Practical applications of Network Data Envelopment Analysis DOI
Светлана Ратнер, Artem Mikhailovich Shaposhnikov

Economic Analysis Theory and Practice, Год журнала: 2023, Номер 22(5), С. 800 - 828

Опубликована: Май 30, 2023

Subject. The article considers a methodology for assessing the comparative effectiveness of activity homogeneous economic agents, i.e. Data Envelopment Analysis. Objectives. focus is on systematization and classification modern practical applications network Analysis, identification types additional information that can be extracted from solving problems DEA strategic management companies/organizations. Methods. study rests systematic literature review. Results. At present, multi-stage models are most actively used to model evaluate performance banks, supply chains consisting “supplier-manufacturer-distributor” link, innovative high-tech companies (or territories), whose activities regulated by strict environmental standards. Least all, so far consumer behavior as sequential process many stages, which explained underdevelopment approaches measuring factors. Conclusions. main difference between absence or presence common inputs several divided in certain proportion stages (subsystems). This factor significantly affects type optimization its solution. gives rise need solve an problem distribution resources subsystems.

Язык: Английский

A network Data Envelopment Analysis to estimate nations’ efficiency in the fight against SARS-CoV-2 DOI Open Access
Miguel Alves Pereira, Duarte Dinis, Diogo Cunha Ferreira

и другие.

Expert Systems with Applications, Год журнала: 2022, Номер 210, С. 118362 - 118362

Опубликована: Авг. 6, 2022

Язык: Английский

Процитировано

38

Efficiency Measurement Using Data Envelopment Analysis (DEA) in Public Healthcare: Research Trends from 2017 to 2022 DOI Open Access
Sungwook Jung, Jiyoon Son, Changhee Kim

и другие.

Processes, Год журнала: 2023, Номер 11(3), С. 811 - 811

Опубликована: Март 8, 2023

With the shifting healthcare environment, importance of public systems is being emphasized, and efficiency has become a critical research agenda. We reviewed recent on using DEA, which one leading methods for analysis. Through systematic review, we investigated trends in terms purposes, specific DEA techniques, input/output factors used models, etc. Based review results, future directions are suggested. The results this paper provide valuable information guidelines systems.

Язык: Английский

Процитировано

21

Health Efficiency Measurement of OECD Countries Against the COVID-19 Pandemic by Using DEA and MCDM Methods DOI
Fuad SELAMZADE, Yusuf Ersoy, Yahya Özdemir

и другие.

Arabian Journal for Science and Engineering, Год журнала: 2023, Номер 48(11), С. 15695 - 15712

Опубликована: Авг. 17, 2023

Язык: Английский

Процитировано

14

Multi-criteria decision-aiding for public hospitals: The role of interactions among pairs of access and quality criteria DOI Creative Commons

Beatriz Cagigal Gregório,

Miguel Alves Pereira, Ana Sara Costa

и другие.

Omega, Год журнала: 2024, Номер 126, С. 103046 - 103046

Опубликована: Фев. 9, 2024

More robust and resilient health systems must safeguard populations economies in search of a more sustainable future. Their complexity, alongside the crises they have been facing, postulates need for appropriate performance assessment mechanisms to improve access quality their services. Given existence multiple criteria regarding these dimensions, this work proposes collaborative multi-criteria decision-aiding framework categorise public hospitals terms services according five-star rating. Besides, although literature is keen on assuming independence, fact that there are several potential benefits considering interactions between criteria. However, not an unmitigated, nor consensual, understanding concept yet, applications sector. Therefore, our adopts extension Electre Tri-nC method incorporate In end, from sample 26 Portugal 2018 2021, results show majority assigned "Poor" ("Two stars") "Average" ("Three categories over considered 4-year period - something increased time. Ultimately, dependence reveals realistic comparison independence assumption. Furthermore, number doctors nurses found influence attributed each hospital. robustness analyses prove framework's credibility.

Язык: Английский

Процитировано

5

Measuring efficiency of the global fight against the COVID-19 pandemic DOI Creative Commons
Jih-Shong Wu

Digital Health, Год журнала: 2023, Номер 9

Опубликована: Янв. 1, 2023

Objectives The ongoing COVID-19 pandemic has led to an unprecedented loss of life and a severe economic downturn across the globe. Countries have adopted various social distancing vaccination policies reduce spread disease lessen impact on healthcare systems. world should work together confront disaster challenge COVID-19. Methods This study uses stochastic frontier analysis measure efficiency influencing factors global response epidemics provide follow-up strategies reference guidelines. Results results this show that (1) average is not good, with significant space for improvement up 60%; (2) adequate medical supplies equipment can mortality; (3) initial implementation wearing masks effectively infection rate; (4) as rates increase so most people basic immunity COVID-19, epidemic will gradually be reduced. Conclusions As becomes more aware disease, humans return normal interaction lifestyles. are expected future direction fight against public health policies.

Язык: Английский

Процитировано

10

The ‘Healthcare Access and Quality Index’ revisited: A fuzzy data envelopment analysis approach DOI Creative Commons
Miguel Alves Pereira, Ana S. Camanho

Expert Systems with Applications, Год журнала: 2023, Номер 245, С. 123057 - 123057

Опубликована: Дек. 30, 2023

Nowadays, health systems comprise a series of resources structured to provide healthcare services meet our needs. However, premature deaths still occur. To quantify and understand personal conditions affecting such amenable mortality, the Healthcare Access Quality Index (HAQI) was put forward, evaluating 195 countries territories since 1990. Nevertheless, literature acknowledges limitations this framework, as drawbacks using principal component analysis aggregate individual indicators, absence control for financing environmental conditions, presence substantial degree data uncertainty. Accordingly, we propose methodological alternative computation HAQI novel fuzzy Data Envelopment Analysis model handle aforementioned shortcomings. We also its extension towards quantification efficiency (E-HAQI) - in sense value money by incorporating financial aspects modelling inputs. This way, contribute with innovative approaches that can deal high Furthermore, second-stage analysis, impact key exogenous factors on access quality is assessed via non-parametric hypothesis testing. Our results show positive significant correlations both revisited E-HAQI original 2016 dataset. They reveal better use European Oceanian than Sub-Saharan African ones. Concerning contextual determinants, socio-demographic development, human type system were found be statistically drivers efficiency.

Язык: Английский

Процитировано

10

Healthcare system efficiency and drivers: Re-evaluation of OECD countries for COVID-19 DOI Creative Commons
Gökçe MANAVGAT, Martine Audibert

SSM - Health Systems, Год журнала: 2023, Номер 2, С. 100003 - 100003

Опубликована: Дек. 8, 2023

The Covid-19 pandemic has raised concerns about the resilience of health systems. aim this study is twofold: i) to measure and compare system efficiency OECD countries before during ii) determine healthcare drivers (e.g., socio-economic) performance. Using a dataset 31 for 2018 2020, we first estimate bias-adjusted scores, followed by double bootstrap truncated regression procedure associated with efficiency. We find that overall score decreased among compared Covid-19. Estonia Japan retained their full negative association between unemployment rate, share expenditure in GDP, population over 65. Conversely, high vaccination rates contribute positively period.

Язык: Английский

Процитировано

9

Evaluating China's primary healthcare services' efficiency and spatial correlation: a three-stage DEA-Malmquist model DOI Creative Commons
Rui Huang, Wan Li, Baoguo Shi

и другие.

Frontiers in Public Health, Год журнала: 2024, Номер 12

Опубликована: Июнь 19, 2024

Introduction Enhancing the efficiency of primary healthcare services is essential for a populous and developing nation like China. This study offers systematic analysis spatial distribution in It elucidates fundamental landscape regional variances efficiency, thereby furnishing scientific foundation enhancing service fostering coordinated development. Methods Employs three-stage DEA-Malmquist model to assess across 31 provincial units mainland China from 2012 2020. Additionally, it examines correlation using Moran Index. Results The generally suboptimal with noticeable declining trend, highlighting significant potential improvement both pure technical scale efficiency. There pronounced gap among provinces, yet positive evident. Regionally, ranks order East > Central West. Factors such as GDP per capita population density positively influence enhancements, while urbanization levels government health expenditures appear have detrimental impact. Discussion application Index not only expands methodological framework researching but also provides scientifically valuable insights other nations.

Язык: Английский

Процитировано

3

How efficient are specialized public health services in China? A data envelopment analysis and geographically weighted regression approach DOI Creative Commons

Qiuchan Bai,

Lieyu Huang, Yan Guo

и другие.

Frontiers in Public Health, Год журнала: 2025, Номер 13

Опубликована: Фев. 12, 2025

Background The Chinese public health system is grappling with escalating demands, which stemmed from the challenges of preventing chronic and infectious diseases, as well aging population. Meanwhile, in context restricted resources, how to efficiently utilize these resources becomes a paramount concern. Objective This study aimed evaluate technical efficiency specialized facilities, major providers services China, then discuss its temporal spatial distribution characteristics finally investigate influencing factors. Methods super slacks-based measure data envelopment model was constructed calculate facilities 31 provinces 2017 2019. Stepwise regression applied sort out significant independent variables. Then, geographically weighted used analyze spatially varying associations between Results On average, average technical, pure scale efficiencies were 0.6569, 0.7336 0.9206, respectively. Notably, subtle downward trend observed efficiency, declined 0.6889 0.6238 From decomposition, this reduction mainly caused by decreasing efficiency. Besides, substantial geographic variations observed, eastern region exhibiting greater levels Contrarily, western appeared perform better terms Based on regression, proportion expenditure had noticeable negative impact especially partial central coastal provinces. other side, ratio older population, sex Nitrogen Oxides emission volume positive impacts coefficient magnitude across different areas. Conclusion has not achieved optimal status, particularly Moreover, variation issue affecting sustainable balanced performance delivery China. heterogeneous macro-regional factors provide in-depth insights assisting local governments formulate more targeted effective interventions, thereby contributing reduce regional disparities.

Язык: Английский

Процитировано

0

A two-stage network data envelopment analysis approach for the performance evaluation of cricket players and teams: Unravelling the dynamics of utilization and on-ground excellence DOI
Saransh Tiwari, Sanjeet Singh

Expert Systems with Applications, Год журнала: 2025, Номер unknown, С. 128233 - 128233

Опубликована: Май 1, 2025

Язык: Английский

Процитировано

0