Related Experiment Video
Updated: Feb 26, 2026

Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
The burden of choice: decision regret in subspecialty selection among young and middle-aged doctors
Peixuan Guan1, Maosha Fu2, Feng Wu3
1Department of Continuing Education, Peking University People's Hospital, Beijing, China.
Background:
Subspecialty choice plays a pivotal role in physicians' career satisfaction and professional trajectory. However, decision regret regarding subspecialty selection has been underexplored, despite its potential impact on well-being and retention.
Methods:
A cross-sectional study was conducted among 615 young and middle-aged physicians (aged 25-55) from secondary and tertiary hospitals in China. Participants completed an online questionnaire including the Decision Regret Scale (DRS), a simplified Maslach Burnout Inventory (MBI), Minnesota Satisfaction Questionnaire (MSQ), and Connor-Davidson Resilience Scale (CD-RISC). Statistical analyses involved ANOVA, Spearman's correlation, and multivariate linear regression to identify factors associated with decision regret.
Results:
Among participants, 9.4% reported high regret, 37.6% moderate regret, and 53.0% low regret. Higher regret was significantly associated with male gender (P = 0.039), younger age (P = 0.019), and higher professional title (P = 0.003). Regression analysis revealed that greater burnout (B = 1.521, P < 0.001) predicted higher regret, while higher job satisfaction (B = - 0.339, P < 0.001) and resilience (B = - 0.588, P = 0.001) were protective factors.
Conclusion:
Nearly one in five young and middle-aged Chinese physicians experience high regret in subspecialty choice, influenced by gender, age, burnout, satisfaction, and resilience. Targeted interventions addressing these factors may mitigate regret and enhance physician well-being and retention.
Related Concept Videos
Decision Making: Traditional Method
First, a specific claim about the population parameter is decided based on the research question and is stated in a simple form. Further, an opposing statement to this claim is also stated. These statements can act as null and alternative hypotheses, out of which a null hypothesis would be a...
The Availability Heuristic
Ethical Dilemmas II
Decision Making: P-value Method
First, a specific claim about the population parameter is proposed. The claim is based on the research question and is stated in a simple form. Further, an opposing statement to the claim is also stated. These statements can act as null and alternative hypotheses: a null hypothesis would be a neutral statement while the alternative hypothesis can...
Pharmacokinetics in Geriatric Patients: Effect of Age on Drug Excretion
Regression Toward the Mean

