Background: Emergency Department (ED) visits and health care costs are increasing globally, but little is known about contributing factors of ED resource consumption. This study aims to analyse and to predict the total ED resource consumption out of the patient and consultation characteristics in order to execute performance analysis and evaluate quality improvements.
Methods: Characteristics of ED visits of a large Swiss university hospital were summarized according to acute patient condition factors (e.g. chief complaint, resuscitation bay use, vital parameter deviations), chronic patient conditions (e.g. age, comorbidities, drug intake), and contextual factors (e.g. night-time admission). Univariable and multivariable linear regression analyses were conducted with the total ED resource consumption as the dependent variable.
Results: In total, 164,729 visits were included in the analysis. Physician resources accounted for the largest proportion (54.8%), followed by radiology (19.2%), and laboratory work-up (16.2%). In the multivariable final model, chief complaint had the highest impact on the total ED resource consumption, followed by resuscitation bay use and admission by ambulance. The impact of age group was small. The multivariable final model was validated (R2 of 0.54) and a scoring system was derived out of the predictors.
Conclusions: More than half of the variation in total ED resource consumption can be predicted by our suggested model in the internal validation, but further studies are needed for external validation. The score developed can be used to calculate benchmarks of an ED and provides leaders in emergency care with a tool that allows them to evaluate resource decisions and to estimate effects of organizational changes.
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http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7894944 | PMC |
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0247244 | PLOS |
Proc Natl Acad Sci U S A
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Museum of Natural History, University of Colorado-Boulder, Boulder, CO 80309.
Amid global challenges like climate change, extinctions, and disease epidemics, science and society require nuanced, international solutions that are grounded in robust, interdisciplinary perspectives and datasets that span deep time. Natural history collections, from modern biological specimens to the archaeological and fossil records, are crucial tools for understanding cultural and biological processes that shape our modern world. At the same time, natural history collections in low and middle-income countries are at-risk and underresourced, imperiling efforts to build the infrastructure and scientific capacity necessary to tackle critical challenges.
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January 2025
Department of Gastroenterology and Hepatology, Henry Ford Hospital, Detroit, MI, United States.
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Med Care
January 2025
Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo, Park, CA.
Background: For nearly a decade, the US Veterans Health Administration (VA) has distributed tablets to Veterans with access barriers who may benefit from video telehealth visits. Older Veterans' lower likelihood of tablet use relative to younger Veterans has prompted interest in factors influencing tablet utilization.
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Heliyon
January 2025
School of Chemical and Bio Engineering, Addis Ababa Institute of Technology, Addis Ababa University, King George VI St, Addis Ababa, Ethiopia.
Rapid population growth and economic development in Ethiopia have led to increased solid waste generation due to heightened consumption and a throwaway mentality. This has resulted in overcrowding, informal settlements, poor waste management, public health concerns, and environmental issues. Collecting accurate data on solid waste generation and composition in Ethiopia is challenging because of its limited scope and inconsistencies across the country.
View Article and Find Full Text PDFF1000Res
January 2025
Industrial Engineering, Tshwane University of Technology, Pretoria, Gauteng, 0183, South Africa.
Background: This research investigated the dynamics of fee-free higher education in South Africa, analysing the interplay of socioeconomic, political, and institutional factors to elucidate the complexities surrounding its implementation and impact. Using a causal loop diagram approach (CLD), the study aims to identify key factors to effective implementation, how they interact to shape the outcome of the policy, and actionable strategies to address the challenges hindering the policy sustainability.
Method: A participatory approach was used to developing the CLD, integrating insights from an extensive literature review and stakeholder opinion.
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