| Literature DB >> 35051963 |
Machi Suka1, Takashi Shimazaki, Takashi Yamauchi, Hiroyuki Yanagisawa.
Abstract
OBJECTIVE: To examine whether the incidence of health problems increases during the COVID-19 pandemic.Entities:
Mesh:
Year: 2022 PMID: 35051963 PMCID: PMC9083310 DOI: 10.1097/JOM.0000000000002486
Source DB: PubMed Journal: J Occup Environ Med ISSN: 1076-2752 Impact factor: 2.306
FIGURE 1The number of COVID-19 infections in Japan.
Baseline Characteristics of the Pre- and Peri-pandemic Cohorts
| Pre-Pandemic Cohort | Peri-Pandemic Cohort | |||
| N | Prevalence | N | Prevalence | |
| Male | ||||
| N | 32,792 | 20,253 | ||
| Age, mean (SD) | 43.6 | (11.2) | 43.9 | (11.1) |
| BMI, mean (SD) | 23.7 | (3.6) | 23.8 | (3.7) |
| Health problems | ||||
| Overweight | 10,002 | 30.5% | 6,341 | 31.3% |
| Hypertension | 3,680 | 11.2% | 2,452 | 12.1% |
| Hypercholesterolemia | 8,745 | 26.7% | 5,645 | 27.9% |
| Hyperglycemia | 4,243 | 12.9% | 2,736 | 13.5% |
| Liver damage | 4,605 | 14.0% | 2,919 | 14.4% |
| Unhealthy habits | ||||
| Snacking | 22,562 | 68.8% | 14,354 | 70.9% |
| Heavy drinking | 4,095 | 12.5% | 2,411 | 11.9% |
| Physical inactivity | 14,349 | 43.8% | 8,244 | 40.7% |
| Sleep deprivation | 12,213 | 37.2% | 8,007 | 39.5% |
| Female | ||||
| N | 24,398 | 15,937 | ||
| Age, mean (SD) | 41.0 | (12.0) | 41.2 | (12.0) |
| BMI, mean (SD) | 21.5 | (3.5) | 21.6 | (3.6) |
| Health problems | ||||
| Overweight | 3,362 | 13.8% | 2,369 | 14.9% |
| Hypertension | 1,019 | 4.2% | 754 | 4.7% |
| Hyperglycemia | 4,398 | 18.0% | 3,257 | 20.4% |
| Hyperglycemia | 1,777 | 7.3% | 971 | 6.1% |
| Liver damage | 590 | 2.4% | 392 | 2.5% |
| Unhealthy habits | ||||
| Snacking | 21,353 | 87.5% | 13,919 | 87.3% |
| Heavy drinking | 588 | 2.4% | 356 | 2.2% |
| Physical inactivity | 11,372 | 46.6% | 6876 | 43.1% |
| Sleep deprivation | 10,315 | 42.3% | 6725 | 42.2% |
One-Year Incidence of Health Problems
| Pre-Pandemic Cohort | Peri-Pandemic Cohort | Standardized Incidence Ratio | |||
| N | Incidence | N | Incidence | 95% CI | |
| Male | |||||
| Overweight | 22,790 | 1,101 | 13,912 | 874 | 1.30 |
| 4.8% | 6.3% | 1.21–1.38 | |||
| Hypertension | 29,112 | 1,868 | 17,801 | 1,395 | 1.21 |
| 6.4% | 7.8% | 1.15–1.27 | |||
| Hypercholesterolemia | 24,047 | 3,186 | 14,608 | 1,678 | 0.86 |
| 13.2% | 11.5% | 0.82–0.90 | |||
| Hyperglycemia | 28,549 | 1,345 | 17,517 | 967 | 1.17 |
| 4.7% | 5.5% | 1.09–1.24 | |||
| Liver damage | 28,187 | 1,696 | 17,334 | 1,545 | 1.48 |
| 6.0% | 8.9% | 1.41–1.55 | |||
| Female | |||||
| Overweight | 21,036 | 474 | 13,568 | 374 | 1.22 |
| 2.3% | 2.8% | 1.09–1.34 | |||
| Hypertension | 23,379 | 557 | 15,183 | 434 | 1.19 |
| 2.4% | 2.9% | 1.07–1.30 | |||
| Hypercholesterolemia | 20,000 | 1,859 | 12,680 | 926 | 0.78 |
| 9.3% | 7.3% | 0.73–0.84 | |||
| Hyperglycemia | 22,621 | 694 | 14,966 | 532 | 1.15 |
| 3.1% | 3.6% | 1.06–1.25 | |||
| Liver damage | 23,808 | 285 | 15,545 | 309 | 1.65 |
| 1.2% | 2.0% | 1.47–1.84 | |||
One-Year Incidence of Unhealthy Habits
| Pre-Pandemic Cohort | Peri-Pandemic Cohort | Standardized Incidence Ratio | |||
| N | Incidence | N | Incidence | 95% CI | |
| Male | |||||
| Snacking | 10,230 | 3,135 | 5,899 | 1,735 | 0.96 |
| 30.6% | 29.4% | 0.91–1.00 | |||
| Heavy drinking | 28,697 | 1,060 | 17,842 | 694 | 1.05 |
| 3.7% | 3.9% | 0.97–1.13 | |||
| Physical inactivity | 18,443 | 2,888 | 12,009 | 2,430 | 1.29 |
| 15.7% | 20.2% | 1.24–1.34 | |||
| Sleep deprivation | 20,579 | 3,105 | 12,246 | 1,310 | 0.71 |
| 15.1% | 10.7% | 0.67–0.75 | |||
| Female | |||||
| Snacking | 3,045 | 1,421 | 2,018 | 837 | 0.89 |
| 46.7% | 41.5% | 0.83–0.95 | |||
| Heavy drinking | 23,810 | 221 | 15,581 | 179 | 1.24 |
| 0.9% | 1.1% | 1.06–1.42 | |||
| Physical inactivity | 13,026 | 2,375 | 9,061 | 2,013 | 1.22 |
| 18.2% | |||||
| 22.2% | 1.16–1.27 | ||||
| Sleep deprivation | 14,083 | 2,555 | 9,212 | 1,151 | 0.69 |
| 18.1% | 12.5% | 0.65–0.73 | |||
Effect of Weight Change on Incidence of Health Problems in the Peri-Pandemic Cohort
| Male | Female | |||
| Odds Ratio∗ | 95% CI | Odds Ratio∗ | 95% CI | |
| Hypertension | (N = 17,801) | (N= 15,183) | ||
| + 10 < kg | 2.52 | 1.71–3.70 | 2.80 | 1.54–5.09 |
| +6 <∼+10 | 1.63 | 1.30–2.05 | 0.99 | 0.62–1.60 |
| +2 <∼+6 | 1.36 | 1.19–1.55 | 1.20 | 0.95–1.51 |
| –2 <∼<+2 | 1.00 | Reference | 1.00 | Reference |
| –6∼<–2 | 0.73 | 0.61–0.88 | 0.84 | 0.62–1.13 |
| –10∼<–6 | 0.74 | 0.51–1.06 | 0.66 | 0.34–1.27 |
| <–10 | 0.28 | 0.12–0.63 | 0.87 | 0.37–2.02 |
| p for trend | <0.001 | 0.001 | ||
| Hypercholesterolemia | (N= 14,608) | (N= 12,680) | ||
| + 10 < kg | 2.76 | 1.99–3.84 | 3.15 | 2.12–4.68 |
| +6<∼+10 | 2.05 | 1.69–2.47 | 1.52 | 1.15–2.00 |
| +2<∼+6 | 1.43 | 1.27–1.62 | 1.40 | 1.19–1.64 |
| –2<∼<+2 | 1.00 | Reference | 1.00 | Reference |
| –6∼<–2 | 0.75 | 0.63–0.89 | 0.77 | 0.62–0.96 |
| –10∼<–6 | 0.41 | 0.26–0.64 | 0.98 | 0.66–1.47 |
| <–10 | 0.60 | 0.33–1.10 | 1.17 | 0.64–2.16 |
| p for trend | <0.001 | <0.001 | ||
| Hyperglycemia | (N= 17,517) | (N= 14,966) | ||
| + 10< kg | 3.02 | 1.99–4.60 | 1.83 | 1.04–3.21 |
| +6<∼+10 | 1.87 | 1.45–2.40 | 1.10 | 0.76–1.60 |
| +2<∼+6 | 1.54 | 1.32–1.80 | 1.03 | 0.84–1.27 |
| –2<∼<+2 | 1.00 | Reference | 1.00 | Reference |
| –6∼<–2 | 0.80 | 0.64–1.00 | 0.67 | 0.51–0.89 |
| –10∼<–6 | 0.59 | 0.35–0.98 | 0.54 | 0.29–0.99 |
| <–10 | 0.33 | 0.12–0.90 | 0.35 | 0.11–1.11 |
| p for trend | <0.001 | <0.001 | ||
| Liver damage | (N= 17,334) | (N= 15,545) | ||
| + 10< kg | 5.16 | 3.79–7.04 | 3.54 | 1.90–6.60 |
| +6<∼+10 | 3.81 | 3.18–4.56 | 2.37 | 1.57–3.59 |
| +2<∼+6 | 2.21 | 1.95–2.51 | 1.76 | 1.35–2.30 |
| –2<∼<+2 | 1.00 | Reference | 1.00 | Reference |
| –6∼<–2 | 0.56 | 0.45–0.70 | 0.72 | 0.48–1.09 |
| –10∼<–6 | 0.18 | 0.09–0.37 | 0.88 | 0.42–1.82 |
| <–10 | 0.13 | 0.04–0.41 | 0.71 | 0.22–2.26 |
| p for trend | <0.001 | <0.001 | ||
Adjusted for age and BMI at baseline.
Effect of Lifestyle Habit Changes on Weight Gain in the Peri-Pandemic Cohort
| Male | Female | |||
| Odds Ratio∗ | 95% CI | Odds Ratio∗ | 95% CI | |
| Snacking | ||||
| Develop | 1.16 | 1.05–1.29 | 1.10 | 0.93–1.30 |
| Quit | 0.87 | 0.79–0.96 | 0.74 | 0.64–0.85 |
| Continue | 1.09 | 1.02–1.17 | 1.11 | 0.99–1.24 |
| Heavy drinking | ||||
| Develop | 1.22 | 1.06–1.41 | 1.12 | 0.85–1.47 |
| Quit | 0.84 | 0.73–0.96 | 1.04 | 0.76–1.42 |
| Continue | 0.96 | 0.87–1.06 | 1.21 | 0.94–1.54 |
| Physical inactivity | ||||
| Develop | 1.31 | 1.20–1.42 | 1.33 | 1.21–1.45 |
| Quit | 0.86 | 0.78–0.94 | 0.89 | 0.81–0.98 |
| Continue | 1.08 | 1.02–1.14 | 1.04 | 0.97–1.11 |
| Sleep deprivation | ||||
| Develop | 0.97 | 0.87–1.08 | 1.06 | 0.95–1.19 |
| Quit | 1.14 | 1.05–1.23 | 1.11 | 1.02–1.21 |
| Continue | 1.06 | 0.99–1.13 | 1.03 | 0.97–1.11 |
Adjusted for age and BMI at baseline.