Related Experiment Video
Updated: Jul 31, 2026

Bridging the Technology Divide in the COVID-19 Era: Using Virtual Outreach to Expose Middle and High School Students to Imaging Technology
Published on: September 28, 2022
Reliance on high technology among senior medical students
J M Merrill1, R J Lorimor, J I Thornby
1Department of Family and Community Medicine, Baylor College of Medicine, Houston, Texas 77030, USA. jmerrill@bcm.tmc.edu
Senior medical students favoring high-technology medicine often exhibit intolerance to uncertainty and authoritarian traits. These students are less inclined towards primary care, impacting physician distribution goals.
Area of Science:
- Medical education
- Psychology in medicine
- Healthcare systems
Background:
- Understanding medical student preferences is crucial for future healthcare workforce planning.
- High-technology medicine is increasingly prevalent, influencing student career choices.
- National goals aim for a balanced physician distribution between primary and non-primary care.
Purpose of the Study:
- To identify characteristics of senior medical students preferring high-technology medicine.
- To evaluate a structural equation model explaining these preferences.
- To assess the implications for primary care physician recruitment.
Main Methods:
- Development and evaluation of a structural equation model.
- Analysis of senior medical student attitudes and personality traits.
- Correlation of preferences with career intentions and patient orientation.
Main Results:
- Intolerance to clinical uncertainty, Machiavellianism, and authoritarianism were associated with higher reliance on high-technology medicine.
- Students favoring high-technology medicine showed negative attitudes toward patients' psychological issues.
- These students were less likely to pursue primary care careers.
Conclusions:
- Specific personality traits and attitudes characterize students drawn to high-technology medicine.
- These characteristics are misaligned with the national objective of achieving a balanced primary/non-primary care physician ratio.
- Interventions may be needed to encourage primary care interest among technologically inclined students.
Related Concept Videos
Secondary Healthcare System
Tertiary Healthcare System
Issues And Trends In Healthcare Delivery System
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Integrated Healthcare System
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:

