Health workforce researchers routinely conduct studies to determine whether a profession is currently in short supply and whether future shortages are likely. This is particularly important for registered nursing since the profession has experienced periodic shortages over the past three decades. Registered nurse (RN) forecast studies can be valuable in quantifying supply and demand gaps and identifying the most appropriate strategies to avert future shortages. In order to quantify RN supply/demand gaps, it is important to have accurate data on RNs, including the number of active RNs as well as their demographic, education, and practice characteristics, and work location(s). A lack of relevant and timely data on the nursing workforce is a significant barrier to identifying where nursing shortages exist, where they are most severe, and determining the factors that contribute to them. This lack of understanding impedes the development of effective health workforce programs and policies to mitigate shortages and the ability to evaluate these programs and policies for effectiveness. This study describes the national data sources available to nursing researchers to study the supply and distribution of the RN workforce and assesses the sources' strengths and limitations. This study also explores the potential for using state-level data for nursing workforce research.
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http://dx.doi.org/10.1891/0739-6686.28.43 | DOI Listing |
Gac Med Mex
January 2025
Terminal 4 Communications, Hilversum, Netherlands.
Introduction: The transdermal patch is an effective contraceptive with advantages over other hormonal methods. However, the percentage of patch's users is 2.8 %.
View Article and Find Full Text PDFEnviron Sci Pollut Res Int
January 2025
Research Engineer I, Applied Research Center for Environment & Marine Studies, Research Institute, King Fahd University of Petroleum & Minerals, 31261, Dhahran, Saudi Arabia.
Concerns regarding disinfection byproducts (DBPs) in drinking water persist, with measurements in water treatment plants (WTPs) being relatively easier than those in water distribution systems (WDSs) due to accessibility challenges, especially during adverse weather conditions. Machine learning (ML) models offer improved predictions of DBPs in WDSs. This study developed multiple ML models to predict Trihalomethanes (THMs), Haloacetic Acids (HAAs), Dichloroacetonitrile (DCAN), and N-nitrosodimethylamine (NDMA) in WDSs using data collected over 13 years (2008-2020) from 113 water supply systems (WSS) in Ontario.
View Article and Find Full Text PDFJ Vis Exp
January 2025
Key Laboratory of Drug-Targeting and Drug Delivery System of the Education Ministry and Sichuan Province, Sichuan Engineering Laboratory for Plant-Sourced Drug and Sichuan Research Center for Drug Precision Industrial Technology, West China School of Pharmacy, Sichuan University;
The abnormal alternation of pulmonary angiogenesis is related to lung microvascular dysfunction and is deeply linked to vascular wall integrity, blood flow regulation, and gas exchange. In murine models, lung lobes exhibit significant differences in size, shape, location, and vascularization, yet existing methods lack consideration for these variations when quantifying microvascular density. This limitation hinders the comprehensive study of lung microvascular dysfunction and the potential remodeling of microvasculature circulation across different lobules.
View Article and Find Full Text PDFBr J Hosp Med (Lond)
December 2024
Endocrinology, Diabetes and General (Internal) Medicine, Royal Stoke University Hospital, University Hospitals of North Midlands NHS Trust, Stoke-on-Trent, North Staffordshire, UK.
Locally Employed Doctors (LEDs) are defined as any doctor below consultant grade, appointed within a UK National Health Service (NHS) Trust, who are not working within a national training scheme. They are a cohort significantly increasing in numbers. International Medical Graduates (IMGs) are overseas-qualified doctors who contribute to more than 30% of the workforce-related deficit in the number of UK-qualified doctors required to meet NHS requirements.
View Article and Find Full Text PDFNatl Sci Rev
February 2025
State Key Laboratory of Millimeter Waves, School of Information Science and Engineering, Southeast University, Nanjing 210096, China.
With the rapid expansion of wireless networks, the deployment and long-term maintenance of distributed microwave terminals have become increasingly challenging. To address these issues, we present a bio-inspired microwave system to constitute passive and maintenance-free wireless networks. Drawing inspiration from vertebrate skeletons and skins, we employ stimuli-responsive polymer with tunable stiffness to support and protect sensitive electromagnetic structures, and synthesize self-healable skin-like polymer for system encapsulation.
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