Table 3. Balance test results for the PSM-DID model.
Variable | Unmatched Matched |
Mean | %reduct | t-test | |||
---|---|---|---|---|---|---|---|
Treated | Control | %bias | |bias| | t | p>|t| | ||
Age | Unmatched | 72.744 | 70.368 | 35.0 | 91.3 | 10.37 | 0.000 |
Matched | 72.744 | 72.537 | 3.1 | 0.69 | 0.490 | ||
Gender | Unmatched | 0.419 | 0.432 | -2.8 | 17.1 | -0.83 | 0.408 |
Matched | 0.419 | 0.408 | 2.3 | 0.51 | 0.613 | ||
Education level | Unmatched | 3.689 | 3.387 | 8.8 | 46.9 | 2.88 | 0.004 |
Matched | 3.689 | 3.529 | 4.7 | 0.98 | 0.326 | ||
Household registration | Unmatched | 0.753 | 0.599 | 33.2 | 85.3 | 9.50 | 0.000 |
Matched | 0.753 | 0.775 | -4.9 | -1.17 | 0.241 | ||
Health status | Unmatched | 0.851 | 0.878 | -7.9 | 13.0 | -2.48 | 0.013 |
Matched | 0.851 | 0.875 | -6.9 | -1.52 | 0.130 | ||
Marriage status | Unmatched | 0.715 | 0.734 | -4.3 | 8.5 | -1.30 | 0.195 |
Matched | 0.715 | 0.732 | -3.9 | -0.86 | 0.390 | ||
Endowment insurance | Unmatched | 0.799 | 0.779 | 4.9 | 100.0 | 1.46 | 0.143 |
Matched | 0.799 | 0.799 | 0.0 | 0.00 | 1.000 |