| Literature DB >> 29318183 |
Fumihiko Koyama1, Takeshi Yoda2, Tomohiro Hirao2.
Abstract
OBJECTIVES: This study aimed to identify a correlation between insomnia and the occurrence of depression among Japanese hospital employees using the data obtained from a self-reported questionnaire.Entities:
Keywords: Chronic pain; Early detection; Fatigue; Insomnia; Lifestyle-related diseases; depression
Year: 2017 PMID: 29318183 PMCID: PMC5757352 DOI: 10.1515/med-2017-0056
Source DB: PubMed Journal: Open Med (Wars)
Demographic characteristics by existence of sleeping disorder
| Variables | Non insomnia N=3,897 | (%) | Insomnia N=840 | (%) | p | |
|---|---|---|---|---|---|---|
| Gender | Male | 952 | 87 | 146 | 13 | <0.001 |
| Female | 2,945 | 81 | 694 | 19 | ||
| Age | 20-29 | 1,155 | 82 | 257 | 18 | 0.38 |
| 30-39 | 1,129 | 84 | 222 | 16 | ||
| 40-49 | 941 | 82 | 201 | 18 | ||
| over 50 | 672 | 81 | 160 | 19 | ||
| Occupation | Doctor | 287 | 90 | 33 | 10 | <0.001 |
| Nurse | 2,389 | 80 | 616 | 20 | ||
| Medical care personnel | 586 | 88 | 83 | 12 | ||
| Administrative staff | 504 | 86 | 82 | 14 | ||
| Skilled professionals | 131 | 83 | 26 | 17 | ||
| Overtime work per month (hours) | ||||||
| under 20 | 2,648 | 83 | 549 | 17 | 0.006 | |
| 20-39 | 849 | 79 | 223 | 21 | ||
| 40-79 | 320 | 84 | 59 | 16 | ||
| over 80 | 80 | 90 | 9 | 10 | ||
| Lifestyle related diseases | ||||||
| Hypertension | 287 | 7 | 81 | 10 | 0.025 | |
| Diabetes | 85 | 2 | 24 | 3 | 0.236 | |
| Metabolic Syndrome | 308 | 8 | 95 | 11 | 0.001 | |
| Low back pain | 875 | 22 | 291 | 35 | <0.001 | |
| Headache | 607 | 16 | 243 | 29 | <0.001 | |
| Fatigue score, Mean, (SD) | 6.2 | (2.4) | 7.4 | (2.7) | <0.001 | |
| Depression score, Mean, (SD) | 9.8 | (3.9) | 12.1 | (4.9) | <0.001 | |
| Fatigue+Depression, Mean, (SD) | 16.4 | (5.4) | 20.2 | (6.5) | <0.001 | |
SD; Standard deviation
All p values are for comparison of the characteristics of existence of insomnia and non-insomnia by analyses with the t-test or chisquare test.
Logistic regression analysis regarding factors associated with chronic insomnia
| Explanatory variable | Odds Ratio (95%CI) | P | |
|---|---|---|---|
| Gender | Male | 1 | |
| Female | 1.10(0.84-1.44) | 0.472 | |
| Age (years) | 20–29 | 1 | |
| 30–39 | 0.96(0.78-1.18) | 0.74 | |
| 40–49 | 1.07(0.86-1.33) | 0.533 | |
| Over 50 | 1.42(1.10-1.82) | 0.005 | |
| Occupation | Doctor | 1 | |
| Nurse | 1.60(1.03-2.55) | 0.034 | |
| Medical care personnel | 1.05(0.67-1.69) | 0.81 | |
| Administrative staff | 1.23(0.79-1.97) | 0.351 | |
| Skilled professionals | 1.50(0.82-2.70) | 0.178 | |
| Overtime working | Under 20 | 1 | |
| (hours per month) | 20–39 | 1.09(0.90-1.31) | 0.342 |
| 40–79 | 0.90(0.65-1.23) | 0.54 | |
| Over 80 | 0.59(0.26-1.20) | 0.155 | |
| Lifestyle-related disease | Hypertension | 1.25(0.92-1.69) | 0.146 |
| Diabetes | 0.80(0.46-1.34) | 0.417 | |
| Metabolic syndrome | 1.29(0.97-1.69) | 0.072 | |
| Lower back pain | 1.33(1.11-1.58) | 0.001 | |
| Headache | 1.66(1.37-2.00) | <0.001 | |
| Fatigue score | 1.02(0.93-1.15) | 0.384 | |
| Depression score | 1.10(1.05-1.18) | <0.001 | |
CI: Confidence Interval
This model’s evaluation: Likelyfood-ratio test: p<0.001, Nagaike R square=0.104, AICc=4157.4
The model adjusted for gender, age group, Occupation, Overtime working hours per month, Lifestyle-related diseases such as Hypertension, Diabetes, Metabolic Syndrome, Lower back pain, Headache, fatigue score, and Depression score
p<0.05
Multiple regression analysis by gender with depression criterion variable
| Explanatory variable | Male (N = 1,098) | Female (N = 3,639) | |||
|---|---|---|---|---|---|
| b | P | b | P | ||
| Age (years) | 20–29 | -0.114 | 0.543 | 0.494 | <0.001 |
| 30–39 | 0.357 | 0.016 | -0.281 | <0.001 | |
| 40–49 | -0.073 | 0.619 | -0.243 | <0.001 | |
| Over 50 | -0.169 | 0.291 | 0.029 | 0.785 | |
| Occupation | Doctor | -0.331 | 0.08 | -0.007 | 0.982 |
| Nurse | 0.103 | 0.673 | 0.21 | 0.088 | |
| Medical care personnel | -0.084 | 0.589 | 0.219 | 0.188 | |
| Administrative staff | 0.475 | 0.003 | -0.011 | 0.946 | |
| Skilled professionals | -0.164 | 0.542 | -0.41 | 0.14 | |
| Overtime working | Under 20 | 0.09 | 0.588 | -0.126 | 0.431 |
| (hours per month) | 20–39 | 0.26 | 0.115 | -0.04 | 0.811 |
| 40–79 | -0.27 | 0.153 | 0.114 | 0.582 | |
| Over 80 | -0.08 | 0.784 | 0.053 | 0.901 | |
| Lifestyle-related disease | Hypertension | 0.193 | 0.096 | -0.234 | 0.058 |
| Diabetes | -0.07 | 0.717 | 0.399 | 0.075 | |
| Metabolic syndrome | 0.258 | 0.023 | 0.064 | 0.562 | |
| Lower back pain | -0.129 | 0.222 | 0.024 | 0.675 | |
| Headache | 0.045 | 0.765 | 0.026 | 0.666 | |
| Insomnia | Yes | 0.48 | <0.001 | 0.485 | <0.001 |
| Fatigue score | 1.18 | <0.001 | 1.151 | <0.001 | |
Adjusted R square; Male:0.518, Female:0.532
p<0.05