ABSTRACT
Physician burnout is a public health crisis. Although recent studies underscore its prevalence, there are few rigorous studies examining its prevention, especially among medical students and residents. Prior interventions have centered on mindfulness techniques and flexible workload scheduling, yielding limited success. However, interventions that combine fitness with philanthropy and community building may be more effective. The purpose of this report is 2-fold: first, to provide a review of physician burnout and potential prevention mechanisms and, second, to present a case study of how Medicine in Motion (MiM) addresses these issues. MiM facilitates various athletic workouts, competitions, and other events for students and professionals in medicine, dentistry, nursing, and physical therapy to support wellness and charitable initiatives. This analysis identifies 4 barriers to physicians and those in the health care profession from participating in wellness activities: (1) insufficient awareness, (2) logistical challenges, (3) lack of purpose, and (4) absence of perceived support. To overcome these barriers, MiM provides a model toolkit for starting a grassroots movement against physician burnout that other health care institutions may emulate. Institutions should provide financial support for these wellness programs. Future research is needed to evaluate these combined exercise, philanthropic, and community building efforts.
ABSTRACT
BACKGROUND CONTEXT: Emerging literature has identified the importance of pretreatment health and functional status as influential in the prognostication of survival. A comprehensive, accessible, predictive model for survival following cervical spine fracture has yet to be developed. PURPOSE: To develop an accessible and intuitive predictive model for survival in individuals aged 50 and older treated for cervical spine fractures. STUDY DESIGN: Retrospective review of records from two tertiary care centers (2009-2016). PATIENT SAMPLE: Patients age 50 and older who received operative or nonoperative management for cervical fractures. OUTCOME MEASURES: One-year mortality was the primary outcome with 3-month and 2-year mortality considered secondarily. METHODS: Multivariable logistic regression was used to identify factors independently associated with mortality. The magnitude and precision of the relationship with 1-year mortality for statistically significant variables determined weighting in the scoring system subsequently developed. Score performance was tested through multivariable regression and bootstrap simulation. In a sensitivity test, the performance of the score developed for 1-year mortality was assessed using figures for the 3-month and 2-year time-points. RESULTS: We included 1,758 patients. Mortality rates were 12% at 3 months, 17% at 1 year, and 21% at 2 years. Following multivariable testing age, injury severity score and Glasgow coma scale demonstrated the strongest predictive values for a base score, followed by serum albumin and ambulatory status. The resultant composite score ranged from 0 (base score≤4, albumin≤3.5 g/dL, and dependent/nonambulator at presentation) to a maximum of 4 (base score≥5, albumin>3.5 g/dL, and independent ambulator at presentation). Following multivariable analysis, when compared to patients with a score of 4, significantly increased odds of 1-year mortality were appreciated for those with scores of 3 (odds ratio [OR] 7.35; 95% confidence interval [CI] 3.77, 14.32), 2 (OR 8.43; 95% CI 4.66, 15.25), 1 (OR 17.47; 95% CI 9.81, 31.11), and 0 (OR 26.58; 95% CI 13.87, 50.92). Score performance was unchanged in bootstrap testing and sensitivity analyses. CONCLUSIONS: We have developed a useful prognostic utility capable of informing survival in individuals age 50 and older, following cervical spine fractures. The score can be applied to adjust patient expectations, anticipate outcomes, and as an adjunct to decision-making in the postinjury period.
