“… 51 MMI may mitigate bias by reducing the variability of questions and limiting the impact of both the interview context and interviewer biases (e.g., gender, race, or leniency/stringency tendency). 51 , 54 , 55 , 56 MMIs include scenarios that may provide insight into an applicant's non-cognitive domains, such as interpersonal and communication skills. 51 Studies have shown improved reliability as well as perceived fairness, effectiveness, and acceptability, 55 , 56 , 57 , 58 although some applicants felt it difficult to establish a connection with interviewers during MMIs.…”