| Literature DB >> 35872151 |
Lianne Tomfohr-Madsen1, Charlie Rioux2, Anna MacKinnon3, Katherine Silang4, Leslie Roos2, Catherine Lebel5, Gerald F Giesbrecht6.
Abstract
OBJECTIVES: Pregnancy is associated with elevated risk for poor sleep quality, which increases the risk for poor obstetrical outcomes and parent mental health problems. The COVID-19 pandemic has seen increased reports of disturbed sleep worldwide; however, the degree this extends to pregnancy or influences pregnancy mental health outcomes has not been examined. The goal of this study was to examine changes in pregnant individuals' sleep, anxiety, and depression during the pandemic, and to understand how sleep was associated with symptoms of anxiety and depression over time.Entities:
Keywords: Anxiety; COVID-19; Depression; Longitudinal; Pandemic; Pregnancy; Sleep
Year: 2022 PMID: 35872151 PMCID: PMC9301500 DOI: 10.1016/j.sleh.2022.05.011
Source DB: PubMed Journal: Sleep Health ISSN: 2352-7218
Fig. 1Associations tested in the bivariate (parallel) latent growth models (LGMs). Mental health refers to depression or anxiety. Sleep refers to sleep duration, sleep disturbance, or sleep-related impairments.
Descriptive statistics of study variables
| April (n = 825) | May (n = 1316) | June (n = 1520) | July (n = 1316) | |||||
|---|---|---|---|---|---|---|---|---|
| Variable | M (SD) | % | M (SD) | % | M (SD) | % | M (SD) | % |
| Anxiety symptoms | 19.20 (6.12) | 17.81 (6.02) | 17.16 (5.95) | 16.91 (5.99) | ||||
| Moderately elevated | 42.3 | 35.1 | 31.6 | 30.6 | ||||
| Severely elevated | 7.8 | 5.4 | 4.3 | 4.0 | ||||
| Depression symptoms | 9.83 (5.20) | 9.20 (5.21) | 8.67 (5.32) | 8.38 (5.35) | ||||
| Clinically concerning | 30.1 | 26.4 | 23.1 | 21.6 | ||||
| Sleep duration (hours) | 7.19 (1.17) | 7.13 (1.26) | 7.02 (1.22) | 6.83 (1.29) | ||||
| Sleep disturbance | 10.74 (3.38) | 10.78 (3.55) | 10.90 (3.53) | 11.30 (3.53) | ||||
| Moderately elevated | 9.8 | 10.8 | 11.3 | 12.3 | ||||
| Severely elevated | 0.4 | 0.7 | 0.8 | 1.5 | ||||
| Sleep-related impairments | 9.80 (3.72) | 9.90 (3.97) | 9.74 (3.88) | 10.08 (4.01) | ||||
| Moderately elevated | 23.9 | 22.8 | 21.8 | 24.0 | ||||
| Severely elevated | 8.5 | 11.2 | 10.4 | 11.8 | ||||
Note. M, mean; SD, standard deviation.
Model fit indices and parameters of univariate latent growth models for mental health and sleep-related variables
| Model fit | Parameter estimates | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| χ2 (df = 5) | CFI | TLI | RMSEA | SRMR | Intercept | Intercept | Slope | Slope | Intercept-Slope | |
| Anxiety symptoms | 49.19 | .98 | .98 | .07 | .04 | 19.11 | 25.52 | -0.82 | 0.94 | -0.18 |
| Depression symptoms | 15.14 | .99 | .99 | .03 | .02 | 10.12 | 20.86 | -0.63 | 0.90 | -0.26 |
| Sleep duration | 17.02 | .99 | .99 | .04 | .05 | 7.29 | 1.09 | -0.16 | 0.06 | -0.29 |
| Sleep disturbance | 30.64 | .99 | .99 | .05 | .05 | 10.79 | 9.30 | 0.13 | 0.50 | -0.35 |
| Sleep-related impairments | 27.77 | .99 | .99 | .05 | .04 | 10.01 | 10.54 | -0.03 | 0.58 | -0.27 |
Note. CFI, comparative fit index; TLI, Tucker-Lewis index; RMSEA, root-mean-square error of approximation; SRMR, standardized root-mean residual; M, mean; v, variance; r, correlation.
p < .05.
p < .001.
p < .001.
Model fit indices of bivariate latent growth models between mental health and sleep-related variables
| Model fit | ||||||
|---|---|---|---|---|---|---|
| Bivariate model between: | χ2 (df = 46) | CFI | TLI | RMSEA | SRMR | |
| Anxiety | Sleep duration | 114.00 | .99 | .97 | .03 | .02 |
| Anxiety | Sleep disturbance | 109.05 | .99 | .98 | .03 | .02 |
| Anxiety | Sleep-related impairments | 102.00 | .99 | .98 | .03 | .02 |
| Depression | Sleep duration | 71.18 | .99 | .99 | .02 | .02 |
| Depression | Sleep disturbance | 73.46 | .99 | .99 | .02 | .02 |
| Depression | Sleep-related impairments | 64.24 | .99 | .99 | .02 | .02 |
Note. CFI, Comparative Fit Index; TLI, Tucker-Lewis Index; RMSEA, Root-Mean-Square Error of Approximation; SRMR, Standardized Root-Mean Residual.
p < .05.
p < .001.
p < .001.
Results of bivariate latent growth models between mental health and sleep-related variables
| Anxiety | Depression | |||||||
|---|---|---|---|---|---|---|---|---|
| 95% CI | 95% CI | |||||||
| Estimate(SE) | LL | UL | β/ | Estimate(SE) | LL | UL | β/ | |
| Sleep duration | ||||||||
| a. Mental health intercept → mental health slope | -0.04 (0.02) | -0.07 | 0.00 | -0.19 | -0.07 (0.02) | -0.10 | -0.03 | -0.31 |
| b. Sleep intercept → sleep slope | -0.08 (0.02) | -0.25 | 0.07 | -0.32 | -0.08 (0.02) | -0.35 | -0.07 | -0.32 |
| c. Mental health intercept ↔ sleep intercept | -1.27 (0.22) | -1.70 | -0.84 | -0.26 | -1.27 (0.19) | -1.64 | -0.90 | -0.29 |
| d. Mental health slope ↔ sleep slope | -0.04 (0.03) | -0.10 | 0.03 | -0.18 | -0.02 (0.03) | -0.07 | 0.04 | -0.08 |
| e. Mental health intercept → sleep slope | 0.00 (0.01) | -0.01 | 0.00 | -0.06 | -0.01 (0.00) | -0.01 | 0.00 | -0.09 |
| f. Sleep intercept → mental health slope | -0.09 (0.08) | -0.25 | 0.07 | -0.10 | -0.21 (0.07) | -0.35 | -0.07 | -0.23 |
| Sleep disturbance | ||||||||
| a. Mental health intercept → mental health slope | -0.05 (0.02) | -0.09 | -0.01 | -0.26 | -0.08 (0.02) | -0.12 | -0.04 | -0.40 |
| b. Sleep intercept → sleep slope | -0.10 (0.02) | -0.14 | -0.06 | -0.45 | -0.10 (0.02) | -0.15 | -0.06 | -0.44 |
| c. Mental health intercept ↔ sleep intercept | 6.65 (0.65) | 5.38 | 7.92 | 0.46 | 6.82 (0.57) | 5.71 | 7.93 | 0.53 |
| d. Mental health slope ↔ sleep slope | 0.14 (0.09) | -0.03 | 0.32 | 0.25 | 0.14 (0.07) | -0.01 | 0.28 | 0.25 |
| e. Mental health intercept → sleep slope | 0.03 (0.01) | 0.01 | 0.05 | 0.22 | 0.03 (0.01) | 0.00 | 0.05 | 0.19 |
| f. Sleep intercept → mental health slope | 0.07 (0.03) | 0.00 | 0.13 | 0.21 | 0.09 (0.03) | 0.04 | 0.15 | 0.30 |
| Sleep-related impairment | ||||||||
| a. Mental health intercept → mental health slope | -0.05 (0.02) | -0.10 | -0.01 | -0.28 | -0.08 (0.02) | -0.13 | -0.04 | -0.41 |
| b.Ssleep intercept → sleep slope | -0.07 (0.03) | -0.12 | -0.01 | -0.30 | -0.07 (0.03) | -0.13 | -0.01 | -0.29 |
| c. Mental health intercept ↔ sleep intercept | 7.73 (0.72) | 6.33 | 9.13 | 0.51 | 7.71 (0.63) | 6.48 | 8.93 | 0.58 |
| d. Mental health slope ↔ sleep slope | 0.25 (0.11) | 0.03 | 0.47 | 0.43 | 0.21 (0.10) | 0.02 | 0.40 | 0.36 |
| e. Mental health intercept → sleep slope | 0.03 (0.02) | 0.01 | 0.06 | 0.22 | 0.03 (0.02) | 0.00 | 0.07 | 0.20 |
| f. sleep Intercept → mental health Slope | 0.08 (0.04) | 0.01 | 0.15 | 0.26 | 0.09 (0.03) | 0.03 | 0.15 | 0.30 |
Note. See Fig. 1 for visualization of a-f paths. Estimate = unstandardized estimate (unstandardized beta for regression paths); SE, standard error; CI, confidence interval; LL, lower limit; UL, upper limit; β, standardized beta for regression paths; r, correlation coefficient for correlation paths; mental health refers to anxiety or depression; models control for education level), household income, changes in household income due to COVID-19, marital status, number of live children, having had a miscarriage prior to the current pregnancy, and number of weeks until delivery due date.
p < .05 after correction for multiple testing.