While significant associations exist between students' self-reported scores on the JSPE and SPs' evaluations of students' empathy, the associations are not large enough to conclude that the two evaluations are redundant.

A tool for SPs to assess students' empathy during an OSCE could be helpful for unmasking some deficits in empathy in students during the third year of medical school. Because the authors found no significant differences on self-reported empathy, the differences they observed in the SPs' assessments of white and Asian American students were unexpected and need further exploration. These findings call for investigation into the reasons for such differences so that OSCEs and other examinations comply with the guidelines for fairness in educational and psychological testing as recommended by professional testing organizations.

The significant interaction effects of ethnicity and gender in clinical encounters, plus the inconsistencies observed between SPs' assessments of students' empathy and students' self-reported empathy, raise questions about possible ethnicity and gender biases in the SPs' assessments of medical students' clinical skills.