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Aim: The aim of this study was to clarify the indication for cesarean section (CS) using the Robson Ten-Group Classification System (RTGCS) and to clarify the center variation using the Lorenz curve in the main institutions in Japan.
Methods: The records of 68 702 deliveries, which were performed in 125 institutions, were extracted from the Japanese perinatal database in 2013 and the cases were classified using the RTGCS, which classifies deliveries into one of 10 groups on the basis of five parameters. The equality of the CS rate of each hospital was evaluated by the Lorenz curve and the Gini coefficient. The standard error (SE) and 95% confidence intervals (95%CI) for the Gini coefficient were determined by the bootstrap method. The institutions were divided into three categories depending on their scale: comprehensive center (CC, Category I), regional center (RC, Category II) and others (Category III).
Results: The overall CS rate was 37.3%. The difference between Categories I (42.6%) and II (34.3%) was significant (P = 0.02). The CS rates that were classified as RTGCS group 3 (multiparous, single cephalic, ≥37 weeks, with spontaneous labor) were higher in Category I (4.0%) than in Category II (2.7%, P = 0.01). The Gini coefficient of Category I (0.119 ± 0.015; 95%CI, 0.092-0.152) was significantly lower than that of Category II (0.189 ± 0.013; 95%CI, 0.16-0.217).
Conclusion: We clarified the indication of CS and center variation. These two types of methods are useful for the evaluation of medical intervention in the perinatal field.
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http://dx.doi.org/10.1111/jog.13069 | DOI Listing |
Health Econ Rev
September 2025
School of Medicine, Universidad El Bosque, Bogotá, D.C., Colombia.
In Colombia, health expenditure is highly concentrated, with a small portion of the population incurring most costs, particularly in rural areas. Men show greater inequality than women. The study suggests that current risk-adjustment models have opportunities for improvement, emphasizing the need for better health premium definitions and stronger health policies.
View Article and Find Full Text PDFJ R Stat Soc Ser A Stat Soc
May 2025
Department of Statistics, The George Washington University, Washington, DC, USA.
Different methods for describing health disparities in the distributions of continuous measured health-related variables among groups provide more insight into the nature and impact of the disparities than comparing measures of central tendency. Transformations of the Lorenz curve and analogues of the Gini index used in the analysis of income inequality are adapted to provide graphical and analytical measures of health disparities. Akin to the classical Peters-Belson regression method for partitioning a disparity into a component explained by group differences in a set of covariates and an unexplained component, a new modified Lorenz curve is proposed.
View Article and Find Full Text PDFPLoS One
August 2025
Department of Chemical Engineering, Faculty of Engineering, Khon Kaen University, Khon Kaen, Thailand.
This study uses the sigmoid function in combination with the Boltzmann distribution, originally developed by Park and Kim (2021), in order to calculate the optimal income distribution that represents feasible income equality and maximizes total social welfare. Feasible income equality refers to optimal income distribution that is realistically attainable. By employing the data on quintile income shares and the Gini index of 71 countries in 2021 from the World Bank, the results indicate that the optimal income distributions representing feasible income equality, the corresponding values of the Gini index, and the respective shapes of the Lorenz curves of 71 countries are somewhat similar to each other.
View Article and Find Full Text PDFZhonghua Lao Dong Wei Sheng Zhi Ye Bing Za Zhi
July 2025
Radiation Medicine Department, Gansu Provincial Center for Disease Control and Prevention, Joint Laboratory of Radiation Epidemiology & Joint Laboratory of Radiation Biodosimetry with Institute of Radiation Medicine, Chinese Academy of Medical Sciences, Lanzhou 730000, China.
To analysis the current utilization of nuclear medicine diagnosis and treatment equipments in Gansu province, evaluate the fairness of its distribution and provide a theoretical basis for government decision-making and the allocation of nuclear medicine diagnosis and treatment resources. In May 2023, Basic data were collected through questionnaires from the "Occupational Radiation Disease Monitoring" and "Radiation Protection Monitoring in Medical and Health Institutions" projects undertaken by Gansu Provincial Center for Disease Control and Prevention.The Gini coefficient and Theil index were calculated using STATA SE software to evaluate the equity of clinical nuclear medicine diagnosis and treatment resource allocation.
View Article and Find Full Text PDFFront Public Health
July 2025
Unit of Infectious Diseases, University of Brescia and Spedali Civili Hospital, Brescia, Italy.
Background: Community viral load (CVL) is defined as an aggregate measure of individual viral loads of people living with HIV who are receiving care in a specific community. It serves as a metric to evaluate the effectiveness of therapy programs. Our study aimed to analyze the overtime trend and the distribution characteristics of viral load.
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