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2
The paper “Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities” examines how artificial intelligence (AI) can improve public health systems across Af
...
rica, particularly in low-resource settings. It explores how machine learning and other AI techniques are being used for disease detection, outbreak prediction, real-time surveillance, and health resource management.
The authors focus on major public health challenges such as HIV, cholera, Ebola, measles, tuberculosis, malaria, COVID-19, and mental health. Through numerous case studies, the paper shows that AI can enhance the accuracy and speed of disease detection, predict outbreaks more effectively than traditional methods, support vaccination strategies, and optimize healthcare resource allocation. At the same time, it discusses important barriers to implementation, including limited data quality, infrastructure constraints, ethical concerns, and shortages of technical expertise.
Overall, the paper highlights AI’s strong potential to strengthen disease surveillance and health outcomes in Africa while emphasizing the need for careful integration, improved data systems, and supportive policy frameworks.
more
Artificial intelligence for tuberculosis control: a scoping review of applications in public health
Menon, S.; and K. Ghislein Kuro
(2025)
J Glob Health. 2025;15:04192. This scoping review highlights the potential of AI-driven predictions in national TB programmes to enhance diagnostics, track trends, and strengthen public health surve
...
illance. While promising for reducing transmission and support-
ing TB care in low-resource settings, these models require large-scale validation to ensure real-world applicability, especially for high-risk groups
more
This edition provides detailed guidance on essential components such as infrastructure, human resources, equipment, logistics, governance, and monitoring and evaluation (M&E). These elements are crucial for the successful establishment and sustainable operation of NPHIs, which are envisioned as Cent
...
res of Excellence for public health in Africa.
more
Recognizing this need and the role of NPHIs in ensuring health security across the continent, the Africa CDC has prioritized the strengthening of NPHIs as a critical pillar of both the New Public Health
...
Order and the Africa CDC Strategic Plan 2023-2027. To aid the realization of this goal, the Africa CDC has developed a Plan for the Development of National Public Health Institutes in Africa 2025-2027. The goal is to ensure that NPHIs are not only present in every Member State but are also empowered with the necessary legal frameworks, resources and expertise to effectively lead Africa’s health security efforts.
more
This document compiles best practices in emergency supply chain preparedness so that countries
can respond rapidly and effectively to epidemic and pandemic threats. Such a response requires a well-functioning supply chain
Climate change (CC) impacts on health outcomes, both direct and indirect, are sufficient to jeopardize achieving the World Bank Group’s visions and agendas in poverty reduction, population resilience, and
...
health, nutrition and population (HNP). In the last 5 years, the number of voices calling for stronger international action on climate change and health has increased, as have the scale and depth of activities. But current global efforts in climate and health are inadequately integrated. As a result, actions to address climate change, including World Bank Group (WBG) investment and lending, are missing opportunities to simultaneously promote better health outcomes and more resilient populations and health sectors. Accordingly, with the financial support of the Nordic Development Fund (NDF), the World Bank Group set out to develop an approach and a 4-year action plan, outlined in this paper, to integrate health-related climate considerations into selected WBG sector plans and investments.
more
A case study of the role of an Essential Health Benefit in the delivery of integrated health services in Zambia
Luwabelwa, M.; Banda, P; Palale M.; Chama-Chiliba, C.
Regional Network for Equity in Health in east and southern Africa (EQUINET)
(2017)
C1
Regional Network for Equity in Health in east and southern Africa (EQUINET): Disussion Paper 111
The health services delivery system in Zambia is pyramid in structure, with primary healthcare ( ... PHC) services at community level, at the base, followed by first and second level hospitals at district and provincial levels, respectively, and third level (tertiary) services at national level. Notably, primary health services are free in Zambia and health service providers are either governmentowned or not-for-profit facilities.
Over the years, resource constraints have affected the quality and extent of healthcare services at all levels, requiring the mobilisation of additional resources for the sector. In doing so, prioritisation was high on the agenda of health sector reform. The EHB, therefore, prioritises interventions with the highest impact on the population, enabling policy makers to revisit priority diseases and conditions and to cost the services provided at each level of facility. Other key issues in developing the EHB in Zambia have included the need to have cost-effective services and cost per capita of services for more systematic budgeting, to rank interventions and to validate and cost the health benefit package as a whole. more
The health services delivery system in Zambia is pyramid in structure, with primary healthcare ( ... PHC) services at community level, at the base, followed by first and second level hospitals at district and provincial levels, respectively, and third level (tertiary) services at national level. Notably, primary health services are free in Zambia and health service providers are either governmentowned or not-for-profit facilities.
Over the years, resource constraints have affected the quality and extent of healthcare services at all levels, requiring the mobilisation of additional resources for the sector. In doing so, prioritisation was high on the agenda of health sector reform. The EHB, therefore, prioritises interventions with the highest impact on the population, enabling policy makers to revisit priority diseases and conditions and to cost the services provided at each level of facility. Other key issues in developing the EHB in Zambia have included the need to have cost-effective services and cost per capita of services for more systematic budgeting, to rank interventions and to validate and cost the health benefit package as a whole. more
Climate change is damaging human health now and is projected to have a greater impact in the future. Low- and middle-income countries are seeing the worst effects as they are most vulnerable to climate shifts and least able to adapt given weak
...
health systems and poor infrastructure. Low-carbon approach can provide effective, cheaper care while at the same time being climate smart. Low-carbon healthcare can advance institutional strategies toward low-carbon development and health-strengthening imperatives and inspire other development institutions and investors working in this space. Low-carbon healthcare provides an approach for designing, building, operating, and investing in health systems and facilities that generate minimal amounts of greenhouse gases. It puts health systems on a climate-smart development path, aligning health development and delivery with global climate goals. This approach saves money by reducing energy and resource costs. It can improve the quality of care in a diversity of settings. By prompting ministries of health to tackle climate change mitigation and foster low-carbon healthcare, the development community can help governments strengthen local capacity and support better community health.
more
A case study of the Essential Health Care Package in Swaziland
Magagula, Samuel V.
Regional Network for Equity in Health in east and southern Africa (EQUINET)
(2017)
C1
Regional Network for Equity in Health in east and southern Africa (EQUINET): Disussion Paper 112
The Essential Health Benefit (EHB) is known as Essential ... Health Care Package (EHCP) in Swaziland. This desk review provides evidence on the experience of EHCPs in Swaziland and includes available policy documents and research reports. more
The Essential Health Benefit (EHB) is known as Essential ... Health Care Package (EHCP) in Swaziland. This desk review provides evidence on the experience of EHCPs in Swaziland and includes available policy documents and research reports. more
Policy Guidance Brief 2
• The potential health risks from climate change include: increase of waterborne and vector-borne diseases, heat-related illnesses, injuries and deaths, food insecurity and increased malnutrition. The poor, women, chil ... dren and the elderly, as well as communities living in remote high-risk areas are most vulnerable.
• The expected results to achieve this outcome are: (i) climate risk management system is well-established, robust and nationally integrated to respond efectively to increased intensity and impact of risks and hazards on people’s health and wellbeing; (ii) improved social protection, gender consideration and risk finance capacity to prepare for and recover from potential loss and damage resulting from climate change; (iii) Myanmar’s health system is improved and can deal with climate-induced health hazards and support climate-vulnerable communities to respond effectively to disaster and health hazards from climate change. more
• The potential health risks from climate change include: increase of waterborne and vector-borne diseases, heat-related illnesses, injuries and deaths, food insecurity and increased malnutrition. The poor, women, chil ... dren and the elderly, as well as communities living in remote high-risk areas are most vulnerable.
• The expected results to achieve this outcome are: (i) climate risk management system is well-established, robust and nationally integrated to respond efectively to increased intensity and impact of risks and hazards on people’s health and wellbeing; (ii) improved social protection, gender consideration and risk finance capacity to prepare for and recover from potential loss and damage resulting from climate change; (iii) Myanmar’s health system is improved and can deal with climate-induced health hazards and support climate-vulnerable communities to respond effectively to disaster and health hazards from climate change. more
Africa CDC Non Communicable Diseases, Injuries Prevention and Control and Mental Health Promotion Strategy
recommended
Non-communicable diseases (NCDs) & injuries and mental health conditions constitute a serious impediment to achieving the vision of Agenda 2063 to build an integrated, prosperous, and peaceful Africa driven by its own citizens. Each year, these cond
...
itions cause millions of premature deaths and disabled lives across Africa. These conditions also lead to annual economic loss of multiple billion US-Dollars. Their burden both in terms of disease morbidity/mortality and socio-economic impact is increasing.
more
A wide range of potential enablers and barriers were identified for influencing progress for the scale-up of severe wasting services within national health systems. Findings were categorised according to the six pillars of WHO’s
...
health system strengthening framework.
more
I examine the effectiveness of donors in targeting the highest burden of malaria in the Democratic Republic of Congo when health information structure is fragmented. I exploit local variations in the burden of malaria induced by mining activities as
...
well as financial and epidemiological data from health facilities to estimate how local aid is matching local health needs. Using a regression discontinuity design, I find significant but quantitatively small variations in aid to health facilities located within mining areas. Comparing local aid with the additional cost of treatment and prevention associated with the increased risk of malaria transmission, I find suggestive evidence that local populations with the highest burden of the disease receive a proportionately lower share of aid compared to neighbouring areas with reduced exposure to malaria infection. The evidence of disparities in the allocation of aid for malaria supports the view that donors may have inaccurate information about local population needs.
more
The guide aims to provide health and DRM practitioners, planners and policymakers across sectors with targeted information to help them strengthen national health systems and integrate the risks of
...
disease outbreaks in national DRR strategies
The following are some of the principles and approaches that have been based on lessons learned to date and may be considered to ensure effective all-hazards health EDRM, including prevention and preparedness for disease outbreaks, are addressed as part of the multihazard, multisectoral approach to developing or updating DRR strategies
more
This selected material from Hesperian's Community Guide to Environmental Health offers 48 pages of information on basic sanitation and hygiene, including instructions on building safe, affordable, environmentally-friendly sanitation systems, as well
...
as learning activities to help communities understand and prevent sanitation-related health problems. Also available in Spanish and French.
more
Part 3: Use Safe Burial Practices
