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Table 3 Negative binomial regression analyses of multimorbidity, IRR (95% CI)

From: Neighborhood’s locality, road types, and residents’ multimorbidity: evidence from China’s middle-aged and older adults

Characteristics

Univariate analysis

Model 1

Model 2a

Road type

 unpaved roads

1.00

1.00

1.00

 paved roads

0.88

(0.85–0.92) ***

0.87

(0.83–0.91) ***

0.86

(0.78–0.95) ***

 others

0.93

(0.87–0.98) ***

0.93

(0.87–0.99) **

0.90

(0.79–1.03)

Urban (vs. rural)

1.04

(1.01–1.08) *

1.05

(1.01–1.09) **

1.02

(0.95–1.10)

Primary care institutions

 0

1.00

1.00

1.00

 1

0.99

(0.95–1.03)

0.99

(0.95–1.03)

1.01

(0.92–1.11)

 2

0.99

(0.94–1.04)

1.00

(0.95–1.05)

1.02

(0.92–1.13)

 ≥ 3

0.90

(0.85–0.96) **

0.94

(0.89–0.99) *

0.94

(0.83–1.06)

Groundwater system (yes vs. no)

1.00

(0.96–1.04)

1.00

(0.96–1.05)

1.02

(0.94–1.11)

Age

1.00

(0.98–1.01)

1.00

(1.00–1.00)

1.00

(1.00–1.00)

Women (vs. men)

1.00

(0.96–1.03)

1.00

(0.96–1.04)

0.99

(0.96–1.03)

Married (vs. others)

0.97

(0.93–1.02)

0.97

(0.93–1.01)

0.97

(0.93–1.02)

Household income

 1st (the poorest)

1.00

1.00

1.00

 2nd

1.03

(0.98–1.07)

1.03

(0.98–1.08)

0.99

(0.95–1.04)

 3rd

0.96

(0.91–1.00)

0.95

(0.93–1.00)

0.94

(0.89–0.99) *

 4th (the richest)

0.94

(0.89–0.99) *

0.93

(0.89–0.98) **

0.93

(0.88–0.98) *

Education attainment

 illiteracy

1.00

1.00

1.00

 some primary school

1.03

(0.97–1.08)

1.03

(0.97–1.08)

1.03

(0.98–1.08)

 primary school

1.01

(0.96–1.06)

1.01

(0.96–1.06)

1.00

(0.95–1.06)

 junior school or above

1.03

(0.99–1.07)

1.03

(0.98–1.08)

1.02

(0.97–1.08)

Health care insurance

 uninsured

1.00

1.00

1.00

 RCMI

1.03

(0.96–1.10)

1.03

(0.96–1.11)

1.04

(0.97–1.11)

 others

1.04

(0.96–1.12)

1.06

(0.98–1.15)

1.07

(0.99–1.15)

BMI

 < 18.5

1.00

1.00

1.00

 ≥ 18.5 and < 25

0.91

(0.85–0.97) *

0.91

(0.85–0.97) **

0.90

(0.84–0.96) **

 ≥ 25 and < 30

1.15

(1.08–1.24) ***

1.16

(1.08–1.25) ***

1.14

(1.06–1.22) ***

 ≥ 30

1.36

(1.24–1.50) ***

1.37

(1.24–1.50) ***

1.33

(1.21–1.46) ***

Physical activity

      

 never

1.00

1.00

1.00

 seldom

1.00

(0.83–1.21)

1.00

(0.83–1.20)

0.96

(0.80–1.15)

 a weekly basis

1.09

(0.92–1.29)

1.09

(0.92–1.29)

1.06

(0.90–1.25)

 a daily basis

1.10

(1.01–1.20) *

1.08

(0.99–1.18)

1.08

(0.98–1.18)

  1. Note: *** P < 0.001; ** P < 0.01; * P < 0.05
  2. a standard error was adjusted for clusters within neighborhoods
  3. IRR incident rate ratio, CI confident interval