Related Experiment Video
Updated: Jan 20, 2026

Reprogramming Mouse Embryonic Fibroblasts with Transcription Factors to Induce a Hemogenic Program
Published on: December 16, 2016
An Empirical National Assessment of the Learning Environment and Factors Associated With Program Culture
Ryan J Ellis1,2, D Brock Hewitt1,3, Yue-Yung Hu1
1Surgical Outcomes and Quality Improvement Center (SOQIC), Department of Surgery and Center for Healthcare Studies, Feinberg School of Medicine, Northwestern University, Chicago, IL.
Objectives:
To empirically describe surgical residency program culture and assess program characteristics associated with program culture.
Summary Background Data:
Despite concerns about the impact of the learning environment on trainees, empirical data have not been available to examine and compare program-level differences in residency culture.
Methods:
Following the 2018 American Board of Surgery In-Training Examination, a cross-sectional survey was administered to all US general surgery residents. Survey items were analyzed using principal component analysis to derive composite measures of program culture. Associations between program characteristics and composite measures of culture were assessed.
Results:
Analysis included 7387 residents at 260 training programs (99.3% response rate). Principal component analysis suggested that program culture may be described by 2 components: Wellness and Negative Exposures. Twenty-six programs (10.0%) were in the worst quartile for both Wellness and Negative Exposure components. These programs had significantly higher rates of duty hour violations (23.3% vs 11.1%), verbal/physical abuse (41.6% vs 28.6%), gender discrimination (78.7% vs 64.5%), sexual harassment (30.8% vs 16.7%), burnout (54.9% vs 35.0%), and thoughts of attrition (21.6% vs 10.8%; all P < 0.001). Being in the worst quartile of both components was associated with percentage of female residents in the program (P = 0.011), but not program location, academic affiliation, size, or faculty demographics.
Conclusions:
Residency culture was characterized by poor resident wellness and frequent negative exposures and was generally not associated with structural program characteristics. Additional qualitative and quantitative studies are needed to explore unmeasured local social dynamics that may underlie measured differences in program culture.
Related Concept Videos
National Nursing Organizations I
National Nursing Organizations II
The AACN emphasizes a healthy work environment through six standards to achieve an optimal patient outcome. The standards are appropriate staffing, meaningful recognition, collaboration, authentic leadership, effective communication, and decision-making. In addition, AACN provides certification programs, webinars, journals, and...
Empirical Method to Interpret Standard Deviation
This rule is used widely in statistics to calculate the proportion of data values...
Transcription Factors
Avoidance Learning and Learned Helplessness
Avoidance learning occurs when an organism learns that a specific behavior can prevent an unpleasant outcome. For example, a student who receives a bad grade may start studying harder to avoid future poor grades. This behavior persists even when the negative outcome is no longer present. Avoidance learning is powerful because it maintains behavior in the absence of the...
Gene-Environment Interactions

