The Impact of the Pandemic on Mental Health in Ethnically Diverse Mothers: Findings from the Born in Bradford, Tower Hamlets and Newham COVID-19 Research Programmes
Abstract
:1. Introduction
- Explore what factors are associated with poor mental health during the COVID-19 pandemic across a range of ethnic groups in three areas in England.
- Explore in depth, the association between financial insecurity and mental health.
- Explore the association between loneliness and mental health.
- Identify how any ethnic differences in mother’s mental health are modified by financial insecurity, loneliness, and social support.
2. Materials and Methods
2.1. Setting
2.2. Study Design and Participants
2.2.1. Bradford
2.2.2. Tower Hamlets
2.2.3. Newham
2.3. Data Collection
2.4. Measures
2.4.1. Outcomes
2.4.2. Exposures
Ethnicity
Financial Insecurity
Loneliness
Other Household Characteristics
Location of Residency
2.5. Data Analysis
3. Results
3.1. Sample Characteristics
Characteristics | Overall | Bradford | Tower Hamlets | Newham | ||||
---|---|---|---|---|---|---|---|---|
n = 2807 | % | n = 1466 | % | n = 445 | % | n = 896 | % | |
Depressive symptoms | ||||||||
None | 1236 | 44% | 876 | 60% | 154 | 35% | 206 | 23% |
Mild | 794 | 28% | 344 | 23% | 136 | 31% | 314 | 35% |
Moderate | 561 | 20% | 148 | 10% | 90 | 20% | 323 | 36% |
Moderately severe | 163 | 6% | 73 | 5% | 51 | 11% | 39 | 4% |
Severe | 53 | 2% | 25 | 2% | 14 | 3% | 14 | 2% |
Anxiety symptoms | ||||||||
None | 1360 | 48% | 930 | 63% | 182 | 41% | 248 | 28% |
Mild | 861 | 31% | 335 | 23% | 138 | 31% | 388 | 43% |
Moderate | 421 | 15% | 120 | 8% | 82 | 18% | 219 | 24% |
Severe | 165 | 6% | 81 | 6% | 43 | 10% | 41 | 5% |
Ethnicity | ||||||||
White | ||||||||
British | 1237 | 44% | 609 | 42% | 176 | 40% | 452 | 50% |
Irish | 121 | 4% | <5 | --- | <5 | --- | 116 | 13% |
Any other White | 219 | 8% | 39 | 3% | 58 | 13% | 122 | 14% |
Black/Black British/Mixed Caribbean/African | ||||||||
Caribbean | 46 | 2% | 21 | 1% | 8 | 2% | 17 | 2% |
African | 35 | 1% | 16 | 1% | 12 | 3% | 7 | 1% |
Asian/Asian British/Mixed | ||||||||
Indian | 94 | 3% | 51 | 3% | 11 | 2% | 32 | 4% |
Pakistani | 659 | 23% | 623 | 43% | 8 | 2% | 28 | 3% |
Bangladeshi | 200 | 7% | 37 | 3% | 129 | 29% | 34 | 4% |
Any other Asian | 81 | 3% | 32 | 2% | 18 | 4% | 31 | 4% |
Any other ethnic group/Mixed | 115 | 4% | 36 | 2% | 22 | 5% | 57 | 6% |
Relationship status | ||||||||
Single | 328 | 12% | 188 | 13% | 67 | 15% | 73 | 8% |
Married/civil partnership | 2194 | 78% | 1117 | 76% | 329 | 74% | 748 | 83% |
Not married but in a relationship | 285 | 10% | 161 | 11% | 49 | 11% | 75 | 8% |
Pregnancy status | ||||||||
No | 2515 | 90% | 1415 | 97% | 369 | 83% | 731 | 82% |
Yes | 292 | 10% | 51 | 3% | 76 | 17% | 165 | 18% |
Home condition—mould or damp house | ||||||||
No | 2114 | 75% | 1090 | 74% | 322 | 72% | 702 | 78% |
Yes | 693 | 25% | 376 | 26% | 123 | 28% | 194 | 22% |
Worrying about job security | ||||||||
Strongly disagree | 383 | 14% | 272 | 19% | 33 | 7% | 78 | 9% |
Disagree | 691 | 25% | 392 | 27% | 69 | 16% | 230 | 26% |
Neither agree or disagree | 659 | 24% | 296 | 20% | 133 | 30% | 230 | 26% |
Agree | 735 | 26% | 338 | 23% | 150 | 34% | 247 | 28% |
Strongly agree | 339 | 12% | 168 | 11% | 60 | 13% | 111 | 12% |
Food insecurity—Food didn’t last | ||||||||
Never true | 2061 | 73% | 1243 | 85% | 271 | 61% | 547 | 61% |
Sometimes true | 512 | 18% | 174 | 12% | 133 | 30% | 205 | 23% |
Often true | 234 | 8% | 49 | 3% | 41 | 9% | 144 | 16% |
Food insecurity—Couldn’t afford balanced meals | ||||||||
Never true | 2072 | 74% | 1238 | 84% | 265 | 60% | 569 | 64% |
Sometimes true | 474 | 17% | 156 | 11% | 135 | 30% | 183 | 20% |
Often true | 261 | 9% | 72 | 5% | 45 | 10% | 144 | 16% |
Food insecurity—Have been hungry? | ||||||||
No | 2467 | 88% | 1413 | 96% | 376 | 84% | 678 | 76% |
Yes | 340 | 12% | 53 | 4% | 69 | 16% | 218 | 24% |
Financial insecurity—how are you getting on | ||||||||
Living comfortably | 597 | 21% | 342 | 23% | 82 | 18% | 173 | 19% |
Doing alright | 1172 | 42% | 666 | 45% | 158 | 36% | 348 | 39% |
Just about getting by | 728 | 26% | 341 | 23% | 126 | 28% | 261 | 29% |
Finding it quite difficult | 212 | 8% | 85 | 6% | 47 | 11% | 80 | 9% |
Finding it very difficult | 98 | 3% | 32 | 2% | 32 | 7% | 34 | 4% |
Quality of relationship with partner | ||||||||
NA- Single | 328 | 12% | 188 | 13% | 67 | 15% | 73 | 8% |
Excellent | 1002 | 36% | 643 | 44% | 133 | 30% | 226 | 25% |
Good | 1051 | 37% | 508 | 35% | 166 | 37% | 377 | 42% |
Average | 348 | 12% | 103 | 7% | 52 | 12% | 193 | 22% |
Poor | 50 | 2% | 14 | 1% | 17 | 4% | 19 | 2% |
Very poor | 28 | 1% | 10 | 1% | 10 | 2% | 8 | 1% |
Social support—No of people you can count on | ||||||||
0–2: Low | 683 | 24% | 273 | 19% | 131 | 29% | 279 | 31% |
3–6: Medium | 1397 | 50% | 651 | 44% | 235 | 53% | 511 | 57% |
7 and more: High | 727 | 26% | 542 | 37% | 79 | 18% | 106 | 12% |
Social support—No of people you can count on living locally | ||||||||
0–2: Low | 1386 | 49% | 573 | 39% | 253 | 57% | 560 | 63% |
3–6: Medium | 1069 | 38% | 608 | 41% | 165 | 37% | 296 | 33% |
7 and more: High | 352 | 13% | 285 | 19% | 27 | 6% | 40 | 4% |
Loneliness | ||||||||
None/almost none of the time | 1313 | 47% | 899 | 61% | 163 | 37% | 251 | 28% |
Some of the time | 995 | 35% | 450 | 31% | 198 | 44% | 347 | 39% |
Most of the time | 384 | 14% | 84 | 6% | 50 | 11% | 250 | 28% |
All/almost all of the time | 115 | 4% | 33 | 2% | 34 | 8% | 48 | 5% |
3.2. Factors Associated with Clinically Important Depressive Symptoms
3.3. Ethnic Differences in the Risk of Clinically Important Depressive Symptoms and Role of Financial Insecurity
3.4. Ethnic Differences in the Risk of Clinically Important Depressive Symptoms and the Role of Loneliness
3.5. Clinically Important Anxiety Symptoms
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
UK | United Kingdom |
PHQ-8 | Patient Health Questionnaire 8 |
GAD-7 | Generalised Anxiety Disorder Assessment 7 |
SD | Standard Deviation |
OR | Odds Ratio |
CI | Confidence Intervals |
Ref | Reference group |
BAME | Black, Asian, and Minority Ethnic |
Est | Estimate |
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Characteristics | Depressive Symptoms | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
None | Mild | Moderate | Moderately Severe | Severe | Total | ||||||
n | % (95% CI) | n | % (95% CI) | n | % (95% CI) | n | % (95% CI) | n | % (95% CI) | n | |
Overall | 1236 | 44% (42–46%) | 794 | 28% (27–30%) | 561 | 20% (19–22%) | 163 | 6% (5–7%) | 53 | 2% (1–2%) | 2807 |
Ethnicity | |||||||||||
White | |||||||||||
British | 462 | 37% (35–40%) | 437 | 35% (33–38%) | 253 | 20% (18–23%) | 68 | 6% (4–7%) | 17 | 1% (1–2%) | 1237 |
Irish | 13 | 11% (6–18%) | 21 | 17% (12–25%) | 84 | 69% (61–77%) | <5 | --- | <5 | --- | 121 |
Any other White | 82 | 37% (31–44%) | 55 | 25% (20–31%) | 67 | 31% (25–37%) | 12 | 5% (3–9%) | 5 | 1% (1–4%) | 219 |
Black/British Black | |||||||||||
Caribbean | 23 | 50% (36–64%) | 8 | 17% (9–31%) | 7 | 15% (7–29%) | 5 | 11% (5–24%) | <5 | --- | 46 |
African | 17 | 49% (33–65%) | 9 | 26% (14–42%) | <5 | --- | <5 | --- | <5 | --- | 35 |
Asian/British Asian | |||||||||||
Indian | 57 | 61% (50–70%) | 24 | 26% (18–35%) | 8 | 9% (4–16%) | 5 | 5% (2–12%) | 0 | --- | 94 |
Pakistani | 415 | 63% (59–67%) | 127 | 19% (16–22%) | 69 | 10% (8–13%) | 35 | 5% (4–7%) | 13 | 2% (1–3%) | 659 |
Bangladeshi | 71 | 36% (29–42%) | 60 | 30% (24–37%) | 41 | 21% (15–27%) | 22 | 11% (7–16%) | 6 | 3% (1–7%) | 200 |
Any other Asian | 43 | 53% (42–64%) | 21 | 26% (18–37%) | 11 | 14% (8–23%) | 6 | 5% (2–12%) | <5 | --- | 81 |
Any other ethnic group/Mixed | 53 | 46% (37–55%) | 32 | 28% (20–37%) | 17 | 15% (9–23%) | 6 | 5% (2–11%) | 7 | 6% (3–12%) | 115 |
Relationship status | |||||||||||
Single | 130 | 40% (34–45%) | 89 | 27% (23–32%) | 49 | 15% (11–19%) | 43 | 13% (10–17%) | 17 | 5% (3–8%) | 328 |
Married/civil partnership | 980 | 45% (43–47%) | 618 | 28% (26–30%) | 462 | 21% (19–23%) | 108 | 5% (4–6%) | 26 | 1% (1–2%) | 2194 |
Not married but in a relationship | 126 | 44% (39–50%) | 87 | 31% (25–36%) | 50 | 18% (14–22%) | 12 | 4% (2–7%) | 10 | 4% (2–6%) | 285 |
Pregnancy status | |||||||||||
No | 1147 | 46% (44–48%) | 733 | 29% (27–31%) | 435 | 17% (16–19%) | 150 | 6% (5–7%) | 50 | 2% (2–3%) | 2515 |
Yes | 89 | 30% (25–36%) | 61 | 21% (17–26%) | 126 | 43% (38–49%) | 13 | 4% (3–8%) | <5 | --- | 292 |
Home condition—mould or damp house | |||||||||||
No | 976 | 46% (44–48%) | 629 | 30% (28–32%) | 384 | 18% (17–20%) | 97 | 5% (4–6%) | 28 | 1% (1–2%) | 2114 |
Yes | 260 | 38% (34–41%) | 165 | 24% (21–27%) | 177 | 26% (22–29%) | 66 | 10% (8–12%) | 25 | 4% (2–5%) | 693 |
Worrying about job security | |||||||||||
Strongly disagree | 219 | 57% (52–62%) | 80 | 21% (17–25%) | 53 | 14% (11–18%) | 23 | 6% (4–9%) | 8 | 2% (1–4%) | 383 |
Disagree | 339 | 49% (45–53%) | 182 | 26% (23–30%) | 139 | 20% (17–23%) | 25 | 4% (2–5%) | 6 | 1% (0.4–2%) | 691 |
Neither agree or disagree | 271 | 41% (37–45%) | 175 | 27% (23–30%) | 155 | 24% (20–27%) | 39 | 6% (4–8%) | 19 | 3% (2–4%) | 659 |
Agree | 297 | 40% (37–44%) | 237 | 32% (29–36%) | 146 | 20% (17–23%) | 48 | 7% (5–9%) | 7 | 1% (0.4–2%) | 735 |
Strongly agree | 110 | 32% (28–38%) | 120 | 35% (30–41%) | 68 | 20% (16–25%) | 28 | 8% (6–12%) | 13 | 4% (2–6%) | 339 |
Food insecurity—Food didn’t last | |||||||||||
Never true | 1074 | 52% (50–54%) | 616 | 30% (28–32%) | 274 | 13% (12–15%) | 78 | 4% (3–5%) | 19 | 1% (1–2%) | 2061 |
Sometimes true | 132 | 26% (22–30%) | 139 | 27% (23–31%) | 172 | 34% (30–38%) | 48 | 9% (7–12%) | 21 | 4% (3–6%) | 512 |
Often true | 30 | 13% (9–18%) | 39 | 17% (12–22%) | 115 | 49% (43–56%) | 37 | 16% (12–21%) | 13 | 6% (3–9%) | 234 |
Food insecurity—Couldn’t afford balanced meals | |||||||||||
Never true | 1065 | 51% (49–54%) | 620 | 30% (28–32%) | 286 | 14% (12–15%) | 81 | 4% (3–5%) | 20 | 1% (1–2%) | 2072 |
Sometimes true | 125 | 26% (23–31%) | 124 | 26% (22–30%) | 158 | 33% (29–38%) | 48 | 10% (8–13%) | 19 | 4% (3–6%) | 474 |
Often true | 46 | 18% (13–23%) | 50 | 19% (15–24%) | 117 | 45% (39–51%) | 34 | 13% (9–18%) | 14 | 5% (3–9%) | 261 |
Food insecurity—Have been hungry? | |||||||||||
No | 1208 | 49% (47–51%) | 734 | 30% (28–32%) | 386 | 16% (14–17%) | 105 | 4% (4–5%) | 34 | 1% (1–2%) | 2467 |
Yes | 28 | 8% (6–12%) | 60 | 18% (14–22%) | 175 | 51% (46–57%) | 58 | 17% (13–21%) | 19 | 6% (4–9%) | 340 |
Financial insecurity—How are you getting on? | |||||||||||
Living comfortably | 368 | 62% (58–65%) | 151 | 25% (22–29%) | 56 | 9% (7–12%) | 21 | 4% (2–5%) | <5 | --- | 597 |
Doing alright | 566 | 48% (45–51%) | 322 | 27% (25–30%) | 224 | 19% (17–21%) | 47 | 4% (3–5%) | 13 | 1% (1–2%) | 1172 |
Just about getting by | 236 | 32% (29–36%) | 247 | 34% (31–37%) | 184 | 25% (22–29%) | 45 | 6% (5–8%) | 16 | 2% (1–4%) | 728 |
Finding it quite difficult | 48 | 23% (18–29%) | 56 | 26% (21–33%) | 69 | 33% (27–39%) | 27 | 13% (9–18%) | 12 | 6% (3–10%) | 212 |
Finding it very difficult | 18 | 18% (12–27%) | 18 | 18% (12–27%) | 28 | 29% (21–38%) | 23 | 23% (16–33%) | 11 | 11% (6–19%) | 98 |
Relationship quality with partner | |||||||||||
NA-Single | 130 | 40% (34–45%) | 89 | 27% (23–32%) | 49 | 15% (11–19%) | 43 | 13% (10–17%) | 17 | 5% (3–8%) | 328 |
Excellent | 602 | 60% (57–63%) | 237 | 24% (21–26%) | 125 | 12% (11–15%) | 24 | 2% (2–4%) | 14 | 1% (1–2%) | 1002 |
Good | 433 | 41% (38–44%) | 336 | 32% (29–35%) | 224 | 21% (19–24%) | 47 | 4% (3–6%) | 11 | 1% (1–2%) | 1051 |
Average | 63 | 18% (14–23%) | 119 | 34% (29–39%) | 137 | 39% (34–45%) | 24 | 7% (5–10%) | 5 | 1% (1–3%) | 348 |
Poor | 5 | 10% (4–22%) | 9 | 18% (10–31%) | 18 | 36% (24–50%) | 16 | 32% (21–46%) | <5 | --- | 50 |
Very poor | <5 | --- | <5 | 14% (5–32%) | 8 | 29% (15–48%) | 9 | 32% (18–51%) | <5 | --- | 28 |
Social support—No. of people you can count on | |||||||||||
0–2: Low | 196 | 29% (25–32%) | 206 | 30% (27–34%) | 183 | 27% (24–30%) | 76 | 11% (9–14%) | 22 | 3% (2–5%) | 683 |
3–6: Medium | 582 | 42% (39–44%) | 414 | 30% (27–32%) | 310 | 22% (20–24%) | 71 | 5% (4–6%) | 20 | 1% (1–2%) | 1397 |
7 and more: High | 458 | 63% (59–66%) | 174 | 24% (21–27%) | 68 | 9% (7–12%) | 16 | 2% (1–4%) | 11 | 2% (1–3%) | 727 |
Social support—No. of people you can count on living locally | |||||||||||
0–2: Low | 490 | 35% (33–38%) | 470 | 34% (31–36%) | 282 | 20% (18–23%) | 110 | 8% (7–9%) | 34 | 2% (2–3%) | 1386 |
3–6: Medium | 523 | 49% (46–52%) | 255 | 24% (21–27%) | 236 | 22% (20–25%) | 43 | 4% (3–5%) | 12 | 2% (1–2%) | 1069 |
7 and more: High | 223 | 63% (58–68%) | 69 | 20% (16–24%) | 43 | 12% (9–16%) | 10 | 3% (2–5%) | 7 | 2% (1–4%) | 352 |
Loneliness | |||||||||||
None/almost none of the time | 891 | 68% (65–70%) | 288 | 22% (20–24%) | 106 | 8% (7–10%) | 22 | 2% (1–3%) | 6 | 0.5% (0.2–1%) | 1313 |
Some of the time | 314 | 32% (29–35%) | 371 | 37% (34–40%) | 2401 | 24% (22–27%) | 60 | 6% (5–8%) | 10 | 1% (1–2%) | 995 |
Most of the time | 26 | 7% (5–10%) | 113 | 29% (25–34%) | 77 | 46% (41–51%) | 47 | 12% (9–16%) | 21 | 5% (4–8%) | 384 |
All/almost all of the time | 5 | 4% (2–10%) | 22 | 19% (13–27%) | 38 | 33% (25–42%) | 34 | 30% (22–39%) | 16 | 14% (9–22%) | 115 |
Univariate | Multivariate | ||||
---|---|---|---|---|---|
Unadjusted | Adjusted for Location of Residency Only | Adjusted for Loneliness Only | Adjusted for Social Support Only | Adjusted for Financial Insecurity Only | |
OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | |
Ethnicity | |||||
White other | 2.63 | 1.88 | 1.81 | 2.23 | 2.36 |
(2.05–3.36) | (1.45–2.43) | (1.37–2.39) | (1.73–2.88) | (1.83–3.04) | |
Black/British Black: Caribbean/African | 1.12 | 1.09 | 1.24 | 1 | 0.91 |
(0.68–1.83) | (0.65–1.80) | (0.71–2.18) | (0.59–1.64) | (0.55–1.51) | |
Asian/British Asian: Indian | 0.43 | 0.43 | 0.57 | 0.43 | 0.43 |
(0.23–0.78) | (0.24–0.80) | (0.30–1.09) | (0.23–0.79) | (0.24–0.79) | |
Asian/British Asian: Pakistani | 0.57 | 0.97 | 0.82 | 0.59 | 0.52 |
(0.45–0.73) | (0.74–1.26) | (0.64–1.07) | (0.47–0.75) | (0.41–0.66) | |
Asian/British Asian: Bangladeshi | 1.4 | 1.05 | 1.39 | 1.35 | 1.04 |
(1.02–1.92) | (0.76–1.45) | (0.98–1.98) | (0.97–1.87) | (0.75–1.44) | |
Other | 0.84 | 0.72 | 0.97 | 0.78 | 0.75 |
(0.59–1.19) | (0.50–1.03) | (0.66–1.43) | (0.55–1.12) | (0.52–1.08) | |
White British | 1 | 1 | 1 | 1 | 1 |
Location of residency | |||||
London | 3.25 | 2.87 | |||
(2.73–3.87) | (2.32–3.54) | ||||
Bradford | 1 | 1 | |||
Loneliness | |||||
Some of the time | 3.98 | 3.67 | |||
(3.18–4.98) | (2.93–4.61) | ||||
All of the time | 17.65 | 15.31 | |||
(13.64–22.85) | (11.76–19.93) | ||||
None of the time | 1 | 1 | |||
Social Support | |||||
Medium (3–6) | 2.68 | 2.43 | |||
(2.10–3.42) | (1.90–3.12) | ||||
Low (0–2) | 4.65 | 4.08 | |||
(3.57–6.06) | (3.11–5.34) | ||||
High (+7) | 1 | 1 | |||
Financial insecurity | |||||
Insecure | 2.59 | 2.57 | |||
(2.19–3.07) | (2.15–3.06) | ||||
Secure | 1 | 1 |
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McIvor, C.; Vafai, Y.; Kelly, B.; O’Toole, S.E.; Heys, M.; Badrick, E.; Iqbal, H.; Pickett, K.E.; Cameron, C.; Dickerson, J. The Impact of the Pandemic on Mental Health in Ethnically Diverse Mothers: Findings from the Born in Bradford, Tower Hamlets and Newham COVID-19 Research Programmes. Int. J. Environ. Res. Public Health 2022, 19, 14316. https://doi.org/10.3390/ijerph192114316
McIvor C, Vafai Y, Kelly B, O’Toole SE, Heys M, Badrick E, Iqbal H, Pickett KE, Cameron C, Dickerson J. The Impact of the Pandemic on Mental Health in Ethnically Diverse Mothers: Findings from the Born in Bradford, Tower Hamlets and Newham COVID-19 Research Programmes. International Journal of Environmental Research and Public Health. 2022; 19(21):14316. https://doi.org/10.3390/ijerph192114316
Chicago/Turabian StyleMcIvor, Claire, Yassaman Vafai, Brian Kelly, Sarah E. O’Toole, Michelle Heys, Ellena Badrick, Halima Iqbal, Kate E. Pickett, Claire Cameron, and Josie Dickerson. 2022. "The Impact of the Pandemic on Mental Health in Ethnically Diverse Mothers: Findings from the Born in Bradford, Tower Hamlets and Newham COVID-19 Research Programmes" International Journal of Environmental Research and Public Health 19, no. 21: 14316. https://doi.org/10.3390/ijerph192114316
APA StyleMcIvor, C., Vafai, Y., Kelly, B., O’Toole, S. E., Heys, M., Badrick, E., Iqbal, H., Pickett, K. E., Cameron, C., & Dickerson, J. (2022). The Impact of the Pandemic on Mental Health in Ethnically Diverse Mothers: Findings from the Born in Bradford, Tower Hamlets and Newham COVID-19 Research Programmes. International Journal of Environmental Research and Public Health, 19(21), 14316. https://doi.org/10.3390/ijerph192114316