This report investigates the impact of potential misclassification of samples on HIV prevalence estimates for 23 surveys conducted from 2010-2014. In addition to visual inspection of laboratory results, we examined how accounting for potential misclassification of HIV status through Bayesian latent ...class models affected the prevalence estimates. Two types of Bayesian models were specified: a model that only uses the individual dichotomous test results and a continuous model that uses the quantitative information of the EIA (i.e., the signal-to-cutoff values). Overall, we found that adjusted prevalence estimates matched the surveys’ original results, with overlapping uncertainty intervals. This suggested that misclassification of HIV status should not affect the prevalence estimates in most surveys. However, our analyses suggested that two surveys may be problematic. The prevalence could have been overestimated in the Uganda AIDS Indicator Survey 2011 and the Zambia Demographic and Health Survey 2013-14, although the magnitude of overestimation remains difficult to ascertain. Interpreting results from the Uganda survey is difficult because of the lack of internal quality control and potential violation of the multivariate normality assumption of the continuous Bayesian latent class model. In conclusion, despite the limitations of our latent class models, our analyses suggest that prevalence estimates from most of the surveys reviewed are not affected by sample misclassification.
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The National Integrated Comprehensive Cholera Prevention and Control Plan (2017-2022) outlines Uganda's strategy to reduce cholera cases and mortality by 50% by 2022. The plan focuses on improving access to clean water, sanitation, and hygiene (WASH), strengthening disease surveillance, enhancing ca...se management, and implementing oral cholera vaccination (OCV) in high-risk areas. It emphasizes multi-sectoral collaboration, involving government agencies, NGOs, and local communities to ensure a sustainable response. Key interventions include community engagement, improved health services, and better outbreak preparedness, aiming for long-term cholera elimination in Uganda.
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Operational Guidelines for Planning and Implementation in District Hospitals
Version 3
Updates:
• Safe School reopening
• Special Events messages for sporting events and Africa Cup of Nations,
Elections and public gatherings and holidays
• Safe sex and condom use for Survivors
• Cemetery messages
The purpose of this guidance package is to provide government a...gencies, response committees and teams, media outlets, partners, and community leaders with accurate and consistent information to use for when communicating about Ebola in Liberia. All are encouraged to share this document widely as a guide for all communicating about Ebola
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We investigate whether and to what extent Chinese development finance affects infant mortality, combining 92 demographic and health surveys (DHS) for a maximum of 53 countries and almost 55,000 sub-national locations over the 2002-2014 period. We address causality by instrumenting aid with a set of ...interacted variables. Variation over
time results from indicators that measure the availability of funding in a given year. Cross-sectional variation results from a sub-national region’s “probability to receive aid.” Controlled for this probability in tandem with fixed effects for country-years and provinces, the interactions of these variables form powerful and excludable instruments. Our results show that Chinese aid increases infant mortality at sub-national scales, but decreases mortality at the countrylevel. In several tests, we show that this stark contrast likely results from aid being fungible within recipient countries.
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Africa’s health sector is facing an unprecedented financing crisis, driven by a sharp decline of 70% in Official Development Assistance (ODA) from 2021 to 2025 and deep-rooted structural vulnerabilities. This collapse is placing immense pressure on Africa’s already fragile health systems as ODA ...is seen as the backbone of critical health programs: pandemic preparedness, maternal and child health services, disease control programs are all at
risk, threatening Sustainable Development Goal 3 and Universal Health Coverage. Compounding this is Africa’s spiraling debt, with countries expected to service USD 81 billion by 2025—surpassing anticipated external financing inflows—further eroding fiscal space for health investments. Level of domestic resources is low. TThe Abuja Declaration of 2001, a pivotal commitment made by African Union (AU) member states, aimed to reverse this trend by pledging to allocate at least 15% of national budgets to the health sector. However, more than two decades later, only three countries—Rwanda, Botswana, and Cabo Verde—have
consistently met or exceeded this target (WHO, 2023). In contrast, over 30 AU member states remain well below the 10% benchmark, with some allocating as little as 5–7% of their national budgets to health.
In addition, only 16 (29%) of African countries currently have updated versions of National Health Development Plan (NHDP) supported by a National Health Financing Plan (NHFP). These two documents play a critical role in driving internal resource mobilisation. At the same time, public health emergencies are surging, rising 41%—from 152 in 2022 to
213 in 2024—exposing severe under-resourcing of health infrastructure and workforce. Recurring outbreaks (Mpox, Ebola, cholera, measles, Marburg…) alongside effects of climate change and humanitarian crises in Eastern DRC, the Sahel, and Sudan, are overwhelming systems stretched by chronic underfunding. The situation is worsened by Africa’s heavy dependency with over 90% of vaccines, medicines, and diagnostics being externally sourced—leaving countries vulnerable to global supply chain shocks. Health worker shortages persist, with only 2.3 professionals
per 1,000 people (below the WHO’s recommended 4.45), and fewer than 30% of systems are digitized, undermining disease surveillance and early warning. Without decisive action, Africa CDC projects the continent could reverse two decades of health progress, face 2 to 4 million additional preventable deaths annually, and a heightened risk of a pandemic emerging from within. Furthermore, 39 million more
Africans could be pushed into poverty by 2030 due to intertwined health and economic shocks. This is not just a sectoral crisis—it is an existential threat to Africa’s political, social, and economic resilience, and global stability. In response, African leaders, under Africa CDC’s stewardship, are advancing a comprehensive three-pillar strategy centered on domestic resource mobilization, innovative financing, and blended finance.
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This manual is designed to provide comprehensive malaria case management training for health workers at all levels, including clinical, nursing, dispensing, laboratory and records staff. The training covers the use of malaria rapid diagnostic tests (RDTs) and the treatment of severe malaria. The fiv...e-day training programme includes interactive modules supported by job aids. The ideal group size is 20–30 participants, supported by a team of three trainers. Trainers should thoroughly review the manual, including the 'Adult Learning Techniques' module, and follow the 'Facilitator's Guide', while participants should use the 'Simplified Participant's Guide'. The training includes pre- and post-tests to assess knowledge improvement. Continuing Medical Education (CME) is encouraged after the training, and resources are provided in the appendix.
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The '100 Health Messages for Children to Learn & Share' is an educational resource developed by Children for Health. It is aimed at children aged 8–14, particularly young adolescents (aged 10–14), who often care for younger siblings. The set contains 100 simple, accurate and adaptable health mes...sages, with 10 messages on each of the following topics: Malaria, diarrhoea, nutrition, coughs and colds, intestinal worms, water and sanitation, immunisation, HIV and AIDS, accidents and injuries, and early childhood development. The messages have been reviewed by medical and education experts and are designed for use by parents, teachers and health workers in schools, homes, clinics and clubs. The resource encourages active learning through memorisation, discussion, and creative activities, empowering children to become health educators in their communities.
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