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187 Results Found

  • Article
  • Open Access
24 Citations
3,211 Views
16 Pages

COVID-19 has killed millions of people worldwide. As a result, medical and health resources continue to be strained, posing a great threat to people’s safety and economic and social development. This paper built the index system of influencing...

  • Article
  • Open Access
26 Citations
6,779 Views
28 Pages

31 May 2022

The balanced allocation of medical and health resources is an important basis for the sustainable development of health undertakings. In recent years, China has made remarkable achievements in the medical and health services, but there is still a phe...

(This article belongs to the Special Issue Sustainable Supply Chain and Logistics Management: Environmental Impact, Resource Efficiency, Risk Management)
  • Article
  • Open Access
5 Citations
1,465 Views
13 Pages

24 August 2025

Background: Although the expansion of medical resources has largely alleviated challenges of “more diseases but fewer medicines”, the growing urbanization and rapid aging in China have led to increasing demands of healthcare services in m...

(This article belongs to the Section Digital Health Technologies)
  • Article
  • Open Access
14 Citations
4,048 Views
15 Pages

Optimizing the allocation of basic medical services and ensuring their equity are necessary to improve the ability to respond to public health emergencies and promote health equity in the context of COVID-19. This study aims to analyze the equity of...

(This article belongs to the Section Health Care Sciences & Services)
  • Article
  • Open Access
1,018 Views
19 Pages

3 August 2026

Background: Provincial pooling of the Urban–Rural Resident Basic Medical Insurance (URRBMI) fund has been promoted in China to reduce fragmentation and improve system performance, yet its impact on the efficiency of medical resource allocation...

  • Article
  • Open Access
8 Citations
4,691 Views
11 Pages

28 December 2021

Background: Since the association between disparity in physician distribution and specific healthcare outcomes is poorly documented, we aimed to clarify the association between physician maldistribution and cerebrovascular disease (CeVD), a high-prio...

(This article belongs to the Section Epidemiology & Public Health)
  • Article
  • Open Access
27 Citations
4,103 Views
17 Pages

COVID-19 has caused more than 500 million infections and 6 million deaths. Due to a continuous shortage of medical resources, COVID-19 has raised alarm about medical and health resource allocation in China. A balanced spatial distribution of medical...

  • Article
  • Open Access
23 Citations
4,126 Views
16 Pages

Health equity is a very important part of social equity. The outbreak of the novel coronavirus pneumonia (COVID-19) in a short period of time exposed the problems existing in the allocation of medical resources and the response to major public health...

  • Article
  • Open Access
4 Citations
3,841 Views
24 Pages

21 August 2024

Reasonably allocating medical resources can effsectively optimize the utilization efficiency of such resources. This paper took Taiyuan City as an example and established a model to evaluate the rationality of medical resource spatial allocation, inc...

(This article belongs to the Special Issue Implementation of GIS (Geographic Information Systems) in Health Care)
  • Article
  • Open Access
13 Citations
5,799 Views
14 Pages

The COVID-19 Run on Medical Resources in Wuhan China: Causes, Consequences and Lessons

  • Gaofeng Yin,
  • Hanning Song,
  • Jian Wang,
  • Stephen Nicholas and
  • Elizabeth Maitland

13 October 2021

The COVID-19 run on medical resources crashed Wuhan’s medical care system, a medical disaster duplicated in many countries facing the COVID-19 pandemic. In a novel approach to understanding the run on Wuhan’s medical resources, we draw from bank run...

(This article belongs to the Topic Burden of COVID-19 in Different Countries)
  • Article
  • Open Access
15 Citations
4,147 Views
15 Pages

Evaluating the Inequality of Medical Resource Allocation Based on Spatial and Non-Spatial Accessibility: A Case Study of Wenzhou, China

  • Miao Du,
  • Yuhua Zhao,
  • Tao Fang,
  • Linyu Fan and ,
  • Minghua Zhang,
  • Hong Huang and
  • Kun Mei
  • + 2 authors+ 0 author

7 July 2022

Environmental and social factors influencing resource allocation in rural, developing regions are critical social determinants of health that necessitate cross-sector collaboration to improve health opportunities. Thus, we sought to evaluate the spat...

(This article belongs to the Section Health, Well-Being and Sustainability)
  • Article
  • Open Access
9 Citations
6,797 Views
21 Pages

Does the development of a high-speed railway (HSR) have a significant impact on the equalization of medical and health resources allocated among cities? Based on the panel data of 67 cities in China from 2007 to 2016, this paper investigates the dire...

  • Article
  • Open Access
24 Citations
4,661 Views
13 Pages

Evaluation of the Medical Resource Allocation: Evidence from China

  • Yueming Xi,
  • Ye Ding,
  • Yenuan Cheng,
  • Junjie Zhao and ,
  • Mengqiu Zhou and
  • Shangren Qin
  • + 1 author+ 0 author

Medical resource allocation is an increasingly crucial issue. It is vital to understand residents’ (people living in the local area) evaluation of it. This study explores residents’ evaluation of medical resource allocation and its determ...

  • Article
  • Open Access
21 Citations
5,599 Views
12 Pages

The sharp increase of the aging population has raised the pressure on the current limited medical resources in China. To better allocate resources, a more accurate prediction on medical service demand is very urgently needed. This study aims to impro...

(This article belongs to the Section Health Economics)
  • Article
  • Open Access
1,519 Views
13 Pages

Decisions, Decisions: Observations of Resource Allocation Under Consumer-Directed Care

  • Danelle Kenny,
  • Kim-Huong Nguyen,
  • Zachary Breig,
  • Lana Friesen and
  • Tracy Comans

27 February 2025

Introduction: Resource trade-offs are a universal feature of decision-making in healthcare. Public funding for home care is an example of a complex resource allocation decision, requiring balance between the needs of the individual and the capacity o...

(This article belongs to the Collection Healthcare Strategy and Community Care)
  • Article
  • Open Access
1 Citations
2,183 Views
34 Pages

As a typical example of a high-density city, Macau’s medical resource allocation system, a key component of the city’s complex socio-technical system, suffers from significant spatial imbalances, which restricts the overall effectiveness...

(This article belongs to the Special Issue HealthScape: Intersections of Health, Environment, and GIS&T (2nd Edition))
  • Article
  • Open Access
6 Citations
3,921 Views
25 Pages

Protecting residents’ health and improving equality are important goals of the United Nations Sustainable Development Goals. The recent outbreak of COVID-19 has placed a heavy burden on the medical systems of many countries and been disastrous...

(This article belongs to the Special Issue Geo-Information Applications in Active Mobility and Health in Cities)
  • Article
  • Open Access
36 Citations
5,902 Views
17 Pages

Resource Allocation Equity in the China’s Rural Three-Tier Healthcare System

  • Yibin Ao,
  • Qiqi Feng,
  • Zhongli Zhou,
  • Yunfeng Chen and
  • Tong Wang

The rural three-tier healthcare system is an essential part of the Chinese healthcare service system. To ensure rural residents’ equal access to such healthcare services, it is necessary to examine the current status of the healthcare system in...

(This article belongs to the Section Health Care Sciences & Services)
  • Article
  • Open Access
8 Citations
5,320 Views
21 Pages

11 June 2023

The outbreak of COVID-19 posed a significant challenge to the emergency management system for public health emergencies, especially in China, where the epidemic began. As intelligent technology has injected new vitality into emergency management, app...

(This article belongs to the Special Issue Systems Thinking and Models in Public Health)
  • Article
  • Open Access
5 Citations
3,221 Views
22 Pages

Medical facilities are an important part of urban public facilities and a vital pillar for the survival of citizens at critical times. During the rapid spread of coronavirus disease (COVID-19), Wuhan was forced into lockdown with a severe shortage of...

  • Article
  • Open Access
3 Citations
3,929 Views
22 Pages

Factors Affecting Chinese Young Adults’ Acceptance of Connected Health

  • Lin Jia,
  • Yuting Tan,
  • Feiyu Han,
  • Yi Zhou and ,
  • Chu Zhang and
  • Yufei Zhang
  • + 1 author+ 0 author

22 April 2019

The global health care industry faces several challenges, such as an aging population, insufficient medical resources, and uneven allocation of high-quality medical resources. These challenges impede the development of a sustainable medical care syst...

  • Article
  • Open Access
1 Citations
2,034 Views
11 Pages

While past research has largely supported the importance of physical activity for the health of older adults, during the COVID-19 pandemic, older individuals may have reduced their opportunities and levels of physical activity to lower the risk of in...

  • Article
  • Open Access
6 Citations
4,148 Views
13 Pages

Binary Programming Model for Rostering Ambulance Crew-Relevance for the Management and Business

  • Aleksandra Marcikic Horvat,
  • Branislav Dudic,
  • Boris Radovanov,
  • Boban Melovic and ,
  • Otilija Sedlak and
  • Monika Davidekova
  • + 1 author+ 0 author

30 December 2020

The nature of health care services is very complex and specific, thus delays and organizational imperfections can cause serious and irreversible consequences, especially when dealing with emergency medical services. Therefore, constant improvements i...

(This article belongs to the Special Issue Mathematical Methods and Analysis for the Industrial Management and Business)
  • Article
  • Open Access
8 Citations
5,074 Views
28 Pages

Multi-Hospital Management: Combining Vital Signs IoT Data and the Elasticity Technique to Support Healthcare 4.0

  • Gabriel Souto Fischer,
  • Gabriel de Oliveira Ramos,
  • Cristiano André da Costa,
  • Antonio Marcos Alberti and ,
  • Dalvan Griebler,
  • Dhananjay Singh and
  • Rodrigo da Rosa Righi
  • + 2 authors+ 0 author

8 June 2024

Smart cities can improve the quality of life of citizens by optimizing the utilization of resources. In an IoT-connected environment, people’s health can be constantly monitored, which can help identify medical problems before they become serio...

  • Article
  • Open Access
47 Citations
6,286 Views
36 Pages

(1) Background: The rational allocation of limited medical resources is the premise of safeguarding the public health. Especially since the outbreak of COVID-19, the evolution dynamics and spatial mismatch of medical resources have been a focal and f...

(This article belongs to the Special Issue Geospatial Health (GeoHealth): Current Trends, Methods, and Applications)
  • Article
  • Open Access
3 Citations
3,758 Views
20 Pages

Advancing Mental Health Care: Intelligent Assessments and Automated Generation of Personalized Advice via M.I.N.I and RoBERTa

  • Yuezhong Wu,
  • Huan Xie,
  • Lin Gu,
  • Rongrong Chen and ,
  • Shanshan Chen,
  • Fanglan Wang,
  • Yiwen Liu,
  • Lingjiao Chen and
  • Jinsong Tang
  • + 4 authors+ 0 author

16 October 2024

As mental health issues become increasingly prominent, we are now facing challenges such as the severe unequal distribution of medical resources and low diagnostic efficiency. This paper integrates finite state machines, retrieval algorithms, semanti...

(This article belongs to the Topic Artificial Intelligence in Public Health: Current Trends and Future Possibilities)
  • Article
  • Open Access
8 Citations
2,700 Views
16 Pages

25 August 2023

Smart health care will be a major application in future smart cities. Timely and precise delivery of patients’ data to their medical consultant, to allow the necessary actions, is one of the basic needs in health care systems. Blockchain techno...

(This article belongs to the Special Issue Future Internet of Things: Applications, Protocols and Challenges)
  • Article
  • Open Access
4 Citations
2,236 Views
26 Pages

Variation in Psychiatric Hospitalisations: A Multiple-Membership Multiple-Classification Analysis

  • Emely Ek Blæhr,
  • Beatriz Gallo Cordoba,
  • Niels Skipper and
  • Rikke Søgaard

The complexity of variation in healthcare, particularly in mental health, remains poorly understood. However, addressing this issue presents an opportunity to opti-mise the allocation of scarce healthcare resources. To explore this, we investigated t...

  • Article
  • Open Access
6 Citations
4,219 Views
15 Pages

A Decision Support System with Artificial Intelligence and Natural Language Processing to Mitigate the Deduction Rate of Health Insurance Claims

  • Shey-Chiang Su,
  • Chun-Che Huang,
  • Roger R. Gung,
  • Li-Kai Hsiung and ,
  • Zhi-Wei Gao and
  • Cheng-En Tsai
  • + 1 author+ 0 author

7 December 2021

Globally, 20% to 40% of medical resources are wasted, which could be avoided through professional audit of health insurance claims. The professional audit can pinpoint excessive use of unnecessary medicines and medical examinations. Taiwan’s Na...

(This article belongs to the Special Issue Emerging Industry – Promoting Human Performance and Health)
  • Article
  • Open Access
3 Citations
2,656 Views
20 Pages

18 February 2025

In response to public health emergencies, the importance of resilient medical facilities—such as large exhibition centers and sports venues that can be rapidly converted into temporary emergency hospitals—has become increasingly evident....

(This article belongs to the Section Systems Practice in Social Science)
  • Article
  • Open Access
10 Citations
2,768 Views
15 Pages

Spatiotemporal Surveillance of COVID-19 Based on Epidemiological Features: Evidence from Northeast Iran

  • Mohammad Tabasi,
  • Ali Asghar Alesheikh,
  • Elnaz Babaie and
  • Javad Hatamiafkoueieh

26 September 2022

Spatiotemporal analysis of COVID-19 cases based on epidemiological characteristics leads to more refined findings about health inequalities and better allocation of medical resources in a spatially and timely fashion. While existing literature has ex...

(This article belongs to the Special Issue COVID-19 and Urban Inequalities: Spatial and Digital Dimensions)
  • Article
  • Open Access
12 Citations
7,366 Views
19 Pages

The HealthTracker System: App and Cloud-Based Wearable Multi-Sensor Device for Patients Health Tracking

  • Cosimo Anglano,
  • Massimo Canonico,
  • Francesco Desimoni,
  • Marco Guazzone and
  • Davide Savarro

19 January 2024

Telemedicine has emerged as a vital component of contemporary healthcare, revolutionizing the way medical services are delivered and accessed (e.g., it enables patients living in underserved or rural areas to receive medical consultation and treatmen...

(This article belongs to the Special Issue Methods, Applications and Developments in Biomedical Informatics)
  • Article
  • Open Access
13 Citations
5,045 Views
21 Pages

Background: While Chinese cities are pursuing economic development, meeting citizen demand for medical treatment has only gradually been put on the agenda. Theoretically, in the second half of a person’s life, demand for medical treatment will rise s...

  • Article
  • Open Access
20 Citations
3,783 Views
10 Pages

At the end of March 2009, the Chinese government put forward the new health-care reform with its long-term goal to achieve universal access to basic medical and health services. Primary health-care institutions and adequate health human resources are...

  • Article
  • Open Access
923 Views
22 Pages

Background/Objectives: The global health landscape is currently confronted with dual challenges from both infectious diseases and chronic conditions. Medical–preventive integration has emerged as a pivotal strategy to address these issues, aimi...

  • Article
  • Open Access
28 Citations
12,962 Views
18 Pages

Study of Burden in Polycystic Ovary Syndrome at Global, Regional, and National Levels from 1990 to 2019

  • Yong Gao,
  • Haobiao Liu,
  • Lichun Qiao,
  • Jiawei Liang and ,
  • Haoyan Yao,
  • Xue Lin and
  • Yane Gao
  • + 2 authors+ 0 author

14 February 2023

Increasing attention has recently been paid to the harm of polycystic ovary syndrome (PCOS) to women. However, due to the inconsistency of global clinical diagnostic standards and the differing allocation of medical resources among different regions,...

(This article belongs to the Special Issue Maternal and Child Health and Healthcare)
  • Article
  • Open Access
489 Views
32 Pages

8 July 2026

Sustainable rural development requires households to move beyond defensive medical spending and emergency borrowing toward more productive, forward-looking resource allocation. This study uses panel data from the China Household Finance Survey (CHFS)...

(This article belongs to the Special Issue ESG-Driven Sustainable Green Economy: Innovation Management and Policy)
  • Article
  • Open Access
1,064 Views
16 Pages

Ethical Issues Among Medical Professionals During the COVID-19 Pandemic: An Indian Cross-Sectional Study

  • Padmakumar Krishnankutty Nair,
  • Russell F. Dsouza,
  • Ivone Duarte and
  • Rui Nunes

13 March 2026

Introduction: Healthcare institutions and care providers, including medical professionals, were at the forefront of the rapid response to the challenges of the pandemic. As medical professionals across the country actively fought the COVID-19 pandemi...

(This article belongs to the Section COVID Public Health and Epidemiology)
  • Article
  • Open Access
10 Citations
3,727 Views
22 Pages

Improving fiscal health expenditure efficiency is an inherent requirement of the strategy of “healthy China” and “high-quality development”. The outbreak of COVID-19 has highlighted the importance of efficient health system. F...

(This article belongs to the Section Health Economics)
  • Review
  • Open Access
38 Citations
5,872 Views
46 Pages

A Comprehensive Review of Machine Learning Used to Combat COVID-19

  • Rahul Gomes,
  • Connor Kamrowski,
  • Jordan Langlois,
  • Papia Rozario and ,
  • Ian Dircks,
  • Keegan Grottodden,
  • Matthew Martinez,
  • Wei Zhong Tee,
  • Kyle Sargeant and
  • Mitchell Haley
  • + 6 authors+ 1 author

Coronavirus disease (COVID-19) has had a significant impact on global health since the start of the pandemic in 2019. As of June 2022, over 539 million cases have been confirmed worldwide with over 6.3 million deaths as a result. Artificial Intellige...

(This article belongs to the Special Issue Machine Learning Applications for COVID-19 and Its Complications: Screening, Diagnosis, Treatment, and Prognosis)
  • Review
  • Open Access
49 Citations
7,885 Views
18 Pages

Sustainability Challenge of Eastern Europe—Historical Legacy, Belt and Road Initiative, Population Aging and Migration

  • Mihajlo Jakovljevic,
  • Arcadio A. Cerda,
  • Yansui Liu,
  • Leidy García and ,
  • Yuriy Timofeyev,
  • Kristijan Krstic and
  • John Fontanesi
  • + 2 authors+ 0 author

5 October 2021

The historical legacy of Eastern European and the Balkans’ health systems was mutually interdependent and shaped by local socioeconomic circumstances. Three distinctive systems of risk sharing and health financing developed since the late XIX century...

(This article belongs to the Section Health, Well-Being and Sustainability)
  • Article
  • Open Access
3 Citations
3,535 Views
12 Pages

Status and Factors Associated with Healthcare Choices among Older Adults and Children in an Urbanized County: A Cross-Sectional Study in Kunshan, China

  • Yuxi Zhao,
  • Linqi Mao,
  • Jun Lu,
  • Qi Zhang and ,
  • Gang Chen,
  • Mei Sun,
  • Fengshui Chang and
  • Xiaohong Li
  • + 3 authors+ 0 author

As important unit for regional health planning, urbanized counties are facing challenges because of internal migrants and aging. This study took urbanized counties in China as cases and two key populations as objects to understand different populatio...

  • Article
  • Open Access
40 Citations
11,241 Views
26 Pages

21 November 2019

In the study of the sustainable development of public health in China, academic circles have little to do with the unique hierarchical medical system and online appointment diagnosis system in China’s medical system. Therefore, based on the med...

(This article belongs to the Section Sustainable Urban and Rural Development)
  • Article
  • Open Access
11 Citations
4,965 Views
13 Pages

Solving Patient Allocation Problem during an Epidemic Dengue Fever Outbreak by Mathematical Modelling

  • Jung-Fa Tsai,
  • Tai-Lin Chu,
  • Edgar Hernan Cuevas Brun and
  • Ming-Hua Lin

15 January 2022

Dengue fever is a mosquito-borne disease that has rapidly spread throughout the last few decades. Most preventive mechanisms to deal with the disease focus on the eradication of the vector mosquito and vaccination campaigns. However, appropriate mech...

(This article belongs to the Special Issue Computing and Artificial Intelligence Techniques for Healthcare Applications: Second Edition)
  • Article
  • Open Access
15 Citations
8,366 Views
23 Pages

Considering the high morbidity of hepatitis B in China, many epidemiological studies based on classic medical statistical analysis have been started but lack spatial information. However, spatial information such as the spatial distribution, autocorr...

  • Article
  • Open Access
4 Citations
2,529 Views
23 Pages

Colorectal cancer burden is a threat to health systems in several countries. As the cost of diagnosing, treating, and managing this cancer is unknown in Antigua and Barbuda, this study aimed to estimate its direct medical cost in this country. We use...

  • Review
  • Open Access
5 Citations
2,352 Views
25 Pages

From Local to Global Perspective in AI-Based Digital Twins in Healthcare

  • Maciej Piechowiak,
  • Aleksander Goch,
  • Ewelina Panas,
  • Jolanta Masiak and ,
  • Dariusz Mikołajewski,
  • Izabela Rojek and
  • Emilia Mikołajewska
  • + 2 authors+ 0 author

21 December 2025

Digital twins (DTs) powered by artificial intelligence (AI) are becoming important transformational tools in healthcare, enabling real-time simulation and personalized decision support at the patient level. The aim of this review is to critically exa...

(This article belongs to the Special Issue Artificial Intelligence Innovations for Smart and Sustainable Healthcare)
  • Article
  • Open Access
1 Citations
2,446 Views
11 Pages

A New Tool for Determining and Monitoring Public Healthcare Systems

  • Vered Reiter,
  • Doron Nisani,
  • Shay S. Tzafrir and
  • Nathaniel Laor

14 December 2022

The challenge of maintaining a standard of treatment has become a core issue due to the COVID-19 outbreak, and many countries are currently addressing this issue. Since public health policymaking is a multidimensional issue, including different aspec...

(This article belongs to the Section Health Policy)
  • Article
  • Open Access
53 Citations
6,931 Views
18 Pages

Understanding Use Intention of mHealth Applications Based on the Unified Theory of Acceptance and Use of Technology 2 (UTAUT-2) Model in China

  • Yancong Zhu,
  • Zhenhong Zhao,
  • Jingxian Guo,
  • Yanna Wang and ,
  • Chengwen Zhang,
  • Jiayu Zheng,
  • Zheng Zou and
  • Wei Liu
  • + 3 authors+ 0 author

The COVID-19 pandemic has significantly impacted the healthcare industry, especially public health resources and resource allocation. With the change in people’s lifestyles and increased demand for medical and health care in the post-pandemic e...

(This article belongs to the Special Issue Advances in Communication and Public Health)
  • Article
  • Open Access
9 Citations
5,363 Views
13 Pages

As human lifespan increases and the need for elderly care grows, the demand for healthcare services and its associated costs have surged, causing a decline in the operational efficiency of universal healthcare. This has created an imbalance in medica...

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