| Literature DB >> 35886490 |
Sharon Anderson1, Jasneet Parmar1,2, Tanya L'Heureux1, Bonnie Dobbs1,3, Lesley Charles1,2,3, Peter George J Tian1.
Abstract
Family caregiving is a public health issue because of caregivers' significant contribution to the health and social care systems, as well as the substantial impact that giving and receiving care has on the health and quality of life of care receivers and caregivers. While there have been many studies that associate caregivers' care work, financial difficulty, navigation, and other caregiving factors with family caregivers' psychological distress, we were interested not only in the factors related to family caregiver anxiety but also in hypothesizing how those effects occur. In this study, we used Andrew Hayes' PROCESS moderation analysis to explore the link between caregiver frailty, weekly care hours, and perceptions of financial difficulty, social support, and anxiety. In this analysis, we included 474 caregivers with relatively complete data on all of the variables. In regression analysis after controlling for gender and age, social loneliness (β = 0.245), frailty (β = 0.199), financial difficulty (β = 0.196), care time (β = 0.143), and navigation confidence (β = 0.131) were all significant. We then used PROCESS Model 6 to determine the significance of the direct, indirect, and total effects through the serial mediation model. The model pathway from frailty to care time to financial difficulty to social loneliness to anxiety was significant. The proportions of family caregivers who were moderately frail, anxious, and experiencing social loneliness after eighteen months of the COVID-19 pandemic found in this survey should be of concern to policymakers and healthcare providers.Entities:
Keywords: COVID-19; anxiety; carers; family caregivers; frailty; loneliness; mediation analysis; social support
Mesh:
Year: 2022 PMID: 35886490 PMCID: PMC9317413 DOI: 10.3390/ijerph19148636
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 4.614
Figure 1Hypothesized serial moderation model.
Caregiver socio-demographic variables.
| Variables and Values | N (%) | M (SD) |
|---|---|---|
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| Women | 396 (83.5%) | |
| Men | 71 (15.0%) | |
| Non-Binary, Trans, Other | 7 (1.5%) | |
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| 15–24 | 7 (1.5%) | |
| 25–34 | 22 (4.6%) | |
| 35–44 | 37 (7.8%) | |
| 45–54 | 82 (17.3%) | |
| 55–64 | 173 (36.5%) | |
| 65–74 | 119 (25.1%) | |
| 75–84 | 32 (6.8%) | |
| 85–94 | 2 (0.4%) | |
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| Parent/In-Law | 208 (43.9%) | |
| Spouse/Partner | 91 (19.2%) | |
| Sibling | 33 (7.0%) | |
| Child | 99 (20.9%) | |
| Other Relative | 11 (2.3%) | |
| Friend/Neighbour | 12 (2.5%) | |
| Other | 20 (4.2%) | |
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| Grade school | 2 (0.4%) | |
| High school | 63 (13.3%) | |
| College/ Technical training | 175 (36.9%) | |
| University degree | 121 (25.5%) | |
| Postgraduate degree, professional designation | 110 (23.2%) | |
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| ≤10 | 185 (39.0%) | |
| 11–20 | 78 (16.4%) | |
| 21–30 | 34 (7.2%) | |
| 31–40 | 32 (6.8%) | |
| 41–80 | 43 (9.1%) | |
| 81–120 | 49 (10.5%) | |
| 121–168 | 52 (11.0%) | |
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| None | 243(51.3%) | |
| A Few | 130 (27.4%) | |
| Moderate | 50 (10.5%) | |
| A Lot | 51 (10.7%) | |
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| Very confident | 162 (34.2%) | |
| Confident | 188 (39.7%) | |
| Neutral | 56 (11.8%) | |
| A little confident | 46 (9.7%) | |
| Not at all confident | 22 (4.6%) | |
|
| 2.61 (1.32) | |
| 1–3 Good health | 321 (67.7%) | |
| 4–6 Frail | 152 (32.1%) | |
| 7–9 Severe Frailty | 1 (0.2%) | |
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| Improved | 19 (4%) | |
| Remained same | 183 (39%) | |
| Deteriorated | 272 (57%) | |
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| Improved | 16 (3%) | |
| Remained same | 132 (28%) | |
| Deteriorated | 36 (69%) | |
|
| 48.45 (13.51) | |
| ≤41 Low anxiety | 133 (28.1%) | |
| >42 Moderate-high | 341 (71.9%) | |
|
| 2.13 (1.17) | |
Hierarchical Linear Regressions Results of Caregiver Factors with Caregivers’ Anxiety.
| Standardized β | 95% CI |
| |
|---|---|---|---|
|
| R2 = 0.046 F = 11.33 (2,471), | ||
| Age | −0.213 | −3.15, −1.28 |
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| Gender | −0.060 | −4.80, 0.93 | 0.185 |
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| R2 = 0.308 F = 44.11 (4,467), | ||
| Age | −0.116 | −20.3, −0.38 |
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| Gender | −0.0922 | −5.44, −0.47 |
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| Care work: hours weekly | 0.144 | 0.58,2.12 |
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| Navigation confidence | 0.122 | 0.52, 2.43 |
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| Financial Difficulty | 0.229 | 1.90, 4.24 |
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| Frailty | 0.268 | 1.93, 3.67 |
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| R2 = 0.359 F = 37.12 (1,466), | ||
| Age | −0 0.117 | −2.02, −0.42 |
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| Gender | −0 0.098 | −5.53, −0.74 |
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| Care work: hours weekly | 0.127 | 0.45,1.93 |
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| Navigation confidence | 0.113 | 0.43, 2.28 |
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| Financial Difficulty | 0.200 | 1.55, 3.81 |
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| Frailty | 0.210 | 1.33, 3.05 |
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| Social Loneliness | 0.241 | 1.87, 3.65 |
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Figure 2The parallel mediating effects of care time, financial difficulty, and social loneliness in a relationship between frailty and anxiety.
Testing weekly care work, financial difficulty, and social loneliness as mediators in the relationship between caregiver frailty and anxiety.
| Model Pathways | Coeff. β | Stan. Coeff. | SE | 95% CI |
| Model Summary | |
|---|---|---|---|---|---|---|---|
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| a1 | 0.570 | 0.2879 | 0.091 | 0.393, 0.748 | 0.0005 | R2 = 0.088 F(4,469) = 11.368 | |
| a2 | 0.229 | 0.2952 | 0.034 | 0.163, 0.296 | 0.0005 | R2 = 0.174 F(4,469) = 24.651 | |
| X Frailty to M3 Social Loneliness | a3 | 0.269 | 0.2960 | 0.041 | 0.189, 0.351 | 0.0005 | R2 = 0.101 F(4,469) = 13.172 |
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| M1 Care time to Y Anxiety | b1 | 0.676 | 0.1284 | 0.215 | 0.254, 1.099 | 0.0017 | |
| M2 Financial difficulty to Y Anxiety | b2 | 2.673 | 0.1992 | 0.5767 | 1.539, 3.806 | 0.0005 | |
| M3 Social loneliness to Y Anxiety | b3 | 2.756 | 0.2407 | 0.454 | 1.865, 3.647 | 0.0005 | |
| Indirect Effects of X on Y | |||||||
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| Care time (a1 + b1) | 0.386 | 0.151 | 0.119, 0.716 | Sig | |||
| Financial difficulty (a2 + b2) | 0.614 | 0.178 | 0.297, 0.986 | Sig | |||
| Social loneliness (a3 + b3) | 0.744 | 0.177 | 0.429, 1.125 | Sig |
Serial mediators in the relationship between caregiver frailty and anxiety.
| Model Pathways | Coeff. β | Stan. Coeff | SE | 95% CI |
| Model Summary | |
|---|---|---|---|---|---|---|---|
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| a1 | 0.570 | 0.2879 | 0.091 | 0.393, 0.748 |
| R2 = 0.077 F(4,470) = 9.838 | |
| a2 | 0.183 | 0.2143 | 0.034 | 0.117, 0.249 |
| R2 = 0.246 F(5,468) = 30.498 | |
| M1 Care time to M2 Financial difficulty | d1,2 | 0.110 | 0.2811 | 0.017 | 0.078, 0.143 |
| |
| X Frailty to M3 Social loneliness | a3 | 0.218 | 0.2389 | 0.044 | 0.132, 0.304 |
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| M1 Care time to M3 Social loneliness | d1,3 | 0.035 | 0.0768 | 0.022 | −0.008, 078 | 0.1068 | |
| M2 Financial difficulty to M3 Social Support | d2,4 | 0.139 | 0.1183 | 0.059 | 0.024, 0.254 |
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| R2 = 0.359 F(7,466) = 37.227 |
| M1 Care time to Y Anxiety | b1 | 0.6764 | 0.1284 | 0.215 | 0.254, 1.099 |
| |
| M2 Financial difficulty to Y Anxiety | b2 | 2.673 | 0.1192 | 0.577 | 1.539, 3.806 |
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| M3 Social loneliness to Y Anxiety | b3 | 2.756 | 0.2407 | 0.454 | 1.865, 3.67 |
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| 0.1670 |
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| X Frailty to M1 Care time to Y Anxiety | 0.386 | 0.0370 | 0.151 | 0.119, 0.707 |
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| X Frailty to M2 Financial Difficulty to Y Anxiety | 0.446 | 0.0427 | 0.142 | 0.203, 0.759 |
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| X Frailty to M3 Social loneliness to Y Anxiety | 0.600 | 0.0575 | 0.170 | 0.306, 0.976 |
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| X Frailty to M3 Social loneliness to Y Anxiety | 0.168 | 0.0161 | 0.061 | 0.069, 0.307 |
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| X Frailty to M1 Care time to M3 Social loneliness to Y Anxiety | 0.056 | 0.0053 | 0.036 | −0.011, 0.131 | Not (includes 0) | ||
| X Frailty to M2 Financial Difficulty to M3 Social loneliness to Y Anxiety | 0.064 | 0.0061 | 0.302 | 0.014, 0.129 |
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| X Frailty to M1 Care time to M2 Financial to M3 Social loneliness to Y Anxiety | 0.024 | 0.0023 | 0.114 | 0.005, 049 |
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Figure 3The serial mediating effects of care time, financial difficulty and social loneliness in a relationship between frailty and anxiety.