Table 4. Model summaries of episodic memory and executive functions with waist-to-hip ratio as the predictor.
Episodic memory (n = 3,700) | Executive functions (n = 3,707) | |||||||
---|---|---|---|---|---|---|---|---|
Model 1 | Model 2 | Model 3 | Model 4 | Model 1 | Model 2 | Model 3 | Model 4 | |
Predictor | ||||||||
Waist-to-hip ratio | −0.069** | −0.049* | −0.047* | −0.047* | −0.091** | −0.059* | −0.060** | −0.070** |
Covariates | ||||||||
Age | −0.293** | −0.257** | −0.268** | −0.267** | −0.338** | −0.300** | −0.306** | −0.301** |
Sex | −0.202** | −0.219** | −0.215** | −0.215** | 0.119** | 0.094** | 0.094** | 0.104** |
Education | 0.172** | 0.148** | 0.144** | 0.144** | 0.329** | 0.288** | 0.277** | 0.277** |
Household income | 0.032† | 0.015 | 0.018 | 0.018 | 0.085** | 0.055* | 0.058** | 0.055* |
Subjective status | −0.011 | 0.001 | 0.025 | 0.025 | −0.002 | 0.021 | 0.022 | 0.023 |
Hypertension | −0.006 | −0.009 | −0.009 | 0.000 | −0.001 | −0.006 | ||
Diabetes | −0.010 | −0.014 | −0.014 | −0.011 | −0.012 | −0.015 | ||
Stroke | −0.020 | −0.019 | −0.018 | −0.040* | −0.040* | −0.038* | ||
Self-rated health | −0.060* | −0.046* | −0.047* | −0.113** | −0.113** | −0.118** | ||
Chronic disease | −0.007 | 0.006 | 0.006 | −0.020 | −0.015 | −0.018 | ||
Former smoker | 0.013 | 0.014 | 0.014 | 0.026† | 0.027† | 0.025† | ||
Current smoker | 0.032* | 0.030† | 0.031† | 0.003 | 0.003 | 0.007 | ||
Alcohol | 0.022 | 0.022 | 0.022 | 0.039* | 0.041* | 0.041* | ||
Physical exercise | 0.082** | 0.080** | 0.080** | 0.094** | 0.098** | 0.098** | ||
Agreeableness | 0.016 | 0.015 | 0.030† | 0.027 | ||||
Openness | 0.027 | 0.027 | 0.024 | 0.026 | ||||
Neuroticism | −0.053* | −0.053* | −0.044* | −0.043* | ||||
Extraversion | −0.001 | −0.001 | −0.069** | −0.068** | ||||
Conscientiousness | 0.024 | 0.023 | 0.004 | 0.005 | ||||
Perceived obesity | 0.003 | 0.044* | ||||||
Model statistics | ||||||||
R | 0.449 | 0.464 | 0.469 | 0.469 | 0.580 | 0.606 | 0.610 | 0.611 |
R2 | 0.202 | 0.215 | 0.220 | 0.220 | 0.337 | 0.367 | 0.372 | 0.373 |
R2 change | 0.202** | 0.014** | 0.005** | 0.000** | 0.337** | 0.031** | 0.005** | 0.002* |
Notes:
Waist-to-hip ratio, age, sex, education, household income, and subjective socioeconomic status (SES) were included in the Model 1. Hypertension, diabetes, stroke, self-reported physical health, the total number of chronic diseases, smoking, alcohol consumption, and physical activity were further included as covariates in the Model 2. Big five personality traits, including extraversion, conscientiousness, agreeableness, neuroticism, and openness to experience, were further included as covariates in the Model 3. Self-perceived obesity was additionally included as a covariate in the Model 4. Sex was coded with female as reference. Former and current smoker were coded with non-smoker as reference. Regular alcohol intake was coded with non-drinker as reference. Hypertension, diabetes, and stroke were coded with no respective health condition experienced for the last 12 months as reference. Model statistics were based on the first imputed dataset.
p < 0.10.
p < 0.05.
p < 0.001.