ArticleBMJ open2017
Technical and scale efficiency in the delivery of child health services in Zambia: results from data envelopment analysis.
Article in BMJ open, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 2 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
16 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- The state and significant drivers of health systems efficiency in Africa: A systematic review and meta-analysis.Journal of global health · 2023Pooled it
- Analysing the Efficiency of Health Systems: A Systematic Review of the Literature.Applied health economics and health policy · 2023Pooled it
- A qualitative study of stakeholders' perceptions towards the implementation of the National Health Insurance Scheme in Zambia: equity and financial sustainability in question.Health policy and planning · 2026Article
- Technical and scale efficiency in health service production in Kenya: subnational analysis of 47 county governments.Archives of public health = Archives belges de sante publique · 2026Article
- Level and determinants of district primary healthcare system technical efficiency in Ghana: two-stage stochastic frontier analysis.BMJ global health · 2026Article
- How efficient are specialized public health services in China? A data envelopment analysis and geographically weighted regression approach.Frontiers in public health · 2025Article
- Article
- Technical efficiency analysis of advanced medical centers in Burkina Faso.BMC health services research · 2024Article
- Article
- Article
- Level and determinants of county health system technical efficiency in Kenya: two stage data envelopment analysis.Cost effectiveness and resource allocation : C/E · 2021Article
- Assessing the efficiency of countries in making progress towards universal health coverage: a data envelopment analysis of 172 countries.BMJ global health · 2020Article
- Understanding efficiency and the effect of pay-for-performance across health facilities in Tanzania.BMJ global health · 2020Article
- Technical Efficiency of Maternal Health Services Provision in Public Hospitals of Northwest Ethiopia: A Two-Stage Data Envelopment Analysis.Risk management and healthcare policy · 2020Article
- Technical and scale efficiency of provincial health systems in China: a bootstrapping data envelopment analysis.BMJ open · 2019Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveDespite tremendous efforts to scale up key maternal and child health interventions in Zambia, progress has not been uniform across the country. This raises fundamental health system performance questions that require further investigation. Our study investigates technical and scale efficiency (SE) in the delivery of maternal and child health services in the country.
settingThe study focused on all 72 health districts of Zambia.
methodsWe compiled a district-level database comprising health outcomes (measured by the probability of survival to 5 years of age), health outputs (measured by coverage of key health interventions) and a set of health system inputs, namely, financial resources and human resources for health, for the year 2010. We used data envelopment analysis to assess the performance of subnational units across Zambia with respect to technical and SE, controlling for environmental factors that are beyond the control of health system decision makers.
resultsNationally, average technical efficiency with respect to improving child survival was 61.5% (95% CI 58.2% to 64.8%), which suggests that there is a huge inefficiency in resource use in the country and the potential to expand services without injecting additional resources into the system. Districts that were more urbanised and had a higher proportion of educated women were more technically efficient. Improved cooking methods and donor funding had no significant effect on efficiency.
conclusionsWith the pressing need to accelerate progress in population health, decision makers must seek efficient ways to deliver services to achieve universal health coverage. Understanding the factors that drive performance and seeking ways to enhance efficiency offer a practical pathway through which low-income countries could improve population health without necessarily seeking additional resources.
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.