| Literature DB >> 34074275 |
Yuke-Lin Kong1, Jailani Anis-Syakira2, Suhana Jawahir2, Yeung R'ong Tan2, Noor Hasidah Ab Rahman2, Ee Hong Tan2.
Abstract
BACKGROUND: The increase in the elderly population, chronic and degenerative diseases, as well as accidents at work and on the road in Malaysia would result in an increased demand for informal care. This paper aimed to determine the associated factors of informal caregiving and its effects on health, work and social activities of adult informal caregivers in Malaysia.Entities:
Keywords: Caregivers; Effects; Health; Informal care; Malaysia; Work
Year: 2021 PMID: 34074275 PMCID: PMC8170800 DOI: 10.1186/s12889-021-11022-1
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Characteristics of informal caregivers and non-caregivers (N = 11,674)
| Characteristic | Overall | Caregivers | Non-caregivers | |
|---|---|---|---|---|
| n (weighted %) | n (weighted %) | n (weighted %) | ||
| | ||||
| | ||||
| Yes | 592 (83.6) | 592 (83.6) | ||
| No | 84 (11.8) | 84 (11.8) | ||
| | ||||
| No | 550 (19.2) | 550 (19.2) | ||
| Yes | 125 (76.1) | 125 (76.1) | ||
| | ||||
| Male | 5517 (49.9) | 275 (38.3) | 5242 (50.6) | < 0.001 |
| Female | 6157 (50.1) | 424 (61.7) | 5733 (49.4) | |
| | ||||
| 18–35 | 3729 (44.4) | 149 (32.7) | 3580 (45.1) | < 0.001 |
| 36–59 | 5441 (40.8) | 376 (48.8) | 5065 (40.3) | |
| 60 and above | 2504 (14.8) | 174 (18.5) | 2330 (14.5) | |
| | ||||
| Not married | 3738 (37.0) | 201 (32.4) | 3537 (37.3) | 0.055 |
| Married | 7927 (62.9) | 498 (67.6) | 7429 (62.6) | |
| | ||||
| Malay | 7642 (51.3) | 469 (56.5) | 7173 (51.0) | 0.349 |
| Non-Malay | 4032 (48.7) | 230 (43.5) | 3802 (49.0) | |
| | ||||
| No formal education | 679 (5.4) | 38 (5.9) | 641 (5.4) | 0.044 |
| Primary | 2540 (19.7) | 162 (19.0) | 2378 (19.7) | |
| Secondary | 5554 (48.7) | 357 (52.7) | 5197 (48.5) | |
| Tertiary | 2862 (25.8) | 142 (22.4) | 2720 (26.0) | |
| | ||||
| No | 4884 (37.8) | 338 (45.5) | 4546 (37.4) | < 0.001 |
| Yes | 6781 (62.1) | 361 (54.5) | 6420 (62.6) | |
| | ||||
| Low | 4791 (40.3) | 343 (46.8) | 4448 (39.9) | < 0.001 |
| Middle | 4551 (39.6) | 261 (38.1) | 4290 (39.7) | |
| High | 2247 (19.4) | 93 (15.0) | 2154 (19.7) | |
| | ||||
| Urban | 7015 (75.6) | 424 (73.5) | 6591 (75.7) | 0.752 |
| Rural | 4769 (24.3) | 275 (26.5) | 4384 (24.3) | |
| | ||||
| No | 531 (76.6) | 531 (76.6) | – | |
| Yes | 142 (18.4) | 142 (18.4) | – | |
| | ||||
| Less than 2 years | 237 (36.2) | 237 (36.2) | – | |
| 2 years and more | 462 (63.8) | 462 (63.8) | – | |
| | ||||
| 19 h and less | 410 (57.1) | 410 (57.1) | – | |
| 20 h and above | 236 (35.1) | 236 (35.1) | – | |
| | ||||
| No | 8900 (79.0) | 468 (67.3) | 8432 (79.7) | < 0.001 |
| Yes | 2747 (20.8) | 230 (32.6) | 2517 (20.1) | |
| | ||||
| Very poor to poor | 2842 (20.7) | 199 (26.4) | 2643 (20.3) | 0.007 |
| Fair to excellent | 8751 (78.5) | 493 (72.5) | 8258 (78.9) | |
| | ||||
| No | 8142 (20.7) | 449 (68.9) | 7693 (76.4) | 0.001 |
| Yes | 3311 (78.5) | 237 (28.6) | 3074 (21.5) | |
| | ||||
| No | 93 (15.0) | 93 (15.0) | – | |
| Yes | 606 (85.0) | 606 (85.0) | – | |
| | ||||
| No | 217 (32.4) | 217 (32.4) | – | |
| Yes | 482 (67.6) | 482 (67.6) | – | |
n/a not applicable, DM Diabetes Mellitus, HPT Hypertension, HPC Hypercholesterolemia; Consists of missing values (< 5%)
Logistic regression analysis of factors associated with informal caregiving
| Factor | Crude OR | Adjusted OR |
|---|---|---|
| Male | ||
| Female | 1.65 (1.34–2.04) | 1.52 (1.21–1.92)*** |
| 18–35 | ||
| 36–59 | 1.67 (1.25–2.23) | 1.61 (1.15–2.25)** |
| 60 and above | 1.76 (1.23–2.52) | 1.48 (0.97–2.24) |
| Not married | ||
| Married | 1.25 (0.94–1.65) | 1.05 (0.76–1.45) |
| Malay | ||
| Non-Malay | 0.80 (0.61–1.05) | 0.83 (0.63–1.09) |
| No formal education | 1.28 (0.71–2.30) | |
| Primary | 1.11 (0.76–1.63) | |
| Secondary | 1.26 (0.94–1.69) | |
| Tertiary | – | |
| No | 1.34 (1.11–1.76) | 1.11 (0.84–1.48) |
| Yes | ||
| Low | 1.36 (0.98–1.88) | 1.23 (0.86–1.74) |
| Middle | 1.10 (0.77–1.59) | 1.13 (0.78–1.63) |
| High | ||
| Urban | 0.89 (0.70–1.13) | |
| Rural | – | |
| No | ||
| Yes | 1.91 (1.49–2.47) | 1.79 (1.38–2.33)*** |
| Very poor to poor | ||
| Fair to excellent | 1.41 (1.09–1.83) | 1.00 (0.72–1.39) |
| No | ||
| Yes | 1.48 (1.14–1.90) | 1.07 (0.80–1.42) |
CI Confidence Interval, OR, Odds Ratio, Ref Reference category, DM Diabetes Mellitus, HPT Hypertension, HPC Hypercholesterolemia; a p-value > 0.25 for univariate analysis; * p-value < 0.05; ** p-value < 0.01; *** p-value < 0.001; Area under ROC curve for model provision of informal care = 0.6364
Logistic regression analysis of effect on health, work and social activities among informal caregivers
| Factor | Effect on health | Effect on work | Effect on social activities | |||
|---|---|---|---|---|---|---|
| Crude OR | Adjusted OR | Crude OR | Adjusted OR | Crude OR | Adjusted OR | |
| | ||||||
| | ||||||
| Yes | 1.03 (0.41, 2.65) | 1.41 (0.62, 3.18) | 1.24 (0.53, 2.90) | |||
| No | ||||||
| | ||||||
| Yes | 2.13 (0.63, 7.32) | 2.25 (0.62,8.20) | 1.55 (0.65, 3.69) | 1.46 (0.62, 3.41) | ||
| No | ||||||
| | ||||||
| Male | ||||||
| Female | 3.67 (1.93,6.98) | 3.63 (1.73, 7.61)*** | 1.60 (0.98, 2.62) | 1.51 (0.95,2.40) | 2.16 (1.21,3.88) | 1.96 (1.04, 3.69)* |
| | ||||||
| 18–34 | ||||||
| 35–59 | 1.29 (0.55, 0.03) | 1.00 (0.41, 2.47) | 1.32 (0.68, 2.57) | 1.24 (0.66, 2.32) | 0.95 (0.47,1.95) | 0.84 (0.41,1.68) |
| 60 and above | 1.67 (0.65, 4.28) | 0.85 (0.29, 2.46) | 1.41 (0.55, 3.57) | 1.15 (0.50, 2.64) | 1.00 (0.44, 2.28) | 0.74 (0.31,1.72) |
| | ||||||
| Not married | ||||||
| Married | 1.09 (0.55,2.13) | 0.83 (0.44, 1.56) | 0.84 (0.46, 1.52) | |||
| | ||||||
| Malay | ||||||
| Non-malay | 0.96 (0.53,1.75) | 2.16 (1.28, 3.67) | 2.15 (1.29,3.58)** | 1.72 (0.95, 3.13) | 1.77 (0.99,3.16) | |
| | ||||||
| No formal education | 1.98 (0.46, 8.53) | 0.93 (0.33, 2.60) | 1.16 (0.31, 4.29) | |||
| Primary | 1.35 (0.48,3.77) | 1.54 (0.62, 3.82) | 1.02 (0.41, 2.58) | |||
| Secondary | 1.17 (0.55,2.49) | 1.45 (0.65, 3.24) | 1.12 (0.53, 2.35) | |||
| Tertiary | ||||||
| | ||||||
| No | 1.77 (0.99,3.19) | 0.85 (0.41, 1.75) | 1.28 (0.71, 2.32) | 1.46 (0.84, 2.56) | 1.12 (0.60,2.08) | |
| Yes | ||||||
| | ||||||
| Low | 1.62 (0.58,4.48) | 2.11 (0.94, 4.74) | 1.23 (0.46, 3.30) | 1.57 (0.73, 3.40) | ||
| Middle | 0.88 (0.32,2.36) | 2.15 (0.95, 4.89) | 1.32 (0.51, 3.44) | 1.15 (0.52,2.54) | ||
| High | ||||||
| | ||||||
| Urban | 0.99 (0.55,1.79) | 1.46 (0.87, 2.45) | 1.36 (0.81, 2.29) | 1.58 (0.87,2.89) | 1.48 (0.83,2.65) | |
| Rural | ||||||
| | ||||||
| No | ||||||
| Yes | 1.93 (1.05, 3.54) | 2.10 (1.10,4.00)* | 1.84 (0.95,3.54) | 2.07 (1.10, 3.89)* | 1.84 (1.02,3.33) | 2.19 (1.22,3.93)** |
| | ||||||
| Less than 2 years | ||||||
| 2 years and more | 1.87 (1.11, 3.16) | 1.91 (1.08, 3.37)* | 1.03 (0.57,1.88) | 1.87 (1.05,3.32) | 1.91 (0.98,3.70) | |
| | ||||||
| 19 h and less | ||||||
| 20 h and above | 0.78 (0.42, 1.44) | 1.11 (0.61, 2.02) | 1.19 (0.65,2.19) | |||
| | ||||||
| No | ||||||
| Yes | 1.64 (0.89, 3.03) | 1.53 (0.84, 2.76) | 1.18 (0.61, 2.30) | 0.92 (0.52, 1.64) | ||
| | ||||||
| Very poor to fair | 1.86 (0.97, 3.59) | 1.58 (0.77, 3.27) | 0.97 (0.55, 1.73) | 1.29 (0.67,2.47) | ||
| Good to excellent | ||||||
| | ||||||
| No | ||||||
| Yes | 2.03 (1.08, 3.8) | 1.74 (0.82, 3.70) | 1.12 (0.61, 2.06) | 0.92 (0.50,1.69) | ||
| | ||||||
| No | ||||||
| Yes | 1.09 (0.38, 3.12) | 0.94 (0.43,2.02) | 1.31 (0.46,3.72) | |||
| | ||||||
| No | 2.12 (1.14, 3.93) | 1.74 (0.88, 3.45) | 1.99 (1.01, 3.93) | 2.02 (1.06,3.83)* | 1.87 (1.01,3.45) | 1.66 (0.92,3.00) |
| Yes | ||||||
CI Confidence Interval, OR Odds Ratio, Ref Reference category, DM Diabetes Mellitus, HPT Hypertension, HPC, Hypercholesterolemia; a p-value > 0.25 for univariate analysis effect on health; b p-value > 0.25 for univariate analysis effect on work; c p-value > 0.25 for univariate analysis effect on social; * p-value < 0.05; ** p-value < 0.01; ***p-value < 0.001; # including other assistance. Area under ROC curve for model effect on health = 0.7495; Area under ROC curve for model effect on work = 0.6716; Area under ROC curve for model effect on social = 0.6876