Objective: To examine variation in pharmaceutical spending and patient characteristics across prescription drug user groups.
Data Sources: British Columbia's population-based linked administrative health and sociodemographic databases (N = 3,460,763).
Study Design: We classified individuals into empirically derived prescription drug user groups based on pharmaceutical spending patterns outside hospitals from 2007 to 2011. We examined variation in patient characteristics, mortality, and health services usage and applied hierarchical clustering to determine patterns of concurrent drug use identifying high-cost patients.
Principal Findings: Approximately 1 in 20 British Columbians had persistently high prescription costs for 5 consecutive years, accounting for 42 percent of 2011 province-wide pharmaceutical spending. Less than 1 percent of the population experienced discrete episodes of high prescription costs; an additional 2.8 percent transitioned to or from high-cost episodes of unknown duration. Persistent high-cost users were more likely to concurrently use multiple chronic medications; episodic and transitory users spent more on specialized medicines, including outpatient cancer drugs. Cluster analyses revealed heterogeneity in concurrent medicine use within high-cost groups.
Conclusions: Whether low, moderate, or high, costs of prescription drugs for most individuals are persistent over time. Policies controlling high-cost use should focus on reducing polypharmacy and encouraging price competition in drug classes used by ordinary and high-cost users alike.
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http://dx.doi.org/10.1111/1475-6773.12492 | DOI Listing |
BMJ Open
December 2024
Department of Community Health Nursing, Member of Student Research Committee, Tabriz University of Medical Sciences, Tabriz, Iran
Objectives: In recent years, non-invasive stimulation technologies such as repetitive transcranial magnetic stimulation, transcranial direct current stimulation, bioresonance and auriculotherapy have been used for smoking cessation. Individuals may face various challenges throughout the quitting process. This study aimed to explore the challenges of smoking cessation for users of non-invasive stimulation technologies in Iran.
View Article and Find Full Text PDFFront Public Health
December 2024
Addictions Unit, Psychiatry and Psychology Service, ICN, Hospital Clinic Barcelona, Barcelona, Spain.
Introduction: Alcohol-related problems increase the probability of frequent emergency department (ED) use. In this study, we compared the direct healthcare expenses incurred during a single visit among frequent and non-frequent ED users and analyzed the impact of alcohol-related issues in healthcare costs arising from ED usage.
Methods: The study relied on secondary analyses of economic data from a 1:1 matched case-control study with the primary aim of identifying the clinical characteristics of hospital ED frequent users in a Mediterranean European environment with a public, universal, and tax-funded health system.
Rapid Commun Mass Spectrom
February 2025
School of Earth, Environment & Society, McMaster University, Hamilton, ON, Canada.
Rationale: The stable isotope compositions of atmospheric CO can provide useful insight into various geochemical processes and carbon cycles on Earth, which is critical for understanding of Earth's changing climate. Here, we present a simple and cost-effective analytical method for the collection and measurement of carbon and oxygen isotope compositions of atmospheric CO.
Methods: Air samples of ~150 mL were collected individually or collectively using our simple active air collection system and then extracted on a vacuum purification line to remove noncondensable gases and atmospheric water vapor.
Med Care
January 2025
UPMC Health Plan, Center for Value-Based Pharmacy Initiatives, Pittsburgh, PA.
Objective: This study sought to identify: (1) the demographic and clinical characteristics of very high-cost users (defined as patients with pharmaceutical expenditures that were equal to or greater than the 99th percentile), (2) whether or not these characteristics changed over time, (3) sociodemographic and clinical correlates of being very high-cost users, (4) the average pharmaceutical costs of very-high cost users, and (5) the therapeutic classes and medications that contributed to these high costs.
Background: There are growing public concerns about rising drug costs, in part due to increased availability, greater effectiveness, and market considerations. There is a concentrated portion of patients that accounts for a disproportionately large portion of pharmaceutical expenditures.
Sensors (Basel)
November 2024
Department of Electric Drive, Mechatronics and Electromechanics, South Ural State University, Chelyabinsk 454080, Russia.
Due to the high cost of robots, the algorithm testing cost for physical robots is high, and the construction of motion control programs is complex, with low operation fault tolerance. To address this issue, this paper proposes a low-cost, cross-platform SCARA robot digital-twin simulation system based on the concept of digital twins. This method establishes a 5D architecture based on the characteristics of different platforms, classifies data and integrates functions, and designs a data-processing layer for motion trajectory calculation and data storage for a virtual-reality robot.
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