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Table 5 Most commonly used words in narrative evaluations, in decreasing frequency of use

From: Evaluation of bias and gender/racial concordance based on sentiment analysis of narrative evaluations of clinical clerkships using natural language processing

Most Commonly Used Words

Gender of Student

Female

Male

 

Very, well, great, good, excellent, enthusiastic, thorough, thoughtful, professional, outstanding, strong, always, clinical, medical, patient, eager, interested, appropriate, engaged, concise, hard

Very, well, good, excellent, great, patient, medical, professional, eager, more, always, enthusiastic, motivated, thorough, strong, organized, interested, thoughtful, clinical

 

Race of Student

African American

White

Asian

Very, good, well, great, excellent, able, clinical, enthusiastic, prepared, pertinent, professional, interested, thorough, engaged, complex, appropriate, interpersonal, respectful, solid, detailed, organized, wonderful, patient

Very, good, excellent, well, always, strong, medical, clinical, professional, thorough, great, patient, prepared, concise, enthusiastic, eager, thoughtful, engaged, kind, attentive, outstanding, interested, motivated, appropriate

Very, well, good, clinical, excellent, great, thoughtful, appropriate, eager, concise, outstanding, thorough, professional, enthusiastic, organized, prepared, relevant, engaged, medical, strong, clear, able, wonderful

Letter Grade Received

Pass

Near Honors

Honors

Very, well, excellent, able, good, great, professional, medical, appropriate, thorough, clinical, enthusiastic, quick, motivated, patient, engaged, solid

Very, well, good, excellent, more, interested, eager, concise, always, medical, patient, pleasant, professional, clinical, appropriate, efficient, strong, engaged, able, organized, impressive

Very, well, outstanding, clinical, thorough, patient, professional, good, great, excellent, medical, eager, able, wonderful, organized, detailed, appropriate, thoughtful, efficient, complex, quick, strong, concise