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The paper “Artificial Intelligence for Public Health Surveillance in Africa: Applications and Opportunities” examines how artificial intelligence (AI) can improve public health systems across Africa, 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
Women have less access to the development services and support – such as adequate healthcare, education and
modern technology – that make people more resilient to climate change and other shocks and stressors.2
Women’s unequal access to resources
...
, their disproportionate responsibility for care of dependents (typically unpaid),
and the insecurity and precariousness of their paid labour all contribute to the feminisation of poverty and women’s
heightened vulnerability to climate hazards. Climate change is a multiplier of existing vulnerabilities and threatens to
reverse hard-earned development gains for all people, and particularly for women.
more
Climate change presents the single biggest threat to human development, and its widespread impacts disproportionately burden the poorest and most vulnerable households in fragile and rural developing contexts – particularly women and children.
According to the Intergovernmental Panel on Climate C
...
hange’s (IPCC) latest report, ‘between 2010 and 2020, droughts, floods and storms killed 15 times as many people in highly vulnerable countries, particularly in Africa — which is responsible for less than 3 percent of global emissions – than in the wealthiest countries’.
Recognising environmental degradation and climate change are key accelerators of extreme child vulnerability, World Vision (WV) approved the Environmental Stewardship Management Policy (‘the Policy’) and Guidelines (‘the Guidelines’) in 2021.
To support the implementation of the Policy and Guidelines, WV has developed this Environmental Stewardship and Climate Action Handbook (‘the Handbook’) to help offices across the WV Partnership implement best practice environmental management strategies both in the field and in our operations and facilities.
Integrating environmental stewardship and climate action into all our work – whether that be in our Area Programmes, grant projects, responses to disasters or advocacy – is critical to achieving WV’s strategy.
As a Christian organisation we are compelled to follow the ways of Jesus Christ, calling us to care for the ‘least of these’ (Matthew 25:40) – the vulnerable children who are disproportionately impacted by climate change. Our response to the degradation of the environment is not motivated by political expediency or funding – but because we are called to steward God’s creation (Genesis 1:28).
more
In 2015, 5.9 million children under age five died (1). The major causes of child deaths globally are pneumonia, prematurity, intrapartum-related complications, neonatal sepsis, congenital anomalies, diarrhoea, injuries and malaria (2). Most of these diseases and conditions are at least partially cau
...
sed by the environment. It was estimated in 2012 that 26% of childhood deaths and 25% of the total disease burden in children under five could be prevented through the reduction of environmental risks such as air pollution, unsafe water, sanitation and inadequate hygiene or chemicals.
more
The strategic priorities of the CCS 2014–2018 are:
(1) Strengthening the health system.
(2) Enhancing the achievement of communicable disease control targets.
(3) Controlling the growth of the noncommunicable disease burden.
(4) Promoting health throughout the life course.
... (5) Strengthening capacity for emergency risk management and surveillance systems for various health threats. more
(1) Strengthening the health system.
(2) Enhancing the achievement of communicable disease control targets.
(3) Controlling the growth of the noncommunicable disease burden.
(4) Promoting health throughout the life course.
... (5) Strengthening capacity for emergency risk management and surveillance systems for various health threats. more
There has been a significant reduction in the number of displaced people - with 73,296 people currently hosted in 70 accommodation centres; down from 142,327 people the week before.
A total of 4,979 cholera cases were recorded in Beira, Dondo, Buzi and Nhamatanda and the death toll has reached eigh
...
t.
With UNICEF support, 814,293 people were vaccinated against cholera representing 99 per cent of the target population.
UNICEF continues supporting FIPAG (the water supply institution),
Government and operators to run water supply systems in affected areas providing drinking water to 771,856 people
more
The COVID-19 pandemic has provided a dramatic illustration of the extent to which the health of people, animals and the environment is interdependent, which is why “One Health” is now high on the political agenda. This document provides an overview of KfW Development Bank’s approach to promoti
...
ng human, animal and environmental health. Involvement in areas like agriculture, biodiversity, health and water is already contributing to the One Health objectives. Moving forward, it will also be important to give greater consideration to interdependencies between sectors and ensure that structural connections are taken into account in cross-sectoral programmes.
more
Healthy communities rely on well-functioning ecosystems. They provide clean air, fresh water, medicines and food security. They also limit disease and stabilize the climate. But biodiversity loss is happening at unprecedented rates, impacting human
...
health worldwide, according to a new state of knowledge review of the Convention on Biological Diversity (CBD) and WHO.
The report synthesizes the available information on the most important inter-linkages between biodiversity, ecosystem stability, and epidemic infectious diseases such as the Ebola virus; and the connection between biodiversity, nutritional diversity and health. It also covers the potential benefits of closer partnerships between conservation and health, from improved surveillance of infectious diseases in wildlife and human populations, to promoting access to green spaces to promote physical activity and mental health. It also highlights the many areas in which further research is needed.
The Joint report hopes to provide a useful reference for the Sustainable Development Goals and post-2015 development agenda, which represents an unique opportunity to promote integrated approaches to biodiversity and health by highlighting that biodiversity contributes to human well-being, and highlighting that biodiversity needs protection for development to be sustainable.
more
This report sets out the compelling case for repurposing harmful agricultural producer support to reverse this situation, by optimizing the use of scarce public resources, strengthening economic recovery from the COVID-19 pandemic, and ultimately dr
...
iving a food systems transformation that can support global sustainable development commitments.
more
The health and socioeconomic crisis triggered by the COVID-19 pandemic has hit the countries of Latin America hard and laid bare the profound inequities about which numerous international, regional and national reports have sounded warnings in recent decades. In this context, the historical politica
...
l and economic exclusion and marginalization of the more than 800 indigenous peoples in the region has been accentuated as a result of insufficient State responses to the crisis, which have not adequately considered the collective rights of these peoples and have had little cultural relevance.
This document provides an overview of the situation of indigenous peoples in the region in the face of the COVID-19 pandemic. It analyses both the State’s and indigenous peoples’ own responses to the crisis, as well as offering a set of recommendations to rectify the neglect of these peoples in the management of the pandemic, centring on their collective rights.
more
Schistosomiasis is widely recognized as a disease that is socially determined. An understanding of the social and behavioural factors linked to disease transmission and control should play a vital role in designing policies and strategies for schistosomiasis prevention and control. To this must be a
...
dded the awareness that schistosomiasis is also a disease of poverty. It still survives in poverty-stricken, remote areas where there is little or no safe water or sanitation, and health care is scarce or non-existent. For a variety of complex reasons, many of which are addressed in this book, the disease is particularly prevalent in sub-Saharan Africa, and persists in certain areas of rural China. This concern for human behaviour in an environment of poverty echoes the concerns of the new research priority for “diseases of poverty” identified by the Special Programme for Research & Training in Tropical Diseases.
more
The social context of schistosomiasis and its control: an introduction and annotated bibliography
Bruun, B.; Aagaard-Hansen, J.; Watts, S.
World Health Organization WHO; Institutional Repository for Information Sharing iris
(2008)
C_WHO
Schistosomiasis is widely recognized as a disease that is socially determined. An
understanding of the social and behavioural factors linked to disease transmission and
control should play a vital role in designing policies and strategies for schistosomiasis
prevention and control. To this must b
...
e added the awareness that schistosomiasis is
also a disease of poverty. It still survives in poverty-stricken, remote areas where there
is little or no safe water or sanitation, and health care is scarce or non-existent. For
a variety of complex reasons, many of which are addressed in this book, the disease
is particularly prevalent in sub-Saharan Africa, and persists in certain areas of rural
China. This concern for human behaviour in an environment of poverty echoes the
concerns of the new research priority for “diseases of poverty” identified by the
Special Programme for Research & Training in Tropical Diseases.
more
National Strategic Plan: Malaria Elimination 2023-27
National Centre for Vector Borne Disease Control (NCVBDC)
Ministry of Health and Family Welfare (MoHFW) - India
(2023)
C2
The National Strategic Plan for Malaria Elimination in India (2023-2027) focuses on achieving malaria elimination by 2030, in alignment with the Global Technical Strategy. The document outlines the strategies, targets, and goals for malaria elimination, aiming for zero indigenous malaria cases by 20
...
27. It emphasizes district-based planning, robust surveillance systems, and enhancing case management and vector control. The plan stresses the importance of universal access to treatment, prevention, and data-driven decision-making. Furthermore, it encourages innovation and research in malaria elimination efforts, fostering multisectoral coordination and community engagement.
more
Current evidence that the climate is changing is overwhelming. Impacts of climate change and variability are being observed: more intense heat-waves, fires and floods; and increased prevalence of food- water- and vector-borne diseases. Climate chang
...
e will put pressure on environmental and health determinants, such as food safety, air pollution and water quantity and quality. A climate-resilient future depends fundamentally on reducing greenhouse gas emissions. Limiting warming to below 2 °C requires transformational technological, institutional, political and behavioural changes: the foundations for this are laid out in the Paris Agreement of December 2015. The health sector can lead by example, shifting to environmentally friendly practices and minimizing its carbon emissions. A climate-resilient future will increasingly depend on managing and reducing climate change risks to protect health. In the near term, this can be enhanced by including climate change in national health programming and creating climate-resilient health systems.
more
GO pre-deployment training: participant handbook
recommended
This is a pre-deployment training, tailored specially to the Ebola outbreak in West Africa, offered to WHO personnel, consultants, and key partners. The material covered in modules 1-4 is applicable and useful to frontline response workers, national and international. Only Module 5, which focuses on
...
operational aspects - the code of conduct for international civil servants and human resources arrangements for WHO deployees, are specifically geared to all internationally recruited personnel and to WHO deployees respectively
more
The equation is simple: we cannot effectively respond to a global pandemic when millions of people are still caught in warzones. We cannot treat sick people when hospitals are being bombed, or prevent the spread of coronavirus when tens of millions are forced to flee from violence. We must have a gl
...
obal ceasefire, and we must put our collective resources behind making that ceasefire a reality.
more
The document provides practical guidelines for conducting a national disaster risk assessment, developed by the United Nations Office for Disaster Risk Reduction. It emphasizes the importance of understanding disaster risk as a foundation for effective disaster risk
...
management and sustainable development. The guidelines outline a structured process that includes preparing and scoping the assessment, conducting risk analysis, and using the results to inform policy and decision-making. They promote a comprehensive, multi-hazard approach that considers vulnerabilities, exposure, and capacities, while encouraging collaboration among governments, experts, and stakeholders. Overall, the document aims to help countries build stronger systems for assessing and managing risks, thereby enhancing resilience and reducing the impacts of disasters.
more
This manual was developed based on the recommendations of a global technical consultation on child health in humanitarian emergencies co-organized by WHO and UNICEF at the end of 2003. WHO in collaboration with the Centre for Refugee and Disaster Response, Bloomberg School of Public Health, Johns Ho
...
pkins University undertook a systematic review in 2004. It demonstrated that existing guidelines, including The Integrated Management of Childhood Illness (IMCI), do not cover all priority conditions in emergencies. The objective of this manual is to provide comprehensive guidance on child care in emergencies.
more
COTS (Cholera Outbreak Training and Shigellosis) Program Health Promotion Worker Pocket Card
recommended
The COTS Cholera Outbreak Training and Shigellosis Program Pocket Card provides essential guidelines for health promotion workers to prevent and manage cholera and shigellosis outbreaks. It emphasizes proper sanitation, hygiene practices, safe water
...
handling, and food safety as the primary methods for disease control. Key recommendations include handwashing, disinfecting water with chlorine, using latrines, and ensuring safe food preparation. The document also outlines hospital policies, waste disposal procedures, and safety measures for healthcare workers dealing with diarrheal diseases. Additionally, it provides dehydration assessment guidelines, treatment protocols using Oral Rehydration Solution (ORS) and IV fluids, and appropriate antibiotic treatments for both cholera and shigellosis. The goal is to equip healthcare workers with quick-reference tools to effectively contain outbreaks and prevent further transmission.
more
In an effort to improve the capabilities and accountability of humanitarian and economic practitioners, the SEEP (Small Enterprise Education and Promotion) Network's Minimum Economic Recovery Standards focus on minimum industry standards for facilitating economic recovery in crisis situations.
Th
...
e handbook sets out strategies and interventions designed to improve income, cash flow, asset management, and growth among crisis-affected households and enterprises. These include financial services, productive assets, employment, and enterprise development. It emphasizes encouraging the re-start of enterprises and livelihoods strategies, and improving market productivity and governance
more
