SynthesisBMC health services research2021
A review of appropriate indicators for need-based financial resource allocation in health systems.
Synthesis in BMC health services research, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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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
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Who cites it
15 citing papers in PubMed.
- Cost-Effectiveness Analysis of Pharmaceutical-Grade Chondroitin Sulfate for Knee Osteoarthritis Based on Individual Patient Data from a Randomized Clinical Trial.Advances in therapy · 2025Trial
- Perceptions of healthcare professionals of the application of the National Program for Women and Child Health in Bacău County, Romania: a cross-sectional study.Medicine and pharmacy reports · 2026Article
- Assessing health system and service delivery capacity in responding to changing disease patterns in the Philippines: an analysis using national health information system longitudinal data.Human resources for health · 2026Article
- Exploring the equity of distribution of general medical services funding allocations in Wales: a time-series analysis.BJGP open · 2025Article
- An equity indicator for assessing mental healthcare access: a national population case study.Epidemiology and psychiatric sciences · 2024Article
- Improving equitable healthcare resource use: developing a neighbourhood district nurse needs index for staffing allocation.BMC health services research · 2024Article
- A qualitative evaluation of stakeholder perspectives on sustainable financing strategies for 'priority' adolescent sexual and reproductive health interventions in Ghana.BMC health services research · 2024Article
- Exploring the Economic Aspects of Hospitals: A Comprehensive Examination of Relevant Factors.Cureus · 2024Review
- Allocation of Financial Resources to Primary Healthcare: A Scoping Review Protocol.International journal of preventive medicine · 2024Article
- The effect of older population on public health spending: Evidence from Spain.Health care science · 2023Article
- Efficiency of malaria service delivery in selected district-level hospitals in Ghana.Health systems (Basingstoke, England) · 2023Article
- Geographical Pattern Evolution of Health Resources in China: Spatio-Temporal Dynamics and Spatial Mismatch.Tropical medicine and infectious disease · 2022Article
- Comparing risk adjustment estimation methods under data availability constraints.Health economics · 2022Article
- The role and impact of health economics in the optimization of patient care in osteoarthritis: insights from a practical example.Global & regional health technology assessmentArticle
- Implementing High-Quality Primary Care Through a Health Equity Lens.Annals of family medicineArticle
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundOptimal, need-based, and equitable allocation of financial resources is one of the most important concerns of health systems worldwide. Fulfilling this goal requires considering various criteria when allocating resources. The present study was conducted to identify the need indicators used to allocate health resources in different countries worldwide.
methodsA systematic review conducted on all published articles and reports on the need-based allocation of health financial resources in the English language from 1990 to 2020 in databases, including PubMed, Cochrane, and Scopus as well as those in Persian language databases, including magiran, SID, and Google and Google scholar search engines. After performing different stages of screening, appropriate studies were identified and their information were extracted independently by two people, which were then controlled by a third person. The extracted data were finally analyzed by content analysis method using MAXQDA 10 software.
resultThis search yielded 823 studies, of which 29 were included for the final review. The findings indicated that many need-based resource allocation formulas attempt to deal with health care needs using some weighting methods for individuals. In this regard, the most commonly used indicators were found as follows: age, gender, socio-economic status or deprivation, ethnicity, standardized mortality ratio (SMR), the modified health indicators (disease consequences, self-assessed health, and disability), geographical area / place of residence (geographical) (rural versus urban), cross-boundary flows, cost of services, and donations.
conclusionThe indicators used in allocating the health systems' financial resources in each country should be designed in order to be simple and transparent and in accordance with the moral norms of that society. Moreover, these should be a good representative of the health needs of people in different geographical areas of that country. In addition, their related data should be available to an acceptable extent.
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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.