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. 2024 Mar 11;24:247. doi: 10.1186/s12877-024-04848-y

Table 5.

Summary findings of multinomial logistic regression of association between multimorbidity and some of its risk factors

Variables Categories Class1: Relatively healthy(n = 1394)
OR(95%CI)
Class 2: Cardiovascular-metabolic(n = 623)
OR(95%CI)
Class3: Cognitive-metabolic and osteoporosis(409)
OR(95%CI)
Age 1 0.95(0.93–0.97)* 1.01(0.99–1.03)
Gender ♦ Male 1 1 1
Female 1 1.98(1.53–2.55)* 4.45(3.17–6.25)*
Marital status ♦Married 1 1 1
Single 1 0.81(0.68–1.27) 0.84(0.61–1.16)
Educational level ♦ Illiterate 1 1 1
Primary school 1 0.95(0.71–1.26) 0.69(0.50–0.94)*
High school Diploma 1 0.88(0.69–1.27) 0.43(0.29–0.64)*
Academic 1 0.79(0.53–1.37) 0.52 (0.25–1.05)
Physical Activity ♦No active and sedentary 1 1 1
low active 1 0.74(0.55–0.99)* 0.74(0.51–1.09)
Active 1 0.64(0.40–1.01) 0.66(0.36–1.23)
Household Income ♦Low 1 1 1
Moderate 1 0.96(0.72–1.29) 0.79(0.58–1.08)
High 1 0.72(0.50–1.04) 0.70(0.45–1.09)
Tobacco smoking ♦No 1 1 1
Past smoking 1 1.04 (0.81–1.32) 1.02(0.75–1.39)
Current smoking 1 0.80(0.58–1.11) 1.46(1.01–2.12)*
Sleep ♦Less than 6 h 1 1 1
6 to 9 h 1 0.50(0.21–1.18) 0.18(0.07–0.44)*
More than 9 h 1 0.65(0.27–1.53) 0.34(0.13–0.83)*
Polypharmacy ♦No 1 1 1
Yes 1 3.53(2.65–4.69)* 1.96(1.37–2.80)*

*P-value < 0.05; OR: odds ratio; CI: confidence interval. Class 1 (background ageing) was considered the reference group for multinomial regression analyses. ♦ indicates the reference category for each covariate