ReviewHealth care management science2003
Non-parametric and parametric applications measuring efficiency in health care.
Review in Health care management science, 2003. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 114 papers, 5 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
114 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Approach in inputs & outputs selection of Data Envelopment Analysis (DEA) efficiency measurement in hospitals: A systematic review.PloS one · 2024Pooled it
- Key Indicators Affecting Hospital Efficiency: A Systematic Review.Frontiers in public health · 2022Pooled it
- Primary care efficiency measurement using data envelopment analysis: a systematic review.Journal of medical systems · 2015Pooled it
- Frontier-based techniques in measuring hospital efficiency in Iran: a systematic review and meta-regression analysis.BMC health services research · 2013Pooled it
- A systematic review of health care efficiency measures.Health services research · 2009Pooled it
- Temporal Patterns in Hospital Performance Indicators in the Chilean Public Hospital System: A Longitudinal Analysis Using Dimensionless Coefficients.Healthcare (Basel, Switzerland) · 2026Article
- Availability of adolescent mental, sexual and reproductive health services (ASRH) and technical efficiency of ASRH service delivery in Niger.BMC health services research · 2026Article
- How do economic capital, digital technology, and spatial structure drive health performance in the digital age? -An fsQCA study on provincial-level health resource utilization efficiency in China based on the TOE framework.BMC health services research · 2026Article
- Association between rheumatology patients' beliefs about medicines and treatment adherence.Revista da Escola de Enfermagem da U S P · 2026Article
- Benchmarking and efficiency assessment in intensive care units: a systematic review protocol.Critical care science · 2026Article
- Evaluating the Financial Factors Influencing Maternal, Newborn, and Child Health in Africa: Tobit Regression and Data Envelopment Analysis.JMIRx med · 2025Article
- The global, regional, and national disease burden of breast cancer attributable to behavioral risks from 1990 to 2021 and projections to 2035: a systematic analysis of the Global Burden of Disease Study 2021.Breast cancer (Tokyo, Japan) · 2025Article
- Health facility capacity and technical efficiency in the provision of adolescent sexual and reproductive health services in Niger.BMC public health · 2025Article
- Evaluating the Efficiency and Productivity of Opioid Substitution Treatment Units in Greece: A DEA-Malmquist Analysis.Healthcare (Basel, Switzerland) · 2025Article
- Measuring productivity in the healthcare sector: a bibliometric and content analysis.Health economics review · 2025Article
- Impact of pilot public hospital reform on efficiencies: a DEA analysis of county hospitals in East China, 2009-2015.Health economics review · 2025Article
- The Impact of Autonomy Reform on the Efficiency of Public Hospitals in China: A DEA-ITSA Combination Analysis.Risk management and healthcare policy · 2025Article
- Evaluation of Nosocomial Infection Management Efficiency Based on the Data Envelopment Analysis Model.Risk management and healthcare policy · 2025Article
- Resource allocation efficiency in 68 county-level traditional Chinese medicine hospitals in China: a data envelopment analysis.BMJ open · 2024Article
- Longitudinal bi-criteria framework for assessing national healthcare responses to pandemic outbreaks.Scientific reports · 2024Article
54 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This paper reviews 188 published papers on frontier efficiency measurement. The techniques used are mainly based on non-parametric data envelopment analysis, but there is increasing use of parametric techniques, such as stochastic frontier analysis. Applications both to hospitals and wider health care areas are reviewed and summarised, and some meta-type analysis undertaken. Results appear to confirm earlier findings that public provision demonstrates less variability than private. The paper is meant as a resource in itself, but also points to the future in terms of possible directions for research in efficiency measurement in health care and health.
Indexed as
Identifiers
14686627What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.