TABLE 4.
Initial balance check and balance check after PSM of online versus face-to-face groups on selected covariates
| Covariate | Initial balance | After balance | ||||||
|---|---|---|---|---|---|---|---|---|
| Mean diffa | SE | Std mean diff | Var ratio | Mean diffa | SE | Std mean diff | Var ratio | |
| Mentee’s career stage (faculty) | −0.240*** | 0.040 | −0.620 | 0.358 | −0.132*** | 0.040 | −0.318 | 0.713 |
| Mentee’s career stage (graduate) | −0.017 | 0.044 | −0.036 | 0.988 | −0.121*** | 0.044 | −0.250 | 0.964 |
| Mentee’s career stage (undergraduate) | 0.526*** | 0.041 | 1.286 | 0.458 | −0.005 | 0.045 | −0.009 | 1.145 |
| Mentee’s career stage (none) | −0.038** | 0.017 | −0.241 | 0.155 | −0.006 | 0.017 | −0.030 | 0.982 |
| Title | −0.225* | 0.119 | −0.176 | 0.781 | −0.269** | 0.114 | −0.226 | 0.615 |
| Mentor’s previous mentoring experience | −0.375*** | 0.057 | −0.630 | 0.635 | 0.165*** | 0.062 | 0.228 | 1.291 |
| Mentor’s years of experience | 1.868*** | 0.690 | 0.245 | 0.954 | −0.507 | 0.667 | −0.068 | 0.951 |
| Mentor’s years of experience (NA)b | −0.283*** | 0.041 | −0.710 | 0.358 | 0.170*** | 0.043 | 0.338 | 1.323 |
| Sex | −0.260** | 0.101 | −0.260 | 0.433 | 0.286*** | 0.101 | 0.245 | 1.167 |
| Race/ethnicity | 0.509*** | 0.057 | 0.960 | 0.178 | 0.076 | 0.061 | 0.105 | 1.311 |
aMean difference refers to the difference in means of online and face-to-face groups (face-to-face is the reference group).
bThis binary variable was generated to address the missing values of a mentor’s years of experience, with 1 indicating the missingness of years of experience and 0 representing that years of experience is not missing. Therefore, the mean of this variable refers to the percent of missing values.
*p < 0.1.
**p < 0.05.
***p < 0.01.