SynthesisBMC health services research2020
Using routine health information data for research in low- and middle-income countries: a systematic review.
Synthesis in BMC health services research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 57 papers, 3 of them syntheses that pooled it.
What it found
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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
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
57 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Impact of neighbourhood and environmental factors on the risk of incident cardiovascular disease: a systematic review and meta-analysis.European journal of preventive cardiology · 2025Pooled it
- Assessing the quality of care for children attending health facilities: a systematic review of assessment tools.BMJ global health · 2021Pooled it
- Assessing trauma care systems in low-income and middle-income countries: a systematic review and evidence synthesis mapping the Three Delays framework to injury health system assessments.BMJ global health · 2021Pooled it
- Improving Trauma Data Quality in Rwanda: A Prospective Assessment of Registry Completeness and Accuracy.Journal of clinical medicine · 2026Article
- Article
- Evaluation of performance information management in primary health care, Malawi.BMC health services research · 2026Article
- Monitoring and evaluation of health disparities for people with disability in low- and middle-income countries: a scoping review.Epidemiologic reviews · 2026Article
- Article
- The Role of Information Technology in Strengthening Vital Statistics in Public Health Institutions in Sana'a, Yemen.Risk management and healthcare policy · 2026Article
- Integrative Monitoring of Hypertension Care Using Routinely Collected Clinical Data in Mexico's Emerging Federalised Public Health Care Provider.Health services insights · 2026Article
- Dental service utilization trends in rural and semiurban health centers of Isfahan, Iran (2016-2021): A retrospective descriptive study.Dental research journal · 2026Article
- Exploring the Various Sources of Mortality Estimation in Ghana: A Scoping Review of Data Sources, Challenges, and Opportunities.Healthcare (Basel, Switzerland) · 2025Review
- A reproducible R workflow to preserve variable and value labels in Stata, SPSS, and SAS datasets for transparent and reproducible health research.Malawi medical journal : the journal of Medical Association of Malawi · 2025Article
- Identifying malaria epidemic periods in Togo by health district and target group: a generalised additive model approach.BMC infectious diseases · 2025Article
- Rigorous validation of machine learning in laboratory medicine: guidance toward quality improvement.Critical reviews in clinical laboratory sciences · 2025Review
- Determining the cause of death through mortality surveillance using verbal autopsy in Karachi, Pakistan.Journal of global health · 2025Article
- How much missing data is too much to impute for longitudinal health indicators? A preliminary guideline for the choice of the extent of missing proportion to impute with multiple imputation by chained equations.Population health metrics · 2025Article
- Health facility and contextual correlates of HIV test positivity: a multilevel model of routine programmatic data from Malawi.BMJ public health · 2025Article
- The accuracy and consistency of public health data in Brazilian information systems: identification of gaps and challenges to be faced in a municipality in the Amazon region.Frontiers in public health · 2025Article
- Association between hypertension and dementia risk in low- and middle-income countries: A systematic review.JAR life · 2025Review
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
No grant is acknowledged in the PubMed record.
Abstract
backgroundRoutine health information systems (RHISs) support resource allocation and management decisions at all levels of the health system, as well as strategy development and policy-making in many low- and middle-income countries (LMICs). Although RHIS data represent a rich source of information, such data are currently underused for research purposes, largely due to concerns over data quality. Given that substantial investments have been made in strengthening RHISs in LMICs in recent years, and that there is a growing demand for more real-time data from researchers, this systematic review builds upon the existing literature to summarize the extent to which RHIS data have been used in peer-reviewed research publications.
methodsUsing terms 'routine health information system', 'health information system', or 'health management information system' and a list of LMICs, four electronic peer-review literature databases were searched from inception to February 202,019: PubMed, Scopus, EMBASE, and EconLit. Articles were assessed for inclusion based on pre-determined eligibility criteria and study characteristics were extracted from included articles using a piloted data extraction form.
resultsWe identified 132 studies that met our inclusion criteria, originating in 37 different countries. Overall, the majority of the studies identified were from Sub-Saharan Africa and were published within the last 5 years. Malaria and maternal health were the most commonly studied health conditions, although a number of other health conditions and health services were also explored.
conclusionsOur study identified an increasing use of RHIS data for research purposes, with many studies applying rigorous study designs and analytic methods to advance program evaluation, monitoring and assessing services, and epidemiological studies in LMICs. RHIS data represent an underused source of data and should be made more available and further embraced by the research community in LMIC health systems.
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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.