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Recent studies document a substantial increase in emergency department (ED) spending in the past decade, even though the number of ED visits per capita has remained relatively stable. Price increases and upcoding are sometimes cited as possible explanations, but their relative impacts are not known. We analyzed Blue Cross Blue Shield claims for patients of all ages who received care in EDs in five states in 2012 and 2019. We used estimates from spending regressions and regressions explaining coding intensity to decompose changes in spending between 2012 and 2019 into components attributable to price increases, changes in patient characteristics or treatment intensity, and upcoding. Prices accounted for at least half of the increase in ED spending per visit for four of the five states we examined. Increases in spending attributable to upcoding were notable but generally not as large. Future research should explore the associations between local market conditions, such as consolidation and ownership type, and both price increases and upcoding.
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http://dx.doi.org/10.1377/hlthaff.2022.01287 | DOI Listing |
JMIR Public Health Surveill
September 2025
Earth Observation Centre (EOC), Institute of Climate Change, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia.
Background: Neighborhoods resulting from rapid urbanization processes are often saturated with eateries for local communities, potentially increasing exposure to unhealthy foods and creating diabetogenic residential habitats.
Objective: We examined the association between proximity of commercial food outlets to local neighborhood residences and type 2 diabetes (T2D) cases to explore how local T2D rates vary by location and provide policy-driven metrics to monitor food outlet density as a potential control for high local T2D rates.
Methods: This cross-sectional ecological study included 11,354 patients with active T2D aged ≥20 years geocoded using approximate neighborhood residence aggregated to area-level rates and counts by subdistricts (mukims) in Penang, northern Malaysia.
JMIR Res Protoc
September 2025
Guangxi Key Laboratory of AIDS Prevention and Treatment, School of Public Health & Life Science Institute, Guangxi Medical University, Nanning, China.
Background: The 23-valent pneumococcal polysaccharide vaccine reduces the risk of pneumonia among adults by 38% to 46%. However, only a few older adults in resource-limited areas of China have received the pneumococcal vaccination. Pay-it-forward is a social innovation that offers participants free or subsidized health services and a community-engaged message, with an opportunity to donate to support subsequent recipients.
View Article and Find Full Text PDFPLoS One
September 2025
School of Information Management and Engineering, Shanghai University of Finance and Economics, Shanghai, PR China.
E-tailers such as Amazon and Tmall can accurately recognize consumer interest in product categories and grasp current consumer trends through product recommendation algorithms and data-driven analysis. In this study, we develop a game-theoretic model to investigate the encroachment and information sharing decisions considering data-driven marketing (DDM). Our outcomes reveal that the manufacturer has the incentive to reduce the wholesale price to incentivize the e-tailer to increase the DDM effort when the spillover effect is high and the marginal cost is low.
View Article and Find Full Text PDFPLoS One
September 2025
Department of Obstetrics and Gynecology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America.
Cervical cancer remains the leading cause of cancer death among women in sub-Saharan Africa and is more severe in high HIV-burdened countries due to persistent high-risk human papillomavirus (hrHPV). In 2021, the World Health Organization recommended primary hrHPV testing for cervical cancer screening; however, optimal triage strategies following positive hrHPV tests remain unclear. We conducted a prospective cost analysis of triage methods for positive hrHPV results among women living with and without HIV in Gaborone, Botswana.
View Article and Find Full Text PDFPLoS One
September 2025
School of Economics, Minzu University of China, Beijing, China.
This study applies Fisher's investment framework to investigate how patient capital affects firms' green total factor productivity (GTFP). Using panel data from Chinese listed companies over the period 2008-2023, we measure firm-level GTFP by employing a non-radial SBM directional distance function combined with the Malmquist-Luenberger productivity index. Our analysis, based on two-way fixed-effects models and instrumental variable regressions, reveals that an increase in patient capital significantly enhances firms' green total factor productivity.
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