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Table 4 The effect of SES on the z-score of body mass index (z-BMI) with mediators of parental obesity and the proportion of diet

From: The relationship between socioeconomic status and childhood overweight/obesity is linked through paternal obesity and dietary intake: a cross-sectional study in Chongqing, China

Path Indirect effect Direct effect (βDir) Total effect (βTot) Mediation effect (%)
β1 β2 βInd
Income
Income→Mother with obesity→z-BMI − 0.028** 0.100*** − 0.003** 0.071 (0.055, 0.088)*** 0.068 (0.052, 0.085)*** 4.41
Income→Father with obesity→z-BMI 0.049*** 0.115*** 0.006*** 0.063 (0.047, 0.080)*** 0.069 (0.053, 0.086)*** 8.70
Income→The proportion of vegetables→z-BMI − 0.003 0.045*** − 0.0001 0.068 (0.052, 0.085)*** 0.068 (0.052, 0.085)*** 0.15
Income→The proportion of red meat→z-BMI 0.068*** 0.057*** 0.004*** 0.065 (0.049, 0.082)*** 0.069 (0.053, 0.086)*** 6.15
Income→The proportion of nutritional supplements→z-BMI − 0.055*** − 0.040*** 0.002*** 0.067 (0.050, 0.084)*** 0.069 (0.052, 0.086)*** 2.90
Father education
Father education→Mother with obesity→z-BMI − 0.023* 0.100*** − 0.002* 0.077 (0.061, 0.094)*** 0.075 (0.059, 0.091)*** 2.67
Father education→Father with obesity→z-BMI 0.048*** 0.115*** 0.006*** 0.072 (0.055, 0.088)*** 0.077 (0.061, 0.093)*** 7.79
Father education→The proportion of vegetables→z-BMI 0.012 0.044*** 0.001 0.076(0.060, 0.093)*** 0.077 (0.061, 0.094)*** 1.30
Father education→The proportion of red meat→z-BMI 0.065*** 0.056*** 0.004*** 0.073 (0.057, 0.090)*** 0.077 (0.061. 0.094)*** 5.19
Father education→The proportion of nutritional supplements→z-BMI − 0.077*** − 0.038*** 0.003*** 0.074 (0.057, 0.091)*** 0.077 (0.061. 0.094)*** 3.90
Region
Region (Urban or suburban vs. rural)→Mother with obesity→z-BMI − 0.009 0.099*** − 0.001 0.124(0.108, 0.139)*** 0.123(0.108, 0.139)*** 0.81
Region (Urban or suburban vs. rural)→Father with obesity→z-BMI 0.023* 0.116*** 0.003* 0.124(0.108, 0.140)*** 0.127(0.111, 0.143)*** 2.36
Region (Urban or suburban vs. rural)→The proportion of vegetables→z-BMI 0.050*** 0.037*** 0.002*** 0.127(0.111, 0.144)*** 0.129(0.113, 0.146)*** 1.55
Region (Urban or suburban vs. rural)→The proportion of red meat→z-BMI 0.062*** 0.053*** 0.003*** 0.126(0.110, 0.143)*** 0.129(0.113, 0.146)*** 2.33
Region (Urban or suburban vs. rural)→The proportion of nutritional supplements→z-BMI − 0.091*** − 0.032*** 0.003*** 0.126(0.110, 0.143)*** 0.129(0.113, 0.146)*** 2.33
  1. Age, gender, birth weight, breast feeding, mean arterial pressure and heart rate were controlled in the hypothesized model
  2. β = standardized regression coefficient; β1 = indirect effect 1; β2 = indirect effect 2; βInd = total indirect effect; βDir = direct effect; βTot = total effect; z-BMI = the z-score of body mass index. *P < 0.05; **P < 0.01; ***P < 0.001