Introduction: The cardiothoracic (CT) surgery workforce continues to suffer from underrepresentation of women and minority physicians. The presence of implicit bias in the recruitment process may impair efforts to enhance the diversity of our training programs. Using a systematic approach, we aimed to investigate and optimize our candidate selection processes to minimize implicit bias.
Methods: Internal review of a single center's CT fellowship program selection process was conducted. Areas of potential bias were evaluated. Specifically, we investigated how interview questions were selected, how candidates were assessed during interviews, and how they were compared after interviews. Proactive measures were implemented to remove identified sources of bias.
Results: Several areas of potential bias were identified, including variability in types of questions asked and disparities in how candidates were scored. We noted the presence of potentially gendered language, cultural bias, and stereotyping within traits being scored. With the goals of intentionally promoting diversity and inclusion, we selected five traits as likely predictors of success which served as the framework from which standardized interview questions were created. The interview scoresheet was modified to include all attributes felt to be important, while eliminating irrelevant confounders and language that could carry potential advantage to specific groups.
Conclusions: By implementing strategies to identify and remove sources of implicit bias in the interview and recruitment process, our training program improved its process for the recruitment of a diverse cadre of matriculants. We must aim not only to diversify the composition of our trainee classes, but also to ensure equitable support, mentorship, and sponsorship throughout training and career advancement.
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http://dx.doi.org/10.1016/j.jss.2023.07.024 | DOI Listing |
Untrained networks inspired by deep image priors have shown promising capabilities in recovering high-quality images from noisy or partial measurements . Their success is widely attributed to implicit regularization due to the spectral bias of suitable network architectures. However, the application of such network-based priors often entails superfluous architectural decisions, risks of overfitting, and lengthy optimization processes, all of which hinder their practicality.
View Article and Find Full Text PDFAm J Emerg Med
December 2024
Department of Medicine, California Pacific Medical Center, San Francisco, CA, USA. Electronic address:
Background: Biased language in provider documentation of marginalized patient populations has been shown to negatively influence patient management. There has been debate over the use of "homeless" as a descriptor of people experiencing homelessness (PEH), as it is a potentially biased term with negative connotations. This study explores the relationship between the use of the word "homeless" in Emergency Department (ED) provider documentation and admission rates, as well as intravenous (IV) vs.
View Article and Find Full Text PDFFront Psychiatry
December 2024
Department of Psychology, Sapienza University of Rome, Rome, Italy.
Introduction: With ageing there are changes in the ability to orient attention, which affect more endogenous than exogenous orienting. However, orienting attention by the gaze direction of others shares characteristics of both exogenous and endogenous attention and it is unclear how it is affected by ageing. Being able to orient attention by the gaze direction of others is important to establish successful social interactions (i.
View Article and Find Full Text PDFFront Comput Neurosci
December 2024
Department of Mathematics, Informatics and Geoscience, University of Trieste, Trieste, Italy.
Front Psychiatry
December 2024
Department of Physiology, Niigata University School of Medical and Dental Sciences, Niigata, Japan.
Background: Individuals with autism spectrum disorder (ASD) exhibit persistent deficits in social interaction and communication in adulthood. Pioneering studies have suggested that these difficulties arise from a lack of immediate, spontaneous mentalizing (i.e.
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