Table 3.

Topics and keywords generated through latent dirichlet allocation topic modeling

Topics	Keywords	%
Question 1: What do you think could improve physicians’ job satisfaction?
Topic 1: Work–life balance	Time, satisfaction, work, thought, job	17
Topic 2: Job satisfaction and social impact	Job, patient, thought, satisfaction, society	34
Topic 3: Satisfaction of physicians in the medical environment	Medical, satisfaction, thought, improvement, medical practice	49
Question 2: What attitudes toward patients do you believe are necessary to become a skilled physician?
Topic 1: Attitude toward patient care as a physician	Physician, patient, attitude, thought, medical practice, medicine	12
Topic 2: Mistakes in patient care and efforts to correct them	Physician, patient, skill, medical practice, mistake, effort	30
Topic 3: Patient care experience and physician skill development	Patient, physician, thought, medical practice, experience, skill, first	58

Description of data: This supplementary material contains a student questionnaire designed to assess reflective understanding of physician job satisfaction and the necessary attitudes for effective patient interactions. The questionnaire is part of the “Physicians and Society” course and focuses on factors that enhance physician job satisfaction and essential behaviors for professional patient care. Participation is voluntary; responses are anonymous, and the data will be used solely for research in medical education