001, χ2diff = 30.03, dfdiff = 1).
The factor loadings in CFA indicate how strongly each item is predicted by the underlying latent factors and the standardized parameter estimates of the final modified 3-factor model of the 26-item MacNew are shown in Fig. 1. All the factor loadings of this model are statistically significant at p < 0.05.
Known group comparison
As an additional approach to establishing construct validity, we compared median Sinhalese MacNew HRQL scores in the sub-groups of patients with selected clinical characteristics, CCS grade and revascularization as an additional method of assessing construct validity using the Mann-Whitney U test (Table 6). Patients with CCS grade I had a significantly lower HRQL (Md = 5.35, n = 138) than patients with a CCS grade ≥ II (Md = 5.17, n = 62). Post-revascularization HRQL was significantly higher (Md = 5.11, n = 67) than pre-vascularization HRQL (Md = 4.78, n = 67).
Pearson correlations (r) between compatible domain scores of Sinhalese MacNew and WHOQOL-BREF were statistically significant with highest correlation observed in the Emotional domain (r = 0.79) followed by Physical (r = 0.73) and Social (r = 0.36) domains.
Reliability of The MacNew
Internal consistency of the Sinhalese MacNew was assessed separately for the Global and each domain scales with Cronbach’s α of 0.92 for the Global scale and 0.91 for the Emotional, 0.85 for the Physical and 0.86 for the Social domains (Table 7).
Test-retest reliability of the MacNew was also found be satisfactory with global and all three domain scores having high correlations (ICC > 0.99) (Table 7).
Sri Lanka lacks a language specific validated tool to assess disease-specific HRQL among Sinhalese patients with CAD. The MacNew HRQL questionnaire was therefore translated into Sinhalese and was tested for reliability and validity in 200 patients with stable angina. The original 3-factor model (Physical, Emotional and Social) of the self-administered MacNew with cross-loadings was confirmed with the interviewer-administered Sinhalese MacNew with adequate fit for each of the three model fit criteria considered [RMSEA = 0.044 (90 % CI = 0.031 to 0.056); CFI = 0.99; χ2/df = 1.39]. Internal consistency of the Sinhalese MacNew was acceptable with Cronbach's α of 0.92 on the Global score and domain scores ranging from 0.85–0.91. Test-retest reliability was also found to be satisfactory with an ICC of >0.9 for the total and each domain. The interviewer-administered Sinhalese MacNew is a reliable and valid patient-reported outcome measure that can be recommended for assessing disease specific HRQL among Sinhalese patients with stable CAD.
However, since most items loaded strongly onto the first three of six components with EFA using PCA as the extraction method, a forced 3-factor, direct oblimin rotation was applied to the results of the 6-factor solution. As the original MacNew analyses used varimax rotation [6, 22], this may explain the observations in the present study where direct oblimin rotation was used. With PCA, the majority of items in the present forced 3-factor model loaded strongly on only one component, or domain, making the identification of three components straightforward. Since all items, except for item 27 (Sexual activities) which was deleted for cultural reasons, loaded on factors in a similar way to the original scoring , but with less cross-loading, the three components, Emotional, Physical and Social, were consistent with the original 3-domain MacNew, resulting in the 26-item Sinhalese version of the MacNew.
Two items in the MacNew failed to load >0.4 on any of the components (item #17, Sports/exercise limited and item #27, Sexual activities) and both had low communalities. This may be explained by the socio-cultural context of the study population. During administration of the questionnaire, it was evident that respondents gave an answer to item #17 which they considered as suitable even though their disease did not affect their sports/exercise activities as these activities were not considered as part of their daily routine. Although it was felt that this item failed to tap the impact of CAD on HRQL in the Sri Lankan cultural context, a decision was taken to retain item #17 to facilitate international comparisons. With regards to item #27 on “Sexual activities”, it was apparent that respondents were reluctant to genuinely answer the question and that social desirability bias may have played a role in the answers given by the Sri Lankan patients. Since this item had also been omitted from the original and Farsi validation studies [22, 23], a decision was taken to proceed with analysis without item #27 for cultural reasons. However, this problem might not have arisen if the MacNew had been self-administered as originally intended. In other language validation studies MacNew was used as a “self-administered” questionnaire. With the lack of reading comprehension in a large number of the study participants and in the nation, the current study used MacNew as an “interviewer-administered” questionnaire. The effects of questionnaire administration mode on final outcome of HRQL studies is inconclusive: some studies have documented evidence for higher mean values in the interviewer-administered mode compared to self-administered while others have concluded that the mode of administration has no effect on the final outcome .
The decision to include all items with a factor weight of >0.40 in the original factor analysis  lead to cross-loading of items. Of the 26 items, all but four (items #11, #20, #21 and #23) loaded consistently with the item allocation of the original domain scoring system of the MacNew . Content analysis revealed that the Physical domain on to which items #11 (More dependent) and #23 (Burden on others) had loaded could be justified considering the fact of being more dependent due to impaired physical fitness and therefore feeling like a burden on others. However, items #20 (Restricted or limited) and #21 (Unsure about exercise) loading on the Emotional domain rather than on the Physical domain could not be readily explained through the concepts of HRQL. Item #20 cross-loaded at 0.458 onto the Physical domain as in the original factor structure . This may well be due to the ambiguous wording of this item: “In general, during the last 2 weeks how much have you been restricted or limited as a result of your heart problem?” Only item #21 loaded on to the Emotional component without cross-loading on to either the Physical or Social domains to which it was originally assigned. The Sinhalese version of the MacNew obviously taps more into the emotional concept of this item, addressing more the feeling of being insecure, than the actual performance of physical exercise. However, a decision was taken to retain item #21 to facilitate international comparisons.
Since some researchers have questioned the validity of including all items with a factor weight of >0.40 [25, 26], item allocation for the Sinhalese MacNew was initially done according to the highest factor weight resulting in a structure without cross-loadings (Model 1). This model (Model 1) explained 53.42 % of the total variance and was then subjected to CFA using MRL estimation compared with another 26-item 3-factor model (Model 2) similar to it except for allowing three cross-loadings. Model 1, with the addition of four cross-loadings as suggested by LISREL demonstrated the best fit of these data. Since the χ2 value can be affected by a large sample size, its validity in assessing model fit has been questioned  and the ratio between the χ2 value and the degrees of freedom (df) has been recommended as a better indicator of model fit than the χ2 value alone . The χ2/df ratio should be <2 in order to claim adequate fit and, in Model 1, the ratio was 1.39 indicating adequate fit. Although contrasting findings have been reported, for example in the English MacNew  and the German MacNew , the CFA in the current study suggested a 3-factor model for the MacNew. The interviewer-administered Sinhalese 3-factor MacNew is consistent with the original 3-factor structure of the self-administered MacNew  that has been substantially confirmed in each of the independently generated study reports in languages as diverse as Norwegian , Dutch , Chinese , Spanish  and Hungarian .
Comparison of the median MacNew scores on selected clinical characteristics was performed as an additional method of assessing construct validity. As expected, higher Global HRQL scores were observed in patients with less severe angina (CCS grade I) as opposed to more severe angina (CCS grade ≥ II) and patients in the post-operative period as opposed to pre-operative period. Comparison of MacNew HRQL scores in clinically different groups has yielded results similar to those observed in present study [6, 22, 30, 31].
Concurrent validity of the Sinhalese MacNew was also found to be satisfactory with statistically significant Pearson correlation values ranging from 0.36–0.79. The value for the Social domain is lowest at r = 0.36 which could be due to the fact that the social items of the WHOQOL-BREF do not match the content of the social items of the MacNew.
In international studies, the reliability of the self-administered MacNew is high with Cronbach's α internal consistency values for the three domains reported to range from 0.82 to 0.97 and ICC values ranging from 0.73–0.95 [6, 8–11, 23, 25–28, 30]. In the present study, the Sinhalese interviewer-administered MacNew demonstrated similar results with both Cronbach's α of 0.92 for Global and 0.91, 0.85 and 0.86 for Emotional, Physical and Social domains respectively and an ICC of >0.99 indicating a satisfactory level of test-retest reliability.
The main limitation of this study is the fact that the Sinhalese MacNew was interviewer-administered and not self-administered. Although there are legitimate reasons for this as a large proportion of both the study and national populations lack reading comprehension, this raises the problem of comparing the present results with other published data where the MacNew was self-administered. However, the reliability and validity results with interviewer administration are largely consistent with the results of the self-administered studies. A second limitation is the lack of results for formal content validity index indicating the content validity of the translated tool. However, this has been addressed by the iterative standard forward- and backward- translation process, which was carried out until all conceptual and cultural translational issues had been resolved with the aid of the translators and authors of the original version. The absence of MacNew responsiveness data is another limitation but, now that the reliability and validity of the Sinhalese MacNew has been established, this can be remedied by focusing on responsiveness as an outcome in future studies conducted in Sri Lanka.
The psychometric analyses of the Sinhalese MacNew demonstrate good construct validity and reliability in stable angina patients in Sri Lanka. The observations in the present study confirm the multidimensionality of the 26-item interviewer-administered MacNew with 3 domains comparable to the original English version and numerous other language versions. The psychometric analyses of the Sinhalese MacNew demonstrate good construct validity and reliability. The interviewer-administered disease-specific Sinhalese MacNew is a valid and reliable patient-reported outcome measure and can be recommended for assessing HRQL in stable angina patients in Sri Lanka.
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We would like to thank Dr. Ruwan Ekanayake, Senior Consultant Cardiologist at the National hospital of Sri Lanka for his valuable contributions at the design phase of the study and the staff of the cardiology unit for their co-operation. Most importantly, we acknowledge study participants for willingly participating in the study.
SH and NBO are co-developers of the MacNew questionnaire while the remaining authors declare that they have no competing interests.
KLMDS conceived of the study and participated in its design, collected data, performed the statistical analysis and drafted the manuscript. DBDLS participated in the design of the study, helped in the statistical analysis and manuscript writing. PF participated in the design of the study, and participated in its design and supervised the study. GNLG participated in the study design and supervision. SH made substantial contributions to the analysis and interpretation of data and involved in revising the manuscript critically for important intellectual content. NBO made substantial contributions to the interpretation of data and was involved in revising the manuscript critically for important intellectual content. All authors read and approved the final manuscript. KLMDS, NBO and SH are accountable for all aspects of the work ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved.
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Seneviwickrama, K.L.M.D., Samaranayake, D.B.D.L., Fonseka, P. et al. Psychometric evaluation of the Sinhalese version of MacNew Heart Disease Health Related Quality of Life Questionnaire in patients with stable angina. Health Qual Life Outcomes 14, 44 (2016). https://0-doi-org.brum.beds.ac.uk/10.1186/s12955-016-0448-0
- Factor analysis
- Health-related quality of life
- Stable angina