| Literature DB >> 30252873 |
Charles Lung-Cheng Huang1,2, Ming-Ping Wu3,4, Chung-Han Ho5,6, Jhi-Joung Wang5.
Abstract
The high level of occupational stress and burnout among nurses can lead to insomnia, anxiety, and depression. However, the actual risks for healthcare-seeking for these stress-related mental health problems among nurses are still unclear. The aim of this study was to explore the risks and influencing factors of treated anxiety, depression, and insomnia among nurses. We used claims data obtained from the 2010 National Health Insurance Research Database (NHIRD) in Taiwan. Hospital nurses who had at least 3 coded ambulatory care claims or 1 inpatient claim with a principal diagnosis of anxiety, depression, or insomnia were identified. A cohort of 46,120 nurses and 92,240 matched controls were included. All the study subjects were followed up until the onset of any of the aforementioned outcomes, death, or the end of 2012. Results showed that the adjusted hazard ratios (HRs) for treated anxiety, depression, and insomnia among all the nurses were 0.91 (95% CI, 0.88-0.95), 0.59 (95% CI, 0.55-0.63), and 1.43 (95% CI, 1.38-1.48), respectively. Furthermore, the risks of these psychiatric problems in healthcare-seeking nurses were affected by age, gender, hospital level, and job tenure. Our findings suggest that hospital nurses have lower hazards of treated anxiety and depression than the general population, although they have a higher hazard of treated insomnia. There may be undertreatment in some subgroups of nurses with different demographic and working characteristics.Entities:
Mesh:
Year: 2018 PMID: 30252873 PMCID: PMC6155527 DOI: 10.1371/journal.pone.0204224
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Flowchart showing the selection of the patient populations evaluated in the study.
aLHID = Longitudinal Health Insurance Database 2000.
Comparison of demographic and clinical characteristics of nurses and general population.
| General population (%) | Nurses (%) | p-value | |
|---|---|---|---|
| Age group, n(%) | |||
| < = 29 | 42198(45.75) | 21099(45.75) | 1.0000 |
| 30–44 | 42480(46.05) | 21240(46.05) | |
| > = 45 | 7562(8.20) | 3781(8.20) | |
| Gender, n(%) | |||
| Male | 1730(1.88) | 865(1.88) | 1.0000 |
| Female | 90510(98.12) | 45255(98.12) | |
| Comorbidities, n(%) | |||
| DM | 1000(1.08) | 505(1.09) | 0.8546 |
| HTN | 2001(2.17) | 1212(2.63) | < .0001 |
| CAD | 264(0.29) | 148(0.32) | 0.2642 |
| Hyperlipidemia | 1344(1.46) | 1455(3.15) | < .0001 |
| CCI score, n(%) | |||
| 0 | 85611(92.81) | 40305(87.39) | < .0001 |
| 1 | 5071(5.50) | 4625(10.03) | |
| > = 2 | 1558(1.69) | 1190(2.58) | |
| Hospital level, n(%) | |||
| Medical center | n/a | 18499(40.09) | |
| Regional hospital | n/a | 19776(42.88) | |
| Local hospital | n/a | 7855(17.03) | |
| Job tenure (years), n(%) | |||
| < = 3 | n/a | 19607(42.52) | |
| 4–8 | n/a | 17786(38.56) | |
| > = 9 | n/a | 8727(18.92) | |
| Outcome | |||
| Anxiety, n(%) | 8828(9.57) | 4382(9.50) | 0.6789 |
| Time to Anxiety(months), | 14.70(4.84–24.38) | 14.05(4.61–23.95) | 0.1691 |
| Depression, n(%) | 3597(3.90) | 1159(2.51) | < .0001 |
| Time to Depression(months), | 12.70(3.39–22.83) | 12.86(2.99–22.93) | 0.8606 |
| Insomnia, n(%) | 7845(8.50) | 5864(12.71) | < .0001 |
| Time to Insomnia(months), | 14.31(5.03–24.34) | 13.45(4.34–23.65) | 0.0039 |
Note: The p-values are from the Pearson’s chi-squared test for categorical variables and from Wilcoxon’s rank-sum test for continuous variables.
Overall and stratified hazard ratios of anxiety, depression, and insomnia among nurses (vs. controls).
| Anxiety | Depression | Insomnia | |
|---|---|---|---|
| Adjusted HR (95% C.I.) | Adjusted HR (95% C.I.) | Adjusted HR (95% C.I.) | |
| Overall | 0.91(0.88–0.95) | 0.59(0.55–0.63) | 1.43(1.38–1.48) |
| Age group | |||
| < = 29 | 1.17(1.10–1.24) | 0.66(0.59–0.73) | 1.95(1.84–2.06) |
| 30–44 | 0.85(0.81–0.90) | 0.57(0.52–0.63) | 1.33(1.26–1.39) |
| > = 45 | 0.63(0.57–0.69) | 0.46(0.37–0.57) | 0.79(0.72–0.88) |
| Gender | |||
| Male | 1.08(0.76–1.53) | 0.63(0.33–1.18) | 2.18(1.63–2.91) |
| Female | 0.91(0.88–0.95) | 0.59(0.55–0.63) | 1.42(1.37–1.47) |
| Hospital level | |||
| Medical center | 0.64(0.60–0.68) | 0.45(0.41–0.50) | 1.12(1.06–1.18) |
| Regional hospital | 0.97(0.92–1.02) | 0.60(0.55–0.66) | 1.44(1.38–1.51) |
| Local hospital | 1.42(1.33–1.51) | 0.85(0.76–0.96) | 2.09(1.97–2.21) |
| Job tenure | |||
| < = 3 | 0.80(0.76–0.84) | 0.54(0.49–0.59) | 1.25(1.19–1.31) |
| 4–8 | 1.03(0.98–1.09) | 0.66(0.60–0.72) | 1.65(1.58–1.73) |
| > = 9 | 0.93(0.87–0.99) | 0.57(0.50–0.65) | 1.30(1.27–1.44) |
*p<0.05.
**p < .0001.
Note: The model was compared with the general population, and the risk was adjusted for age, gender, medical comorbidities, and CCI score.
Comparison of hazard ratios of anxiety, depression, and insomnia among nurses.
| Anxiety | Depression | Insomnia | |
|---|---|---|---|
| Adjusted HR | Adjusted HR | Adjusted HR | |
| Age group | |||
| < = 29 | 1.00(ref.) | 1.00(ref.) | 1.00(ref.) |
| 30–44 | 1.13(1.05–1.21) | 1.17(1.03–1.34) | 1.14(1.07–1.12)** |
| > = 45 | 1.39(1.25–1.55) | 1.11(0.89–1.38) | 1.17(1.06–1.29) |
| Gender | |||
| Male | 0.61(0.46–0.81) | 0.59(0.34–1.03) | 0.92(0.76–1.12) |
| Female | 1.00(ref.) | 1.00(ref.) | 1.00(ref.) |
| Hospital level | |||
| Medical center | 1.00(ref.) | 1.00(ref.) | 1.00(ref.) |
| Regional hospital | 1.45(1.35–1.56) | 1.31(1.14–1.50) | 1.22(1.15–1.29) |
| Local hospital | 2.17(2.00–2.36) | 1.89(1.61–2.21) | 1.81(1.69–1.94) |
| Job tenure | |||
| < = 3 | 1.00(ref.) | 1.00(ref.) | 1.00(ref.) |
| 4–8 | 1.09(1.02–1.17) | 1.11(0.97–1.27) | 1.15(1.09–1.22) |
| > = 9 | 1.13(1.04–1.23) | 1.00(0.85–1.18) | 1.10(1.02–1.18) |
*p<0.05.
**p < .0001.
Note: The model was adjusted for the medical comorbidities and CCI score.
Fig 2Kaplan-Meier curves of anxiety, depression, and insomnia risk by job tenure.