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. Author manuscript; available in PMC: 2022 Aug 28.
Published in final edited form as: Sci Total Environ. 2019 Nov 2;703:134706. doi: 10.1016/j.scitotenv.2019.134706

Table 2.

Covariate balancing of nearest-neighbor with caliper matching

Variable Mean Bias (%) Bias reduction (%) t p-value

Treated Control

Age 63.05 62.93 1.30 92.60 0.59 0.55
Gender 0.53 0.54 −1.10 37.70 −0.52 0.60
Rural area 0.91 0.91 −1.10 98.30 −0.69 0.49
Education 0.23 0.22 1.20 96.80 0.61 0.54
Household economic level −0.95 −0.95 0.00 99.90 −0.02 0.98
Marital status 0.83 0.83 −1.10 −187.80 −0.52 0.60
Retire status 0.05 0.05 −0.20 99.60 −0.10 0.92
Smokers 0.45 0.46 −1.60 77.90 −0.74 0.46
Drinkers 0.25 0.24 2.00 21.30 0.93 0.35
Sleep time 0.54 0.54 0.00 98.80 0.02 0.99
Social activity participation 0.46 0.47 −4.70 82.10 −1.71 0.09
BMI 23.40 23.49 −2.30 86.10 −1.05 0.29
Diabetes 0.06 0.06 −1.50 83.70 −0.73 0.47
Lung diseases 0.15 0.15 0.70 94.10 0.30 0.76
CVDs 0.42 0.43 −0.70 32.20 −0.31 0.76
Disability 0.14 0.14 0.20 98.00 0.09 0.93
Self-reported health 0.88 0.91 −3.80 78.80 1.04 0.30

Sample Pseudo R2 LR chi2 p > chi2 Mean Bias R Var (%)

Unmatched 0.147 1899.82 0.00 20.00 0.38* 67
Matched 0.001 15.75 0.54 1.40 1.14 0

Notes: BMI, Body Mass Index; CVDs, cardiovascular diseases.