| Literature DB >> 36053581 |
Anna Mh Price1,2,3, Mary-Anne Measey4, Monsurul Hoq5, Anthea Rhodes4, Sharon Goldfeld6,2,3.
Abstract
BACKGROUND: There are calls for research into the mental health consequences of living through the COVID-19 pandemic. Australia's initial, effective suppression of COVID-19 offers insights into these indirect impacts in the relative absence of the disease. We aimed to describe the mental health experiences of Australian caregivers and children over 12 months, reporting differences related to demographic, socioeconomic and lockdown characteristics.Entities:
Keywords: COVID-19; Psychology
Mesh:
Year: 2022 PMID: 36053581 PMCID: PMC9341184 DOI: 10.1136/bmjpo-2021-001390
Source DB: PubMed Journal: BMJ Paediatr Open ISSN: 2399-9772
Demographic, socioeconomic, lockdown and mental health measures
| Measure | Description |
| Demographic | |
| Age | Collected for caregivers and children, reported in years. Families and children were differentially affected by lockdown depending on whether children were attending early education centres (day care) or school. This is because schools and early education centres were closed for different, and varying periods of the pandemic. Caregivers of school aged children were required to facilitate home learning, which was arguably more difficult for caregivers of young (compared with older) children. Similarly, families were required to care for young children when early education centres closed, which made it difficult to work from home and also balance other responsibilities. Child age was used as a proxy for these experiences, and categorised to represent preschool (0–4 years), primary/elementary school (5–11 years) and high school (12–17 years). |
| Gender | Collected for caregivers and children: response options ‘male’, ‘female’, ‘other’. Two caregivers and no children identified as ‘other’. Before the 2020 Australian census, ‘other’ gender data were not collected for the Australian population, so it was not possible to calculate weights for these caregivers. Hence, they were dropped from the analysis, and the gender variable was dichotomised into ‘female’ compared with ‘male’. |
| Sole caregiver | Question ‘are you the sole (single) parent or carer of a child 17 years of age or younger?’, binary response options ‘yes’ (one caregiver household) compared with ‘no’ (multicaregiver household). |
| Caregiver education | Question ‘what is the highest level of schooling/education you have completed?’. Responses were trichotomised into three categories that meaningfully represented education as a socioeconomic measure for Australians: (1) ‘year 12 or less’ (response options: less than year 10, year 10 or equivalent (eg, school certificate), year 12 or equivalent); (2) ‘vocational training certificate’ (response options: trade/apprenticeship (eg, carpenter), certificate/diploma (eg, Cert IV Childcare)); or (3) ‘university degree’ (response options: undergraduate university degree, postgraduate university degree (eg, Masters, Doctorate, PhD). |
| Caregiver country of birth | Question ‘were you born in Australia?’, binary response options ‘yes’ (born in Australia) compared with ‘no’ (outside Australia). |
| Home language | Question ‘do you speak a language other than English at home?’, binary response options ‘yes’ (other than English) compared with ‘no’ (English). |
| Cultural or linguistic diversity | A composite of the two above variables, caregiver country of birth and home language, to represent respondents who answered ‘yes’ to either or both items compared with ‘no’ (answering no to both items). |
| Socioeconomic and lockdown | |
| Job/income loss during COVID-19 | Three items drawn from the CoRonavIruS Health Impact Survey caregiver version |
| Low income (<$A1000) | A binary variable based on current total household income before tax, categorised into 10 options ranging from ‘less than $A500 per week’ to ‘more than $A3000 per week’, plus ‘prefer not to say’. In 2021, to protect against the economic fallout of lockdown, the Australian federal government rapidly implemented a suite of short-term financial supports, which included an unemployment supplement (‘JobSeeker’) which doubled recipients’ social welfare benefits from $A550 to $A1100 a fortnight, and a wage supplement for eligible businesses to retain their workforce (‘JobKeeper’). These social policy changes represented some of the largest (although temporary) in Australia’s history and were so significant that, by September 2020, levels of poverty and housing stress in Australia were substantially lower than the levels directly preceding COVID-19. To capture any relationships between income poverty and mental health, we created a binary variable summarising low income (‘less than $A1000 per week’ compared with more) based on Australian thresholds. |
| Could not afford essential items | Eight items adapted from the Household, Income and Labour Dynamics in Australia Survey Wave 18 Household Questionnaire Material Deprivation Module |
| Current lockdown | All Australian states and territories experienced a first national, 10-week lockdown from 23 March to 1 June 2020. Victoria experienced a second extended and more severe, 20-week lockdown from 8 July to 23 November 2020. There were several short (less than a week) lockdowns in the intervening months across states, before New South Wales experienced its second extended period of lockdown, which began incrementally on 26 June 2021. Victoria experienced its fifth (in total) lockdown from 16 to 27 July 2021, before an extended lockdown subsequently began a week later on 5 August 2021. Current lockdown was therefore categorised as follows. The national lockdown had eased for the collection of the June 2020 poll, so no (denoted ‘N’ in tables 2 and 3) Australians were in lockdown. Thus, the number/proportion not in lockdown represents the whole cohort (and is equal to the ‘overall’ numbers/proportions at top of tables 2 and 3). For the September 2020 poll, only residents of metropolitan Melbourne in the state of Victoria were in lockdown (denoted ‘Y’ for ‘yes’) compared with all other Australians (N). This was categorised according to respondents who reported living in Victoria and living in ‘metropolitan’ compared with ‘regional/rural’ areas. By July 2021, many states/territories were going in and out of lockdown, and this question was added into the poll and reported on directly with the question ‘are you currently under stay-at-home orders or restrictions due to COVID-19 (also known as ‘lockdown’)?’, responses ‘yes’ compared with ‘no’. |
| Total length of lockdown | Trichotomous variable based on total length of lockdown experienced by each state/territory. By 31 July 2021, the total length of COVID-19 lockdown was greatest for the state of Victoria (‘Vic’, total 31 weeks); followed by the state of New South Wales (‘NSW’, total 15 weeks) and then all ‘other’ states and territories (total range 10–12 weeks). The following geographical categories were used as a proxy for total length of lockdown: (1) Victorian (most), (2) NSW and (3) other (least). |
| Mental health | |
| Caregiver mental health | 6 items of the Kessler-6 (K6) assessing caregivers’ self-reported anxiety and depressive symptoms encountered in the last 4 weeks. Scored on a 5-point Likert scale from 1 ‘none of the time’ to 5 ‘all of the time’. Summarised into (1) a continuous total score and (2) a binary variable indicating ‘poor mental health’ (total score 19 or more) compared with not (total score 6–18). |
| Perceived impact of the pandemic on mental health | A 5-point item adapted from UK Young Minds Matter Study, |
Sample characteristics by survey, described with the number of respondents (proportion)
| Characteristic | Subgroup | Respondents, n (%) | ||
| June 2020 | September 2020 | July 2021 | ||
| Child | N=3411 | N=2553 | N=4327 | |
| Age in years | 0–4 | 628 (18.4) | 520 (20.4) | 1291 (29.8) |
| 5-11 | 1356 (39.8) | 1153 (45.2) | 1705 (39.4) | |
| 12-17 | 1427 (41.8) | 880 (34.5) | 1331 (30.8) | |
| Gender | F | 1664 (48.7) | 1242 (48.7) | 2013 (46.5) |
| M | 1747 (51.2) | 1311 (51.4) | 2314 (53.5) | |
Data were weighted using national demographic distributions for caregiver age, gender, family structure (sole caregiving, number of children and any under 5 years), state/territory and Socio-Economic Indexes for Areas Index of Relative Disadvantage (SEIFA).
*Highest education coded as year 12 or less (up to the end of high/secondary school; Y12); vocational training certificate (‘cert.’); or university degree (‘uni’).
†Low income defined according to Australian definitions of income poverty. Missing 767 caregivers who preferred not to report income.
‡Any one or more of mortgage or rent; electricity, gas, water bills; food; healthcare; prescription medicines; home or car insurance; mobile phone bills; internet, in the last month.
§Job loss by one or two adults, or reduction in income, due to COVID-19.
¶No Australians were in lockdown for the June 2020 poll, so the number/proportion is for the whole cohort. For the September 2020 poll, only residents of metropolitan Melbourne in the state of Victoria were in lockdown (Y) compared with all other Australians (N). In July 2021, many states/territories were going in and out of lockdown, and this question was asked directly (Y/N). Overall, Victorians experienced the longest total lockdown, followed by NSW, followed by other states and territories.
NSW, New South Wales; Vic, Victoria.
Mental health experiences by sample characteristic and survey, described with the number of respondents (weighted proportion)
| Characteristic | Subgroup | Poor caregiver mental health (K6)* | Perceived negative impact on caregiver mental health† | Perceived negative impact on child mental health† | ||||||
| June 2020 N=2020 | September 2020 N=1434 | July 2021 N=2508 | June 2020 N=2020 | September 2020 N=1434 | July 2021 N=2508 | June 2020 N=3411 | September 2020 N=2553 | July 2021 N=4327 | ||
| Overall | All | 264 (17.4) | 247 (19.5) | 541 (18.9) | 949 (47.4) | 708 (50.3) | 1490 (60.0) | 1055 (25.6) | 884 (33.1) | 1807 (44.0) |
| Child | ||||||||||
| Age in years | 0–4 | – | – | – | – | – | – | 81 (12.8) | 101 (19.9) | 330 (24.2) |
| 5–11 | – | – | – | – | – | – | 440 (32.3) | 414 (37.3) | 789 (46.9) | |
| 12–17 | – | – | – | – | – | – | 534 (38.2) | 369 (43.7) | 688 (51.5) | |
| Gender | F | – | – | – | – | – | – | 525 (25.1) | 438 (32.8) | 876 (45.5) |
| M | – | – | – | – | – | – | 530 (26.0) | 446 (33.4) | 931 (42.7) | |
| Caregiver | ||||||||||
| Gender | F | 153 (18.3) | 110 (18.0) | 338 (20.5) | 489 (49.6) | 410 (53.9) | 920 (63.7) | 512 (25.9) | 521 (35.1) | 1099 (45.7) |
| M | 111 (15.8) | 137 (21.8) | 203 (16.6) | 460 (44.1) | 298 (44.7) | 570 (54.7) | 543 (25.1) | 363 (30.0) | 708 (41.6) | |
| Sole carer | Yes | 137 (36.1) | 100 (36.5) | 268 (32.6) | 199 (42.7) | 99 (36.2) | 335 (44.3) | 190 (24.3) | 144 (27.1) | 397 (30.9) |
| No | 127 (10.2) | 147 (14.8) | 273 (15.0) | 750 (49.2) | 609 (54.1) | 1155 (64.5) | 865 (26.0) | 740 (34.8) | 1410 (47.9) | |
| Education‡ | Y12 | 55 (21.7) | 61 (26.9) | 124 (15.8) | 141 (40.2) | 98 (42.9) | 211 (47.3) | 148 (21.2) | 115 (24.3) | 293 (39.2) |
| Cert. | 73 (21.4) | 65 (19.9) | 152 (20.0) | 244 (48.7) | 204 (56.1) | 418 (64.6) | 293 (28.6) | 264 (34.9) | 524 (51.1) | |
| Uni. | 136 (15.8) | 121 (16.9) | 265 (17.5) | 564 (48.8) | 406 (49.6) | 861 (61.5) | 614 (25.3) | 505 (34.9) | 990 (41.8) | |
| Born outside Australia | Yes | 58 (12.5) | 40 (11.7) | 124 (16.9) | 243 (42.4) | 169 (49.2) | 379 (60.0) | 253 (23.0) | 184 (32.0) | 396 (40.2) |
| No | 198 (18.9) | 198 (21.0) | 405 (19.6) | 694 (49.4) | 530 (50.8) | 1080 (60.1) | 789 (26.8) | 695 (33.7) | 1375 (45.3) | |
| Home language other than English | Yes | 80 (20.9) | 79 (22.5) | 176 (25.1) | 172 (40.6) | 154 (47.6) | 337 (58.9) | 178 (21.7) | 181 (31.7) | 352 (39.5) |
| No | 184 (16.3) | 168 (18.6) | 365 (17.0) | 777 (49.4) | 554 (51.1) | 1153 (58.9) | 877 (26.8) | 703 (33.5) | 1455 (45.4) | |
| Socioeconomic | ||||||||||
| SEIFA quintile (1=most disadvantage, 5=least disadvantage) | 1 | 41 (22.1) | 35 (20.7) | 97 (26.1) | 86 (41.4) | 77 (47.4) | 172 (56.0) | 115 (27.1) | 90 (31.3) | 223 (42.0) |
| 2 | 50 (20.5) | 53 (25.6) | 99 (21.4) | 125 (46.1) | 117 (51.3) | 215 (60.6) | 133 (21.1) | 157 (32.6) | 262 (45.1) | |
| 3 | 49 (16.2) | 41 (19.3) | 114 (17.9) | 186 (53.1) | 129 (51.9) | 295 (58.7) | 191 (27.3) | 170 (34.5) | 350 (40.8) | |
| 4 | 66 (17.9) | 54 (20.8) | 108 (16.0) | 205 (44.1) | 149 (49.6) | 350 (62.4) | 242 (26.6) | 172 (31.0) | 392 (42.8) | |
| 5 | 58 (9.4) | 64 (11.1) | 123 (16.5) | 347 (51.7) | 236 (51.0) | 458 (67.1) | 374 (26.3) | 295 (35.7) | 580 (52.9) | |
| Low income (<$A1000)§ | Yes | 69 (27.5) | 58 (31.3) | 171 (29.5) | 120 (53.4) | 89 (45.6) | 230 (51.2) | 111 (26.1) | 133 (33.3) | 271 (35.3) |
| No | 165 (15.5) | 167 (17.3) | 326 (16.6) | 686 (45.2) | 507 (49.2) | 1064 (61.0) | 774 (24.8) | 631 (32.4) | 1292 (44.6) | |
| Could not afford essential items¶ | Yes | 359 (37.4) | 156 (38.4) | 341 (35.5) | 263 (50.3) | 165 (44.8) | 469 (59.2) | 270 (26.5) | 236 (33.9) | 586 (42.6) |
| No | 96 (8.8) | 91 (12.3) | 200 (11.2) | 686 (46.2) | 543 (52.4) | 1021 (60.4) | 785 (25.1) | 648 (32.8) | 1221 (44.7) | |
| Pandemic experience | ||||||||||
| Job/income loss** | Yes | 96 (23.7) | 93 (27.5) | 218 (28.8) | 306 (51.0) | 224 (59.5) | 486 (71.1) | 305 (25.0) | 297 (40.7) | 613 (55.8) |
| No | 168 (15.1) | 288 (16.4) | 323 (15.3) | 643 (46.1) | 484 (46.8) | 1004 (55.9) | 750 (25.7) | 587 (30.2) | 1194 (39.7) | |
| Current lockdown†† | Yes | n/a | 83 (24.0) | 353 (23.5) | n/a | 240 (58.1) | 867 (62.9) | n/a | 355 (44.1) | 1114 (49.6) |
| No | 264 (17.4) | 164 (17.7) | 188 (13.3) | 949 (47.4) | 468 (47.3) | 623 (56.4) | 1055 (25.6) | 529 (28.7) | 693 (37.3) | |
| State as a proxy for total length of lockdown (Vic=most, other=least)†† | Vic | 85 (17.7) | 93 (23.3) | 200 (25.1) | 284 (48.9) | 266 (57.5) | 483 (66.4) | 321 (23.8) | 389 (42.5) | 626 (51.4) |
| NSW | 96 (21.6) | 78 (18.6) | 188 (22.0) | 307 (49.2) | 213 (49.0) | 477 (60.8) | 306 (25.9) | 267 (34.4) | 603 (48.9) | |
| Other | 83 (12.4) | 76 (16.6) | 153 (11.2) | 358 (43.9) | 229 (44.1) | 530 (54.4) | 428 (26.9) | 228 (21.0) | 578 (33.7) | |
Proportions were weighted using national demographic distributions for caregiver age, gender, family structure (sole caregiving, number of children and any under 5 years), state/territory and Socio-Economic Indexes for Areas Index of Relative Disadvantage (SEIFA).
*Kessler-6 (K6) dichotomised into a binary ‘poor mental health’ (total score 19 or more) compared with not (total score 6–18).
†Dichotomised into negative (‘small negative/large negative’) compared with positive (‘none/small positive/large positive’).
‡Highest education coded as year 12 or less (up to the end of high/secondary school; Y12); vocational training certificate (‘cert.’); or university degree (‘uni’).
§Low income defined according to Australian definitions of income poverty. Missing 767 caregivers who preferred not to report income.
¶Any one or more of mortgage or rent; electricity, gas, water bills; food; healthcare; prescription medicines; home or car insurance; mobile phone bills; internet, in the last month.
**Job loss by one or two adults, or reduction in income, due to COVID-19.
††No Australians were in lockdown for the June 2020 poll, so the proportion is for the whole cohort (see ‘overall’ at top of table). For the September 2020 poll, only residents of metropolitan Melbourne in the state of Victoria were in lockdown (Y) compared with all other Australians (N). In July 2021, many states/territories were going in and out of lockdown, and this question was asked directly (Y/N). Overall, Victorians experienced the longest total lockdown, followed by NSW, followed by other states and territories.
NSW, New South Wales; Vic, Victoria.
Figure 1Estimated probabilities over time (by survey) and by state/territory (as a proxy for total length of lockdown) adjusted for potential confounders for (A: top Figure) caregiver K6, and negative mental health impacts for the (B: middle Figure) caregiver and (C: bottom Figure) children. NSW, New South Wales; Vic, Victoria.