| Literature DB >> 32004332 |
Mercedes Arrebola-Moreno1, Dafina Petrova2,3,4, María-José Sánchez2,3,4,5, Ricardo Rivera-López3,6, José Antonio Ramírez-Hernández3,6.
Abstract
Patients diagnosed with coronary heart disease should follow lifestyle recommendations that can reduce their cardiovascular risk (e.g., avoid smoking). However, some patients fail to follow these recommendations and engage in unhealthy behavior. With the aim to identify psychosocial factors that characterize patients at high risk of repeated cardiovascular events, we investigated the relationship between social support, mental health (coping, self-esteem, and perceived stress), and unhealthy behavior. We conducted a cross-sectional study of 419 patients recently diagnosed with coronary heart disease (myocardial infarction or angina) who participated in the National Health Survey in Spain (2018). Unhealthy behaviors were defined according to the European Guidelines on cardiovascular disease prevention. Only 1% of patients reported no unhealthy behaviors, with 11% reporting one, 40% two, 35% three, and 13% four or more unhealthy behaviors. In multiple regression controlling for demographic and traditional risk factors, mental health was the only significant psychosocial factor, doubling the odds of accumulated unhealthy behaviors, OR(high vs. low) = 2.03, 95% CI [1.14, 3.64]. Mental health was especially strongly related to unhealthy behavior among patients with obesity, OR(high vs. low) = 3.50, 95% CI [1.49, 8.45]. The relationship between mental health and unhealthy behaviors suggests that a large proportion of patients may not adhere to lifestyle recommendations not because they purposefully choose to do so, but because they lack coping skills to maintain the recommended healthy behaviors. Low mental well-being may be especially detrimental for behavior change of patients with obesity.Entities:
Mesh:
Year: 2020 PMID: 32004332 PMCID: PMC6993961 DOI: 10.1371/journal.pone.0228262
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Descriptive statistics (number of cases and percentage from total) for categorical variables used in the study.
| All patients | Myocardial infarction | Angina | |||||
|---|---|---|---|---|---|---|---|
| Variable | Categories | N | 419 | N | 184 | N | 269 |
| Gender | Man | 233 | 56% | 112 | 61% | 144 | 54% |
| Woman | 186 | 44% | 72 | 39% | 125 | 46% | |
| Social Classal | Category I: Directors and managers of establishments of 10 or more employees and professionals traditionally associated with university degrees. | 27 | 6% | 12 | 7% | 18 | 7% |
| Category II: Directors and managers of establishments of less than 10 workers, professionals traditionally associated with university diplomas and other technical support professionals. Sportsmen and artists. | 15 | 4% | 6 | 3% | 10 | 4% | |
| Category III: Intermediate occupations and self-employed workers. | 70 | 17% | 29 | 16% | 46 | 17% | |
| Category IV: Supervisors and workers in qualified technical occupations. | 62 | 15% | 32 | 17% | 35 | 13% | |
| Category V: Qualified workers from the primary sector and other semi-skilled workers. | 160 | 38% | 66 | 36% | 109 | 41% | |
| Category VI: Unskilled workers. | 65 | 16% | 31 | 17% | 39 | 14% | |
| Missing | 20 | 5% | 8 | 4% | 12 | 4% | |
| Civil Status | Single | 41 | 10% | 15 | 8% | 29 | 11% |
| Widowed | 114 | 27% | 45 | 24% | 78 | 29% | |
| Separated/divorced | 26 | 6% | 13 | 7% | 16 | 6% | |
| Married | 238 | 57% | 111 | 60% | 146 | 54% | |
| Diabetes | Yes | 137 | 33% | 55 | 30% | 98 | 36% |
| No | 282 | 67% | 129 | 70% | 171 | 64% | |
| Hypertension | Yes | 284 | 68% | 127 | 69% | 183 | 68% |
| No | 135 | 32% | 57 | 31% | 86 | 32% | |
| High cholesterol | Yes | 246 | 59% | 108 | 59% | 158 | 59% |
| No | 173 | 41% | 76 | 41% | 111 | 41% | |
| Depression | Yes | 97 | 23% | 37 | 20% | 69 | 26% |
| No | 321 | 77% | 146 | 79% | 200 | 74% | |
| Missing | 1 | 0% | 1 | 1% | 0 | 0% | |
| Chronic anxiety | Yes | 66 | 16% | 26 | 14% | 48 | 18% |
| No | 352 | 84% | 157 | 85% | 221 | 82% | |
| Missing | 1 | 0% | 1 | 1% | 0 | 0% | |
| Body-mass index (BMI) | Underweight (< 18,5 kg/m2) | 6 | 1% | 4 | 2% | 2 | 1% |
| Normal weight (18,5 kg/m2 ≤IMC < 25 kg/m2) | 106 | 25% | 50 | 27% | 63 | 23% | |
| Overweight (25 kg/m2 ≤ IMC < 30 kg/m2) | 175 | 42% | 72 | 39% | 119 | 44% | |
| Obesity (≥30 kg/m2) | 111 | 26% | 44 | 24% | 76 | 28% | |
| Missing | 21 | 5% | 14 | 8% | 9 | 3% | |
| Unhealthy behaviors | None | 4 | 1% | 1 | 1% | 3 | 1% |
| 1 | 45 | 11% | 21 | 11% | 30 | 11% | |
| 2 | 167 | 40% | 61 | 33% | 113 | 42% | |
| 3 | 148 | 35% | 70 | 38% | 93 | 35% | |
| 4 | 42 | 10% | 22 | 12% | 25 | 9% | |
| 5 | 7 | 2% | 7 | 4% | 1 | 0% | |
| 6 | 5 | 1% | 1 | 1% | 4 | 1% | |
| 7 | 1 | 0% | 1 | 1% | 0 | 0% | |
| Categories of unhealthy behaviors | Low: None or one | 49 | 12% | 22 | 12% | 33 | 12% |
| Low-medium: Two | 167 | 40% | 61 | 33% | 113 | 42% | |
| Medium-high: three | 148 | 35% | 70 | 38% | 93 | 35% | |
| High: four or more | 55 | 13% | 31 | 17% | 30 | 11% | |
| Physical activity | Active/within norm | 51 | 12% | 24 | 13% | 32 | 12% |
| Inactive | 368 | 88% | 160 | 87% | 237 | 88% | |
| Alcohol consumption | Within norm (≤20 gr/d for men and ≤10 gr/d for women) | 400 | 95% | 175 | 95% | 259 | 96% |
| High | 19 | 5% | 9 | 5% | 10 | 4% | |
| Smoking | Does not smoke | 377 | 90% | 165 | 90% | 244 | 91% |
| Smokes | 42 | 10% | 19 | 10% | 25 | 9% | |
| Vegetable consumption | Within norm | 44 | 11% | 20 | 11% | 29 | 11% |
| Low (< two servings daily) | 375 | 89% | 164 | 89% | 240 | 89% | |
| Fruit consumption | Within norm | 239 | 57% | 97 | 53% | 157 | 58% |
| Low (< two servings daily) | 180 | 43% | 87 | 47% | 112 | 42% | |
| Fish consumption | Within norm | 383 | 91% | 160 | 87% | 250 | 93% |
| Low (less than once/twice a week) | 36 | 9% | 24 | 13% | 19 | 7% | |
| Sugary drinks | Within norm | 386 | 92% | 163 | 89% | 253 | 94% |
| High (three or more times a week) | 33 | 8% | 21 | 11% | 16 | 6% | |
| Fast foods | Within norm | 409 | 98% | 179 | 97% | 264 | 98% |
| High (three or more times a week) | 10 | 2% | 5 | 3% | 5 | 2% | |
Descriptive statistics (minimum, maximum, mean and standard deviation) for the continuous variables used in the study (N = 419).
| Minimum | Maximum | Median | Mean | Standard deviation | % Missing data | ||
|---|---|---|---|---|---|---|---|
| All patients (N = 419) | Age (years) | 40 | 97 | 73 | 72.0 | 11.7 | 0% |
| Comorbidities (n°) | 0 | 6 | 2 | 2.6 | 1.7 | 0% | |
| Mental health | 1 | 36 | 11 | 13.2 | 6.8 | 1% | |
| Social Support (Duke-UNC) | 11 | 55 | 49 | 47.1 | 8.4 | 6% | |
| Myocardial infarction (N = 184) | Age (years) | 43 | 95 | 73 | 70.7 | 11.8 | 0% |
| Comorbidities (n°) | 0 | 6 | 2 | 2.5 | 1.7 | 0% | |
| Mental health | 1 | 36 | 12 | 13.7 | 7.1 | 0% | |
| Social Support (Duke-UNC) | 18 | 55 | 49 | 47.0 | 8.0 | 7% | |
| Angina (N = 269) | Age (years) | 40 | 97 | 74 | 72.6 | 11.5 | 0% |
| Comorbidities (n°) | 0 | 6 | 2 | 2.6 | 1.7 | 0 | |
| Mental health | 4 | 36 | 11 | 13.1 | 6.6 | 1% | |
| Social Support (Duke-UNC) | 11 | 55 | 49 | 47.0 | 8.8 | 8% |
Results from multiple ordinal logistic regression.
| Predictor | 95% Confidence Interval | |||||
|---|---|---|---|---|---|---|
| Odds ratio | Inferior | Superior | ||||
| Gender [female vs. male] | -0.65 | 0.24 | -2.72 | |||
| Social class (medium vs. low) | -0.32 | 0.22 | -1.41 | 0.728 | 0.468 | 1.129 |
| Social class (high vs. low) | -0.14 | 0.34 | -0.42 | 0.867 | 0.445 | 1.681 |
| Civil status (separated/divorced/single vs. married) | -0.06 | 0.30 | -0.20 | 0.944 | 0.528 | 1.686 |
| Civil status (widowed vs. married) | 0.43 | 0.28 | 1.54 | 1.544 | 0.890 | 2.686 |
| Age | -0.03 | 0.01 | -2.67 | |||
| Diabetes (yes vs. no) | 0.16 | 0.23 | 0.70 | 1.175 | 0.749 | 1.843 |
| Hypertension (yes vs. no) | 0.30 | 0.23 | 1.30 | 1.354 | 0.857 | 2.142 |
| High cholesterol (yes vs. no) | -0.12 | 0.22 | -0.57 | 0.883 | 0.575 | 1.355 |
| Obesity (yes vs. no) | -0.45 | 0.23 | -1.96 | |||
| Chronic anxiety (yes vs. no) | -0.31 | 0.34 | -0.91 | 0.734 | 0.376 | 1.424 |
| Depression (yes vs. no) | -0.19 | 0.30 | -0.65 | 0.825 | 0.458 | 1.479 |
| Comorbidities | 0.01 | 0.06 | 0.10 | 1.006 | 0.889 | 1.138 |
| Mental health | 0.04 | 0.02 | 2.05 | |||
| Social support | -0.01 | 0.01 | -1.04 | 0.986 | 0.960 | 1.013 |
| Type of disease (MI vs. angina) | 0.22 | 0.21 | 1.05 | 1.242 | 0.827 | 1.867 |
Significant effects (95% confidence intervals for the odds ratio excluding 1) are marked in bold. B = unstandardized regression coefficient. SE = standard error of B. For social class, the original six categories were grouped into high (I and II), medium (III and IV), and low (V and VI) due to low cell counts in some of the categories. For civil status, the category “single” was grouped with “separated/divorced” due to low cell count.
Fig 1Relationship between mental health and the cumulative predicted probability of unhealthy behavior for each category derived from the multiple ordinal regression model, as a function of type of disease and the presence of obesity.
Relationship between mental health scores and unhealthy behaviors from simple regression analyses as a function of type of CHD, gender, age group, and the presence of obesity.
| Mental health (terciles) | ||||||||
|---|---|---|---|---|---|---|---|---|
| N | Medium vs. Low | High vs. Low | ||||||
| OR | LLCI | ULCI | OR | LLCI | ULCI | |||
| Type of coronary heart disease | MI | 184 | 1.946 | 0.999 | 3.821 | |||
| Angina | 269 | 1.198 | 0.709 | 2.026 | ||||
| Gender | Men | 233 | 1.534 | 0.882 | 2.677 | |||
| Women | 186 | 1.766 | 0.895 | 3.514 | ||||
| Age | 40–59 | 75 | 2.613 | 0.904 | 7.779 | 2.359 | 0.893 | 6.415 |
| 60–80 | 220 | 1.486 | 0.825 | 2.687 | 1.522 | 0.830 | 2.798 | |
| 81+ | 124 | 1.419 | 0.643 | 3.153 | 2.158 | 0.925 | 5.120 | |
| Obesity | No obesity (BMI <30 kg/m2) | 287 | 1.452 | 0.881 | 2.400 | 1.347 | 0.791 | 2.298 |
| Obesity (BMI ≥30 kg/m2) | 111 | 1.770 | 0.726 | 4.358 | ||||
Comparisons are based on terciles of mental health.