Background: Acute care injury outcomes vary substantially across Canadian provinces and trauma centres. Our aim was to develop Canadian benchmarks to monitor mortality and hospital length of stay (LOS) for injury admissions.
Methods: Benchmarks were derived using data from the Canadian National Trauma Registry on patients with major trauma admitted to any level I or II trauma centre in Canada and from the following patient subgroups: isolated traumatic brain injury (TBI), isolated thoracoabdominal injury, multisystem blunt injury, age 65 years or older. We assessed predictive validity using measures of discrimination and calibration, and performed sensitivity analyses to assess the impact of replacing analytically complex methods (multiple imputation, shrinkage estimates and flexible modelling) with simple models that can be implemented locally.
Results: The mortality risk adjustment model had excellent discrimination and calibration (area under the receiver operating characteristic curve 0.886, Hosmer-Lemeshow 36). The LOS risk-adjustment model predicted 29% of the variation in LOS. Overall, observed:expected ratios of mortality and mean LOS generated by an analytically simple model correlated strongly with those generated by analytically complex models ( > 0.95, κ on outliers > 0.90).
Conclusion: We propose Canadian benchmarks that can be used to monitor quality of care in Canadian trauma centres using Excel (see the appendices, available at canjsurg.ca). The program can be implemented using local trauma registries, providing that at least 100 patients are available for analysis.
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http://dx.doi.org/10.1503/cjs.002817 | DOI Listing |
Healthc Q
October 2024
Graham Lowe, is a workplace consultant based in Kelowna, BC, and a professor emeritus at the University of Alberta. He is the author of Creating Healthy Organizations (Rotman-UTP Publishing). He has extensive consulting experience and has given hundreds of talks and workshops on creating higher quality and more productive workplaces.
This article analyzes findings from the Health Standards Organization's new Global Workforce Survey (GWS). The GWS enables healthcare organizations to measure, analyze and benchmark their workforce's perceptions of working conditions, safety culture and care quality against peers. The GWS measures key features of The National Standard of Canada for Psychological Health and Safety in the Workplace (CSA Group and Bureau de normalisation du Québec 2013; MHCC 2013).
View Article and Find Full Text PDFProc Natl Acad Sci U S A
December 2024
Institute of Biomedical Engineering, University of Toronto, Toronto, ON M5S 3G9, Canada.
Delivering medical agents to diseased tissues has been challenging, leading researchers to study the in vivo transport process in the body for improving delivery. Many imaging techniques exist for mapping the distribution of medical agent-carrying nanoparticles in tissues, but they cannot capture the three-dimensional context of tissues with single nanoparticle resolution. Here, we developed 3DEM-NPD, a three-dimensional electron microscopy (3D EM) machine learning strategy to image and map single nanoparticle distributions (NPD) in tissues.
View Article and Find Full Text PDFSurg Endosc
December 2024
Department of Electrical and Computer Engineering, Thompson Engineering Building - Western University, 1151 Richmond St, London, ON, N6A 5B9, Canada.
Appl Physiol Nutr Metab
December 2024
University of Toronto Temerty Faculty of Medicine, Toronto, Ontario, Canada;
Canadians consume excessive amounts of sodium, a leading risk factor for cardiovascular disease. In 2012, Health Canada released guidance outlining voluntary sodium reduction benchmarks for pre-packaged foods to be met by manufacturers by 2016. Using the University of Toronto's Food Label Information Program(FLIP), the aim of this study was to evaluate changes in average sodium content of Canadian pre-packaged foods from 2013 to 2017 and manufacturers' progress in meeting final phase III sodium reduction benchmark targets.
View Article and Find Full Text PDFLancet Reg Health Am
December 2024
MiCare Centre, Mount Siani Hospital, Toronto, ON, Canada.
Background: Excessive antimicrobial exposure is associated with an increase in neonatal mortality, morbidities and adverse neurodevelopment. Canadian Neonatal Network has been promoting judicious antimicrobial use through the Evidence-based Practice for Improving Quality processes. Our objective was to evaluate the antimicrobial consumption among neonates in tertiary neonatal intensive care units (NICU) in Canada in the recent decade.
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