ArticleCost effectiveness and resource allocation : C/E2012
From efficacy to equity: Literature review of decision criteria for resource allocation and healthcare decisionmaking.
Article in Cost effectiveness and resource allocation : C/E, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 96 papers, 7 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
96 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Building resource constraints and feasibility considerations in mathematical models for infectious disease: A systematic literature review.Epidemics · 2021Pooled it
- Potential Criteria for Frameworks to Support the Evaluation of Innovative Medicines in Upper Middle-Income Countries-A Systematic Literature Review on Value Frameworks and Multi-Criteria Decision Analyses.Frontiers in pharmacology · 2020Pooled it
- Revealed and Stated Preferences of Decision Makers for Priority Setting in Health Technology Assessment: A Systematic Review.PharmacoEconomics · 2018Pooled it
- Application of multicriteria decision analysis in health care: a systematic review and bibliometric analysis.Health expectations : an international journal of public participation in health care and health policy · 2015Pooled it
- Balancing costs and benefits at different stages of medical innovation: a systematic review of Multi-criteria decision analysis (MCDA).BMC health services research · 2015Pooled it
- 'Real-world' health care priority setting using explicit decision criteria: a systematic review of the literature.BMC health services research · 2015Pooled it
- HOSPITAL MANAGERS' NEED FOR INFORMATION ON HEALTH TECHNOLOGY INVESTMENTS.International journal of technology assessment in health care · 2015Pooled it
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- Trial
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- China's new quality productive forces in healthcare: spatial disparities, dynamic evolution, and convergence.BMC health services research · 2026Article
- The RELIANT checklist: a novel approach to revealing implicit factors in HTA deliberations.Health policy OPEN · 2026Article
- Low Detection Rate of Possible Anesthesia-Related Complications After Pediatric Inguinal Hernia Repair Challenges Current Postoperative Monitoring Protocols.Journal of clinical medicine · 2026Article
- How to Fix a Broken Health Care System: Pathways to Maximize Health and Well-being for All.Diabetes care · 2026Review
- Setting priorities for healthcare interventions in Indonesia: a comprehensive conceptual framework.International journal for equity in health · 2025Review
- Implementation of an Alzheimer's Disease Blood Test: Adoption Experience by Memory Care Specialists in a Multi-Center Study.Journal of personalized medicine · 2025Article
- Equity in the distribution of health resources and services in the West Bank, Palestine: a focus on hospitals and primary healthcare centers.International journal for equity in health · 2025Article
- An integrated framework to guide evidence-informed public health policymaking.Journal of public health policy · 2025Review
- Article
- Facilitators and barriers to interprofessional collaboration among health professionals in primary healthcare centers in Qatar: a qualitative exploration using the "Gears" model.BMC primary care · 2024Article
36 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
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
unlabelled
objectivesResource allocation is a challenging issue faced by health policy decisionmakers requiring careful consideration of many factors. Objectives of this study were to identify decision criteria and their frequency reported in the literature on healthcare decisionmaking.
methodAn extensive literature search was performed in Medline and EMBASE to identify articles reporting healthcare decision criteria. Studies conducted with decisionmakers (e.g., focus groups, surveys, interviews), conceptual and review articles and articles describing multicriteria tools were included. Criteria were extracted, organized using a classification system derived from the EVIDEM framework and applying multicriteria decision analysis (MCDA) principles, and the frequency of their occurrence was measured.
resultsOut of 3146 records identified, 2790 were excluded. Out of 356 articles assessed for eligibility, 40 studies included. Criteria were identified from studies performed in several regions of the world involving decisionmakers at micro, meso and macro levels of decision and from studies reporting on multicriteria tools. Large variations in terminology used to define criteria were observed and 360 different terms were identified. These were assigned to 58 criteria which were classified in 9 different categories including: health outcomes; types of benefit; disease impact; therapeutic context; economic impact; quality of evidence; implementation complexity; priority, fairness and ethics; and overall context. The most frequently mentioned criteria were: equity/fairness (32 times), efficacy/effectiveness (29), stakeholder interests and pressures (28), cost-effectiveness (23), strength of evidence (20), safety (19), mission and mandate of health system (19), organizational requirements and capacity (17), patient-reported outcomes (17) and need (16).
conclusionThis study highlights the importance of considering both normative and feasibility criteria for fair allocation of resources and optimized decisionmaking for coverage and use of healthcare interventions. This analysis provides a foundation to develop a questionnaire for an international survey of decisionmakers on criteria and their relative importance. The ultimate objective is to develop sound multicriteria approaches to enlighten healthcare decisionmaking and priority-setting.
Identifiers
What 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.