Table 2

Multinomial logistic regression of multimorbidity among older adults by sociodemographic and health parameters

One morbidityMultimorbidity
RRR95% CIRRR95% CI
Sex
Male
Female1.17**1.03 to 1.341.060.89 to 1.24
Age
60–69
70+1.110.99 to 1.240.940.82 to 1.07
Marital status
Currently married
Never married1.000.50 to 1.980.43**0.20 to 0.90
Divorced/separated/deserted1.180.72 to 1.900.690.44 to 1.07
Education
No education
Below primary1.40***1.18 to 1.661.74***1.40 to 2.15
Primary1.43***1.20 to 1.712.04***1.67 to 2.48
Secondary1.49***1.26 to 1.762.26***1.88 to 2.70
Higher1.57***1.16 to 2.132.12***1.49 to 3.04
Living arrangements
Living alone
With spouse1.140.68 to 1.890.630.38 to 1.02
With others0.860.69 to 1.070.780.59 to 1.03
Place of residence
Rural
Urban1.60***1.38 to 1.862.35***2.02 to 2.74
Currently working
Yes
No1.47***1.31 to 1.642.18***1.90 to 2.51
Wealth index
Poorest
Poorer1.24***1.07 to 1.441.53***1.26 to 1.85
Middle1.32***1.13 to 1.551.79***1.47 to 2.18
Richer1.50***1.26 to 1.782.06***1.71 to 2.48
Richest1.48***1.23 to 1.782.86***2.29 to 3.55
Self-rated health
Poor
Good0.60***0.51 to 0.700.33***0.28 to 0.39
Tobacco use
No
Yes0.930.82 to 1.040.76***0.67 to 0.87
Alcohol use
Yes
No1.040.90 to 1.181.020.88 to 1.19
ADL disability
Severe ADL
Moderate ADL0.730.46 to 1.130.680.42 to 1.09
No ADL0.61**0.39 to 0.960.43***0.27 to 0.70
IADL disability
Severe IADL
Moderate IADL1.41**1.03 to 1.931.59**1.10 to 2.28
No IADL1.070.77 to 1.471.000.68 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.