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Background: The public health service supply level is an essential factor affecting public health, and fairness is vital in distributing public health services. The spatiotemporal differences in public health services have attracted academic attention. However, few studies have systematically analyzed regional disparities and their influencing factors from a fair perspective. Therefore, this paper aims to explore the spatiotemporal distribution of public health service supply in China and its influencing factors from the standpoint of fairness.
Methods: First, based on the panel data of 31 provinces in China from 2010 to 2023, this paper constructs an objective evaluation index system for the supply level of public health services. Secondly, through the empirical analysis of the Dagum Gini coefficient, the temporal and spatial differences in the supply of public health services are explored. Regional disparities are analyzed from the perspective of fairness. Finally, the Tobit model is used to examine the impact of factors such as the proportion of the elderly population, the level of economic development, and demographic factors on the fairness of public health service supply.
Results: The study found that China's public health service supply has improved significantly since the new medical reform. However, there are still large differences between different regions, and the problem of unbalanced development within the region is prominent. The eastern coastal areas show a "polarization" trend, with hot spots and weak areas in public health service supply coexisting. Simultaneously, Tobit regression confirms that the deepening of aging and improving economic development significantly drive the supply of public health services.
Conclusions: The government should reasonably allocate public health resources according to the actual conditions of each region to achieve a "trickle-down effect." Especially in underdeveloped areas, the government should achieve fairness in service supply through precise policies. Concurrently, a cross-regional counterpart support mechanism should be established to promote soft power support, such as talent and technology. Medical and health services should be provided to the elderly and vulnerable groups through medical care and health industry models. Finally, relying on "Internet + medical health" to break down resource barriers and build a digital service platform covering the entire urban and rural areas to achieve fair distribution of public health resources and a "diffusion effect".
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http://dx.doi.org/10.1186/s12913-025-13292-6 | DOI Listing |
J Am Soc Nephrol
September 2025
Technical Officer, Health Ethics and Governance Unit, Research for Health Department, World Health Organization.
JMIR Res Protoc
September 2025
Department of Development & Environmental Studies, Palacký University Olomouc, Olomouc, Czech Republic.
Background: Children in low- and middle-income countries face obstacles to optimal language and cognitive development due to a variety of factors related to adverse socioeconomic conditions. One of these factors is compromised caregiver-child interactions and associated pressures on parenting. Early development interventions, such as dialogic book-sharing (DBS), address this variable, with evidence from both high-income countries and urban areas of low- and middle-income countries showing that such interventions enhance caregiver-child interaction and the associated benefits for child cognitive and socioemotional development.
View Article and Find Full Text PDFJMIR Res Protoc
September 2025
Department of Health Services Research & Administration, College of Public Health, University of Nebraska Medical Center, Omaha, NE, United States.
Background: With the availability of more advanced and effective treatments, life expectancy has improved among patients with metastatic breast cancer (MBC), but this makes communication with their medical oncologist more complex. Some patients struggle to learn about their therapeutic options and to understand and articulate their preferences. Mobile health (mHealth) apps can enhance patient-provider communication, playing a crucial role in the diagnosis, treatment, quality of life, and outcomes for patients living with MBC.
View Article and Find Full Text PDFJ Med Internet Res
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Department of Statistics and Probability, Michigan State University, East Lansing, MI, United States.
We estimated linear mixed-effects models to analyze changes in language patterns (as measured using Linguistic Inquiry and Word Count) among neurodiverse youth to introduce a novel assessment useful for research into the potential benefits of special interests while minimizing respondent and researcher burden.
View Article and Find Full Text PDFJ Med Internet Res
September 2025
Institute of Hospital Management, Peking University Third Hospital, Beijing, China.
Background: Telemedicine is developing rapidly, presenting new opportunities and challenges for physicians and patients. Limited research has examined physicians' behavior during the process of adopting telemedicine and related factors.
Objective: This study aimed to identify perceived barriers and enablers of physicians' adoption of telemedicine and to develop intervention strategies.