While the impact of coronavirus disease 2019 (COVID-19) has varied greatly across the United States, there has been little assessment of hospital resources and mortality. We examine hospital resources and death counts among hospital referral regions (HRRs) from March 1 to July 26, 2020. This was an analysis of American Hospital Association data with COVID-19 data from the New York Times. Hospital-based resource availabilities were characterized per COVID-19 case. Death count was defined by monthly confirmed COVID-19 deaths. Geographic areas with fewer intensive care unit (ICU) beds (incident rate ratio [IRR], 0.194; 95% CI, 0.076-0.491), nurses (IRR, 0.927; 95% CI, 0.888-0.967), and general medicine/surgical beds (IRR, 0.800; 95% CI, 0.696-0.920) per COVID-19 case were statistically significantly associated with greater deaths in April. This underscores the potential impact of innovative hospital capacity protocols and care models to create resource flexibility to limit system overload early in a pandemic.
Deployments of tear gas and pepper spray have rapidly increased worldwide. Large amounts of tear gas have been used in densely populated cities, including Cairo, Istanbul, Rio de Janeiro, Manama (Bahrain), and Hong Kong. In the United States, tear gas was used extensively during recent riots in Ferguson, Missouri. Whereas tear gas deployment systems have rapidly improved—with aerial drone systems tested and requested by law enforcement—epidemiological and mechanistic research have lagged behind and have received little attention. Case studies and recent epidemiological studies revealed that tear gas agents can cause lung, cutaneous, and ocular injuries, with individuals affected by chronic morbidities at high risk for complications. Mechanistic studies identified the ion channels TRPV1 and TRPA1 as targets of capsaicin in pepper spray, and of the tear gas agents chloroacetophenone, CS, and CR. TRPV1 and TRPA1 localize to pain‐sensing peripheral sensory neurons and have been linked to acute and chronic pain, cough, asthma, lung injury, dermatitis, itch, and neurodegeneration. In animal models, transient receptor potential inhibitors show promising effects as potential countermeasures against tear gas injuries. On the basis of the available data, a reassessment of the health risks of tear gas exposures in the civilian population is advised, and development of new countermeasures is proposed.
Creation of an acute psychiatric observation improves ED and acute psychiatric service throughput while supporting the efficient allocation of scare inpatient psychiatric beds. This novel approach demonstrates the promise of extending successful observation care models from medical to psychiatric illness with the potential to improve the value of acute psychiatric care while minimizing the harms of ED crowding.
Objectives
Administrative claims data sets are often used for emergency care
research and policy investigations of healthcare resource utilization, acute
care practices, and evaluation of quality improvement interventions. Despite
the high profile of emergency department (ED) visits in analyses using
administrative claims, little work has evaluated the degree to which
existing definitions based on claims data accurately captures conventionally
defined hospital-based ED services. We sought to construct an operational
definition for ED visitation using a comprehensive Medicare data set and to
compare this definition to existing operational definitions used by
researchers and policymakers.
Methods
We examined four operational definitions of an ED visit commonly used
by researchers and policymakers using a 20% sample of the 2012
Medicare Chronic Condition Warehouse (CCW) data set. The CCW data set
included all Part A (hospital) and Part B (hospital outpatient, physician)
claims for a nationally representative sample of continuously enrolled
Medicare fee-for-services beneficiaries. Three definitions were based on
published research or existing quality metrics including: 1) provider
claims–based definition, 2) facility claims–based
definition, and 3) CMS Research Data Assistance Center (ResDAC) definition.
In addition, we developed a fourth operational definition (Yale definition)
that sought to incorporate additional coding rules for identifying ED
visits. We report levels of agreement and disagreement among the four
definitions.
Results
Of 10,717,786 beneficiaries included in the sample data set,
22% had evidence of ED use during the study year under any of the ED
visit definitions. The definition using provider claims identified a total
of 4,199,148 ED visits, the facility definition 4,795,057 visits, the ResDAC
definition 5,278,980 ED visits, and the Yale definition 5,192,235 ED visits.
The Yale definition identified a statistically different (p < 0.05)
collection of ED visits than all other definitions including 17%
more ED visits than the provider definition and 2% fewer visits than
the ResDAC definition. Differences in ED visitation counts between each
definition occurred for several reasons including the inclusion of critical
care or observation services in the ED, discrepancies between facility and
provider billing regulations, and operational decisions of each
definition.
Conclusion
Current operational definitions of ED visitation using administrative
claims produce different estimates of ED visitation based on the underlying
assumptions applied to billing data and data set availability. Future
analyses using administrative claims data should seek to validate specific
definitions and inform the development of a consistent, consensus ED
visitation definitions to standardize research reporting and the
interpretation of policy interventions.
CT utilization in the ED for suspected PE has steadily risen, whereas diagnostic yields have declined over time. Wide variation in practice is observed at the physician and geographic levels and is explained by several physician and hospital characteristics. Taken together, our findings suggest a substantial inefficiency of chest CT use and substantial opportunities for improvement.
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