| Literature DB >> 35150268 |
Andrew Wister1, Lun Li1, Barbara Mitchell2, Christina Wolfson3,4,5, Jacqueline McMillan6,7, Lauren E Griffith8,9,10, Susan Kirkland11, Parminder Raina8,9,10,12.
Abstract
OBJECTIVES: Studies on informal caregiving during the coronavirus disease 2019 (COVID-19) pandemic have mainly focused on subgroups of caregivers using cross-sectional or convenience samples, limiting the generalizability of findings. Conversely, this longitudinal study examines the effects of the pandemic and caregiving factors on depressive symptoms and anxiety over 9 months among informal caregivers in Canada.Entities:
Keywords: Anxiety; CLSA; COVID-19; Depressive symptoms; Informal caregiving
Mesh:
Year: 2022 PMID: 35150268 PMCID: PMC8903401 DOI: 10.1093/geronb/gbac035
Source DB: PubMed Journal: J Gerontol B Psychol Sci Soc Sci ISSN: 1079-5014 Impact factor: 4.942
Figure 1.Final study sample selection flow chart. CLSA = Canadian Longitudinal Study on Aging; COVID-19 = coronavirus disease 2019; FUP1 = Follow-up 1.
Studied Variables and CLSA Sources
| Baseline | FUP1 | COVID-B survey | COVID-E survey | |
|---|---|---|---|---|
| Sex | ✓ | |||
| Age | ✓ | |||
| Marital status | ✓ | |||
| Education | ✓ | |||
| Work status | ✓ | |||
| Income | ✓ | |||
| Living area | ✓ | |||
| Country of birth | ✓ | |||
| Number of care receivers | ✓ | |||
| Caregiving hours per week | ✓ | |||
| Location of care | ✓ | |||
| Increase caregiving hours | ✓ | ✓ | ||
| Unable to care | ✓ | ✓ | ||
| Depressive symptoms | ✓ | ✓ | ✓ | |
| Anxiety | ✓ | ✓ |
Notes: CLSA = Canadian Longitudinal Study on Aging; COVID-B = COVID-19 Baseline; COVID-E = COVID-19 Exit; FUP1 = Follow-up 1.
Background Characteristics of Informal Caregivers and Sex Differences
| All caregivers ( | Female caregivers ( | Male caregivers ( | χ 2 (df)/ | |
|---|---|---|---|---|
| Sex | — | — | — | |
| Female | 7,915/56.06 | |||
| Male | 6,203/43.94 | |||
| Age | 16.15 (2)*** | |||
| 50–64 years old | 5,630/39.88 | 3,256/41.14 | 2,374/38.27 | |
| 65–74 years old | 5,101/36.13 | 2,846/35.96 | 2,255/36.35 | |
| 75 years and older | 3,387/23.99 | 1,813/22.91 | 1,574/25.37 | |
| Marital status | 507.05 (1)*** | |||
| Unmarried | 3,880/27.50 | 2,768/34.99 | 1,112/17.94 | |
| Married/common-law | 10,229/72.50 | 5,142/65.01 | 5,087/82.06 | |
| Education | 106.56 (2)*** | |||
| No postsecondary education | 2,849/20.20 | 1,688/21.34 | 1,161/18.74 | |
| Some postsecondary education | 4,474/31.72 | 2,720/34.39 | 1,754/28.31 | |
| University degrees | 6,783/48.09 | 3,502/44.27 | 3,281/52.95 | |
| Work status | 33.22 (1)*** | |||
| Employed | 4,077/29.57 | 2,133/27.59 | 1,944/32.10 | |
| Unemployed/retired | 9,711/70.43 | 5,599/72.41 | 4,112/67.90 | |
| Income | 992.85 (3)*** | |||
| Less than $20,000 | 1,672/12.37 | 1,331/17.82 | 341/5.64 | |
| $20,000–$49,999 | 4,843/35.83 | 3,048/40.80 | 1,795/29.69 | |
| $50,000–$99,999 | 4,954/36.65 | 2,402/32.15 | 2,552/42.22 | |
| $100,000 and more | 2,047/15.15 | 690/9.24 | 1,357/22.45 | |
| Living area | 7.45 (1)** | |||
| Rural and DA | 2,490/17.72 | 1,456/18.50 | 1,034/16.73 | |
| Urban area | 11,559/82.28 | 6,413/81.50 | 5,146/83.27 | |
| Country of birth | 18.31 (1)*** | |||
| Canada | 12,026/85.22 | 6,832/86.35 | 5,194/83.77 | |
| Foreign born | 2,086/14.78 | 1,080/13.65 | 1,006/16.23 | |
| Number of care receivers | 4.65 (1)* | |||
| 1 care receiver | 7,849/55.65 | 4,338/54.85 | 3,511/56.67 | |
| 2 care receivers or more | 6,256/44.35 | 3,571/45.15 | 2,685/43.33 | |
| Caregiving hour/week for main receiver | 113.37 (1)*** | |||
| Fewer than 5 hr | 10,648/77.97 | 5,714/74.62 | 4,934/82.23 | |
| 5 hr or more | 3,009/22.03 | 1,943/25.38 | 1,066/17.77 | |
| Dwelling location of main receiver | 63.35 (2)*** | |||
| Same household with caregiver | 3,263/23.11 | 1,635/20.66 | 1,628/26.25 | |
| Out of caregiver’s household | 9,287/65.78 | 5,400/68.22 | 3,887/62.66 | |
| Health care institution | 1,568/11.11 | 880/11.12 | 688/11.09 | |
| Depressive symptoms (FUP1) | 4.94 (4.45) | 5.34 (4.72) | 4.43 (4.01) | 12.30*** |
| COVID-19 Baseline survey | ||||
| Depressive symptoms (CES-D 10) | 6.16 (5.22) | 6.79 (5.50) | 5.37 (4.73) | 16.24 (13,551)*** |
| Anxiety (GAD-7) | 2.81 (3.67) | 3.21 (3.92) | 2.31 (3.28) | 14.22 (12,883)*** |
| Increase caregiving hours | 24.70 (1)*** | |||
| No | 10,782/89.34 | 6,093/88.14 | 4,689/90.96 | |
| Yes | 1,286/10.66 | 820/11.86 | 466/9.04 | |
| Unable to provide care | 13.43 (1)*** | |||
| No | 9,858/81.69 | 5,570/80.57 | 4,288/83.18 | |
| Yes | 2,210/18.31 | 1,343/19.43 | 867/16.82 | |
| COVID-19 Exit survey | ||||
| Depressive symptoms (CES-D 10) | 6.29 (5.28) | 6.82 (5.54) | 5.58 (4.83) | 12.99 (11,493)*** |
| Anxiety (GAD-7) | 2.68 (3.49) | 3.01 (3.68) | 2.25 (3.19) | 11.56 (10,995)*** |
| Increase caregiving hours | 34.47 (1)*** | |||
| No | 10,184/86.25 | 5,697/84.64 | 4,487/88.40 | |
| Yes | 1,623/13.75 | 1,034/15.36 | 589/11.60 | |
| Unable to provide care | 17.02 (1)*** | |||
| No | 10,400/88.08 | 5,857/87.02 | 4,543/89.50 | |
| Yes | 1,407/11.92 | 874/12.98 | 533/10.50 |
Notes: CES-D 10 = Center for Epidemiological Studies—Depression scale; COVID-19 = coronavirus disease 2019; DA = dissemination area; FUP1 = Follow-up 1; GAD-7 = Generalized Anxiety Disorder scale; SD = standard deviation.
*p < .05. **p < .01. ***p < .001.
Basic Background of Informal Caregivers and Differences Among Participants Providing Care to Others in Different Locations
| All caregivers ( | Same household | Another household | Health care institution | χ 2 (df)/ | |
|---|---|---|---|---|---|
| Sex | 63.35 (2)*** | ||||
| Female | 7,915/56.06 | 1,635/50.11 | 5,400/58.15 | 880/56.12 | |
| Male | 6,203/43.94 | 1,628/49.89 | 3,887/41.85 | 688/43.88 | |
| Age | 172.21 (4)*** | ||||
| 50–64 years old | 5,630/39.88 | 1,101/33.74 | 3,952/42.55 | 577/36.80 | |
| 65–74 years old | 5,101/36.13 | 1,125/34.48 | 3,331/35.87 | 645/41.14 | |
| 75 years and older | 3,387/23.99 | 1,037/31.78 | 2,004/21.58 | 346/22.07 | |
| Marital status | 539.37 (2)*** | ||||
| Unmarried | 3,880/27.50 | 383/11.74 | 3,046/32.82 | 451/28.80 | |
| Married/common-law | 10,229/72.50 | 2,879/88.26 | 6,239/67.18 | 1,115/71.20 | |
| Education | 16.10 (4)** | ||||
| No postsecondary education | 2,849/20.20 | 715/21.93 | 1,856/20.00 | 278/17.74 | |
| Some postsecondary education | 4,474/31.72 | 978/30.00 | 2,999/32.32 | 497/31.72 | |
| University degrees | 6,783/48.09 | 1,567/48.07 | 4,424/47.68 | 792/50.54 | |
| Work status | 20.77 (2)*** | ||||
| Employed | 4,077/29.57 | 868/27.25 | 2,799/30.84 | 410/26.83 | |
| Unemployed/retired | 9,711/70.43 | 2,317/72.75 | 6,276/69.16 | 1,118/73.17 | |
| Income | 21.38 (6)** | ||||
| Less than $20,000 | 1,672/12.37 | 437/14.08 | 1,053/11.83 | 182/12.06 | |
| $20,000–$49,999 | 4,843/35.83 | 1,158/37.32 | 3,147/35.34 | 538/35.65 | |
| $50,000–$99,999 | 4,954/36.65 | 1,064/34.29 | 3,344/37.56 | 546/36.18 | |
| $100,000 and more | 2,047/15.15 | 444/14.31 | 1,360/15.27 | 243/16.10 | |
| Living area | 12.67 (2)** | ||||
| Rural and DA | 2,490/17.72 | 613/18.91 | 1,647/17.81 | 230/14.74 | |
| Urban area | 11,559/82.28 | 2,629/81.09 | 7,600/82.19 | 1,330/85.26 | |
| Country of birth | 40.91 (2)*** | ||||
| Canada | 12,026/85.22 | 2,671/81.88 | 7,979/85.96 | 1,376/87.76 | |
| Foreign born | 2,086/14.78 | 591/18.12 | 1,303/14.04 | 192/12.24 | |
| Number of care receivers | 283.43 (2)*** | ||||
| 1 care receiver | 7,849/55.65 | 2,221/68.13 | 4,742/51.12 | 886/56.51 | |
| 2 care receivers or more | 6,256/44.35 | 1,039/31.87 | 4,535/48.88 | 682/43.49 | |
| Caregiving hour/week for main receiver | 1,015.91 (2)*** | ||||
| Fewer than 5 hr | 10,648/77.97 | 1,807/58.31 | 7,716/85.51 | 1,125/73.29 | |
| 5 hr or more | 3,009/22.03 | 1,292/41.69 | 1,307/14.49 | 410/26.71 | |
| Depressive symptoms (FUP1) | 4.94 (4.45) | 5.42 (4.71) | 4.78 (4.32) | 4.91 (4.55) | 24.24 (2)***; a > b, c |
| COVID-19 survey Baseline | |||||
| Depressive symptoms (CES-D 10) | 6.16 (5.22) | 6.44 (5.38) | 6.10 (5.18) | 5.95 (5.11) | 6.23 (2)**; a > b, c |
| Anxiety (GAD-7) | 2.81 (3.67) | 2.89 (3.70) | 2.80 (3.68) | 2.69 (3.58) | 1.44 (2) |
| Increase caregiving hours | 76.31 (2)*** | ||||
| No | 10,782/89.34 | 2,339/85.21 | 7,176/90.09 | 1,267/93.30 | |
| Yes | 1,286/10.66 | 406/14.79 | 789/9.91 | 91/6.70 | |
| Unable to provide care | 108.30 (2)*** | ||||
| No | 9,858/81.69 | 2,413/87.91 | 6,414/80.53 | 1,031/75.92 | |
| Yes | 2,210/18.31 | 332/12.09 | 1,551/19.47 | 327/24.08 | |
| COVID-19 survey Exit | |||||
| Depressive symptoms (CES-D 10) | 6.29 (5.28) | 6.69 (5.49) | 6.15 (5.20) | 6.23 (5.27) | 10.39 (2)***; a > b, c |
| Anxiety (GAD-7) | 2.68 (3.49) | 2.91 (3.70) | 2.60 (3.42) | 2.64 (3.47) | 7.48 (2)**; a > b |
| Increase caregiving hours | 47.70 (2)*** | ||||
| No | 10,184/86.25 | 2,241/82.57 | 6,762/86.95 | 1,181/89.74 | |
| Yes | 1,623/13.75 | 473/17.43 | 1,015/13.05 | 135/10.26 | |
| Unable to provide care | 30.73 (2)*** | ||||
| No | 10,400/88.08 | 2,461/90.68 | 6,821/87.71 | 1,118/84.95 | |
| Yes | 1,407/11.92 | 253/9.32 | 956/12.29 | 198/15.05 |
Notes: CES-D 10 = Center for Epidemiological Studies—Depression scale; COVID-19 = coronavirus disease 2019; DA = dissemination area; FUP1 = Follow-up 1; GAD-7 = Generalized Anxiety Disorder scale; SD = standard deviation.
*p < .05. **p < .01. ***p < .001.
Linear Mixed Model for Levels of Depressive Symptoms and Anxiety Among Informal Caregivers During COVID-19 Pandemic
| Depressive symptoms | Anxiety | |||
|---|---|---|---|---|
| Model 1 | Model 2 | Model 1 | Model 2 | |
| COVID Survey time point (Baseline) | ||||
| Exit | 0.41*** [0.22, 0.59] | 0.27* [0.06, 0.47] | 0.09 [−0.05,0.23] | −0.03 [−0.18,0.12] |
| CLSA cohort (Tracking) | ||||
| Comprehensive | 0.27** [0.11, 0.42] | 0.28*** [0.12, 0.44] | −0.04 [−0.17,0.08] | −0.05 [−0.18,0.07] |
| Sex (Male) | ||||
| Female | 0.81*** [0.65, 0.98] | 0.80*** [0.63, 0.98] | 0.78*** [0.65,0.91] | 0.72*** [0.58,0.85] |
| Sex × Survey time point (Male) | ||||
| Female | −0.16 [−0.32, 0.01] | −0.20* [−0.37, −0.03] | −0.14* [−0.26, −0.02] | −0.14* [−0.26, −0.01] |
| Age (50–64 years old) | ||||
| 65–74 years old | −0.49*** [−0.67, −0.31] | −0.43*** [−0.61, −0.25] | −0.55*** [−0.70, −0.41] | −0.48*** [−0.63, −0.34] |
| 75 years and older | −0.69*** [−0.91, −0.48] | −0.62*** [−0.84, −0.40] | −0.89*** [−1.06, −0.72] | −0.81*** [−0.98, −0.63] |
| Marital status (Married/common-law) | ||||
| Unmarried | 0.31*** [0.15, 0.48] | 0.36*** [0.19, 0.53] | 0.08 [−0.05,0.21] | 0.12 [−0.01,0.26] |
| Education (University degrees) | ||||
| No postsecondary education | −0.37*** [−0.57, −0.18] | −0.39*** [−0.59, −0.19] | −0.06 [−0.21,0.10] | −0.05 [−0.21,0.47] |
| Some postsecondary education | −0.30*** [−0.47, −0.14] | −0.29** [−0.46, −0.12] | 0.02 [−0.11,0.16] | 0.04 [−0.09,0.18] |
| Work status (Unemployed/retired) | ||||
| Employed | 0.25** [0.07, 0.43] | 0.24* [0.05, 0.42] | 0.34*** [0.19,0.48] | 0.32*** [0.18,0.47] |
| Income ($100,000 and more) | ||||
| Less than $20,000 | 0.31* [0.01, 0.60] | 0.37* [0.06, 0.67] | 0.69*** [0.45,0.93] | 0.72*** [0.47,0.96] |
| $20,000–$49,999 | 0.20 [−0.04, 0.44] | 0.26* [0.02, 0.50] | 0.22* [0.03,0.41] | 0.24* [0.04,0.43] |
| $50,000–$99,999 | 0.29* [0.07, 0.51] | 0.34** [0.12, 0.57] | 0.16 [−0.02,0.33] | 0.17 [−0.01,0.35] |
| Living area (Urban area) | ||||
| Rural and DA | −0.41***[−0.60, −0.22] | −0.41*** [−0.61, −0.22] | −0.39*** [−0.54, −0.23] | −0.37*** [−0.53, −0.22] |
| Country of birth (Foreign-born) | ||||
| Canada | −0.26* [−0.46, −0.06] | −0.28** [−0.48, −0.08] | −0.31*** [−0.48, −0.15] | −0.31*** [−0.47, −0.15] |
| Number of care receivers (1 care receiver) | ||||
| 2 care receivers or more | 0.11 [−0.03, 0.25] | 0.05 [−0.10, 0.19] | 0.29*** [0.18,0.41] | 0.25*** [0.14,0.37] |
| Caregiving hour/week for main receiver (Fewer than 5 hr) | ||||
| 5 hr or more | 0.17 [−0.01, 0.35] | 0.11 [−0.06, 0.29] | 0.28*** [0.14,0.42] | 0.19* [0.04,0.33] |
| Dwelling location of main receiver (Same household with caregiver) | ||||
| Out of caregiver’s household | −0.14 [−0.35, 0.06] | −0.20 [−0.41, 0.01] | −0.23** [−0.39, −0.07] | −0.28** [−0.45, −0.11] |
| Health care institution | −0.31* [−0.60, −0.02] | −0.37* [−0.68, −0.07] | −0.29* [−0.52, −0.06] | −0.36** [−0.60, −0.12] |
| Dwelling location of main receiver × Survey time point (Same household with caregiver) | ||||
| Out of caregiver’s household | −0.19 [−0.38, 0.01] | −0.14 [−0.35, 0.07] | −0.19** [−0.34, −0.05] | −0.14 [0.29,0.02] |
| Health care institution | −0.02 [−0.31, 0.27] | 0.04 [−0.27, 0.34] | −0.01 [−0.23,0.20] | 0.06 [−0.17,0.29] |
| Depressive symptoms at FUP1 | 0.58***[0.56, 0.60] | 0.58*** [0.56, 0.59] | — | — |
| Increase caregiving hours (No) | 0.72*** [0.48, 0.96] | 0.80*** [0.62,0.98] | ||
| Increase caregiving hours × Survey time point (No) | 0.16 [−0.13, 0.45] | 0.02 [−0.20,0.24] | ||
| Unable to provide care (No) | 0.59*** [0.40, 0.78] | 0.62*** [0.47,0.76] | ||
| Unable to provide care × Survey time point (No) | 0.13 [−0.15, 0.40] | −0.06 [−0.27,0.14] | ||
| AIC | 135,742.12 | 126,663.37 | 118,186.12.51 | 110,634.54 |
Notes: AIC = Akaike Information Criterion; CI = confidence interval; CLSA = Canadian Longitudinal Study on Aging; COVID-19 = coronavirus disease 2019; DA = dissemination area; FUP1 = Follow-up 1. Reference group is listed in (—).
*p < .05. **p < .01. ***p < .001.
Figure 2.Depressive symptoms during the coronavirus disease 2019 (COVID-19) Study (Baseline and Exit surveys). Full color version is available within the online issue.
Figure 3.Anxiety during the coronavirus disease 2019 (COVID-19) Study (Baseline and Exit surveys). Full color version is available within the online issue.