| Literature DB >> 32298283 |
Beata Jankowska-Polańska1, Natalia Świątoniowska-Lonc1, Agnieszka Sławuta2, Dorota Krówczyńska3, Krzysztof Dudek4, Grzegorz Mazur2.
Abstract
METHODS ANDEntities:
Year: 2020 PMID: 32298283 PMCID: PMC7161980 DOI: 10.1371/journal.pone.0231076
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Socio-clinical characteristics of the HF patients studied.
| Characteristic (variable) | Statistics |
|---|---|
| Gender: | |
| Female | 46.7% (222) |
| Male | 53.3% (253) |
| Age (years): | |
| | 69.7 ± 7.7 |
| | 68 [64; 73] |
| Living alone | 43.6% (206) |
| Professionally active | 4.6% (22) |
| Duration of the illness (years): | |
| | 6.2 ± 4.9 |
| | 5 [3; 8] |
| NYHA class: | |
| II | 62.8% (298) |
| III | 28.3% (135) |
| IV | 8.8 (42) |
| EF: | |
| | 48.6 ± 12.6 |
| | 50 [40; 60] |
| Number of hospitalizations: | |
| | 2.0 ± 1.5 |
| | 1 [1; 3] |
| Number of comorbidities: | |
| | 1.8 ± 1.2 |
| | 1 [1; 2] |
| Medication: | |
| Diuretics/aldosterone receptor antagonists | 80.8% (384) |
| β-blockers | 68.2% (324) |
| ACE inhibitors/angiotensin receptor blockers (ARBs) | 85.5% (406) |
Adherence to HF treatment as measured by the RHFCQ questionnaire.
| Responses to RHFCQ items | |
|---|---|
| 1. Domain: follow-up appointment keeping; | 3.3 ± 1.0 |
| Never | 1.3% (6) |
| Seldom | 3.2% (15) |
| Half of the time | 19.2% (91) |
| Most of the time | 18.9% (90) |
| Always | 57.5% (273) |
| 2. Domain: taking medication as prescribed | 3.3 ± 0.9 |
| Never | 1.9% (9) |
| Seldom | 0.6% (3) |
| Half of the time | 17.9% (85) |
| Most of the time | 22.1% (105) |
| Always | 57.5% (273) |
| 3. Domain: daily weighing | 0.9 ± 1.1 |
| Every day | 11.8% (56) |
| Three times a week | 17.3% (82) |
| Once a week | 17.3% (82) |
| Less than once a week | 53.7% (255) |
| 4. Domain: restricted sodium intake | 2.1 ± 1.3 |
| Never | 12.8% (61) |
| Seldom | 21.9% (104) |
| Half of the time | 25.9% (123) |
| Most of the time | 22.3% (106) |
| Always | 17.1% (81) |
| 5. Domain: restricted fluid intake | 1.8 ± 1.4 |
| Never | 25.1% (119) |
| Seldom | 17.3% (82) |
| Half of the time | 21.7% (103) |
| Most of the time | 22.1% (105) |
| Always | 13.9% (66) |
| 6. Domain: regular exercise | 1.1 ± 1.2 |
| Never | 47.8% (227) |
| Seldom | 19.4% (92) |
| Half of the time | 15.8% (75) |
| Most of the time | 13.5% (64) |
| Always | 3.6% (17) |
Statistics for scores (median, IQR and range) in each RHFCQ domain broken down by selected socio-demographic variables (gender, age, and social status).
| Adherence to HF treatment (RHFCQ) | Gender | p-value | Age (years) | p-value | Living | ||||
|---|---|---|---|---|---|---|---|---|---|
| Female | Male N = 253 | ≤ 65 | > 65 | with someone | alone | ||||
| 1. Follow-up appointment keeping | 4 [2; 4] | 4 [3; 4] | 0.169 | 4 [3; 4] | 4 [2; 4] | 4 [3; 4] | 3 [2; 4] | ||
| 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | ||||
| 2. Taking medication as prescribed | 3 [2; 4] | 4 [3; 4] | 4 [3; 4] | 4 [3; 4] | 4 [3; 4] | 3 [2; 4] | |||
| 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | ||||
| 3. Daily weighing | 0 [0; 2] | 0 [0; 3] | 0.593 | 0 [0; 2] | 0 [0; 1] | 1 [0; 2] | 0 [0; 1] | ||
| 0–3 | 0–3 | 0–3 | 0–3 | 0–3 | 0–3 | ||||
| 4. Restricted sodium intake | 2 [1; 3] | 2 [1; 3] | 0.672 | 2 [2; 3] | 2 [1; 3] | 2 [1; 3] | 2 [1; 3] | ||
| 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | ||||
| 5. Restricted fluid intake | 2 [1; 3] | 2 [0; 3] | 0.485 | 2 [1; 3] | 2 [0; 3] | 2 [1; 3] | 2 [0; 3] | ||
| 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | ||||
| 6. Regular exercise | 0 [0; 2] | 1 [0; 2] | 0.059 | 1 [0; 2] | 0 [0; 2] | 1 [0; 2] | 0 [0; 1] | ||
| 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | ||||
| 7. Healthy lifestyle | 7 [3; 10] | 7 [3; 10] | 0.725 | 8 [4; 11] | 6 [2; 10] | 8 [4; 11] | 6 [2; 9] | ||
| 0–15 | 0–15 | 0–15 | 0–14 | 0–15 | 0–15 | ||||
| Overall adherence level | 13 [9; 17] | 13 [9; 17] | 0.595 | 15 [12; 19] | 12 [9; 16] | 15 [11; 18] | 11 [8; 16] | ||
| 4–23 | 1–23 | 1–23 | 4–22 | 1–23 | 4–22 | ||||
Median [IQR] and range
Statistics for scores (median, IQR and range) in each RHFCQ domain, broken down by selected clinical variables (EF, duration of illness, symptom severity, and number of comorbidities)–Mann-Whitney U-test results.
| Adherence to HF treatment (RHFCQ) | EF | Duration of illness | NYHA class | Comorbidity | Hospitalization | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ≥45% | <45% | 4 years | > 4 years | I or II | III or IV | 1 | >1 | 1 | > 1 | ||||||
| N = 327 | N = 148 | N = 212 | N = 263 | N = 235 | N = 140 | N = 240 | N = 235 | N = 250 | N = 225 | ||||||
| 1. Follow-up appointment-keeping | 4 [3; 4] | 3 [2; 4] | 4 [2; 4] | 4 [3; 4] | 0.097 | 4 [2; 4] | 4 [3; 4] | 3 [2; 4] | 4 [3; 4] | 4 [3; 4] | 3 [2; 4] | ||||
| 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | ||||||
| 2. Taking medication as prescribed | 4 [3; 4] | 3 [2; 4] | 4 [3; 4] | 4 [3; 4] | 0.312 | 4 [3; 4] | 4 [3; 4] | 3 [2; 4] | 3 [3; 4] | 0.913 | 4 [4; 4] | 3 [2; 4] | |||
| 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | ||||||
| 3. Daily weighing | 0 [0; 2] | 0 [0; 1] | 0.177 | 2 [0; 2] | 0 [0; 2] | 2 [0; 2] | 0 [0; 2] | 2 [0; 3] | 0 [0; 3] | 0.063 | 0 [0; 3] | 0 [0; 3] | 0.779 | ||
| 0–3 | 0–3 | 0–3 | 0–4 | 0–3 | 0–4 | 0–3 | 0–4 | 0–4 | 0–4 | ||||||
| 4. Restricted sodium intake | 2 [1; 3] | 2 [1; 3] | 0.741 | 3 [2; 3] | 2 [1; 3] | 3 [2; 3] | 2 [1; 3] | 0.651 | 2 [1; 4] | 2 [1; 3] | 0.153 | 2 [1; 3] | 2 [1; 3] | 0.844 | |
| 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | ||||||
| 5. Restricted fluid intake | 2 [0; 3] | 2 [1; 3] | 2 [1; 3] | 1 [0; 3] | 2 [1; 3] | 1 [0; 3] | 0.744 | 3 [1; 3] | 2 [1; 3] | 2 [0; 3] | 1 [1; 3] | ||||
| 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | ||||||
| 6. Regular exercise | 1 [0; 2] | 0 [0; 2] | 1 [0; 3] | 0 [0; 1] | 1 [0; 3] | 0 [0; 1] | 1 [0; 2] | 0 [0; 2] | 1 [0; 2] | 0 [0; 2] | |||||
| 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–4 | 0–3 | 0–4 | 0–4 | ||||||
| 7. Healthy lifestyle | 6 [3; 10] | 8 [3; 10] | 0.204 | 7 [5; 11] | 4 [2; 8] | 7 [5; 11] | 4 [2; 8] | 0.093 | 7 [5; 11] | 6 [3; 9] | 6 [2; 11] | 6 [3; 9] | 0.787 | ||
| 0–15 | 0–15 | 0–16 | 0–14 | 0–16 | 0–14 | 0–16 | 0–15 | 0–16 | 0–16 | ||||||
| Overall adherence level | 13 [9; 17] | 13 [9; 17] | 0.497 | 15 [11; 18] | 11 [8; 15] | 15 [11; 18] | 11 [8; 15] | 15 [11; 18] | 13 [9; 16] | 13 [10; 18] | 12 [8; 16] | ||||
| 0-15 | 0-15 | 0-16 | 0-14 | 0-16 | 0-14 | 0-16 | 0-15 | 0-16 | 0-16 | ||||||
Median [IQR] and range
ROC curve analysis results–cut-off values for classification of patients as compliant or non-compliant for continuous and ordinal variables.
| Variable | Cut-off | Sensitivity | Specificity | AUC (95% CI) |
|---|---|---|---|---|
| Age (years) | > 65 | 60.6% | 68.8% | 0.680 (0.636, 0.722) |
| EF (%) | ≤ 45 | 48.1% | 56.5% | 0.612 (0.560, 0.664) |
| Duration of illness (years) | ≤ 4 | 75.8% | 57.7% | 0.664 (0.619, 0.706) |
| NYHA class | ≤ II | 85.7% | 38.7% | 0.618 (0.567, 0.668) |
| Number of comorbidities | ≤ 1 | 65.5% | 50.9% | 0.598 (0.547, 0.648) |
| Number of hospitalizations | ≤ 2 | 100.0% | 34.6% | 0.620 (0.574, 0.664) |
Simple and multiple regression results.
| Single-factor regression | Multiple-factor regression | |||
|---|---|---|---|---|
| Age (years) | –0.014 | 0.014 | - | > 0.05 |
| Living alone (yes) | –0.567 | <0.001 | –0.317 | 0.010 |
| EF (%) | 0.020 | <0.001 | - | > 0.05 |
| HF symptoms–NYHA class (I, II, III, IV) | –0.344 | 0.001 | - | > 0.05 |
| Number of comorbidities | 0.117 | 0.008 | 0.123 | 0.008 |
| Number of hospitalizations | –0.172 | <0.001 | - | > 0.05 |
| Diuretics (yes) | –0.304 | 0.007 | - | > 0.05 |
| Beta-blockers (yes) | 0.365 | <0.001 | - | > 0.05 |
| Calcium channel blockers (yes) | 0.501 | <0.001 | - | > 0.05 |
| Female (yes) | –0.325 | <0.001 | - | > 0.05 |
| Age (years) | –0.014 | 0.014 | - | > 0.05 |
| Living alone (yes) | –0.559 | <0.001 | –0.205 | 0.031 |
| EF (%) | 0.020 | <0.001 | 0.009 | 0.035 |
| HF symptoms–NYHA class (I, II, III, IV) | –0.387 | <0.001 | –0.181 | 0.024 |
| Number of hospitalizations | –0.242 | <0.001 | –0.117 | <0.001 |
| Diuretics (yes) | –0.276 | 0.010 | - | > 0.05 |
| Beta blockers (yes) | 0.284 | 0.002 | - | > 0.05 |
| Calcium channel blockers (yes) | 0.347 | 0.004 | - | > 0.05 |
| Age (years) | –0.126 | <0.001 | –0.072 | <0.001 |
| Living alone (yes) | –2.369 | <0.001 | –2.039 | <0.001 |
| Duration of illness (years) | –0.154 | <0.001 | - | > 0.05 |
| Number of comorbidities | –0.919 | <0.001 | –0.676 | 0.001 |
| Beta-blockers BB (yes) | –1.369 | 0.001 | –0.906 | 0.025 |
| Calcium channel blockers (yes) | –2.611 | 0.006 | –2.816 | 0.001 |
| Age (years) | –0.165 | <0.001 | - | > 0.05 |
| Living alone (yes) | –3.002 | <0.001 | –1.816 | 0.001 |
| Duration of illness (years) | –0.179 | <0.001 | - | > 0.05 |
| Symptoms–NYHA class (I, II, III, IV) | –1.610 | <0.001 | –1.698 | <0.001 |
| Number of comorbidities | –0.838 | 0.001 | –0.489 | 0.021 |
| Number of hospitalizations | –0.729 | <0.001 | - | > 0.05 |
| Beta blockers (yes) | –1.612 | 0.001 | - | > 0.05 |
| Calcium channel blockers CCBs (yes) | –2.120 | 0.001 | –2.319 | 0.027 |
Multiple logistic regression analysis for the discrimination of non-compliance.
| Risk factor | Cut-off value | Non-compliance | Compliance | P | OR (95% CI) | ||
|---|---|---|---|---|---|---|---|
| n | % | n | % | ||||
| Female gender | Yes | 187 | 45.9 | 35 | 51.5 | 0.510 | 0.80 (0.48, 1.34) |
| Age (years) | > 65 | 290 | 71.3 | 27 | 39.7 | <0.001 | 2.47 (1.44, 4.22) |
| Living alone | Yes | 189 | 46.4 | 17 | 25.0 | 0.001 | 2.60 (1.45, 4.66) |
| Duration of illness (years) | > 4 | 240 | 59.0 | 23 | 33.8 | <0.001 | 2.81 (1.64, 4.82) |
| Symptoms–NYHA class | > 2 | 129 | 34.9 | 11 | 22.9 | 0.027 | 2.19 (1.08, 4.55) |
| Number of comorbidities | > 1 | 165 | 51.7 | 21 | 37.5 | 0.050 | 1.79 (1.00, 3.20) |
| Number of hospitalizations | > 2 | 203 | 49.9 | 22 | 32.4 | 0.007 | 2.07 (1.21, 3.58) |
| Diuretics | Yes | 335 | 82.3 | 49 | 72.1 | 0.047 | 1.80 (1.00, 3.25) |
| Beta-blockers | Yes | 285 | 70.0 | 39 | 57.4 | 0.038 | 1.74 (1.03, 2.94) |
| ACE inhibitors/ARBs | Yes | 62 | 15.2 | 7 | 10.3 | 0.285 | 1.57 (0.68, 3.58) |
p–significance in the Pearson chi-squared test, OR–odds ratio, 95% CI– 95% confidence interval for the odds ratio