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Table 3 Associations between Self-Reported Dyslipidemia Diagnosis and Cognitive Function from Mixed Effects Models, CHARLS 2015 (N = 4,951)

From: Associations among drinking water quality, dyslipidemia, and cognitive function for older adults in China: evidence from CHARLS

 

Mental Status

Episodic Memory

Global Cognition

Fixed effects

 Intercept

4.93***(0.95)

11.49***(1.11)

16.46***(1.72)

 Self-reported Dyslipidemia

0.39***(0.09)

0.27*(0.11)

0.66***(0.17)

Individual-level controls

 Age (years)

-0.08***(0.01)

-0.14***(0.01)

-0.22***(0.01)

 Female (ref. male)

-1.88***(0.08)

-0.15(0.10)

-2.03***(0.15)

 Urban (ref. rural)

0.75***(0.09)

0.63***(0.10)

1.37***(0.16)

 Annual household living expenditure (ln)

0.14***(0.02)

0.13***(0.02)

0.27***(0.04)

 Education (ref. primary school or below)

1.82***(0.11)

1.96***(0.12)

3.77***(0.19)

 Married (ref. not married)

0.13(0.13)

-0.01(0.15)

0.15(0.23)

 Current cigarette smokers

-0.10(0.08)

-0.07(0.10)

-0.17(0.15)

 Having depressive symptoms

-0.81***(0.09)

-0.87***(0.11)

-1.67***(0.16)

 Having diabetes

-0.01(0.10)

-0.01(0.12)

-0.02(0.18)

 Having cardiovascular disease

0.18*(0.09)

0.07(0.10)

0.26(0.16)

 Obesity (ref. BMI < 28 km/m2)

0.16(0.13)

0.04(0.15)

0.19(0.23)

Community-level controls

 Prefecture GDP per capita (ln)

0.63***(0.08)

0.19*(0.09)

0.85***(0.14)

 Community level of education (percentage of high school or above education)

0.01***(0.01)

0.01(0.00)

0.02***(0.01)

 Annual total precipitation (> = 800 mm)

0.11(0.10)

-0.43***(0.11)

-0.31(0.18)

 Annual temperature in January (< -10◦C/14◦F)

0.17(0.16)

0.41*(0.18)

0.57*(0.28)

 Annual temperature in July (≥ 28◦C/82.4◦F)

-0.30**(0.11)

-0.21(0.13)

-0.53**(0.20)

 Ten-year a average PM2.5 concentration (μg/m3, 1kmx1km spatial resolution)

-0.01(0.01)

-0.01(0.01)

-0.01(0.01)

Random effects

 Terrains (plain vs. others)

0.01(0.01)

0.03(0.04)

0.08(0.10)

 Residual

7.68*** (0.15)

10.45***(0.21)

24.85***(0.50)

  1. Note. Values are based on SAS Proc Mixed and expressed as parameter estimates β (standard errors). Estimation method = ML (maximum likelihood); Satterthwaite degrees of freedom
  2. *p < .05, ** p < .01, *** p < .001
  3. aAnnual average PM2.5 concentration from 2000–2010