| Literature DB >> 33721268 |
Christine M Wickens1,2,3,4,5, Hayley A Hamilton6,7,8, Tara Elton-Marshall6,7,8,9,10, Yeshambel T Nigatu6, Damian Jankowicz6, Samantha Wells6,7,8,9,11,12.
Abstract
OBJECTIVES: The COVID-19 pandemic has generated multiple psychological stressors, which may increase the prevalence of depressive symptoms. Utilizing Canadian survey data, this study assessed household- and employment-related risk factors for depressive symptoms during the pandemic.Entities:
Keywords: COVID-19; Depression; Employment; Family characteristics; Risk factors; Stress, psychological
Year: 2021 PMID: 33721268 PMCID: PMC7958935 DOI: 10.17269/s41997-020-00472-6
Source DB: PubMed Journal: Can J Public Health ISSN: 0008-4263
Depressive symptoms (feeling depressed 3+ days in past week) by demographic-, household-, and employment-related risk factors among Canadian English-speaking adults aged 18+ years (n = 1005)
| Total | Depressive symptoms | ||||
|---|---|---|---|---|---|
| Yes | No | ||||
| (%) | (%) | ||||
| Demographic risk factors | |||||
| Gender** | 1002 | ||||
| Man | 504 | 82 | (16.3) | 422 | (83.7) |
| Woman | 498 | 122 | (24.5) | 376 | (75.5) |
| Age** | 1005 | ||||
| 18–29 years | 132 | 38 | (28.8) | 94 | (71.2) |
| 30–39 years | 262 | 58 | (22.1) | 204 | (77.9) |
| 40–49 years | 129 | 28 | (21.7) | 101 | (78.3) |
| 50–59 years | 177 | 41 | (23.2) | 136 | (76.8) |
| 60+ years | 305 | 40 | (13.1) | 265 | (86.9) |
| Education | 998 | ||||
| Less than university degree | 460 | 102 | (22.2) | 358 | (77.8) |
| University degree | 538 | 103 | (19.1) | 435 | (80.9) |
| Income | 1005 | ||||
| Less than $40,000 | 128 | 32 | (25.0) | 96 | (75.0) |
| $40,000–$79,999 | 268 | 57 | (21.3) | 211 | (78.7) |
| $80,000–$119,999 | 226 | 49 | (21.7) | 177 | (78.3) |
| $120,000+ | 217 | 38 | (17.5) | 179 | (82.5) |
| Prefer not to answer | 166 | 29 | (17.5) | 137 | (82.5) |
| Household risk factors | |||||
| Household sizea*** | 1005 | ||||
| 1 person | 205 | 40 | (19.5) | 165 | (80.5) |
| 2 persons | 406 | 59 | (14.5) | 347 | (85.5) |
| 3 persons | 176 | 42 | (23.9) | 134 | (76.1) |
| 4+ persons | 218 | 64 | (29.4) | 154 | (70.6) |
| Presence of children under 6 years of age* | 779 | ||||
| No | 668 | 127 | (19.0) | 541 | (81.0) |
| Yes | 111 | 31 | (27.9) | 80 | (72.1) |
| Presence of children aged 6–12 years of age*** | 779 | ||||
| No | 688 | 126 | (18.3) | 562 | (81.7) |
| Yes | 91 | 32 | (35.2) | 59 | (64.8) |
| Residence locale | 1005 | ||||
| Urban | 465 | 106 | (22.8) | 359 | (77.2) |
| Suburban | 382 | 75 | (19.6) | 307 | (80.4) |
| Rural | 158 | 24 | (15.2) | 134 | (84.8) |
| Employment-related risk factors | |||||
| Job exposure to COVID-19** | 1005 | ||||
| No | 880 | 166 | (18.9) | 714 | (81.1) |
| Yes | 125 | 39 | (31.2) | 86 | (68.8) |
| Employment impact* | 1005 | ||||
| Working from home | 255 | 52 | (20.4) | 203 | (79.6) |
| Laid off, not working | 172 | 49 | (28.5) | 123 | (71.5) |
| No change, other | 578 | 104 | (18.0) | 474 | (82.0) |
| Financial worry due to COVID-19*** | 1005 | ||||
| Not at all to not very worried | 310 | 22 | (7.1) | 288 | (92.9) |
| Somewhat worried | 475 | 97 | (20.4) | 378 | (79.6) |
| Very worried | 220 | 86 | (39.1) | 134 | (60.9) |
Chi-square statistical significance *p < 0.05; **p < 0.01; ***p< 0.001
aIn the binary logistic regression analysis, 1- and 2-person households were collapsed into a single category to accommodate the assessment of children in the household as a predictor of feeling depressed. A chi-square analysis of household size with 1- and 2-person households collapsed into a single category also generated a significant finding, χ(2) = 18.70, p < 0.001
Binary logistic regression models of depressive symptoms (feeling depressed 3+ days in the past week) among Canadian English-speaking adults aged 18+ years
| Depressive symptoms | ||||||
|---|---|---|---|---|---|---|
| Demographic risk factors model ( | Household risk factors model ( | Employment-related risk factors model ( | ||||
| Adj ORa | 95% CIb | Adj ORa | 95% CIb | Adj ORa | 95% CIb | |
| Demographic risk factors | ||||||
| Gender (ref = man) | 1.67** | 1.21, 2.30 | 1.37 | 0.94, 1.98 | 1.62** | 1.15, 2.27 |
| Age (ref = 60+ years) | ** | * | * | |||
| 18–29 years | 2.62*** | 1.57, 4.36 | 2.46** | 1.29, 4.68 | 2.38** | 1.38, 4.11 |
| 30–39 years | 2.12** | 1.34, 3.35 | 1.56 | 0.85, 2.89 | 1.67* | 1.01, 2.72 |
| 40–49 years | 1.98* | 1.15, 3.40 | 1.19 | 0.57, 2.46 | 1.57 | 0.88, 2.80 |
| 50–59 years | 1.91** | 1.17, 3.12 | 2.14* | 1.17, 3.93 | 1.57 | 0.93, 2.66 |
| Education (ref = less than university) | 0.83 | 0.60, 1.15 | 0.74 | 0.50, 1.08 | 0.85 | 0.60, 1.20 |
| Income (ref = less than $40,000) | ||||||
| $40,000–$79,999 | 0.87 | 0.52, 1.45 | 0.59 | 0.30, 1.16 | 0.83 | 0.49, 1.42 |
| $80,000–$119,999 | 0.90 | 0.53, 1.52 | 0.75 | 0.38, 1.47 | 0.93 | 0.53, 1.64 |
| $120,000+ | 0.66 | 0.38, 1.15 | 0.52 | 0.27, 1.03 | 0.74 | 0.41, 1.34 |
| Prefer not to answer | 0.70 | 0.39, 1.26 | 0.58 | 0.28, 1.21 | 0.21 | 0.36, 1.25 |
| Household risk factors | ||||||
| Household size (ref = 1or 2 persons) | * | |||||
| 3 persons | - | - | 1.55 | 0.94, 2.56 | - | - |
| 4 persons | - | - | 1.88* | 1.14, 3.12 | - | - |
| Presence of children under 6 years of age (ref = no) | - | - | 1.24 | 0.71, 2.14 | - | - |
| Presence of children aged 6–12 years of age (ref = no) | - | - | 1.98* | 1.12, 3.49 | - | - |
| Residence locale (ref = urban) | ||||||
| Suburban | - | - | 0.75 | 0.50, 1.12 | - | - |
| Rural | - | - | 0.54* | 0.30, 0.97 | - | - |
| Employment-related risk factors | ||||||
| Job exposure to COVID-19 (ref = no) | - | - | - | - | 1.82* | 1.15, 2.88 |
| Employment impact (ref = no change/other) | ||||||
| Working from home | - | - | - | - | 1.16 | 0.75, 1.77 |
| Laid off, not working | - | - | - | - | 1.08 | 0.70, 1.67 |
| Financial worry due to COVID-19 (ref = not at all to not very worried) | *** | |||||
| Somewhat worried | - | - | - | - | 3.14*** | 1.91, 5.16 |
| Very worried | - | - | - | - | 8.00*** | 4.70, 13.61 |
| Constant | 0.15*** | 0.20*** | 0.05*** | |||
| Hosmer and Lemeshow test | 4.51(8df) | 4.64(8df) | 12.10(8df) | |||
aAdjusted odds ratio
b95% confidence intervals
Wald statistical significance *p < 0.05; **p < 0.01; ***p < 0.001