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Introduction: Physicians are an indispensable part of the healthcare system, crucial for maintaining public health. Since the issues in market-oriented healthcare reform emerged in 2003, China has implemented a series of healthcare system reforms to improve the equitable distribution of medical resources. The impact of these reform measures on the physician workforce has yet to be systematically assessed.
Methods: Data were sourced from the China Health Statistics Yearbook from 2003 to 2021. We conducted a detailed descriptive statistical analysis of physicians' quantity, quality, and structure. The Gini coefficient was calculated to evaluate national physician distribution equity, and the Theil index was further used to analyze interprovincial and intraprovincial inequality trends in the physician workforce. Global Moran's I and hotspot analysis were employed to examine the spatial heterogeneity and clustering of physician labor.
Results: The number of physicians increased from 1.87 million in 2003 to 4.29 million in 2021, with an average annual growth rate of 4.72%. The male-to-female ratio changed from 1:0.69 to 1:0.92. The main educational level of physicians elevated to a bachelor's degree (45.9%). However, the proportion of young doctors (< 35 years) declined from 41.1 to 26.0%. The Gini coefficient decreased from 0.140 in 2003 to 0.071 in 2021, and the Theil index dropped from 0.091 to 0.057. Decomposition of the Theil index revealed that overall differences in physician distribution primarily stemmed from intraprovincial inequality rather than interprovincial inequality. Global Moran's I decreased from 0.304 in 2003 to 0.109 in 2015 and then increased to 0.444 in 2021. Hotspot analysis showed uneven physician distribution, with high-value clusters in northern regions and low-value clusters in southern regions.
Conclusions: Over the past 19 years, despite improvements in the quantity and quality of physicians, the decline in young physicians and worsening regional disparities pose challenges.
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http://dx.doi.org/10.1186/s12960-025-00983-8 | DOI Listing |
J Hazard Mater
September 2025
Department of Environmental Science and Engineering, Shanghai Key Laboratory of Atmospheric Particle Pollution and Prevention, Fudan University, Shanghai 200433, China.
Incomplete biomass burning emits complex mixture of gaseous and particulate organic pollutants, yet their chemical speciation and toxicity have not been fully identified. This study profiled the organic fingerprinting primarily emitted from typical incomplete biomass burning through nontargeted analysis and estimated their toxic potencies. Gaseous organics exhibited 2.
View Article and Find Full Text PDFJMIR Res Protoc
September 2025
University of Nevada, Las Vegas, Las Vegas, NV, United States.
Background: In-hospital cardiac arrest (IHCA) remains a public health conundrum with high morbidity and mortality rates. While early identification of high-risk patients could enable preventive interventions and improve survival, evidence on the effectiveness of current prediction methods remains inconclusive. Limited research exists on patients' prearrest pathophysiological status and predictive and prognostic factors of IHCA, highlighting the need for a comprehensive synthesis of predictive methodologies.
View Article and Find Full Text PDFFood Res Int
November 2025
Faculdade de Engenharia de Alimentos (FEA), Universidade Estadual de Campinas (UNICAMP), Rua Monteiro Lobato, 80, 13083-862, Campinas, São Paulo, Brazil. Electronic address:
The hydrolysis of biomass in fermentative processes often faces the difficulty of generating inhibitory products. Its reduction or removal is essential to enable the use of agro-industrial waste, such as cashew apple bagasse. Therefore, this study aimed to find an optimized condition for the hydrolysis of cashew apple bagasse by subcritical water and to introduce an in-line pre-purification process.
View Article and Find Full Text PDFPediatr Emerg Care
September 2025
Department of Pediatrics-Emergency Medicine, The University of Tennessee Health Science Center, Memphis, TN.
Objectives: Casino shifts, which end at 4 AM and allow sleep during the circadian "anchor period," may improve sleep and reduce fatigue for pediatric emergency medicine (PEM) fellows working night shifts. We hypothesized that using a casino shift model would improve perceived fatigue levels and measured sleep metrics.
Methods: In this pilot prospective observational cohort study, fellows worked traditional night shifts for one month (control) followed by casino shifts for one month (intervention).
Biom J
October 2025
Department of Medical Biometry, Institute for Quality and Efficiency in Health Care (IQWiG), Cologne, Germany.
Hazards constitute key quantities for analyzing, interpreting, and understanding time-to-event data. Hazards and corresponding effect measures, such as the hazard ratio from the Cox proportional hazards model, have a valid causal interpretation if the hazard function is considered as a function in time rather than hazards at specific time points. In this comment, we would like to add two points: (1) The hazard ratio is also a useful population-level estimand with a valid causal interpretation.
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