| Literature DB >> 28025517 |
Rong Li1, Xiaoyan Gao2, Bo Liu3,4, Hua Ge5, Li Ning6, Junling Zhao7, Jiwen Liu8.
Abstract
The purpose of this study was to assess the major risk factors for hypertension in oil workers, and investigate the effect of occupational stress on the incidence of hypertension after controlling for other risk factors. A prospective cohort approach was used following enrollment of 1354 oil workers. The occupational stress experienced by oil workers was higher than for the general population in China. By the end of the cohort study, 231 new cases of hypertension among the oil workers had been diagnosed. The cumulative incidence of hypertension was 17.06%. There were 44, 112, and 75 workers who developed hypertension in the low, intermediate, and high occupational stress groups, which represented a 12.0%, 15.6%, and 20.3% cumulative incidence, respectively (chi-square value = 9.812, p < 0.01). Multivariate Cox proportional hazard model analysis showed that type of work, cigarette smoking, excess body weight, and obesity were risk factors for hypertension (p < 0.05). After risk factors such as type of work, cigarette smoking, alcohol consumption, and body mass index (BMI) were controlled, the hypertension risk (hazard ratio, HR) in the high occupational stress group was 1.549 (1.072-2.236) compared to the low exposure group, and 2.337 (1.191-4.585) in female subjects. Our study indicated that an increase in occupational stress was associated with an increased risk of hypertension after other factors were adjusted.Entities:
Keywords: cohort study; hypertension; occupational stress; oil workers
Mesh:
Year: 2016 PMID: 28025517 PMCID: PMC5295252 DOI: 10.3390/ijerph14010001
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
General demographic characteristics of the subjects.
| Items | Groups | Case Number | Percentage (%) |
|---|---|---|---|
| Gender | Male | 715 | 52.8 |
| Female | 639 | 47.2 | |
| Age (years old) | <35 | 389 | 28.7 |
| 35–45 | 563 | 41.6 | |
| 45–60 | 402 | 29.7 | |
| Number of working years | ≤20 | 630 | 46.6 |
| >20 | 724 | 53.4 | |
| Work shift | Fixed day shift | 573 | 42.3 |
| Work in shifts | 781 | 57.7 | |
| Ethnicity | Han | 1064 | 78.5 |
| Minority | 290 | 21.5 | |
| Educational level | High school or less | 316 | 23.3 |
| Secondary technical school and college | 728 | 53.8 | |
| University and above | 310 | 22.9 | |
| Marital status | Unmarried | 136 | 10.0 |
| Married | 1087 | 80.2 | |
| Divorced or widowed | 131 | 9.8 | |
| Income (yuan) | ≤3500 | 508 | 37.5 |
| >3500 | 846 | 62.5 |
Comparison of the score of occupational stress between oil workers and Chinese norm.
| Items | Oil Workers | Chinese Norm | t Value | |
|---|---|---|---|---|
| Occupational role | 176.87 ± 28.85 | 162.89 ± 27.04 | 16.455 | <0.001 |
| Personal strain | 103.53 ± 20.82 | 91.01 ± 17.19 | 22.12 | <0.001 |
| Personal resources | 119.21 ± 23.57 | 129.23 ± 17.73 | −15.638 | <0.001 |
Comparison of the score of occupational stress in different types of work groups.
| Groups | Case Number | Occupational Role | Personal Strain | Personal Resources |
|---|---|---|---|---|
| Oil production workers | 501 | 179.32 ± 26.02 | 103.32 ± 21.55 | 123.29 ± 22.40 |
| Oil transportation workers | 338 | 177.97 ± 28.74 | 105.08 ± 20.62 | 123.94 ± 20.81 |
| Oil refining workers | 359 | 178.62 ± 30.43 | 103.19 ± 19.04 | 124.33 ± 21.11 |
| Other workers | 156 | 182.48 ± 27.13 | 103.81 ± 21.65 | 120.09 ± 22.66 |
| t value | 0.983 | 0.628 | 2.466 | |
| 0.400 | 0.597 | 0.061 |
Comparison of the characteristics of subjects with and without hypertension. BMI: body mass index.
| Type of Hypertension | Case Number | Percentage (%) |
|---|---|---|
| Isolated systolic hypertension | 21 | 9.09 |
| Isolated diastolic hypertension | 113 | 48.92 |
| Systolic-diastolic hypertension | 97 | 41.99 |
| Total | 231 | 100 |
Comparison of the characteristics of subjects with and without hypertension.
| Items | Hypertension ( | Non-Hypertension ( | t/Chi-Square Value | |
|---|---|---|---|---|
| Age (years old) | 43.25 ± 6.22 | 39.06 ± 7.45 | 8.991 | <0.001 |
| Number of years worked | 23.77 ± 9.29 | 17.99 ± 9.12 | 8.509 | <0.001 |
| BMI (kg/m2) | 26.58 ± 8.11 | 24.13 ± 11.10 | 3.188 | 0.001 |
| Gender | 38.756 | <0.001 | ||
| Male | 165 (23.08) | 550 (76.92) | ||
| Female | 66 (10.33) | 573 (89.67) | ||
| Type of work | 0.831 | 0.842 | ||
| Oil production workers | 80 (15.97) | 421 (84.03) | ||
| Oil transportation workers | 60 (17.75) | 278 (82.25) | ||
| Oil refinery workers | 65 (18.11) | 294 (81.89) | ||
| Other workers | 26 (16.67) | 130 (83.33) | ||
| Work shift | 2.703 | 0.108 | ||
| Fixed day shift | 109 (19.02) | 464 (80.98) | ||
| Rotation shift | 122 (15.62) | 659 (84.38) | ||
| Smoking history | 61.454 | <0.001 | ||
| No | 84 (10.92) | 685 (89.08) | ||
| Previous | 44 (18.18) | 198 (81.82) | ||
| Often | 103 (30.03) | 240 (69.97) | ||
| Drinking history | 94.742 | <0.001 | ||
| No | 76 (12.97) | 510 (87.03) | ||
| Occasional | 78 (13.31) | 508 (86.69) | ||
| Often | 77 (42.31) | 105 (57.69) | ||
| Physical exercise | 0.355 | 0.837 | ||
| No | 56 (17.72) | 260 (82.28) | ||
| Occasional | 139 (16.59) | 699 (83.41) | ||
| Often | 36 (18.00) | 164 (82.00) | ||
| BMI | 100.498 | <0.001 | ||
| Normal | 55 (7.85) | 646 (92.15) | ||
| Overweight | 108 (23.48) | 352 (76.52) | ||
| Obesity | 68 (35.23) | 125 (64.77) |
Comparison of the occupational stress scores of subjects with and without hypertension.
| Groups | Occupational Role | Personal Strain | Personal Resources |
|---|---|---|---|
| Hypertension ( | 188.03 ± 24.15 | 109.37 ± 21.60 | 123.60 ± 20.76 |
| Non-hypertension ( | 177.34 ± 28.46 | 102.63 ± 20.30 | 122.54 ± 22.22 |
| t value | −0.5330 | −4.542 | −0.668 |
| <0.001 | <0.001 | 0.504 |
Figure 1Two-year cumulative incidence (%) in different occupational stress groups.
Analysis of the risk factors for hypertension.
| Independent Variables | β | SE | Chi-Square Value | HR (95% CI) | |
|---|---|---|---|---|---|
| Gender | −0.269 | 0.165 | 2.649 | 0.104 | 0.764 (0.553–1.056) |
| Age (years old) | 0.029 | 0.021 | 1.996 | 0.158 | 1.029 (0.989–1.072) |
| Work years | 0.025 | 0.016 | 2.557 | 0.108 | 1.026 (0.994–1.058) |
| Work shift | 0.123 | 0.152 | 0.657 | 0.418 | 1.131 (0.840–1.522) |
| Type of work | - | - | 32.890 | <0.001 | - |
| Oil production workers | 0.614 | 0.195 | 9.879 | 0.002 | 1.847 (1.260–2.708) |
| Oil transportation workers | 0.986 | 0.217 | 20.754 | <0.001 | 2.682 (1.754–4.100) |
| Oil refining workers | –0.447 | 0.251 | 3.166 | 0.075 | 0.640 (0.391–1.046) |
| Smoking history | - | - | 14.044 | 0.001 | - |
| Previous | 0.675 | 0.200 | 11.346 | 0.001 | 1.964 (1.326–2.908) |
| Often | 0.599 | 0.191 | 9.846 | 0.002 | 1.820 (1.252–2.646) |
| Drinking history | - | - | 19.421 | <0.001 | - |
| Occasional | –0.569 | 0.185 | 9.442 | 0.002 | 0.566 (0.394–0.814) |
| Often | 0.112 | 0.213 | 0.274 | 0.601 | 1.118 (0.736–1.699) |
| Physical exercise | - | - | 0.350 | 0.840 | - |
| Occasional | −0.054 | 0.160 | 0.115 | 0.735 | 0.947 (0.692–1.297) |
| Often | 0.052 | 0.221 | 0.055 | 0.814 | 1.053 (0.684–1.623) |
| BMI | - | - | 38.880 | <0.001 | - |
| Overweight | 0.748 | 0.176 | 18.031 | <0.001 | 2.112 (1.496–2.983) |
| Obesity | 1.208 | 0.194 | 38.685 | <0.001 | 3.347 (2.287–4.898) |
Note: β, regression coefficient; SE, standard error; HR, hazard ratio.
The risk for hypertension in different occupational stress groups analyzed by a Cox proportional hazards model.
| Categorical Variables | Model 1 HR (95% CI) | Model 2 HR (95% CI) | ||
|---|---|---|---|---|
| Occupational stress | ||||
| Low | 1.000 | - | 1.000 | - |
| Intermediate | 1.086 (0.767–1.538) | 0.185 | 0.980 (0.691–1.390) | 0.912 |
| High | 1.675 (1.161–2.418) | 0.006 | 1.549 (1.072–2.236) | 0.020 |
Note: Model 1, univariate model; Model 2, multivariate model in which type of work, cigarette smoking, alcohol consumption, and BMI were controlled.
The risk for hypertension of female subjects in different occupational stress groups analyzed by a Cox proportional hazards model.
| Categorical Variables | Model 1 HR (95% CI) | Model 2 HR (95% CI) | ||
|---|---|---|---|---|
| Occupational stress | ||||
| Low | 1.000 | - | 1.000 | - |
| Intermediate | 1.075 (0.588–1.965) | 0.815 | 1.060 (0.578–1.945) | 0.851 |
| High | 2.208 (1.133–4.303) | 0.020 | 2.337 (1.191–4.585) | 0.014 |
Note: Model 1, univariate model; Model 2, multivariate model in which type of work, cigarette smoking, alcohol consumption, and BMI were controlled.
The risk for hypertension of male subjects in different occupational stress groups analyzed by a Cox proportional hazards model.
| Categorical Variables | Model 1 HR (95% CI) | Model 2 HR (95% CI) | ||
|---|---|---|---|---|
| Occupational stress | ||||
| Low | 1.000 | - | 1.000 | - |
| Intermediate | 0.990 (0.645–1.518) | 0.962 | 0.862 (0.558–1.331) | 0.502 |
| High | 1.263 (0.809–1.970) | 0.304 | 1.269 (0.812–1.984) | 0.295 |
Note: Model 1, univariate model; Model 2, multivariate model in which type of work, cigarette smoking, alcohol consumption, and BMI were controlled.