ArticleFrontiers in public health2022
Lessons for Developing Countries From Outlier Country Health Systems.
Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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
11 citing papers in PubMed, 22 citations in OpenAlex.
- Questions regarding medication-related issues raised by legislators in the Indian parliament, 2017-2024.BMC public health · 2025Article
- The global burden of adverse effects of medical treatment: a 30-year socio-demographic and geographic analysis using GBD 2021 data.Frontiers in big data · 2025Review
- Experience of health care utilization for inpatient and outpatient services among older adults in India.Public health in practice (Oxford, England) · 2024Article
- Global trends and partial forecast of adverse effects of medical treatment from 1990 to 2019: an epidemiological analysis based on the global burden of disease study 2019.BMC public health · 2024Article
- Estimating funds required for UHC within Indian States.The Lancet regional health. Southeast Asia · 2023Article
- HOSPITAL VOLUME, POSTOPERATIVE MORTALITY, AND COSTS AFTER GASTRECTOMY FOR GASTRIC CANCER IN COLOMBIA: IS THERE ANY ASSOCIATION?Arquivos brasileiros de cirurgia digestiva : ABCD = Brazilian archives of digestive surgery · 2023Article
- Quantitative revenue estimates and qualitative assessments of innovative fundraising sources for treating rare diseases in Colombia.Journal of market access & health policy · 2023Article
- Evolution of community health workers: the fourth stage.Frontiers in public health · 2023Article
- A country-wide health policy in Chile for deaf adults using cochlear implants: Analysis of health determinants and social impacts.PloS one · 2023Article
- Political motivation as a key driver for universal health coverage.Frontiers in public health · 2022Review
- A theory of change roadmap for universal health coverage in India.Frontiers in public health · 2022Article
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
Building good health systems is an important objective for policy makers in any country. Developing countries which are just starting out on their journeys need to do this by using their limited resources in the best way possible. The total health expenditure of a country exerts a significant influence on its health outcomes but, given the well-understood failures of price-based market-mechanisms, countries that spend the most money do not necessarily end-up building the best health systems. To help developing country policy makers gain a deeper insight into what factors matter, in this study the contribution of per-capita total, out-of-pocket, and pooled health expenditures, to the cross-country variation in Disability Adjusted Life Years lost per 100,000 population (
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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.