ReviewBMJ global health2019
Generating statistics from health facility data: the state of routine health information systems in Eastern and Southern Africa.
Review in BMJ global health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 76 papers, 1 of them a synthesis 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
76 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Using routine health information data for research in low- and middle-income countries: a systematic review.BMC health services research · 2020Pooled it
- Assessing the feasibility of implementing the national childhood pneumonia management program within existing health systems: a mixed-methods study.BMC health services research · 2025Trial
- Completeness of Paper-Based Clinical Records as a Dimension of Clinical Record Quality in Selected Public Hospitals in Mpumalanga and Eastern Cape Provinces, South Africa.Medical sciences (Basel, Switzerland) · 2026Article
- Partial pictures: what routine health data can and cannot tell us about the quality of maternal and neonatal health services in Tanzania.Health policy and planning · 2026Article
- Comparing routine health information quality and associated factors among health facilities in the eastern zone of Tigray, Ethiopia, 2019/20: a cross-sectional study.BMC medical informatics and decision making · 2026Article
- Utilization of routine health information system and its determinants among healthcare professionals in public health facilities of Banadir region, Somalia: A cross-sectional study.BMC health services research · 2026Article
- Evaluating the Effectiveness of Health Information Management Systems in Facilitating Quality Healthcare Service: A Cross-Sectional Study.Health science reports · 2026Article
- Article
- Assessing the impact of a facility-based digital intervention on district-level data quality in rural Burkina Faso.BMJ global health · 2026Article
- Electronic medical record-generated data use for decision-making and associated factors among healthcare managers in Somali public health facilities: a multicenter cross-sectional study.Frontiers in digital health · 2026Article
- Enabling data-driven decision-making for innovative health care and delivery in Africa.npj health systems · 2025Review
- Availability and the quality of key newborn data within routine health facility data: findings of the IMPULSE observational study in the Central African Republic, Ethiopia, Tanzania, and Uganda.Journal of global health · 2025Observational
- Assessing induced abortion underreporting in restrictive settings using prospective morbidity surveys from Kenya, Liberia, and Sierra Leone.Scientific reports · 2025Article
- Evaluating the coverage of sexually transmitted infection prevention and control services in eight districts in Central Uganda: lot quality assurance sampling survey.BMC infectious diseases · 2025Article
- Study on external consistency of health management information system data at district level across India.Journal of family medicine and primary care · 2025Article
- A scoping review of the methods used to estimate health facility catchment populations for child health indicators in sub-Saharan Africa.Population health metrics · 2025Article
- Neonatal indicator data in Tanzania District Health Information System: evaluation of availability and quality of selected newborn indicators, 2015-2022.BMC pediatrics · 2025Article
- Concordance of coverage estimates from routine and survey data of measles second dose vaccine in Western Kenya.Frontiers in epidemiology · 2025Article
- Stakeholders' perspective on inclusion of key populations unique identifier codes in routine health information management system in South Africa.Southern African journal of HIV medicine · 2025Article
- Coaching visits and supportive supervision for primary care facilities to improve malaria service data quality in Ghana: An intervention case study.PLOS global public health · 2025Article
16 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
15 authors.
Funding
Abstract
Health facility data are a critical source of local and continuous health statistics. Countries have introduced web-based information systems that facilitate data management, analysis, use and visualisation of health facility data. Working with teams of Ministry of Health and country public health institutions analysts from 14 countries in Eastern and Southern Africa, we explored data quality using national-level and subnational-level (mostly district) data for the period 2013-2017. The focus was on endline analysis where reported health facility and other data are compiled, assessed and adjusted for data quality, primarily to inform planning and assessments of progress and performance. The analyses showed that although completeness of reporting was generally high, there were persistent data quality issues that were common across the 14 countries, especially at the subnational level. These included the presence of extreme outliers, lack of consistency of the reported data over time and between indicators (such as vaccination and antenatal care), and challenges related to projected target populations, which are used as denominators in the computation of coverage statistics. Continuous efforts to improve recording and reporting of events by health facilities, systematic examination and reporting of data quality issues, feedback and communication mechanisms between programme managers, care providers and data officers, and transparent corrections and adjustments will be critical to improve the quality of health statistics generated from health facility data.
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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.