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. Author manuscript; available in PMC: 2019 Sep 1.
Published in final edited form as: Health Place. 2018 Aug 30;53:182–192. doi: 10.1016/j.healthplace.2018.08.012

Table 4.

Time-lagged multilevel negative binomial models of AL.

  Unweighted AL in 2009
  Model 1 Model 2
Independent variables in 2006 β RSE β RSE
Age (centered) 0.200 0.010 *** 0.192 0.010 ***
Age-squared −0.048 0.005 *** −0.049 0.005 ***
Male (ref: female) −0.024 0.024 −0.034 0.028
Married (ref: no) −0.055 0.035 −0.057 0.035
Education (ref: no)        
 Elementary school −0.034 0.030 −0.037 0.030
 Middle school −0.045 0.035 −0.056 0.036
 High school or equivalent −0.039 0.040 −0.052 0.040
 College or above −0.151 0.069 * −0.172 0.069 *
Occupation (ref: farmer)        
 Unemployed 0.177 0.029 *** 0.135 0.030 ***
 Unskilled 0.129 0.039 ** 0.091 0.038 *
 Skilled/Professional 0.098 0.040 * 0.044 0.041
Household income per capita (ref: poorest)        
 2nd quartile −0.029 0.029 −0.028 0.029
 3rd quartile 0.028 0.031 0.022 0.031
 4th quartile (richest) 0.093 0.033 ** 0.085 0.033
Urbanization index (z-score) 0.040 0.016 * 0.018 0.018
Urban (ref: rural) 0.025 0.036 0.023 0.036
Smoking (ref: none)        
 < 1 pack per day     −0.073 0.038
 >= 1 pack perday     −0.019 0.034 ***
Drinking (ref: none)        
 Monthly     0.056 0.042
 Weekly     0.058 0.034
 Daily     0.127 0.034 ***
Work-related PA (ref: very light)        
 Light     0.004 0.032
 Moderate     −0.056 0.042
 Heavy or very heavy     −0.105 0.038 **
Leisure PA (ref: no)     0.005 0.038
% of daily energy intake from fat     0.002 0.001
Region (ref: inland)        
 Northeast 0.058 0.032 0.053 0.033
 Coastal 0.018 0.033 0.010 0.034
 Mountainous South −0.114 0.038 ** −0.112 0.039 **
Constant 1.115 0.046 *** 1.164 0.060 ***
α (logged) −1.825 0.076 *** −1.845 0.077 ***
σ (random effects) 0.017 0.003 *** 0.018 0.003 ***

Notes: AL = allostatic load; RSE = robust standard error; PA = physical activity.

p<.1

*

p<.05

**

p<.01

***

p<.001