highly significantp < 0.001
The significant moderating effect of urban–rural residence on the BMI-chronic disease link remained after controlling for cognitive function (β for interaction term = −0.090, p = 0.002), and the U-shaped BMI-depression relationship remained highly significant after adjusting for functional disability status (β for BMI_z 2 = 0.171, p < 0.001).