| Literature DB >> 35164779 |
Anna Monistrol-Mula1, Mireia Felez-Nobrega2,3, Joan Domènech-Abella1,4,5, Philippe Mortier6,7, Paula Cristóbal-Narváez1,4, Gemma Vilagut6,7, Beatriz Olaya1,4, Montse Ferrer6,7, Aina Gabarrell-Pascuet1, Jordi Alonso6,7,8, Josep Maria Haro1,4,9.
Abstract
BACKGROUND: We assessed the moderating effect of pre-pandemic mental disorders on the association of COVID-related perceived stress and social support with mental health.Entities:
Keywords: Affective disorders; COVID-stress syndrome; Psychiatric disorders; SARS-Cov2; Social determinants
Year: 2022 PMID: 35164779 PMCID: PMC8845272 DOI: 10.1186/s12991-022-00385-3
Source DB: PubMed Journal: Ann Gen Psychiatry ISSN: 1744-859X Impact factor: 3.455
Sample characteristics
| Overall ( | Outcome 1 GAD yes ( | Outcome 2 MDD yes ( | Outcome 3 GAD + MDD yes ( | |
|---|---|---|---|---|
| Age (years), | ||||
| 18–34 | 697 (22.10) | 111 (28.10)*** | 116 (16.18)*** | 62 (8.53)** |
| 35–54 | 1501 (38.27) | 180 (11.78) | 177 (11.55) | 112 (7.39) |
| 55–64 | 680 (15.94) | 63 (8.77) | 71 (10.09) | 43 (6.06) |
| + 65 | 622 (23.68) | 41 (6.62) | 43 (6.93) | 25 (4.02) |
| Gender, | ||||
| Male | 1538 (48.50) | 119 (7.88) | 126 (8.35) | 79 (5.15) |
| Female | 1962 (51.50) | 276 (13.75)*** | 281 (13.98)*** | 163 (8.04)*** |
| Highest level of education, | ||||
| ≤ Primary | 237 (7.65) | 40 (15.40)*** | 40 (15.91)*** | 27 (10.37)*** |
| Secondary | 1856 (52.7) | 225 (11.78) | 243 (12.52) | 145 (7.44) |
| ≥ Tertiary | 1407 (39.5) | 130 (8.87) | 124 (8.65) | 70 (4.84) |
| Marital status, | ||||
| Single | 1180 (35.3) | 161 (13.49)** | 174 (14.51)*** | 99 (8.17)** |
| Married | 1806 (49.7) | 175 (9.08) | 161 (8.40) | 99 (5.14) |
| Divorced/separated | 319 (8.2) | 41 (11.86) | 51 (14.96) | 31 (9.02) |
| Widowed | 195 (6.72) | 18 (9.59) | 21 (10.61) | 13 (6.77) |
| Employment status, | ||||
| Employed | 1788 (48.61) | 187 (10.42)*** | 177 (9.89)*** | 98 (5.44)*** |
| Unemployed | 784 (21.67) | 116 (14.34) | 124 (15.41) | 82 (10.20) |
| Student | 131 (4.60) | 22 (16.47) | 24 (17.79) | 13 (9.60) |
| Retired/sick-paid | 719 (25.13) | 58 (7.42) | 63 (7.88) | 39 (4.75) |
| Number of rooms per person, mean (SD) | ||||
| Per unit increase | 1.38 (0.83) | 1.24 (0.70)*** | 1.30 (0.79) | 1.31 (0.75) |
| Infection status, | ||||
| Negative | 3406 (94.46) | 381 (10.83) | 392 (11.14) | 238 (6.72) |
| Positive | 94 (2.54) | 14 (13.62) | 15 (15.41) | 4 (3.34) |
| N. chronic physical conditions, | ||||
| None | 2119 (60.30) | 208 (9.55)*** | 208 (9.61)*** | 123 (5.66)*** |
| 1 | 997 (28.60) | 110 (10.49) | 122 (11.68) | 64 (6.03) |
| > 1 | 384 (11.10) | 77 (19.31) | 77 (19.06) | 55 (13.49) |
| Social supporta, mean (SD) | ||||
| Per unit increase | 11.13 (1.89) | 10.57 (2.33)*** | 10.43 (2.39)*** | 10.35 (2.45)*** |
| COVID-related perceived stressb¸ mean (SD) | ||||
| Per unit increase | 13.19 (4.91) | 16.38 (4.8)*** | 15.93 (4.88)*** | 16.68 (4.89)*** |
| Pre-pandemic mental disorder, | ||||
| No | 2274 (65.65) | 134 (5.59)*** | 136 (5.87)*** | 70 (2.95)*** |
| Yes | 1226 (34.35) | 261 (21.06) | 271 (21.52) | 172 (13.67) |
Unweighted frequencies and weighted proportions are displayed for categorical variables. Mean and standard deviation (SD) are shown for continuous variables. Percentages in the overall column show the distribution of the sample, while GAD, MDD and GAD+MDD columns show proportion by sample characteristics. Asterisks reflect difference in sample characteristics by GAD, MDD and GAD+MDD (yes vs no) as indicated by Chi- and Student’s t-tests. **p < 0.01, ***p < 0.001
GAD generalized anxiety disorder, MDD major depressive disorder, COVID coronavirus infectious disease
aScores ranged from 3 to 14 with higher scores representing higher levels of social support
bScores ranged from 5 to 25 with higher scores representing higher levels of perceived stress
Unadjusted logistic regression models of factors related to GAD, MDD and the comorbid form
| Characteristic | Outcome 1 GAD | (95% CI) | Outcome 2 MDD | (95% CI) | Outcome 3 GAD + MDD | |
|---|---|---|---|---|---|---|
| OR | OR | OR | (95% CI) | |||
| Age | ||||||
| 18–34 | Ref | Ref | Ref | |||
| 35–54 | 0.73* | (0.56, 0.94) | 0.68** | (0.52, 0.87) | 0.86 | (0.61, 1.19) |
| 55–64 | 0.52*** | (0.38, 0.73) | 0.58** | (0.42, 0.80) | 0.69 | (0.46, 1.04) |
| + 65 | 0.39*** | (0.26, 0.56) | 0.39*** | (0.27, 0.56) | 0.50** | (0.28, 0.73) |
| Gender | ||||||
| Female vs male | 1.84*** | (1.48, 2.35) | 1.78*** | (1.42, 2.24) | 1.61** | (1.21, 2.13) |
| Highest level of education | ||||||
| ≤ Primary | Ref | Ref | Ref | |||
| Secondary | 0.73 | (0.50, 1.07) | 0.76 | (0.51, 1.11) | 0.69 | (0.44, 1.09) |
| ≥ Tertiary | 0.53** | (0.36, 0.80) | 0.50** | (0.34, 0.75) | 0.44** | (0.27, 0.71) |
| Marital status | ||||||
| Single | Ref | Ref | Ref | |||
| Married | 0.64*** | (0.51, 0.81) | 0.54*** | (0.43, 0.68) | 0.61** | (0.45, 0.82) |
| Divorced/separated | 0.86 | (0.59, 1.26) | 1.04 | (0.73, 1.50) | 1.11 | (0.72, 1.72) |
| Widowed | 0.68 | (0.41, 1.14) | 0.70 | (0.43, 1.14) | 0.82 | (0.44, 1.50) |
| Employment status | ||||||
| Employed | Ref | Ref | Ref | |||
| Unemployed | 1.43** | (1.12, 1.86) | 1.66*** | (1.29, 2.14) | 1.97*** | (1.44, 2.70) |
| Student | 1.70* | (1.04, 2.76) | 1.97** | (1.22, 3.17) | 1.84 | (1.00, 3.42) |
| Retired/sick-paid | 0.69* | (0.50, 0.95) | 0.78 | (0.57, 1.06) | 0.87 | (0.58, 1.29) |
| Number of rooms per person | ||||||
| Per unit increase | 0.77** | (0.65, 0.91) | 0.87 | (0.75, 1.01) | 0.89 | (0.74, 1.06) |
| Infection status | ||||||
| Positive vs negative | 1.30 | (0.72, 2.35) | 1.45 | (0.81, 2.60) | 0.49 | (0.18, 1.35) |
| N. of chronic physical conditions | ||||||
| None | Ref | Ref | Ref | |||
| 1 | 1.11 | (0.86, 1.43) | 1.24 | (0.97, 1.59) | 1.07 | (0.78, 1.47) |
| > 1 | 2.27*** | (1.68, 3.05) | 2.22*** | (1.64, 2.98) | 2.60*** | (1.83, 3.68) |
| Social support | ||||||
| Per unit increase | 0.85*** | (0.80, 0.90) | 0.81*** | (0.77, 0.86) | 0.81*** | (0.75, 0.87) |
| COVID-related perceived stress | ||||||
| Per unit increase | 1.17*** | (1.14, 1.20) | 1.14*** | (1.12, 1.17) | 1.18*** | (1.14, 1.21) |
| Pre-pandemic mental disorder | ||||||
| Yes vs no | 4.51*** | (3.59, 5.67) | 4.40*** | (3.51, 5.51) | 5.20*** | (3.87, 6.99) |
GAD generalized anxiety disorder, MDD major depressive disorder, OR odds ratio, COVID coronavirus infectious disease, CI confidence interval
*p < 0.05, **p < 0.01, ***p < 0.001
Adjusted logistic regression models of factors related to the three outcomes (GAD, MDD and the comorbid form)
| (Model 1) GAD | (Model 2) MDD | (Model 3) GAD + MDD | |
|---|---|---|---|
| Social support | 0.80 (0.72, 0.88)*** | 0.84 (0.79, 0.89)*** | 0.85 (0.79, 0.91)*** |
| COVID-related stress | 1.18 (1.13, 1.23)*** | 1.16 (1.11, 1.20)*** | 1.15 (1.11, 1.19)*** |
| Pre-pandemic mental disorder | 1.59 (0.31, 8.29) | 9.65 (4.15, 22.41)*** | 3.47 (2.52, 4.79)*** |
| Interactions | |||
| Social support * pre-pandemic mental disorder | 1.18 (1.04, 1.34)* | – | – |
| COVID-related stress * pre-pandemic mental disorder | 0.94 (0.89, 0.99)* | 0.93 (0.88, 0.97)** | – |
Models included all variables, significant interaction terms shown in the table and age, gender, highest level of education, marital status, employment status, number of rooms per person, and number of chronic physical conditions.
COVID coronavirus infectious disease, CI confidence interval, GAD generalized anxiety disorder, MDD major depressive disorder
*p < 0.05, **p < 0.01, ***p ≤ 0.001
Fig. 1Probabilities for GAD and MDD according to pre-pandemic mental disorders and COVID-related stress. Estimated probabilities of GAD and MDD were calculated based on the adjusted logistic regression models through margins command [38] adjusting for covariates at mean, taking into account the real proportion in the sample. GAD: generalized anxiety disorder; MDD: major depression disorder, COVID: coronavirus infectious disease
Fig. 2Probabilities for GAD by pre-pandemic mental disorders and social support according to logistic regression model. Estimated probabilities of GAD and MDD were calculated based on the adjusted logistic regression models through margins command [38] adjusting for covariates at mean, taking the real proportion in the sample into account. GAD: generalized anxiety disorder; MDD: major depression disorder