Multinomial logistic regression of multimorbidity among older adults by sociodemographic and health parameters
One morbidity | Multimorbidity | |||
RRR | 95% CI | RRR | 95% CI | |
Sex | ||||
Male | ||||
Female | 1.17** | 1.03 to 1.34 | 1.06 | 0.89 to 1.24 |
Age | ||||
60–69 | ||||
70+ | 1.11 | 0.99 to 1.24 | 0.94 | 0.82 to 1.07 |
Marital status | ||||
Currently married | ||||
Never married | 1.00 | 0.50 to 1.98 | 0.43** | 0.20 to 0.90 |
Divorced/separated/deserted | 1.18 | 0.72 to 1.90 | 0.69 | 0.44 to 1.07 |
Education | ||||
No education | ||||
Below primary | 1.40*** | 1.18 to 1.66 | 1.74*** | 1.40 to 2.15 |
Primary | 1.43*** | 1.20 to 1.71 | 2.04*** | 1.67 to 2.48 |
Secondary | 1.49*** | 1.26 to 1.76 | 2.26*** | 1.88 to 2.70 |
Higher | 1.57*** | 1.16 to 2.13 | 2.12*** | 1.49 to 3.04 |
Living arrangements | ||||
Living alone | ||||
With spouse | 1.14 | 0.68 to 1.89 | 0.63 | 0.38 to 1.02 |
With others | 0.86 | 0.69 to 1.07 | 0.78 | 0.59 to 1.03 |
Place of residence | ||||
Rural | ||||
Urban | 1.60*** | 1.38 to 1.86 | 2.35*** | 2.02 to 2.74 |
Currently working | ||||
Yes | ||||
No | 1.47*** | 1.31 to 1.64 | 2.18*** | 1.90 to 2.51 |
Wealth index | ||||
Poorest | ||||
Poorer | 1.24*** | 1.07 to 1.44 | 1.53*** | 1.26 to 1.85 |
Middle | 1.32*** | 1.13 to 1.55 | 1.79*** | 1.47 to 2.18 |
Richer | 1.50*** | 1.26 to 1.78 | 2.06*** | 1.71 to 2.48 |
Richest | 1.48*** | 1.23 to 1.78 | 2.86*** | 2.29 to 3.55 |
Self-rated health | ||||
Poor | ||||
Good | 0.60*** | 0.51 to 0.70 | 0.33*** | 0.28 to 0.39 |
Tobacco use | ||||
No | ||||
Yes | 0.93 | 0.82 to 1.04 | 0.76*** | 0.67 to 0.87 |
Alcohol use | ||||
Yes | ||||
No | 1.04 | 0.90 to 1.18 | 1.02 | 0.88 to 1.19 |
ADL disability | ||||
Severe ADL | ||||
Moderate ADL | 0.73 | 0.46 to 1.13 | 0.68 | 0.42 to 1.09 |
No ADL | 0.61** | 0.39 to 0.96 | 0.43*** | 0.27 to 0.70 |
IADL disability | ||||
Severe IADL | ||||
Moderate IADL | 1.41** | 1.03 to 1.93 | 1.59** | 1.10 to 2.28 |
No IADL | 1.07 | 0.77 to 1.47 | 1.00 | 0.68 to 1.45 |
***if p<0.01; ** if p<0.05; *if p<0.1.
*No morbidity is considered as the base outcome.
ADL, activities of daily living; IADL, independent ADL; RRR, relative risk ratio.