ArticleCost effectiveness and resource allocation : C/E2017
Efficiency and productivity assessment of public hospitals in Greece during the crisis period 2009-2012.
Article in Cost effectiveness and resource allocation : C/E, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 3 of them syntheses that pooled it.
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Who cites it
25 citing papers in PubMed, 3 syntheses or guidelines pooled it, 59 citations in OpenAlex.
- Approach in inputs & outputs selection of Data Envelopment Analysis (DEA) efficiency measurement in hospitals: A systematic review.PloS one · 2024Pooled it
- Hospitals during economic crisis: a systematic review based on resilience system capacities framework.BMC health services research · 2022Pooled it
- Integrated Analysis of Healthcare Efficiency: A Systematic Review.Journal of medical systems · 2017Pooled it
- Evaluating the Efficiency and Productivity of Opioid Substitution Treatment Units in Greece: A DEA-Malmquist Analysis.Healthcare (Basel, Switzerland) · 2025Article
- Evaluating hospital performance with additive DEA and MPI: the Isfahan University of Medical Science case study.BMC health services research · 2025Article
- Efficiency and equity of resource allocation in healthcare services using DEA and concentration indices: evidence from the traditional medicine hospital in Gansu Province, China.Frontiers in public health · 2025Article
- Hospital performance evaluation models: A scoping review.Journal of education and health promotion · 2025Review
- Hospital performance evaluation indicators: a scoping review.BMC health services research · 2024Article
- Analyzing the effect of health reforms on the efficiency of Ecuadorian public hospitals.International journal of health economics and management · 2023Article
- The influence of SYRIZA-ANEL Greek health policies on hospital efficiency.Health research policy and systems · 2023Article
- Healthcare reform and productivity of Hospital: a DEA-based analysis from South West of Iran.Cost effectiveness and resource allocation : C/E · 2023Article
- Measuring the efficiency of public hospitals: A multistage data envelopment analysis in Fujian Province, China.Frontiers in public health · 2023Article
- Efficiency and Productivity Differences in Healthcare Systems: The Case of the European Union.International journal of environmental research and public health · 2022Article
- Assessing the Efficiency and Productivity of the Hospital Clinics on the Island of Rhodes during the COVID-19 Pandemic.International journal of environmental research and public health · 2022Article
- The contribution of resident physicians to hospital productivity.The European journal of health economics : HEPAC : health economics in prevention and care · 2022Article
- Evaluation of the Efficiency in Public Health Centers in Greece Regarding the Human Resources Occupied: A Bootstrap Data Envelopment Analysis Application.International journal of environmental research and public health · 2022Article
- Total productivity change of Health Centers in Greece in 2016-2018: a Malmquist index data envelopment analysis application for the primary health system of Greece.Cost effectiveness and resource allocation : C/E · 2021Article
- Observational
- Multilevel Analysis of the Relationship between Ownership Structure and Technical Efficiency Frontier in the Spanish National Health System Hospitals.International journal of environmental research and public health · 2020Article
- Measuring productivity of healthcare services under environmental constraints: evidence from China.BMC health services research · 2020Article
Corrections and comments
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Authors and funding
6 authors at 4 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThis study is an initial effort to examine the dynamics of efficiency and productivity in Greek public hospitals during the first phase of the crisis 2009-2012. Data were collected by the Ministry of Health after several quality controls ensuring comparability and validity of hospital inputs and outputs. Productivity is estimated using the Malmquist Indicator, decomposing the estimated values into efficiency and technological change.
methodsHospital efficiency and productivity growth are calculated by bootstrapping the non-parametric Malmquist analysis. The advantage of this method is the estimation efficiency and productivity through the corresponding confidence intervals. Additionally, a Random-effects Tobit model is explored to investigate the impact of contextual factors on the magnitude of efficiency.
resultsFindings reveal substantial variations in hospital productivity over the period from 2009 to 2012. The economic crisis of 2009 had a negative impact in productivity. The average Malmquist Productivity Indicator (MPI) score is 0.72 with unity signifying stable production. Approximately 91% of the hospitals score lower than unity. Substantial increase is observed between 2010 and 2011, as indicated by the average MPI score which fluctuates to 1.52. Moreover, technology change scored more than unity in more than 75% of hospitals. The last period (2011-2012) has shown stabilization in the expansionary process of productivity. The main factors contributing to overall productivity gains are increases in occupancy rates, type and size of the hospital.
conclusionsThis paper attempts to offer insights in efficiency and productivity growth for public hospitals in Greece. The results suggest that the average hospital experienced substantial productivity growth between 2009 and 2012 as indicated by variations in MPI. Almost all of the productivity increase was due to technology change which could be explained by the concurrent managerial and financing healthcare reforms. Hospitals operating under decreasing returns to scale could achieve higher efficiency rates by reducing their capacity. However, certain social objectives should also be considered. Emphasis perhaps should be placed in utilizing and advancing managerial and organizational reforms, so that the benefits of technological improvements will have a continuing positive impact in the future.
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