Background: Clinical decision support tools based on predictive analytics can provide actionable information and improve clinical outcomes for patients at risk of developing sepsis. Scoring systems such as Systemic Inflammatory Response Syndrome (SIRS) and National Early Warning Score (NEWS) that were not specifically trained to detect sepsis tend to have high false alarm rates, leading [...]

Background: Chronic Obstructive Pulmonary Disease (COPD) is the third leading cause of hospital readmissions in America. Over one-third of patients admitted for COPD exacerbations are readmitted within 90 days, with readmissions costing $15 billion. Medicare instituted financial penalties for excessive readmissions after COPD hospitalizations, incentivizing the creation of readmission prediction tools. Two such tools, the [...]

Background: Mortality prediction models are increasingly being adopted in the clinical setting, both to retrospectively assess quality of care and to prospectively inform clinical practice. An open question is whether a particular hospital should employ a model trained using a diverse nationwide dataset or use a model developed primarily from local data. The Veterans Affairs [...]

Background: Clinical decision support tools based on predictive analytics can provide actionable information and improve clinical outcomes for patients at risk of developing sepsis. Scoring systems such as Systemic Inflammatory Response Syndrome (SIRS) and National Early Warning Score (NEWS) that were not specifically trained to detect sepsis tend to have high false alarm rates, leading [...]

Background: Chronic Obstructive Pulmonary Disease (COPD) is the third leading cause of hospital readmissions in America. Over one-third of patients admitted for COPD exacerbations are readmitted within 90 days, with readmissions costing $15 billion. Medicare instituted financial penalties for excessive readmissions after COPD hospitalizations, incentivizing the creation of readmission prediction tools. Two such tools, the [...]

Background: Mortality prediction models are increasingly being adopted in the clinical setting, both to retrospectively assess quality of care and to prospectively inform clinical practice. An open question is whether a particular hospital should employ a model trained using a diverse nationwide dataset or use a model developed primarily from local data. The Veterans Affairs [...]

Background: An estimated one-third of national healthcare spending is waste, with the largest contribution stemming from unnecessary use of services. Published efforts to enhance cost consciousness have largely focused on residents and practicing physicians. Few curricula have been designed to educate and engage medical students in the delivery of high value care (HVC) in the [...]

Background: Balancing attending supervision with resident autonomy is intended to ensure patient safety while allowing trainees to gain graduated competency and independence upon completion of residency. ACGME work-hour restrictions have increased attending supervision, but its effect on resident education and autonomy is unclear. In order to better understand the underlying tensions and contributing factors to [...]

Background: Interprofessional Education (IPE) has been gaining momentum in academic institutions across the United States since the initiation of the core competencies of interprofessional collaborative practice (IPC). Research suggests that student learners who engage in IPE become interprofessional team members who respect others’ roles and work towards creating positive health outcomes. While the promise of [...]

Background: Duty hour restrictions for resident physicians have led to the ubiquity of night float systems. While this change has positively influenced well-being and supervision, limited studies indicate a negative impact of night float rotations on resident education. Nocturnists have been identified as a key resource for improving the educational value of night float rotations, [...]