| Literature DB >> 32862518 |
Weiting Huang1, Tiew-Hwa Katherine Teng1,2,3,4, Wan Ting Tay1, Arthur Mark Richards5,6, Umesh Kadam7, Claire A Lawson7, Wataru Shimizu8, Seet Yoong Loh9, Inder Anand10, Carolyn Su Ping Lam1,2,11.
Abstract
AIMS: The Kansas City Cardiomyopathy Questionnaire (KCCQ) is a widely used patient-reported outcome measure in heart failure (HF). The KCCQ was validated in patients with HF with reduced ejection fraction (HFrEF), leaving knowledge gaps regarding its applicability in HF with preserved ejection fraction (HFpEF). This study addresses the psychometric properties of internal consistency and reliability, construct, and known-group validity of KCCQ in both HFrEF and HFpEF. We aimed to evaluate the psychometric properties of the KCCQ and their prognostic significance in HFpEF and HFrEF, within a large prospective multinational HF cohort. METHODS ANDEntities:
Keywords: Heart failure; Kansas City Cardiomyopathy Questionnaire; Patient-reported outcomes; Psychometric properties; Quality of life
Mesh:
Year: 2020 PMID: 32862518 PMCID: PMC7524068 DOI: 10.1002/ehf2.12950
Source DB: PubMed Journal: ESC Heart Fail ISSN: 2055-5822
Statistical approach for validation of KCCQ
| Property assessed | Component assessed | Reference measure | Statistical test |
|---|---|---|---|
| Internal consistency/reliability | Individual questions contributing to KCCQ domains (physical function, total symptoms, self‐efficacy and knowledge, and quality of life) | — | Cronbach's alpha |
| Construct validity | KCCQ domains (physical function, total symptoms, self‐efficacy and knowledge, social limitation, and quality of life) | Visual analogue scale and NYHA class | Correlation |
| Known‐group validity | KCCQ domains (physical function, total symptoms, self‐efficacy and knowledge, social limitation, and quality of life) | NYHA class, heart failure admissions, and mortality |
|
| Confirmatory factor analysis | Factors analysed with individual questions in KCCQ | — | Principal component factor analysis with oblique rotation and structural equation modelling |
KCCQ, Kansas City Cardiomyopathy Questionnaire; NYHA, New York Heart Association.
Baseline characteristics of patients
| Demographics | All ( | HFrEF ( | HFpEF ( |
|
|---|---|---|---|---|
| Asian region | ||||
| East Asia | 2130 (39.5%) | 1600 (35.8%) | 530 (57.2%) | Ref |
| South Asia | 1511 (28.0%) | 1300 (29.1%) | 211 (22.7%) | <0.001 |
| Southeast Asia | 1756 (32.5%) | 1570 (32.1%) | 186 (20.1%) | <0.001 |
| Age | 62.1 (53.1–70.8) | 60.5 (52.0–69.0) | 69.3 (60.0–77.6) | <0.001 |
| Ethnicity | ||||
| Chinese | 1646 (30.5%) | 1201 (26.9%) | 445 (48.0%) | Ref |
| Indian | 1689 (31.3%) | 1444 (32.3%) | 245 (26.4%) | <0.001 |
| Malay | 757 (14.0%) | 677 (15.2%) | 80 (8.6%) | <0.001 |
| Japanese/Korean | 948 (17.6%) | 801 (17.9%) | 147 (15.8%) | <0.001 |
| Other | 354 (6.6%) | 344 (7.7%) | 10 (1.1%) | <0.001 |
| Male | 3924 (72.7%) | 3453 (77.2%) | 471 (50.8%) | <0.001 |
| Body mass index | ||||
| <18.5 | 311 (6.24%) | 290 (6.8%) | 21 (3.0%) | Ref |
| 18.5–22.9 | 1533 (30.7%) | 1371 (32.0%) | 162 (23.0%) | 0.042 |
| 23–27.4 | 1885 (37.8%) | 1638 (38.2%) | 247 (35.1%) | 0.002 |
| 27.5 and up | 1258 (25.2%) | 984 (22.9%) | 284 (38.9%) | <0.001 |
| Weight | 65.0 (57.0–75.0) | 65.0 (57.0–70) | 67.2 (58–77.8) | 0.006 |
| NYHA class | ||||
| I | 577 (11.8%) | 465 (11.3%) | 112 (14.9%) | Ref |
| II | 2593 (53.2%) | 2154 (52.2%) | 439 (58.5%) | 0.155 |
| III | 1407 (28.9%) | 1231 (29.8%) | 176 (23.5%) | <0.001 |
| IV | 298 (6.1%) | 275 (6.7%) | 23 (3.1%) | <0.001 |
| Ejection fraction (%) | 30 (24.0–37.0) | 28.0 (22.0–33.8) | 60.0 (55.0–56.6) | <0.001 |
| Atrial fibrillation | 1055 (19.6%) | 797 (17.9%) | 258 (27.8%) | <0.001 |
| Implantable cardiac defibrillator device therapy | 732 (13.6%) | 656 (14.7%) | 76 (8.2%) | <0.001 |
| Hospitalization for HF in last 6 months | 2011 (62.7%) | 1734 (62.2%) | 277 (65.9%) | 0.231 |
| Hypertension | 2855 (53.0%) | 2221 (49.8%) | 634 (68.5%) | <0.001 |
| Diabetes mellitus | 2098 (39.0%) | 1700 (38.1%) | 398 (43.0%) | 0.005 |
| Prior stroke | 326 (6.1%) | 258 (5.8%) | 68 (7.3%) | 0.070 |
| Peripheral arterial disease | 153 (2.8%) | 135 (3.0%) | 18 (1.9%) | 0.071 |
| Chronic obstructive lung disease | 458 (8.5%) | 371 (8.3%) | 87 (9.4%) | 0.283 |
| Coronary artery disease | 2464 (45.8%) | 2189 (49.1%) | 275 (29.7%) | <0.001 |
| Depression | 65 (1.2%) | 48 (1.1%) | 17 (1.8%) | 0.054 |
| Dementia | 39 (0.7%) | 28 (0.6%) | 11 (1.2%) | 0.067 |
| Peptic ulcer disease | 186 (3.4%) | 130 (2.9%) | 56 (6.0%) | <0.001 |
| Moderate to severe liver disease | 159 (2.9%) | 142 (3.2%) | 17 (1.8%) | 0.028 |
| Cancer | 190 (3.5%) | 140 (3.1%) | 50 (5.4%) | 0.001 |
| History of smoking | 2178 (40.5%) | 1969 (44.1%) | 209 (22.6%) | <0.001 |
| History of alcohol overuse | 1402 (26.0%) | 1259 (28.2%) | 143 (15.5%) | <0.001 |
| Beta‐blocker therapy | 3489 (74.5%) | 3044 (76.2%) | 445 (64.2%) | <0.001 |
| Angiotensin‐converting enzyme inhibitor/angiotensin II receptor blocker therapy | 3419 (73.0%) | 2984 (74.7%) | 435 (62.7%) | <0.001 |
| Mineralocorticoid receptor antagonist therapy | 2521 (53.8%) | 2356 (59.0%) | 165 (23.8%) | <0.001 |
| Digoxin therapy | 1211 (25.8%) | 1151 (28.8%) | 60 (8.6%) | <0.001 |
| Heart failure hospitalization | 658 (13.7%) | 605 (15.2%) | 53 (6.2%) | <0.001 |
| Death | 886 (18.4%) | 819 (20.6%) | 67 (7.9%) | <0.001 |
| Composite outcome of heart failure hospitalizations and/or death | 1350 (28.0%) | 1241 (31.2%) | 109 (12.9%) | <0.001 |
HF, heart failure; HFpEF, heart failure with preserved ejection fraction; HFrEF, heart failure with reduced ejection fraction; NYHA, New York Heart Association.
Summary of KCCQ scores and Cronbach's alpha
| Domains/summary scores | Heart failure with reduced ejection fraction | Heart failure with preserved ejection fraction | ||||||
|---|---|---|---|---|---|---|---|---|
| Median [IQR] | Item‐to‐test correlation | Item‐to‐rest correlation | Cronbach's alpha | Median [IQR] | Item‐to‐test correlation | Item‐to‐rest correlation | Cronbach's alpha | |
| Physical function |
71 [50–90] | 0.856 | 0.804 | 0.904 |
80 [58–95] | 0.890 | 0.849 | 0.918 |
| Total symptoms |
75 [52–91] | 0.831 | 0.771 | 0.907 |
80 [58–94] | 0.816 | 0.754 | 0.925 |
| Self‐efficacy |
75 [50–85] | 0.334 | 0.175 | 0.954 |
75 [50–87] | 0.411 | 0.269 | 0.959 |
| Social limitation |
67 [33 91] | 0.871 | 0.808 | 0.905 |
83 [58–100] | 0.886 | 0.832 | 0.920 |
| Quality of life (QoL) |
58 [33–75] | 0.779 | 0.705 | 0.912 |
67 [50–83] | 0.802 | 0.737 | 0.926 |
| Functional status |
72 [53–88] | 0.926 | 0.917 | 0.896 |
67 [46–83] | 0.954 | 0.939 | 0.912 |
| Clinical summary |
67 [46–83] | 0.983 | 0.977 | 0.891 |
72 [56–85] | 0.985 | 0.980 | 0.909 |
| Physical independence |
77 [56–91] | 0.938 | 0.905 | 0.899 |
76 [62–89] | 0.921 | 0.895 | 0.916 |
| Overall | 0.920 | 0.933 | ||||||
IQR, inter‐quartile range; KCCQ, Kansas City Cardiomyopathy Questionnaire.
An increase in Cronbach's alpha, compared with overall, suggests decreased reliability for that domain; that is, reliability of the scale increases when the domain is removed.
New summary score.
Known‐group validity correlation with visual analogue scale and NYHA class
| Correlation of individual domains and NYHA class | Correlation of individual domains and visual analogue scale | |||
|---|---|---|---|---|
| Patients with HFrEF | Patients with HFpEF | Patients with HFrEF | Patients with HFpEF | |
| Physical function | −0.39 | −0.40 | 0.34 | 0.39 |
| Total symptoms | −0.43 | −0.44 | 0.25 | 0.33 |
| Quality of life | −0.34 | −0.34 | 0.37 | 0.40 |
| Social limitation | −0.39 | −0.40 | 0.36 | 0.41 |
| Self‐efficacy | −0.08 | −0.23 | 0.14 | 0.17 |
| Functional status score | −0.46 | −0.46 | 0.38 | 0.39 |
| Clinical summary score | −0.46 | −0.47 | 0.42 | 0.44 |
| New physical independence score | −0.43 | −0.45 | 0.38 | 0.41 |
HFpEF, heart failure with preserved ejection fraction; HFrEF, heart failure with reduced ejection fraction; IQR, inter‐quartile range; NYHA, New York Heart Association.
Figure 1(A) Kaplan–Meier curve of heart failure (HF) patients stratified by Kansas City Cardiomyopathy Questionnaire (KCCQ) clinical summary scores at baseline, adjusted for age, gender, HF medications, and defibrillator therapy. (B) Kaplan–Meier curve of HF patients stratified by KCCQ clinical summary scores at baseline, adjusted for age, gender, HF medications, and defibrillator therapy.
Figure 2(A) Confirmatory factor analysis and sequential equation modelling of Kansas City Cardiomyopathy Questionnaire (KCCQ) questions in heart failure with reduced ejection fraction. The values show the strength of association between question to domain and between the different domains. The thickness of the arrows represents the strength of association between the various domains. (B) Confirmatory factor analysis and sequential equation modelling of KCCQ questions in heart failure with preserved ejection fraction. The values show the strength of association between question to domain and between the different domains. The thickness of the arrows represents the strength of association between the various domains. BADL, basic activities of daily living; IADL, instrumental activities of daily living; QOL, quality of life.
KCCQ questions, all domains, summary scores, and new proposed summary scores for HFrEF and HFpEF
| Unadjusted | Adjusted | |||||
|---|---|---|---|---|---|---|
| HFrEF | HFpEF |
| HFrEF | HFpEF |
| |
| Basic activities of daily living | ||||||
| Dressing yourself | 75.8 ± 15.7 | 76.3 ± 15.4 | 0.363 | 76.1 ± 0.1 | 76.8 ± 0.2 | 0.074 |
| Showering/having a bath | 73.7 ± 18.7 | 75.5 ± 16.4 | <0.001 | 73.3 ± 0.1 | 76.3 ± 0.3 | 0.008 |
| Walking 100 yards on level ground | 64.8 ± 21.7 | 68.8 ± 20.1 | <0.001 | 65.2 ± 0.1 | 68.4 ± 0.3 | 0.123 |
| Independence and social interaction | ||||||
| Doing gardening/housework | 62.0 ± 24.6 | 67.9 ± 23.1 | <0.001 | 61.3 ± 0.1 | 65.3 ± 0.3 | 0.011 |
| Climb a flight of stairs without stopping | 55.1 ± 25.6 | 62.1 ± 26.0 | <0.001 | 54.2 ± 0.1 | 60.3 ± 0.4 | <0.001 |
| Hurrying or jogging (as if to catch a bus) | 52.5 ± 30.6 | 66.7 ± 33.0 | <0.001 | 51.0 ± 0.1 | 62.9 ± 0.3 | <0.001 |
| Hobbies, recreational activities | 60.5 ± 25.2 | 70.3 ± 22.9 | <0.001 | 58.8 ± 0.1 | 67.1 ± 0.3 | <0.001 |
| Working or doing household chores | 60.1 ± 25.3 | 71.0 ± 23.9 | <0.001 | 58.5 ± 0.1 | 67.0 ± 0.4 | <0.001 |
| Visiting family or friends out of your home | 61.9 ± 24.8 | 71.6 ± 23.1 | <0.001 | 60.5 ± 0.1 | 68.4 ± 0.4 | <0.001 |
| Intimate relationships with loved ones | 71.0 ± 29.0 | 84.6 ± 21.6 | <0.001 | 69.5 ± 0.1 | 83.3 ± 0.3 | <0.001 |
| Symptom/quality of life | ||||||
| Symptom stability | 50.4 ± 17.5 | 48.8 ± 17.6 | 0.012 | 51.0 ± 0.1 | 50.6 ± 0.2 | 0.515 |
| Leg swelling frequency | 52.2 ± 17.4 | 49.2 ± 18.7 | <0.001 | 52.6 ± 0.1 | 48.5 ± 0.4 | <0.001 |
| Leg swelling bothering | 62.3 ± 19.1 | 61.7 ± 19.8 | 0.350 | 62.7 ± 0.1 | 60.2 ± 0.4 | 0.003 |
| Fatigue limitation | 57.3 ± 26.3 | 62.5 ± 25.5 | <0.001 | 57.0 ± 0.1 | 60.2 ± 0.4 | 0.042 |
| Fatigue bothering | 48.2 ± 20.0 | 54.7 ± 18.3 | <0.001 | 48.2 ± 0.1 | 51.9 ± 0.3 | 0.005 |
| Shortness of breath limitation | 60.5 ± 25.6 | 64.1 ± 24.7 | <0.001 | 59.9 ± 0.2 | 61.1 ± 0.4 | 0.376 |
| Shortness of breath bothering | 49.3 ± 20.9 | 54.7 ± 18.7 | <0.001 | 49.2 ± 0.1 | 51.4 ± 0.4 | 0.931 |
| Sleep upright/3 pillows | 49.4 ± 18.6 | 52.9 ± 16.3 | <0.001 | 49.8 ± 0.1 | 52.3 ± 0.3 | 0.820 |
| Heart failure limit enjoyment | 55.8 ± 22.7 | 63.3 ± 20.4 | <0.001 | 55.6 ± 0.1 | 60.5 ± 0.4 | 0.003 |
| Feeling about current heart failure state | 46.6 ± 20.9 | 55.1 ± 19.5 | <0.001 | 46.4 ± 0.1 | 52.2 ± 0.2 | <0.001 |
| Discouraged or depressed by heart failure | 62.2 ± 20.2 | 67.5 ± 19.0 | <0.001 | 62.3 ± 0.1 | 67.7 ± 0.2 | <0.001 |
| Original KCCQ domain and summary scores | ||||||
| Physical function | 67.2 ± 25.8 | 73.5 ± 25.0 | <0.001 | 68.3 ± 0.2 | 73.6 ± 0.4 | 0.004 |
| Total symptoms score | 69.6 ± 25.5 | 73.9 ± 24.2 | <0.001 | 70.3 ± 0.2 | 72.6 ± 0.6 | 0.758 |
| Self‐efficacy | 64.8 ± 27.2 | 67.8 ± 24.8 | 0.003 | 65.5 ± 0.1 | 67.6 ± 0.2 | 0.001 |
| Social limitation | 61.4 ± 32.2 | 74.0 ± 30.2 | <0.001 | 62.2 ± 0.2 | 74.0 ± 0.5 | <0.001 |
| Quality of Life | 65.0 ± 25.4 | 66.0 ± 23.8 | <0.001 | 56.7 ± 0.2 | 64.8 ± 0.4 | <0.001 |
| Functional status score | 68.4 ± 23.1 | 73.7 ± 22.0 | <0.001 | 69.3 ± 0.2 | 73.1 ± 0.5 | 0.061 |
| Clinical summary score | 63.5 ± 23.2 | 71.8 ± 22.3 | <0.001 | 64.3 ± 0.2 | 71.3 ± 0.5 | <0.001 |
| New proposed score | ||||||
| Physical independence score | 69.6 ± 19.3 | 73.9 ± 18.4 | <0.001 | 70.7 ± 0.1 | 75.8 ± 0.3 | <0.001 |
HFpEF, heart failure with preserved ejection fraction; HFrEF, heart failure with reduced ejection fraction; IQR, inter‐quartile range; KCCQ, Kansas City Cardiomyopathy Questionnaire; NYHA, New York Heart Association.
Variables are mean ± standard deviation.
Values are mean ± standard error.
Each KCCQ domain/activity was adjusted for common independent correlates shown to be associated with worse health‐related quality of life in trials (gender, region, body mass index, NYHA functional class, lower extremity oedema, paroxysmal nocturnal dyspnoea, dyspnoea at rest, dyspnoea on exertion, angina, and chronic obstructive pulmonary disease) and mortality at 1 year.
New summary score.