| Literature DB >> 31277211 |
René Schilling1, Flora Colledge2, Sebastian Ludyga2, Uwe Pühse2, Serge Brand3, Markus Gerber2.
Abstract
Background: Chronic exposure to occupational stress may lead to negative health consequences. Creating less stressful work environments and making employees physically and psychologically more resilient against stress are therefore two major public health concerns. This study examined whether cardiorespiratory fitness moderated the association between occupational stress, cardiovascular risk, and mental health.Entities:
Keywords: cardiorespiratory fitness; cardiovascular health; mental health; police officers; psychosocial stress
Mesh:
Year: 2019 PMID: 31277211 PMCID: PMC6651614 DOI: 10.3390/ijerph16132349
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Descriptive statistics for and bivariate correlations between independent and dependent variables.
| Descriptive Statistics |
| M | SD | Range | Skew | Kurt | Bivariate Correlations between Independent and Dependent Variables | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. | 2. | 3. | 4. | 5. | 6. | 7. | 8. | 9. | 10. | 11. | 12. | 13. | 14. | 15. | 16. | |||||||
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| 1. JDC ratio | 201 | 1.0 | 0.2 | 0.5 to 1.6 | 0.7 | 0.4 | - | |||||||||||||||
| 2. ERI ratio | 201 | 0.9 | 0.3 | 0.3 to 2.0 | 0.9 | 1.5 | 0.33 * | - | ||||||||||||||
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| 3. VO2max | 201 | 3.5 | 0.9 | 1.6 to 5.9 | 0.3 | −0.6 | 0.10 | 0.05 | - | |||||||||||||
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| 4. SBP (mmHg) | 201 | 129 | 13 | 104 to 172 | 0.5 | 0.2 | −0.05 | 0.13 | 0.10 |
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| 5. DBP (mmHg) | 201 | 85 | 10 | 63 to 118 | 0.2 | −0.3 | −0.11 | 0.12 | 0.02 | 0.84 * |
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| 6. BMI (kg·m−2) | 201 | 25.8 | 3.6 | 17.9 to 37.4 | 0.7 | 0.8 | 0.00 | 0.16 * | 0.25 * | 0.33 * | 0.37 * |
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| 7. Waist circumference (cm) | 201 | 91.1 | 11.3 | 60.0 to 126.0 | 0.4 | 0.8 | −0.08 | 0.14 * | 0.20 * | 0.37 * | 0.43 * | 0.83 * |
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| 8. Body fat (%) | 201 | 21.8 | 7.3 | 5.6 to 42.6 | 0.4 | −0.2 | −0.01 | 0.02 | −0.38 * | 0.01 | 0.03 | 0.37 * | 0.30 * |
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| 9. TC (mmol·L−1) | 201 | 5.0 | 1.0 | 2.9 to 10.4 | 1.1 | 3.2 | −0.11 | 0.05 | 0.00 | 0.28 * | 0.34 * | 0.31 * | 0.32 * | 0.14 |
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| 10. HDL-C (mmol·L−1) | 201 | 1.8 | 0.4 | 0.6 to 2.6 | 0.1 | −0.5 | −0.07 | −0.08 | −0.14 * | −0.13 | −0.15 * | −0.35 * | −0.35 * | 0.15 * | 0.20 * |
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| 11. LDL-C (mmol·L−1) | 201 | 2.5 | 0.8 | 1.0 to 5.0 | 0.6 | 0.2 | −0.06 | 0.05 | 0.05 | 0.24 * | 0.33 * | 0.28 * | 0.29 * | 0.05 | 0.81 * | −0.06 |
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| 12. TG (mmol·L−1) | 201 | 1.7 | 1.2 | 0.5 to 7.4 | 2.3 (0.6) | 6.5 (0.2) | −0.07 | 0.09 | 0.03 | 0.26 * | 0.27 * | 0.42 * | 0.41 * | 0.05 | 0.53 * | −0.29 * | 0.12 |
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| 13. HbA1c (%) | 201 | 5.4 | 0.3 | 4.9 to 7.5 | 2.4 (1.7) | 13.7 (6.9) | −0.15 * | 0.03 | −0.06 | 0.19 * | 0.26 * | 0.27 * | 0.35 * | 0.09 | 0.09 | −0.24 * | 0.14 * | 0.14 |
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| 14. Total cardiometabolic risk | 201 | 0.0 | 4.7 | −10.6 to 16.7 | 0.7 | 0.8 | −0.10 | 0.15 * | 0.06 | 0.63 * | 0.69 * | 0.78 * | 0.80 * | 0.32 * | 0.62 * | −0.38 * | 0.57 * | 0.60 * | 0.47 * |
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| 15. Burnout symptoms | 201 | 2.5 | 1.0 | 1 to 6 | 0.9 | 0.7 | 0.31 * | 0.31 * | −0.08 | −0.08 | −0.05 | 0.02 | −0.02 | 0.14 * | −0.08 | 0.03 | −0.09 | −0.04 | −0.03 | −0.05 |
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| 16. Insomnia symptoms | 201 | 7.9 | 4.3 | 0 to 22 | 0.5 | 0.0 | 0.23 * | 0.21 * | −0.06 | −0.06 | −0.05 | 0.00 | −0.02 | 0.05 | −0.01 | −0.08 | 0.00 | 0.03 | −0.04 | 0.00 | 0.46 * |
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| 17. Overall mental wellbeing | 201 | 1.7 | 2.5 | 0 to 11 | 1.7 | 2.2 | 0.26 * | 0.25 * | −0.04 | 0.02 | 0.00 | 0.14 * | 0.09 | 0.18 * | −0.02 | 0.08 | −0.08 | 0.02 | −0.04 | 0.04 | −0.62 * | 0.31 * |
Notes: JDC = Job Demands and Control; ERI = Effort Reward Imbalance; VO2max = Maximal Oxygen Uptake; SBP = Systolic Blood Pressure; DBP = Diastolic Blood Pressure; BMI = Body Mass Index; TC = Total Cholesterol; HDL-C = High-Density Lipoprotein Cholesterol; LDL-C = Low-Density Lipoprotein Cholesterol; HbA1c = Glycated Hemoglobin; M = Mean; SD = Standard Deviation; Skew = Skewness; Kurt = Kurtosis. Values in brackets for TG and HbA1c for skewness and kurtosis represent values after building the logarithm. * p < 0.05.
Differences in cardiometabolic risk factors, and mental health indicators, dependent on participants’ levels of CRF and perceived occupational stress (as assessed via the job demand and control [JDC] score).
| Low Occupational Stress (JDC Score) | High Occupational Stress (JDC Score) | Stress (JDC) | CRF | Stress (JDC) × CRF | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Low CRF ( | Moderate CRF ( | High CRF ( | Low CRF ( | Moderate CRF ( | High CRF ( | |||||||
| M ± SD | M ± SD | M ± SD | M ± SD | M ± SD | M ± SD | F |
| F |
| F |
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| SBP (mmHg) | 129 ± 12 | 130 ± 8 | 129 ± 15 | 132 ± 14 | 132 ± 15 | 127 ± 13 | 1.6 | 0.009 | 1.2 | 0.013 | 3.0 | 0.032 |
| DBP (mmHg) | 88 ± 11 | 86 ± 7 | 83 ± 10 | 86 ± 12 | 86 ± 10 | 83 ± 11 | 0.5 | 0.002 | 2.9 | 0.031 | 0.7 | 0.007 |
| BMI (kg·m−2) | 27.8 ± 4.7 | 26.3 ± 3.3 | 24.0 ± 2.7 | 26.6 ± 4.0 | 25.8 ± 3.4 | 25.8 ± 2.6 | 0.0 | 0.000 | 7.1 ** | 0.071 | 1.6 | 0.017 |
| Waist circumference (cm) | 97.6 ± 13.6 | 93.9 ± 10.9 | 85.6 ± 9.0 | 95.1 ± 12.3 | 90.4 ± 9.3 | 88.6 ± 8.9 | 0.0 | 0.000 | 11.8 *** | 0.114 | 0.9 | 0.010 |
| Body fat (%) | 24.9 ± 7.7 | 20.8 ± 5.5 | 20.4 ± 7.3 | 23.6 ± 6.2 | 23.4 ± 8.2 | 19.8 ± 7.0 | 0.5 | 0.003 | 22.1 *** | 0.194 | 1.4 | 0.015 |
| TC (mmol·L−1) | 5.1 ± 1.4 | 5.1 ± 1.1 | 5.1 ± 0.9 | 5.3 ± 1.2 | 4.9 ± 0.8 | 4.8 ± 0.8 | 0.2 | 0.000 | 0.7 | 0.007 | 1.1 | 0.012 |
| HDL-C (mmol·L−1) | 1.7 ± 0.4 | 1.8 ± 0.4 | 2.0 ± 0.4 | 1.6 ± 0.5 | 1.8 ± 0.5 | 1.9 ± 0.3 | 0.2 | 0.001 | 5.5 ** | 0.056 | 0.0 | 0.000 |
| LDL-C (mmol·L−1) | 2.5 ± 1.0 | 2.4 ± 0.8 | 2.5 ± 0.8 | 2.6 ± 0.8 | 2.4 ± 0.7 | 2.3 ± 0.6 | 0.0 | 0.000 | 0.6 | 0.007 | 0.7 | 0.007 |
| TG (mmol·L−1) | 1.9 ± 1.3 | 2.0 ± 1.5 | 1.4 ± 0.6 | 2.3 ± 1.9 | 1.6 ± 1.0 | 1.4 ± 0.7 | 0.1 | 0.001 | 3.7 * | 0.038 | 1.9 | 0.020 |
| HbA1c (%) | 5.5 ± 0.3 | 5.5 ± 0.4 | 5.4 ± 0.2 | 5.5 ± 0.3 | 5.5 ± 0.2 | 5.4 ± 0.2 | 0.0 | 0.000 | 3.6 * | 0.038 | 0.2 | 0.003 |
| Total cardiometabolic risk | 2.8 ± 7.7 | 0.8 ± 5.0 | −2.0 ± 4.9 | 2.4 ± 6.7 | 0.3 ± 5.2 | −2.0 ± 4.0 | 0.5 | 0.003 | 13.3 *** | 0.127 | 0.2 | 0.002 |
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| Burnout symptoms | 2.3 ± 0.9 | 2.4 ± 1.1 | 2.4 ± 0.8 | 2.6 ± 0.9 | 2.9 ± 1.4 | 2.9 ± 1.0 | 15.9 *** | 0.080 | 1.0 | 0.010 | 1.8 | 0.020 |
| Sleep complaints | 7.7 ± 4.1 | 7.2 ± 3.5 | 6.4 ± 3.6 | 8.8 ± 4.3 | 9.4 ± 5.2 | 9.1 ± 5.0 | 6.5 * | 0.034 | 0.6 | 0.007 | 1.6 | 0.017 |
| Overall mental distress | 1.4 ± 2.0 | 1.1 ± 2.0 | 0.9 ± 1.8 | 1.8 ± 2.1 | 2.9 ± 3.3 | 2.5 ± 3.2 | 14.1 *** | 0.071 | 1.0 | 0.010 | 1.2 | 0.013 |
Notes: SBP = Systolic Blood Pressure; DBP = Diastolic Blood Pressure; BMI = Body Mass Index; TC = Total Cholesterol; HDL-C = High-Density Lipoprotein Cholesterol; LDL-C = Low-Density Lipoprotein Cholesterol; TG = Triglycerides; HbA1c = Glycated Hemoglobin; JDC = Job Demands and Control; CRF = Cardiorespiratory Fitness; M = Mean; SD = Standard Deviation. All analyses controlled for age, gender, education, employment rate, relationship status, children at home, caregiving responsibility, supervisor status, shift-work status, medication intake. * p < 0.05. ** p < 0.01. *** p < 0.001.
Differences in cardiometabolic risk factors, and mental health indicators, dependent on participants’ levels of CRF and perceived occupational stress (as assessed via the effort-reward imbalance [ERI] score).
| Low Occupational Stress (ERI Score) | High Occupational Stress (ERI Score) | Stress (ERI) | CRF | Stress (ERI) × CRF | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Low CRF ( | Moderate CRF ( | High CRF ( | Low CRF ( | Moderate CRF ( | High CRF ( | |||||||
| M ± SD | M ± SD | M ± SD | M ± SD | M ± SD | M ± SD | F |
| F |
| F |
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| SBP (mmHg) | 130 ± 13 | 130 ± 11 | 129 ± 15 | 131 ± 12 | 132 ± 15 | 127 ± 13 | 0.1 | 0.001 | 1.9 | 0.020 | 1.8 | 0.019 |
| DBP (mmHg) | 87 ± 11 | 85 ± 8 | 83 ± 11 | 87 ± 12 | 87 ± 10 | 83 ± 7 | 0.2 | 00.001 | 4.1 * | 0.043 | 1.3 | 0.014 |
| BMI (kg·m−2) | 27.0 ± 3.8 | 25.9 ± 3.4 | 24.4 ± 2.8 | 28.1 ± 5.6 | 26.8 ± 3.0 | 25.2 ± 2.4 | 1.7 | 0.009 | 9.7 *** | 0.095 | 1.1 | 0.012 |
| Waist circumference (cm) | 95.5 ± 11.8 | 92.5 ± 10.5 | 86.2 ± 8.8 | 99.2 ± 15.3 | 92.2 ± 10.1 | 89.3 ± 9.3 | 0.2 | 0.001 | 12.6 *** | 0.121 | 0.4 | 0.004 |
| Body fat (%) | 24.4 ± 8.0 | 20.0 ± 6.1 | 20.7 ± 7.0 | 24.6 ± 6.0 | 24.4 ± 8.5 | 18.4 ± 8.2 | 0.7 | 0.004 | 21.2 *** | 0.187 | 0.1 | 0.002 |
| TC (mmol·L−1) | 4.9 ± 1.0 | 5.0 ± 1.0 | 5.0 ± 0.8 | 5.6 ± 1.7 | 5.2 ± 0.9 | 5.0 ± 0.9 | 2.4 | 0.013 | 1.3 | 0.014 | 3.0 * | 0.032 |
| HDL-C (mmol·L−1) | 1.7 ± 0.4 | 1.7 ± 0.4 | 1.9 ± 0.4 | 1.7 ± 0.5 | 1.9 ± 0.4 | 1.9 ± 0.4 | 0.7 | 0.004 | 5.5 ** | 0.057 | 0.1 | 0.001 |
| LDL-C (mmol·L−1) | 2.5 ± 0.9 | 2.4 ± 0.7 | 2.4 ± 0.7 | 2.7 ± 1.0 | 2.4 ± 0.8 | 2.5 ± 0.7 | 0.1 | 0.000 | 0.9 | 0.011 | 0.8 | 0.009 |
| TG (mmol·L−1) | 1.7 ± 0.9 | 1.7 ± 1.3 | 1.4 ± 0.6 | 2.5 ± 2.2 | 2.0 ± 1.4 | 1.4 ± 0.8 | 3.4 | 0.018 | 4.9 ** | 0.050 | 3.6 * | 0.038 |
| HbA1c (%) | 5.5 ± 0.3 | 5.5 ± 0.4 | 5.4 ± 0.2 | 5.5 ± 0.4 | 5.5 ± 0.2 | 5.4 ± 0.2 | 1.2 | 0.007 | 2.9 | 0.031 | 0.6 | 0.007 |
| Total cardiometabolic risk | 1.7 ± 5.9 | 0.4 ± 5.1 | −2.1 ± 4.5 | 4.5 ± 9.3 | 0.9 ± 5.2 | −1.7 ± 4.5 | 0.5 | 0.003 | 16.8 *** | 0.154 | 3.1 * | 0.033 |
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| Burnout symptoms | 2.3 ± 0.9 | 2.4 ± 1.1 | 2.4 ± 0.8 | 2.6 ± 0.9 | 3.1 ± 1.2 | 3.0 ± 1.2 | 14.1 *** | 0.071 | 2.2 | 0.023 | 1.5 | 0.016 |
| Sleep complaints | 7.7 ± 4.1 | 7.2 ± 3.5 | 6.4 ± 3.6 | 8.8 ± 4.3 | 9.4 ± 5.2 | 9.1 ± 5.0 | 10.0 ** | 0.049 | 0.6 | 0.007 | 1.0 | 0.010 |
| Overall mental distress | 1.4 ± 2.0 | 1.1 ± 2.0 | 0.9 ± 1.8 | 1.8 ± 2.1 | 2.9 ± 3.3 | 2.5 ± 3.2 | 17.1 *** | 0.081 | 1.1 | 0.011 | 1.0 | 0.011 |
Notes: SBP = Systolic Blood Pressure; DBP = Diastolic Blood Pressure; BMI = Body Mass Index; TC = Total Cholesterol; HDL = High Density Lipoproteins; LDL = Low Density Lipoproteins; TG = Triglycerides; HbA1c = Glycated Hemoglobin; ERI = Effort Reward Imbalance; CRF = Cardiorespiratory Fitness, M = Mean; SD = Standard Deviation. All analyses controlled for age, gender, education, employment rate, relationship status, children at home, caregiving responsibility, supervisor status, shift-work status, and medication intake. * p < 0.05. ** p < 0.01. *** p < 0.001.
Figure 1Graphical representation of the interaction between occupational stress (as assessed with the ERI ration) and cardiorespiratory fitness on total cardiometabolic risk. Note: Higher scores on the total cardiometabolic risk index reflect higher cardiometabolic risk.