TABLE 2.
Matching Covariate Balance before and after Propensity Score Matching
Unmatched | Matched | |||||
---|---|---|---|---|---|---|
Variables | BUILD | Non-BUILD | SMD | BUILD | Non-BUILD | SMD |
Size (n) | 297 | 2,952 | - | 297 | 2,952 | - |
Female students | 0.623 (0.485) | 0.592 (0.492) | 0.064 | 0.623 (0.485) | 0.613 (0.487) | 0.021 |
Full-time enrollment (12 units) | 0.973 (0.162) | 0.813 (0.39) | 0.989 | 0.973 (0.162) | 0.971 (0.168) | 0.012 |
Academic year cohort | 1508.859 (150.532) | 1405.954 (253.189) | 0.684 | 1508.859 (150.532) | 1511.118 (190.789) | 0.015 |
Number of terms enrolled at CSULB | 6.296 (2.342) | 5.575 (2.89) | 0.308 | 6.296 (2.342) | 6.177 (2.948) | 0.051 |
Age at entry | 19.707 (3.321) | 21.255 (4.579) | 0.466 | 19.707 (3.321) | 19.775 (3.66) | 0.02 |
Type of student | 1.229 (0.421) | 1.489 (0.5) | 0.618 | 1.229 (0.421) | 1.236 (0.425) | 0.018 |
College | 4.721 (1.177) | 4.429 (1.069) | 0.247 | 4.721 (1.177) | 4.736 (1.131) | 0.013 |
Pell grant eligibility | 0.606 (0.489) | 0.623 (0.485) | 0.035 | 0.606 (0.489) | 0.593 (0.491) | 0.027 |
Pell amount offered in dollars | 9072.333 (9622.262) | 7609.026 (8581.653) | 0.152 | 9072.333 (9622.262) | 8629.545 (9689.465) | 0.046 |
Minority status | 0.599 (0.491) | 0.527 (0.499) | 0.148 | 0.599 (0.491) | 0.587 (0.492) | 0.024 |
Math remediation needed | 0.044 (0.205) | 0.091 (0.288) | 0.231 | 0.044 (0.205) | 0.038 (0.192) | 0.026 |
English remediation needed | 0.054 (0.226) | 0.106 (0.308) | 0.23 | 0.054 (0.226) | 0.05 (0.218) | 0.018 |
First-generation student | 0.478 (0.5) | 0.543 (0.498) | 0.13 | 0.478 (0.5) | 0.465 (0.499) | 0.027 |
Continuously enrolled | 0.943 (0.233) | 0.939 (0.24) | 0.017 | 0.943 (0.233) | 0.945 (0.228) | 0.01 |
Change of college | 0.205 (0.405) | 0.236 (0.424) | 0.075 | 0.205 (0.405) | 0.203 (0.402) | 0.006 |
Note: Good covariate balance = standardized mean difference (SMD) of < 0.1.