Table 4.
Treatment-group comparisons on covariates before and after propensity score matching and achieved reduction in bias
Before propensity score matching |
After propensity score matching |
Bias reduction | |||||||
---|---|---|---|---|---|---|---|---|---|
Covariate | Mean/prop. (π) | t-value/χ2 | P-value | Bias | Mean/Prop. (π) | t-value/χ2 | P-value | Bias | (%) |
Consultation duration (minutes) | |||||||||
Comparison | 20.54 | −1.87 | 0.062 | 3.85 | 21.41 | −1.3 | 0.194 | 3.21 | 16.62 |
Intervention | 24.39 | 24.62 | |||||||
Day of the week | |||||||||
Comparison | 0.46 | 11.3 | 0.001 | 0.08 | 0.5 | 0 | 1 | 0 | 100 |
Intervention | 0.54 | 0.5 | |||||||
Time of the day | |||||||||
Comparison | 0.46 | 0.78 | 0.377 | 0.08 | 0.5 | 1.89 | 0.169 | 0 | 100 |
Intervention | 0.54 | 0.5 | |||||||
Main reason for clinic visit | |||||||||
Comparison | 0.46 | 6.81 | 0.009 | 0.08 | 0.5 | 0 | 1 | 0 | 100 |
Intervention | 0.54 | 0.5 |
Prop. (π) = proportion; x2 = Chi-square.