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. Author manuscript; available in PMC: 2023 Mar 10.
Published in final edited form as: Scholarsh Pract Undergrad Res. 2022 Spring;5(3):25–36. doi: 10.18833/spur/5/3/8

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.