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Table 2 The association between living arrangements and cognitive function

From: Association between living arrangements and cognitive decline in older adults: A nationally representative longitudinal study in China

 

Model 1

Model 2

Model 3

Fixed Effects

   

Intercept

11.291***

5.582***

5.489***

Living arrangement

(ref = Living with spouse)

   

 Living alone

-0.499**

-0.180

0.144

 Living with adult children

-1.232***

-0.405**

-0.055

 Living with spouse and adult children

-0.544***

-0.108

-0.002

 Living with others

-1.345***

-0.246

0.159

Time (years since baseline)

-0.085***

-0.086***

-0.048***

Age (ref = 60–64, at baseline)

   

 65–69

-0.689***

-0.465***

-0.469***

 70–74

-1.806***

-1.067***

-1.068***

 ≥ 75

-3.334***

-1.839***

-1.845***

Gender (ref = Male)

   

 Female

-2.348***

-0.698***

-0.695***

Geographic residence (ref = Rural)

   

 Urban

2.539***

0.445***

0.444***

Education

(ref = No formal education)

   

 Capable of reading and/or writing

 

2.435***

2.434***

 Primary school

 

4.030***

4.030***

 Middle school and above

 

5.152***

5.154***

Working status (ref = No)

   

 Yes

 

0.009

0.015

The number of physical comorbidities (ref = 0)

   

 1–2

 

0.026

0.026

 ≥ 3

 

0.176

0.177

Feeling pain (ref = No)

   

 Yes

 

-0.181*

-0.182*

IADLs (ref = Unimpaired)

   

 Impaired

 

-0.801***

-0.803***

Depressive symptoms (ref = No)

   

 Yes

 

-0.485***

-0.487***

Social activity participation (ref = No)

   

 Yes

 

0.578***

0.577***

Number of adult children (ref = 1)

   

 2–3

 

0.185

0.183

 ≥ 4

 

0.103

0.101

Average years of schooling of adult children (Centered)

 

0.203***

0.203***

Household expenditure per capita (log)

 

0.259***

0.258***

Time * Living alone

  

-0.126***

Time * Living with adult children

  

-0.136***

Time * Living with spouse and adult children

  

-0.040*

Time * Living with others

  

-0.155*

Random Effects

   

Level 2: Individual

   

 Individual -variance

9.991***

4.695***

4.703***

Level 1: Point in time

   

 Point in time-variance

6.522***

6.504***

6.486***

-2*loglikelihood

101598.05

98079.63

98042.90

  1. Note: (1) Figures in the table were parameter estimates based on unweighted multilevel models from 6074 individuals consisting of 19,305 observations. (2) Model estimation was based on the iterative generalized least squares. (3) ref = the reference category, IADLs = instrumental activity of daily living. (4) *P < 0.05, **P < 0.01, ***P < 0.001