| Literature DB >> 34432058 |
Ilona Merikanto1,2,3, Laura Kortesoja4, Christian Benedict5, Frances Chung6,7, Jonathan Cedernaes8,9, Colin A Espie10, Charles M Morin11, Yves Dauvilliers12, Markku Partinen13, Luigi De Gennaro14,15, Yun Kwok Wing16, Ngan Yin Chan17, Yuichi Inoue18, Kentaro Matsui19, Brigitte Holzinger20, Giuseppe Plazzi21,22, Sérgio Arthuro Mota-Rolim23, Damien Leger24, Thomas Penzel25, Bjørn Bjorvatn26.
Abstract
STUDYEntities:
Keywords: chronotype; circadian rhythms; coronavirus; depression; eveningness; insomnia; sleep quality; stress
Mesh:
Year: 2022 PMID: 34432058 PMCID: PMC8499764 DOI: 10.1093/sleep/zsab216
Source DB: PubMed Journal: Sleep ISSN: 0161-8105 Impact factor: 5.849
Descriptive socioeconomic and pandemic-related information by circadian type
| Definitive evening-types | Moderate evening-types | Intermediate-types | Moderate morning- types | Definitive morning- types | P | |
|---|---|---|---|---|---|---|
| Age in years (mean, SE) | 33.8 (0.4) | 35.2 (0.3) | 41.7 (0.3) | 39.0 (0.3) | 43.8 (0.4) | <0.001 |
| Gender (%) | <0.001 | |||||
| Man | 26.2 | 27.8 | 36.1 | 27.5 | 28.2 | |
| Women | 73.8 | 72.2 | 63.9 | 72.5 | 71.8 | |
| Education (%) | <0.001 | |||||
| Primary/lower 2nd | 1.2 | 1.0 | 2.3 | 1.1 | 2.1 | |
| Secondary/high school | 24.3 | 26.5 | 24.7 | 20.0 | 19.3 | |
| Vocational | 8.5 | 8.5 | 10.1 | 9.5 | 8.6 | |
| Bachelor, RN, B.Sc | 40.0 | 41.4 | 41.2 | 41.9 | 39.9 | |
| Master | 18.8 | 16.9 | 14.9 | 19.8 | 20.5 | |
| Doctoral level MD, PhD | 7.2 | 5.7 | 6.8 | 7.6 | 9.6 | |
| Sleep need in hours per 24 hours | 7 h 59 min (0.06) | 7 h 46 min (0.03) | 7 h 32 min (0.03) | 7 h 36 min (0.03) | 7 h 26 min (0.05) | <0.001 |
| Present work during pandemic (%) | <0.001 | |||||
| Student | 30.8 | 26.0 | 16.6 | 20.0 | 11.7 | |
| Regular day work | 35.6 | 39.3 | 45.9 | 46.8 | 51.9 | |
| Irregular work | 8.9 | 8.7 | 7.6 | 8.4 | 8.5 | |
| Shift/night work | 3.9 | 4.1 | 5.0 | 3.6 | 3.4 | |
| Unemployed | 5.9 | 6.8 | 4.6 | 4.2 | 4.6 | |
| Retired | 3.5 | 4.5 | 8.8 | 7.5 | 10.4 | |
| At home without salary | 6.7 | 7.0 | 9.2 | 7.6 | 6.6 | |
| Temporarily laid off | 1.6 | 1.6 | 1.3 | 1.4 | 1.5 | |
| Lost job due to pandemic | 3.2 | 2.1 | 1.0 | 0.5 | 1.3 | |
| Suffered financial status due to pandemic (%) | <0.001 | |||||
| Not at all | 38.5 | 36.7 | 41.8 | 43.3 | 44.0 | |
| A little | 33.5 | 35.3 | 31.2 | 32.3 | 32.2 | |
| Somewhat | 14.7 | 15.6 | 15.1 | 13.3 | 13.1 | |
| Much | 8.3 | 8.3 | 8.2 | 7.8 | 6.9 | |
| Very much | 5.1 | 4.0 | 3.8 | 3.4 | 3.8 | |
| Confinement during pandemic (%) | ||||||
| No | 22.0 | 33.5 | 52.7 | 38.2 | 42.0 | <0.001 |
| Yes | 78.0 | 66.5 | 47.3 | 61.8 | 58.0 | |
| Duration of the confinement during pandemic (%) | <0.001 | |||||
| Not been in confinement | 22.0 | 33.5 | 52.7 | 38.2 | 42.0 | |
| ≤2 weeks | 8.1 | 9.4 | 7.5 | 9.2 | 8.1 | |
| 3 to 4 weeks | 6.2 | 5.5 | 5.0 | 5.3 | 6.4 | |
| 5 to 6 weeks | 4.3 | 4.6 | 3.5 | 5.0 | 4.2 | |
| 7 to 8 weeks | 7.0 | 7.1 | 6.0 | 6.2 | 6.5 | |
| >8 weeks | 52.5 | 39.9 | 25.3 | 36.2 | 32.8 | |
| Confinement reason | ||||||
| Confinement due to other reasons than COVID-19 symptoms (Society lockdown, work, travel) | 84.7 | 86.4 | 88.0 | 87.1 | 87.9 | |
| Partly due to lockdown, partly due to COVID-19 symptoms | 4.8 | 5.4 | 3.2 | 4.0 | 2.5 | 0.5 |
| Due to COVID-19 symptoms in participant or someone in the household | 10.5 | 8.2 | 8.8 | 9.0 | 9.6 | |
| Had COVID-19 | ||||||
| No/don’t know | 95.7 | 96.5 | 97.1 | 96.2 | 94.9 | 0.06 |
| Yes | 4.3 | 3.5 | 2.9 | 3.8 | 5.1 |
Differences between circadian types on categorical descriptive information were analyzed with chi-square tests within SPSS Complex Samples Crosstabs and continuous measurements with t-test within SPSS Complex Samples General Linear Model (CSGLM).
Sleep behavior before vs. amid the pandemic by circadian type
| Definitive evening-types | Moderate evening-types | Intermediate-types | Moderate morning-types | Definite morning-types | |
|---|---|---|---|---|---|
| Sleep per night in hours | |||||
| Before pandemic (Mean hh.mm) | 6 h 50 min | 6 h 53 min | 6 h 52 min | 7 h 5 min | 7 h 4 min |
| Before pandemic (B, 95% CI) | –0.2 (–0.3 ± –0.1)*** | –0.2 (–0.3 ± –0.1)*** | –0.2 (–0.3 ± –0.1)*** | 0.02 (–0.06 ± 0.1) | |
| During pandemic (Mean hh.mm) | 7 h 3 min | 7 h 7 min | 6 h 59 min | 7 h 13 min | 7 h 5 min |
| During pandemic (B, 95% CI) | –0.03 (–0.2 ± 0.1) | 0.03 (–0.08 ± 0.1) | –0.09 (–0.02 ± 0.01) | 0.1 (0.04 ± 0.3)** | |
| Change (Mean hh.mm) | +13 min | +14 min | +7 min | +8 min | +1 min |
| Sleep per 24 h in hours | |||||
| Before pandemic (Mean hh.mm) | 7 h 20 min | 7 h 14 min | 7 h 10 min | 7 h 22 min | 7 h 21 min |
| Before pandemic (B, 95% CI) | –0.02 (–0.2 ± 0.1) | –0.1 (–0.2 ± –0.01)* | –0.2 (–0.3 ± –0.1)*** | 0.02 (–0.08 ± 0.1) | |
| During pandemic (Mean hh.mm) | 7 h 57 min | 7 h 37 min | 7 h 24 min | 7 h 34 min | 7 h 28 min |
| During pandemic (B, 95% CI) | 0.5 (0.3 ± 0.7)*** | 0.2 (0.02 ± 0.3)* | –0.06 (–0.2 ± 0.2) | 0.1 (–0.02 ± 0.2) | |
| Change (Mean hh.mm) | +37 min | +23 min | +14 min | +12 min | +7 min |
| Bedtime on working days | |||||
| Before pandemic (Mean hh:mm) | 1:17 | 0:51 | 0:42 | 0:23 | 1:02 |
| Before pandemic (B, 95% CI) | 909.5 (–686.6 ± 2505.6) | –652.8 (–2210.0 ± 904.4) | –1218.3 (–2847.2 ± 410.7) | –2323.0 (–3887.7 ± –758.3)** | |
| During pandemic (Mean hh:mm) | 2:24 | 1:29 | 1:09 | 0:56 | 1:02 |
| During pandemic (B, 95% CI) | 4902.2 (3996.8 ± 5807.6)*** | 1608.3 (762.8 ± 2453.7)*** | 387.2 (–525.0 ± 1299.3) | –367.3 (–1258.5 ± 523.9) | |
| Change (Mean hh:mm) | +1 h 7 min | +38 min | +27 min | +33 min | 0 min |
| Wake-up time at working days | |||||
| Before pandemic (Mean hh:mm) | 7:35 | 7:05 | 6:49 | 6:33 | 6:21 |
| Before pandemic (B, 95% CI) | 4473.4 (3963.8 ± 4983.1)*** | 2655.6 (2262.5 ± 3048.7)*** | 1707.2 (1324.6 ± 2089.8)*** | 730.7 (363.3 ± 1098.0)*** | |
| During pandemic (Mean hh:mm) | 9:02 | 8:04 | 7:25 | 7:11 | 6:50 |
| During pandemic (B, 95% CI) | 7932.4 (7217.1 ± 8647.8)*** | 4430.0 (3954.1 ± 4906.0)*** | 2121.8 (1652.2 ± 2591.4)*** | 1260.3 (809.9 ± 1710.7)*** | |
| Change (Mean hh:mm) | +1 h 27 min | +59 min | +36 min | +38 min | +29 min |
| Bedtime on free days | |||||
| Before pandemic (Mean hh:mm) | 1:45 | 1:13 | 0:52 | 0:38 | 0:46 |
| Before pandemic (B, 95% CI) | 3559.5 (2765.9 ± 4353.9)*** | 1593.5 (958.4 ± 2228.5)*** | 355.9 (–257.1 ± 986.8) | –451.4 (–1115.5 ± 212.8) | |
| During pandemic (Mean hh:mm) | 2:34 | 1:42 | 1:13 | 1:02 | 1:15 |
| During pandemic (B, 95% CI) | 4749.4 (3926.3 ± 5572.4)*** | 1652.8 (916.2 ± 2389.4)*** | –98.0 (–848.1 ± 652.1) | –767.0 (–1561.5 ± 27.5) | |
| Change (Mean hh:mm) | +49 min | +29 min | +21 min | +24 min | +29 min |
| Wake-up time on free days | |||||
| Before pandemic (Mean hh:mm) | 9:34 | 8:52 | 8:03 | 7:51 | 7:30 |
| Before pandemic (B, 95% CI) | 7443.0 (6760.3 ± 8125.6)*** | 4921.2 (4417.6 ± 5424.7)*** | 2009.4 (1527.6 ± 2491.2)*** | 1268.9 (786.4 ± 1751.4)*** | |
| During pandemic (Mean hh:mm) | 10:06 | 9:07 | 8:15 | 8:02 | 7:34 |
| During pandemic (B, 95% CI) | 9137.9 (8417.4 ± 9858.5)*** | 5579.9 (5069.2 ± 6990.6)*** | 2450.2 (1948.9 ± 2951.4)*** | 1696.3 (1174.8 ± 2217.8)*** | |
| Change (Mean hh:mm) | +32 min | +15 min | +12 min | 11 min | +4 min |
| Midpoint of sleep at working days | |||||
| Before pandemic (Mean hh:mm) | 4:44 | 4:12 | 3:59 | 3:45 | 4:14 |
| Before pandemic (B, 95% CI) | 1771.9 (259.7 ± 3284.1)* | –114.8 (–1585.7 ± 1356.1) | –878.1 (–2410.9 ± 654.6) | –1740.3 (–3224.0 ± –256.7)* | |
| During pandemic (Mean hh:mm) | 6:05 | 5:08 | 4:41 | 4:32 | 4:29 |
| During pandemic (B, 95% CI) | 5799.1 (4896.8 ± 6701.4)*** | 2336.0 (1506.2 ± 3165.9)*** | 705.5 (–190.1 ± 1601.1) | 195.3 (–674.8 ± 1065.3) | |
| Change (Mean hh:mm) | +1 h 21 min | +56 min | +40 min | +47 min | +15 min |
| Midpoint of sleep at free days | |||||
| Before pandemic (Mean hh:mm) | 5:58 | 5:18 | 4:45 | 4:36 | 4:40 |
| Before pandemic (B, 95% CI) | 4715.8 (3969.1 ± 5462.5)*** | 2274.1 (1657.8 ± 2890.4)*** | 296.1 (–336.1 ± 928.3) | –237.3 (–877.1 ± 402–6) | |
| During pandemic (Mean hh:mm) | 6:40 | 5:43 | 5:05 | 4:56 | 4:58 |
| During pandemic (B, 95% CI) | 6152.7 (5420.1 ± 6885.3)*** | 2751.1 (2121.6 ± 3380.6)*** | 456.7 (–198.3 ± 1111.6) | –75.9 (–761.8 ± 610.1) | |
| Change (Mean hh:mm) | +42 min | +25 min | +20 min | +20 min | +18 min |
Definite morning-types are defined as reference in the regression models, adjusted for age and sex. Mean (hh:mm), regression estimate (B) and confidence intervals (95% CI) given in the table. ***p < 0.001, **p < 0.01, *p < 0.05.
Sleep problems before and amid the pandemic by circadian type
| Definitive evening-types | Moderate evening-types | Intermediate-types | Moderate morning-types | Definite morning-types | |
|---|---|---|---|---|---|
| Poor sleep quality | |||||
| Before pandemic (%)a | 21.0 | 15.6 | 13.9 | 11.3 | 11.8 |
| Before pandemic (B, 95% CI) | 0.8 (0.6 ± 0.9)*** | 0.6 (0.5 ± 0.7)*** | 0.6 (0.5 ± 0.7)*** | 0.2 (0.1 ± 0.4)*** | |
| During pandemic (%)a | 43.2 | 31.6 | 27.5 | 26.7 | 27.4 |
| During pandemic (B, 95% CI) | 0.8 (0.6 ± 0.9)*** | 0.4 (0.3 ± 0.5)*** | 0.2 (0.1 ± 0.3)*** | 0.1 (0.008 ± 0.3)* | |
| Sleep onset problems | |||||
| Before pandemic (%)b | 29.7 | 19.4 | 12.7 | 8.9 | 9.1 |
| Before pandemic (B, 95% CI) | 1.3 (1.2 ± 1.5)*** | 0.9 (0.7 ± 0.9)*** | 0.4 (0.3 ± 0.6)*** | 0.2 (0.1 ± 0.4)*** | |
| During pandemic (%)b | 53.1 | 37.1 | 24.7 | 20.9 | 20.5 |
| During pandemic (B, 95% CI) | 1.4 (1.2 ± 1.5)*** | 0.8 (0.7 ± 0.9)*** | 0.3 (0.1 ± 0.4)*** | 0.2 (0.06 ± 0.3)** | |
| Sleep maintenance problems | |||||
| Before pandemic (%)b | 18.1 | 15.7 | 18.1 | 15.3 | 18.3 |
| Before pandemic (B, 95% CI) | 0.2 (0.05 ± 0.4)* | 0.1 (0.006 ± 0.3)* | 0.07 (–0.05 ± 0.2) | 0.04 (–0.08 ± 0.2) | |
| During pandemic (%)b | 34.3 | 27.9 | 27.0 | 25.3 | 29.7 |
| During pandemic (B, 95% CI) | 0.2 (0.09 ± 0.4)** | 0.06 (–0.06 ± 0.2) | –0.1 (–0.2 ± –0.0003)* | –0.004 (–0.1 ± 0.1) | |
| Early morning awakening | |||||
| Before pandemic (%)b | 11.8 | 9.9 | 10.2 | 10.4 | 16.5 |
| Before pandemic (B, 95% CI) | –0.2 (–0.4 ± –0.05)** | –0.3 (–0.4 ± –0.2)*** | –0.3 (–0.4 ± –0.2)*** | –0.1 (–0.2 ± 0.02) | |
| During pandemic (%)b | 20.2 | 17.2 | 16.9 | 19.5 | 26.4 |
| During pandemic (B, 95% CI) | –0.3 (–0.4 ± –0.1)*** | –0.3 (–0.4 ± –0.1)*** | –0.4 (–0.5 ± –0.3)*** | –0.1 (–0.2 ± 0.02) | |
| Hypnotics use | |||||
| Before pandemic (%)b | 7.3 | 5.8 | 5.1 | 3.1 | 4.1 |
| Before pandemic (B, 95% CI) | 0.7 (0.5 ± 0.9)*** | 0.2 (–0.007 ± 0.4) | 0.1 (–0.09 ± 0.4) | –0.07 (–0.3 ± 0.2) | |
| During pandemic (%)b | 10.1 | 7.2 | 6.2 | 4.7 | 6.4 |
| During pandemic (B, 95% CI) | 0.5 (0.3 ± 0.7)*** | 0.08 (–0.1 ± 0.3) | –0.02 (–0.2 ± 0.2) | –0.1 (–0.4 ± 0.07) | |
| Excessive sleepiness | |||||
| Before pandemic (%)b | 30.6 | 21.6 | 16.9 | 13.2 | 12.0 |
| Before pandemic (B, 95% CI) | 1.1 (0.9 ± 1.2)*** | 0.7 (0.6 ± 0.9)*** | 0.3 (0.2 ± 0.4)*** | 0.3 (0.1 ± 0.4)*** | |
| During pandemic (%)b | 44.8 | 30.4 | 22.4 | 18.6 | 20.4 |
| During pandemic (B, 95% CI) | 1.1 (0.9 ± 1.2)*** | 0.6 (0.5 ± 0.7)*** | 0.1 (–0.01 ± 0.2) | 0.1 (0.02 ± 0.3)* | |
| Fatigue | |||||
| Before pandemic (%)b | 32.5 | 24.9 | 19.2 | 17.4 | 16.8 |
| Before pandemic (B, 95% CI) | 0.8 (0.7 ± 0.9)*** | 0.6 (0.4 ± 0.7)*** | 0.2 (0.08 ± 0.3)*** | 0.2 (0.9 ± 0.3)*** | |
| During pandemic (%)b | 47.2 | 33.3 | 25.1 | 24.7 | 25.1 |
| During pandemic (B, 95% CI) | 0.9 (0.7 ± 1.0)*** | 0.4 (0.3 ± 0.6)*** | –0.03 (–0.1 ± 0.09) | 0.07 (–0.05 ± 0.2) | |
| Nightmares | |||||
| Before pandemic (%)b | 6.6 | 4.8 | 4.0 | 3.0 | 3.7 |
| Before pandemic (B, 95% CI) | 0.5 (0.3 ± 0.6)*** | 0.3 (0.2 ± 0.5)*** | 0.2 (0.07 ± 0.3)** | 0.2 (0.07 ± 0.3)** | |
| During pandemic (%)b | 18.7 | 11.9 | 8.9 | 8.1 | 8.2 |
| During pandemic (B, 95% CI) | 0.6 (0.4 ± 0.8)*** | 0.3 (0.2 ± 0.4)*** | 0.06 (–0.07 ± 0.2) | 0.1 (–0.02 ± 0.2) | |
| Insomnia severity index (ISI) amid pandemic | |||||
| Moderately severe insomnia (ISI: 15 to 21) (%) | 26.5 | 19.8 | 12.9 | 14.7 | 16.8 |
| Clinically severe insomnia (ISI≥22) (%) | 11.9 | 4.9 | 4.4 | 2.2 | 4.3 |
| ISI (B, 95% CI) | 0.9 (0.8 ± 1.1)*** | 0.3 (0.2 ± 0.4)*** | –0.2 (–0.3 ± –0.04)** | –0.07 (–0.2 ± 0.07) |
Definite morning-types are defined as reference in the regression models, adjusted for age and sex. ***p < 0.001, **p < 0.01,*p < 0.05. The combined percentage of a those sleeping “rather badly” or “badly” and b those reporting sleep problems ≥3 days/nights per week.
Figure 1.Worsening of sleep and daytime function from before to amid the pandemic by circadian type. Figure shows for poor sleep quality the increase amid pandemic of those sleeping “rather badly” or “badly” and for other sleep problems the increase amid pandemic of those reporting sleep problems ≥3 days/nights per week.
Change in sleep shown as percentage (%) of those reporting decrease, no change, or increase
| Definitive evening-types | Moderate evening-types | Intermediate-types | Moderate morning-types | Definitive morning-types | P | |
|---|---|---|---|---|---|---|
| Sleep per night in hours | <0.001 | |||||
| Decreased | 31.2 | 28.3 | 22.8 | 26.6 | 27.9 | |
| Unchanged | 23.4 | 31.4 | 47.8 | 40.8 | 46.7 | |
| Increased | 45.4 | 40.3 | 29.4 | 32.6 | 25.5 | |
| Sleep per 24 h in hours | <0.001 | |||||
| Decreased | 25.3 | 25.4 | 24.8 | 27.5 | 28.7 | |
| Unchanged | 25.3 | 31.2 | 44.7 | 38.7 | 43.7 | |
| Increased | 49.3 | 43.4 | 30.6 | 33.8 | 27.5 | |
| Bedtime on working days | <0.001 | |||||
| Earlier | 9.5 | 9.8 | 8.5 | 7.4 | 10.4 | |
| Unchanged | 24.2 | 38.6 | 58.0 | 48.7 | 53.1 | |
| Later | 66.3 | 51.6 | 33.4 | 43.9 | 36.5 | |
| Wake-up time at working days | <0.001 | |||||
| Earlier | 14.6 | 13.6 | 15.4 | 17.1 | 19.9 | |
| Unchanged | 19.2 | 25.2 | 39.3 | 31.7 | 40.2 | |
| Later | 66.2 | 61.1 | 45.3 | 51.2 | 39.9 | |
| Bedtime on free days | <0.001 | |||||
| Earlier | 9.7 | 10.9 | 11.1 | 11.1 | 12.3 | |
| Unchanged | 33.4 | 40.0 | 56.4 | 48.3 | 50.9 | |
| Later | 56.8 | 49.1 | 32.5 | 40.6 | 36.8 | |
| Wake-up time on free days | <0.001 | |||||
| Earlier | 20.5 | 21.5 | 19.4 | 22.5 | 22.9 | |
| Unchanged | 30.7 | 38.3 | 52.7 | 45.2 | 49.1 | |
| Later | 48.8 | 40.2 | 28.0 | 32.3 | 28.0 | |
| Midpoint of sleep at working days | <0.001 | |||||
| Earlier | 11.5 | 12.3 | 12.1 | 11.5 | 12.8 | |
| Unchanged | 15.2 | 26.2 | 40.3 | 32.5 | 42.3 | |
| Later | 73.3 | 61.5 | 47.6 | 56.0 | 44.9 | |
| Midpoint of sleep at free days | <0.001 | |||||
| Earlier | 18.8 | 21.8 | 16.3 | 20.2 | 20.5 | |
| Unchanged | 21.2 | 30.2 | 46.4 | 36.6 | 36.1 | |
| Later | 60.0 | 48.0 | 37.3 | 43.2 | 43.4 | |
| Poor sleep quality | <0.001 | |||||
| Decreased | 15.8 | 16.2 | 11.7 | 13.4 | 10.9 | |
| Unchanged | 36.5 | 41.9 | 58.6 | 46.7 | 50.5 | |
| Increased | 47.7 | 42.0 | 29.7 | 39.9 | 38.6 | |
| Sleep onset problems | <0.001 | |||||
| Decreased | 11.9 | 12.8 | 9.4 | 10.4 | 9.0 | |
| Unchanged | 43.0 | 45.1 | 62.2 | 53.6 | 58.3 | |
| Increased | 45.2 | 42.1 | 28.4 | 36.0 | 32.7 | |
| Sleep maintenance problems | <0.001 | |||||
| Decreased | 10.2 | 9.6 | 8.8 | 9.8 | 9.1 | |
| Unchanged | 53.1 | 57.3 | 66.3 | 56.9 | 58.7 | |
| Increased | 36.7 | 33.1 | 24.9 | 33.3 | 32.2 | |
| Early morning awakening | <0.001 | |||||
| Decreased | 13.9 | 11.9 | 8.7 | 10.3 | 10.7 | |
| Unchanged | 55.0 | 57.1 | 69.0 | 59.5 | 59.9 | |
| Increased | 31.1 | 30.9 | 22.3 | 30.2 | 29.4 | |
| Hypnotics use | <0.001 | |||||
| Decreased | 3.9 | 1.7 | 2.2 | 1.8 | 2.0 | |
| Unchanged | 86.5 | 92.1 | 92.3 | 92.2 | 90.6 | |
| Increased | 9.6 | 6.2 | 5.5 | 6.0 | 7.4 | |
| Excessive sleepiness | <0.001 | |||||
| Decreased | 19.9 | 19.0 | 13.7 | 16.8 | 12.3 | |
| Unchanged | 43.9 | 48.7 | 63.7 | 53.1 | 58.6 | |
| Increased | 36.3 | 32.3 | 22.6 | 30.1 | 29.1 | |
| Fatigue | <0.001 | |||||
| Decreased | 21.3 | 19.8 | 15.8 | 19.2 | 13.6 | |
| Unchanged | 39.6 | 46.3 | 59.8 | 50.3 | 55.2 | |
| Increased | 39.1 | 33.9 | 24.3 | 30.5 | 31.2 | |
| Nightmares | <0.001 | |||||
| Decreased | 7.0 | 5.8 | 5.3 | 6.3 | 5.2 | |
| Unchanged | 54.3 | 62.5 | 73.1 | 66.7 | 68.9 | |
| Increased | 38.7 | 31.8 | 21.6 | 27.0 | 25.9 |
a Difference between circadian types were analyzed with chi-square tests.
Mental health amid the pandemic by circadian type
| Definitive evening-types | Moderate evening-types | Intermediate-types | Moderate morning-types | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean/% | B | 95% CI | Mean/% | B | 95% CI | Mean/% | B | 95% CI | Mean/% | B | 95% CI | |
| Anxiety past two weeksa | 54.4 | 0.6 | 0.4 ± 0.8*** | 43.0 | 0.1 | –0.02 ± 0.3 | 28.6 | –0.3 | –0.4 ± –0.1*** | 33.2 | –0.2 | –0.4 ± –0.04* |
| Depression past two weeksa | 50.5 | 0.9 | 0.7 ± 1.1*** | 36.6 | 0.3 | 0.2 ± 0.5*** | 24.3 | –0.07 | –0.2 ± 0.1 | 27.8 | 0.04 | –0.1 ± 0.2 |
| Well-being index past two weeks | 44.2 | –15.0 | –16.8 ± –13.2*** | 50.3 | –8.9 | –10.5 ± –7.4*** | 56.1 | –3.2 | –4.7 ± –1.7*** | 55.8 | –3.5 | –5.0 ± –1.9*** |
| PTSD symptoms amid pandemic: Repeated disturbing thoughts and memoriesb | 30.0 | 0.8 | 0.6 ± 1.0*** | 19.8 | 0.3 | 0.2 ± 0.4*** | 13.4 | 0.03 | –0.09 ± 0.2 | 12.8 | 0.03 | –0.09 ± 0.2 |
| PTSD symptoms amid pandemic: Feeling very upset of pastb | 30.7 | 0.8 | 0.6 ± 0.9*** | 20.2 | 0.3 | 0.1 ± 0.4*** | 13.5 | 0.02 | –0.1 ± 0.1 | 13.8 | 0.02 | –0.1 ± 0.2 |
| Stress at the time of responsec | 45.0 | 0.9 | 0.7 ± 1.0*** | 31.8 | 0.4 | 0.2 ± 0.5*** | 22.6 | –0.04 | –0.2 ± 0.08 | 23.5 | 0.08 | –0.04 ± 0.2 |
| Quality of life at the time of response | 58.4 | –8.4 | –10.3 ± –6.5*** | 64.0 | –2.9 | –4.3 ± –1.4*** | 64.3 | –2.5 | –3.9 ± –1.1*** | 67.2 | 0.3 | –2.2 ± 1.8 |
| Quality of health at the time of response | 64.8 | –7.2 | –9.1 ± –5.2*** | 68.5 | –3.5 | –5.0 ± –2.0*** | 69.8 | –2.2 | –3.6 ± –0.7** | 71.7 | –0.3 | –1.7 ± 1.2 |
Definite morning-types are defined as reference in the regression models, adjusted for age and sex. Table shows in the % column the prevalence of a those with anxiety/depression with no anxiety and no depression as reference category in the logistic regression, b those reporting PTSD symptoms “quite a bit” or “extremely” and c reporting stress “quite a lot” or “very much.” ***p < 0.001, **p < 0.01, *p < 0.05. Regression estimate (B) and confidence intervals (95% CI) given in the Table. PTSD refers to post-traumatic stress disorder.