Related Experiment Video
Updated: May 8, 2026

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
Characteristic profiles among students and junior doctors with specific career preferences
Yuko Takeda1, Kunimasa Morio, Linda Snell
1King's College London School of Medicine, London, UK. yuko.takeda@kcl.ac.uk.
Specialty choice factors vary by medical field. Focusing solely on lifestyle may deter those prioritizing scientific aspects or personal reasons, impacting workforce balance.
Area of Science:
- Medical Education
- Career Development
- Health Workforce Research
Background:
- Specialty choice influences healthcare workforce distribution.
- Controllable lifestyle (CL) specialties are increasingly popular, prompting focus on work-life balance.
- Limited research exists on the priority of factors influencing specialty selection across diverse medical fields.
Purpose of the Study:
- To identify key factors influencing medical specialty choice in Japan.
- To analyze characteristic profiles of students and junior doctors based on their specialty preferences.
Main Methods:
- Nationwide survey of medical students and junior doctors regarding specialty preference and influencing criteria.
- Factor analysis to identify decision-making factors.
- Cobweb charts visualizing specialty profiles based on z-scores.
Main Results:
- Five primary factors influencing career preference were identified.
- Specialties grouped by dominant factors: 'fulfilling life with job security', 'bioscientific orientation', and 'personal reasons'.
- General medicine/family medicine and otolaryngology showed intermediate profiles.
Conclusions:
- Specialty values differ, with lifestyle emphasis potentially deterring those with bioscientific or personal motivations.
- A balanced medical workforce requires considering diverse student backgrounds and motivations in selection.
- Tailored recruitment strategies may be needed to address workforce distribution challenges.
Related Concept Videos
Desirable Characteristics in Others
Assessment of the Gastrointestinal System II: Health Perception Pattern
Health Perception Patterns
Health perception patterns offer valuable insights into a patient's lifestyle habits and how they may impact their GI health. These patterns include:
Factors Influencing Attraction VI: Personality Traits
Cross-Sectional Research
Self-Report Tests of Personality
Dose-Response Relationship: Selectivity and Specificity