Table 6. Balancing achieved by different propensity score-based matching strategies for macrolide use.
Covariate | Macrolide | No macrolide | Before matching | Matching within studyes, without replacement* | Matching within studies, with replacement* | Matching across studies without replacement* | Matching across studies with replacement* | |||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Mean (sd) | Mean (sd) | Std dif # (%) | p-value+ | Std dif (%) | p-value+ | Std dif (%) | p-value | Std dif (%) | p-value+ | Std dif (%) | p-value+ | |
Age | 38.75 (13.11) | 39.13 (13.45) | 1.02 | 0.6192 | -3.57 | 0.628 | -8.11 | <0.001 | -7.28 | 0.31 | -7.68 | <0.001 |
Male gender | 0.64 (0.48) | 0.68 (0.47) | -8.7 | 0.127 | 0.00 | 1.0000 | 8.64 | <.0001 | -1.56 | 0.8273 | 4.72 | 0.0021 |
Extensive disease | 0.79 (0.41) | 0.72 (0.45) | 15.8 | 0.008 | 6.64 | 0.4054 | -3.93 | 0.0174 | -18.03 | 0.0116 | -0.42 | 0.7973 |
Prior TB | 0.57 (0.5) | 0.7 (0.46) | -26 | 0 | 7.40 | 0.3458 | -11.72 | <.0001 | 7.72 | 0.2752 | 16.47 | <.0001 |
Prior MDR-TB | 0.26 (0.44) | 0.08 (0.27) | 47.8 | 0 | -11.00 | 0.1573 | -2.44 | 0.1159 | -7.87 | 0.2850 | -9.11 | <.0001 |
Known HIV co-infection | 0.04 (0.19) | 0.17 (0.38) | -44.7 | 0 | -4.73 | 0.3173 | 0.24 | 0.7389 | 18.08 | 0.0196 | 6.29 | 0.0002 |
No. drugs (intensive) | 6.44 (1.69) | 5.12 (1.33) | -30.55 | <0.0001 | -12.91 | 0.059 | -31.10 | <0.001 | -10.03 | 0.028 | -5.89 | <0.001 |
Total therapy (months) | 24.38 (16.32) | 17.55 (8.28) | -18.68 | <0.0001 | -3.49 | 0.337 | -7.70 | 0.337 | -14.69 | 0.04 | -5.53 | <0.001 |
Logit of predicted propensity score | 3.95 (1.6) | 2.86 (1.28) | -26.45 | <0.0001 | 12.48 | 0.06 | 9.01 | <0.001 | -6.37 | 0.118 | -0.03 | 0.542 |
*1:1 matching.
# Std dif = Standardized difference for unexposed relative to exposed. The differences in characteristics between exposed and unexposed individuals receiving were tested for significance using a paired t-test for continuous variables and McNemar’s test for dichotomous variables [34].
MDR-TB = multi-drug resistant tuberculosis. TB = tuberculosis. HIV = human immunodeficiency virus.