ArticleSocial science & medicine (1982)2021
Macro-level efficiency of health expenditure: Estimates for 15 major economies.
Article in Social science & medicine (1982), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 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
13 citing papers in PubMed.
- A study on the efficiency and spatial correlation of health resource allocation in Chinese hospitals.PloS one · 2026Article
- Deriving monetary value of quality-adjusted life years through life extension from the value of a statistical life.Scientific reports · 2025Article
- Exploration of research hotspots and evolutionary trends in osteosarcoma pulmonary metastasis: A comprehensive bibliometric analysis spanning five decades.Journal of orthopaedics · 2025Article
- Assessing the performance of Portuguese public hospitals before and during COVID-19 outbreak, with optimistic and pessimistic benchmarking approaches.Health care management science · 2025Article
- Investigating the efficiency of medical and health resources and its influencing factors in the Yangtze River Delta urban agglomerations: based on the undesirable super-efficiency SBM-Malmquist-Tobit model.Frontiers in public health · 2025Article
- Forecast of total health expenditure on China's ageing population: a system dynamics model.BMC health services research · 2024Article
- Global health 2050: the path to halving premature death by mid-century.Lancet (London, England) · 2024Review
- Reducing inequity through tackling social determinants of cardiovascular diseases in China.BMJ (Clinical research ed.) · 2024Article
- An assessment of economy- and transport-oriented health performance.Health economics review · 2024Article
- Analysis of the structure and trend prediction of China's total health expenditure.Frontiers in public health · 2024Article
- Long-term care insurance and the future of healthy aging in China.Nature aging · 2023Article
- Health systems efficiency in China and ASEAN, 2015-2020: a DEA-Tobit and SFA analysis application.BMJ open · 2023Article
- Nexus Between Economic Efficiency, Healthcare, and Environmental Expenditures: A Perspective of BRI Countries.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
5 authors.
Funding
Abstract
The coronavirus disease 2019 (COVID-19) pandemic highlights the importance of strong and resilient health systems. Yet how much a society should spend on healthcare is difficult to determine because additional health expenditures imply lower expenditures on other types of consumption. Furthermore, the welfare-maximizing ("efficient") aggregate amount and composition of health expenditures depend on efficiency concepts at three levels that often get blurred in the debate. While the understanding of efficiency is good at the micro- and meso-levels-that is, relating to minimal spending for a given bundle of treatments and to the optimal mix of different treatments, respectively-this understanding rarely links to the efficiency of aggregate health expenditure at the macroeconomic level. While micro- and meso-efficiency are necessary for macro-efficiency, they are not sufficient. We propose a novel framework of a macro-efficiency score to assess welfare-maximizing aggregate health expenditure. This allows us to assess the extent to which selected major economies underspend or overspend on health relative to their gross domestic products per capita. We find that all economies under consideration underspend on healthcare with the exception of the United States. Underspending is particularly severe in China, India, and the Russian Federation. Our study emphasizes that the major and urgent issue in many countries is underspending on health at the macroeconomic level, rather than containing costs at the microeconomic level.
Indexed as
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.