| Literature DB >> 35450903 |
Xuejie Ding1, David M Brazel1, Melinda C Mills2.
Abstract
OBJECTIVE: COVID-19 related measures have impacted sleep on a global level. We examine changes in sleep problems and duration focusing on gender differentials.Entities:
Keywords: COVID-19; EPIDEMIOLOGY; PUBLIC HEALTH; SLEEP MEDICINE; SOCIAL MEDICINE
Mesh:
Year: 2022 PMID: 35450903 PMCID: PMC9023847 DOI: 10.1136/bmjopen-2021-055792
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 3.006
Weighted descriptive statistics for respondents’ characteristics, all and by gender, understanding Society COVID-19 Study and COVID-19 Survey Data
| Understanding Society COVID-19 Study | The COVID-19 Survey Data | Min | Max | |||||||
| All | Men | Women | T test/χ2 | All | Men | Women | T test/χ2 | |||
| Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | Mean (SD) | |||||
| Change in sleep problems | 0.13 | 0.05 | 0.20 | 10.02*** | -3 | 3 | ||||
| (0.90) | (0.83) | (0.93) | ||||||||
| Change in sleep duration | −0.16 | −0.22 | −0.10 | −4.04*** | −7 | 7 | ||||
| (1.11) | (0.97) | (1.21) | ||||||||
| Age | 51.69 | 54.8 | 51.64 | 11.57*** | 17 | 95 | ||||
| (17.54) | (15.89) | (16.02) | ||||||||
| Cohort NCDS | 0.5 | 0.49 | 0.50 | 24.08*** | 0 | 1 | ||||
| Cohort BCS70 | 0.35 | 0.38 | 0.33 | 0.90 | 0 | 1 | ||||
| Cohort Next Steps | 0.15 | 0.13 | 0.17 | 35.27*** | 0 | 1 | ||||
| Higher education | 0.30 | 0.31 | 0.28 | 15.25*** | 0.29 | 0.29 | 0.29 | 1.27 | 0 | 1 |
| Vocational training | 0.12 | 0.10 | 0.13 | 24.68*** | 0.18 | 0.19 | 0.18 | 3.92* | 0 | 1 |
| A level and equivalent | 0.22 | 0.24 | 0.20 | 17.56*** | 0.36 | 0.36 | 0.37 | 0.14 | 0 | 1 |
| General Certificate of Secondary Education (GCSE)/O-level and below | 0.36 | 0.34 | 0.38 | 16.68*** | 0.16 | 0.16 | 0.17 | 0.09 | 0 | 1 |
| Change in financial situation | −0.06 | −0.02 | −0.10 | 2.62** | 1.16 | 1.17 | 1.16 | 0.17 | −4 | 4 |
| (0.86) | (0.85) | (0.87) | (1.27) | (1.29) | (1.26) | |||||
| Life course stage | ||||||||||
| Young single childless | 0.17 | 0.18 | 0.15 | 1.16 | 0.12 | 0.15 | 0.10 | 2.81 | 0 | 1 |
| Young partnered childless | 0.03 | 0.03 | 0.02 | 0.08 | 0.15 | 0.15 | 0.15 | 4.53* | 0 | 1 |
| Partnered younger children | 0.05 | 0.05 | 0.05 | 0.15 | 0.04 | 0.04 | 0.05 | 2.55 | 0 | 1 |
| Partnered older children | 0.14 | 0.15 | 0.14 | 0.03 | 0.16 | 0.17 | 0.14 | 2.48 | 0 | 1 |
| Single parent | 0.12 | 0.09 | 0.14 | 102.40*** | 0.06 | 0.02 | 0.10 | 123.53*** | 0 | 1 |
| Older partnered childless | 0.32 | 0.36 | 0.29 | 132.51*** | 0.30 | 0.31 | 0.29 | 21.05*** | 0 | 1 |
| Older single childless | 0.17 | 0.14 | 0.20 | 39.77*** | 0.16 | 0.15 | 0.17 | 1.47 | 0 | 1 |
| Employed furloughed | 0.12 | 0.14 | 0.11 | 0.56 | 0.16 | 0.16 | 0.17 | 0.91 | 0 | 1 |
| Self-employed | 0.07 | 0.09 | 0.06 | 65.57*** | 0.11 | 0.14 | 0.08 | 60.21*** | 0 | 1 |
| Employed not furloughed | 0.41 | 0.40 | 0.41 | 16.30*** | 0.42 | 0.44 | 0.41 | 0.02 | 0 | 1 |
| Not in labour force | 0.40 | 0.37 | 0.42 | 0.66 | 0.30 | 0.26 | 0.34 | 22.19*** | 0 | 1 |
| Change in employment status | ||||||||||
| New job | 0.05 | 0.04 | 0.05 | 12.20*** | 0.08 | 0.05 | 0.11 | 80.61*** | 0 | 1 |
| No change | 0.88 | 0.88 | 0.87 | 4.53* | 0.73 | 0.77 | 0.70 | 32.93*** | 0 | 1 |
| Lose job | 0.07 | 0.08 | 0.07 | 0.02 | 0.19 | 0.18 | 0.19 | 0.22 | 0 | 1 |
| Partner’s employment status | ||||||||||
| Not in labour force | 0.18 | 0.22 | 0.15 | 188.74*** | 0.21 | 0.22 | 0.20 | 12.57*** | 0 | 1 |
| In labour force | 0.26 | 0.30 | 0.22 | 80.45*** | 0.44 | 0.45 | 0.43 | 0.20 | 0 | 1 |
| No Partner | 0.56 | 0.48 | 0.63 | 365.01*** | 0.35 | 0.32 | 0.37 | 12.98*** | 0 | 1 |
| Key worker | 0.27 | 0.24 | 0.29 | 92.84*** | 0.26 | 0.25 | 0.27 | 15.78*** | 0 | 1 |
| Time spent on housework | ||||||||||
| Lowest quantile | 0.38 | 0.48 | 0.28 | 702.52*** | 0.44 | 0.55 | 0.35 | 230.51*** | 0 | 1 |
| Middle quantile | 0.36 | 0.36 | 0.37 | 3.20 | 0.24 | 0.21 | 0.27 | 40.29*** | 0 | 1 |
| Highest quantile | 0.26 | 0.16 | 0.35 | 676.49*** | 0.31 | 0.24 | 0.38 | 109.78*** | 0 | 1 |
| Race | ||||||||||
| White | 0.94 | 0.93 | 0.94 | 1.01 | 0.96 | 0.96 | 0.96 | 5.86* | 0 | 1 |
| Mixed | 0.01 | 0.01 | 0.01 | 1.78 | 0.01 | 0.00 | 0.01 | 17.23** | 0 | 1 |
| Asian | 0.04 | 0.04 | 0.03 | 0.12 | 0.02 | 0.02 | 0.02 | 0.05 | 0 | 1 |
| Black | 0.01 | 0.01 | 0.01 | 6.30* | 0.01 | 0.01 | 0.01 | 8.48** | 0 | 1 |
| Physical activity | ||||||||||
| No exercise | 0.32 | 0.29 | 0.35 | 51.00*** | 0.21 | 0.19 | 0.23 | 16.09*** | 0 | 1 |
| Some exercise | 0.40 | 0.44 | 0.37 | 62.30*** | 0.63 | 0.61 | 0.64 | 2.06 | 0 | 1 |
| Heavy exercise | 0.28 | 0.28 | 0.28 | 2.07 | 0.17 | 0.16 | 0.17 | 5.35* | 0 | 1 |
| COVID-19 related symptoms | 0.12 | 0.11 | 0.12 | 1.79 | 0.53 | 0.49 | 0.55 | 19.56*** | 0 | 1 |
| Change in loneliness | −0.01 | −0.04 | 0.03 | −5.67*** | −2 | 2 | ||||
| (0.69) | (0.65) | (0.72) | ||||||||
| Loneliness | ||||||||||
| Hardly ever | 0.65 | 0.72 | 0.59 | 120.43*** | 0 | 1 | ||||
| Some of the time | 0.27 | 0.23 | 0.32 | 77.90*** | 0 | 1 | ||||
| Often | 0.08 | 0.06 | 0.10 | 25.40*** | 0 | 1 | ||||
| Change in feeling depressed | 0.14 | 0.06 | 0.20 | −7.63*** | −3 | 3 | ||||
| (0.94) | (0.88) | (0.99) | ||||||||
| Not at all depressed | 0.69 | 0.74 | 0.64 | 105.48** | 0 | 1 | ||||
| Several days depressed | 0.23 | 0.19 | 0.26 | 79.86*** | 0 | 1 | ||||
| Always depressed | 0.05 | 0.04 | 0.06 | 10.07** | 0 | 1 | ||||
| Nearly everyday depressed | 0.03 | 0.02 | 0.04 | 3.48 | 0 | 1 | ||||
| | 14 073 | 5880 | 8193 | 8547 | 3679 | 4868 | ||||
*p<0.05, **<0.01, ***<0.001
Selected coefficients and SEs from OLS regression models of changes in sleep problems, COVID-19 Survey Data
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
| Main effect (95% CI) | Main effect | Main effect | Main effect | Main effect | |
| Female | −0.11 | ||||
| Life course stage (ref=young single childless) | |||||
| Young partnered childless | 0.01 | −0.01 | 0.03 | 0.08 | |
| Partnered younger children | 0.05 | 0.07 | |||
| Partnered older children | 0.05 | 0.03 | 0.03 | 0.06 | |
| Single parent | 0.09 | ||||
| Older partnered childless | 0.01 | 0.01 | −0.01 | 0.03 | |
| Older single childless | 0.03 | 0.02 | 0.01 | 0.06 | |
| Change in financial situation | |||||
| Employment status (ref=not in the labour force) | |||||
| Employed, furloughed | 0.01 | 0.02 | 0.04 | ||
| Self-employed | 0.08 | ||||
| Employed, not furloughed | 0.04 | 0.02 | 0.04 | ||
| Change in employment status (ref=new job) | |||||
| No change | |||||
| Lose job | 0.05 | 0.05 | |||
| Keyworker | 0.01 | ||||
| Time spent on housework (ref=lowest quantile) | |||||
| Middle quantile | 0.02 | 0.01 | 0.02 | ||
| Highest quantile | |||||
| Change in loneliness | |||||
| Change in feeling depressed | |||||
| Female×key worker | |||||
| Female×change in financial situation | |||||
| Female×change in feeling depressed | |||||
| Change in financial situation×change in feeling depressed | |||||
| Female×change in financial situation×change in feeling depressed | − | ||||
| Constant | 0.04 | 0.01 | −0.04 | − | −0.11 |
| N | 14 073 | 14 073 | 14 073 | 14 073 | 14 073 |
| Adj. R2 | 0.012 | 0.013 | 0.026 | 0.190 | 0.192 |
Note: all models adjust for age and age-squared, race/ethnicity, educational attainment, physical activity, had any coronavirus-related symptoms, partner’s employment status and region. Change in financial situation, change in loneliness and change in feeling depressed are standardised. Bold font indicates two-tailed tests are significant at the 95% level.
OLS, ordinary least squares.
Sleep characteristics by gender and employment status or life course stage, Understanding Society COVID-19 Study and COVID-19 Survey Data
| Change in sleep problems | Change in sleep duration | |||
| Men | Women | Men | Women | |
| Life course stage | ||||
| Young single childless (ref.) | −0.001 (0.92) | 0.23 (0.98) | −0.36 (1.23) | −0.22 (1.61)* |
| Young partnered childless | 0.06 (0.74) | 0.26 (0.93)* | −0.34 (1.01) | −0.35 (1.28)*† |
| Partnered younger children | 0.22 (1.00)† | 0.38 (1.00)† | 0.03 (0.99) | −0.06 (1.30)*† |
| Partnered older children | 0.11 (0.86) | 0.23 (0.94) | −0.21 (1.00) | −0.10 (1.30)* |
| Single parent | 0.16 (0.98) | 0.26 (1.01) | −0.06 (0.96) | −0.04 (1.39)* |
| Older partnered childless | 0.01 (0.77) | 0.12 (0.87) | −0.22 (0.86) | 0.03 (0.93) |
| Older single childless | 0.06 (0.81) | 0.11 (0.88) | −0.08 (0.77)† | 0.02 (1.02)† |
| Change in financial situation | 0.15 (0.87)† | 0.33 (0.98)† | −0.22 (0.90) | −0.05 (0.14)† |
| Employment status | ||||
| Employed furloughed | 0.10 (0.90) | 0.22 (1.01)† | −0.63 (1.20)† | −0.21 (1.46)† |
| Self-employed | 0.12 (0.80)† | 0.30 (0.97)† | −0.30 (1.02)† | −0.38 (1.52)*† |
| Employed not furloughed | 0.03 (0.85)† | 0.26 (0.97)† | −0.15 (0.89) | −0.06 (1.08)*† |
| Not in the labour force (ref.) | 0.05 (0.84) | 0.09 (0.85) | −0.05 (0.85) | −0.03 (1.12) |
| Change in employment status | ||||
| New job (ref.) | −0.03 (0.85) | 0.14 (1.03) | 0.26 (0.90) | −0.06 (1.37)* |
| No change | 0.05 (0.84) | 0.20 (0.93) | −0.16 (0.88)† | −0.08 (1.11) |
| Lose job | 0.19 (0.96)† | 0.11 (0.90)* | −0.62 (1.21)† | −0.18 (1.43)† |
| Key worker | 0.02 (0.87) | 0.28 (0.98) | −0.08 (0.83)† | −0.01 (1.01)*† |
| Time spent on housework | ||||
| Lowest quantile (ref.) | 0.05 (0.85) | 0.12 (0.92) | −0.24 (0.99) | −0.08 (1.13) |
| Middle quantile | 0.03 (0.84) | 0.19 (0.94) | −0.20 (0.92) | −0.20 (1.30)* |
| Highest quantile | 0.11 (0.88)† | 0.24 (0.93)† | −0.19 (0.97) | −0.05 (1.20) |
| Change in loneliness | 0.36 (0.86)† | 0.47 (0.96)† | ||
| Change in feeling of depressed | 0.40 (0.83)† | 0.52 (0.84)† | ||
| Loneliness | ||||
| Hardly ever (ref.) | −0.23 (0.84) | −0.13 (1.01) | ||
| Some of the time | −0.10 (1.08)† | −0.03 (1.33)*† | ||
| Often | 0.06 (1.42)† | 0.08 (1.52)*† | ||
| Feeling of depressed | ||||
| Not at all (ref.) | −0.24 (0.80) | −0.14 (0.98) | ||
| Several days | −0.04 (1.18)† | −0.03 (1.35)*† | ||
| More than half the days | 0.17 (1.55)† | 0.22 (1.75)*† | ||
| Nearly every day | −0.09 (1.42) | 0.28 (1.71)*† | ||
*Gender difference is not statistically significant, based on linear regression models for each employment, life course stage or time use category with female as sole predictor.
†Within-gender difference between omitted life course stage (young, single, childless), employment status (not in the labour force), change in employment status (new job), non-key worker, worked less than 8 hours, time spent on housework (lowest quantile), loneliness (hardly ever) or feeling depressed (not at all) and focal category is statistically significant, based on linear regression models with these predictors as sole predictor. Change in financial situation and change in loneliness and feeling depressed are held at one SD above the mean as they are continuous measures.
Figure 1Predicted female–male differences in change in sleep problem (predicted values based on estimates from model 5, table 3).
Selected coefficients and SEs from OLS regression models of changes in sleep duration, COVID-19 Survey Data
| Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
| Female | −0.45 | ||||
| Life course stage (ref=young single childless) | |||||
| Young partnered childless | − | − | − | −0.001 | |
| Partnered younger children | |||||
| Partnered older children | −0.01 | −0.11 | −0.06 | 0.02 | |
| Single parent | 0.04 | 0.04 | 0.04 | −0.06 | |
| Older partnered childless | 0.08 | 0.04 | 0.06 | −0.16 | |
| Older single childless | 0.13 | 0.10 | 0.11 | −0.11 | |
| Change in financial situation | − | −0.02 | −0.001 | ||
| Employment status (ref=not in the labour force) | |||||
| Employed, furloughed | − | − | −0.03 | ||
| Self-employed | − | − | − | ||
| Employed, not furloughed | − | −0.09 | −0.13 | ||
| Change in employment status (ref=new job) | |||||
| No change | 0.01 | 0.03 | −0.11 | ||
| Lose job | − | − | − | ||
| Keyworker | |||||
| Time spent on housework (ref=lowest quantile) | |||||
| Middle quantile | −0.03 | −0.05 | 0.01 | ||
| Highest quantile | 0.01 | 0.01 | 0.05 | ||
| Loneliness (ref=hardly ever) | |||||
| Some of the time | 0.04 | ||||
| Often | 0.04 | 0.04 | |||
| Feeling of depressed (ref=not at all) | |||||
| Several days | |||||
| More than half the days | |||||
| Nearly every day | |||||
| Female×life course stage (ref=young single childless) | |||||
| Female×young partnered childless | − | ||||
| Female×partnered younger children | |||||
| Female×partnered older children | −0.18 | ||||
| Female×single parent | 0.11 | ||||
| Female×older partnered childless | |||||
| Female×older single childless | 0.40 | ||||
| Female×change in employment status (ref=new job) | |||||
| Female×no change | 0.18 | ||||
| Female×lose job | |||||
| N | 8547 | 8547 | 8547 | 8547 | 8547 |
| Adj. R2 | 0.023 | 0.031 | 0.039 | 0.047 | 0.052 |
Note: all models adjust for age and age-squared, race/ethnicity, educational attainment, physical activity, loneliness, feeling of depressed, had any coronavirus-related symptoms, partner’s employment status and region. Bold font indicates two-tailed tests are significant at the 95% level.