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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 surveillance. While promising for reducing transmission and sup
...
port-
ing TB care in low-resource settings, these models require large-scale validation to ensure real-world applicability, especially for high-risk groups
more
The document "Combating False Information on Vaccines: A Guide for EPI Managers" is designed to help Expanded Program on Immunization (EPI) managers address vaccine misinformation. It begins by defining misinformation and explaining why it spreads rapidly, often due to its emotional appeal and simpl
...
istic explanations. The guide identifies common sources of vaccine misinformation, including influential individuals who profit from spreading false information. The document outlines strategies for combating misinformation, emphasizing the importance of EPI managers as trusted sources. It provides tips for identifying misinformation online, such as checking URLs, dates, and author credentials, and recognizing tactics like evoking strong emotions or pushing conspiracy theories. Two main approaches to fighting misinformation are discussed: prebunking and debunking. Prebunking involves warning individuals about potential misinformation before they encounter it, while debunking aims to correct false information after it has been consumed. The guide offers practical examples for both methods. Additionally, the document highlights the role of EPI managers in supporting health workers to trust immunization. It suggests being kind, nonjudgmental, and transparent when addressing concerns, and using motivational interviewing techniques to understand and respond to health workers' doubts. The guide also emphasizes the importance of creating a supportive environment for health workers, promoting pro-vaccine norms, and providing continuing education on vaccines. Overall, the guide aims to help EPI managers maintain trust in vaccines and provides comprehensive strategies to identify, address, and prevent the spread of vaccine misinformation in clinical and community settings. This document is necessary to equip EPI managers with the knowledge and tools to combat vaccine misinformation, support their teams, and promote trust in vaccines, ultimately protecting public health.
more
To guide One Health capacity building efforts in the Republic of Guinea in the wake of the 2014–2016 Ebola virus disease (EVD) outbreak, we sought to identify and assess the existing systems and structures for zoonotic disease detection and control. We partnered with the government ministries resp
...
onsible for human, animal, and environmental health to identify a list of zoonotic diseases – rabies, anthrax, brucellosis, viral hemorrhagic fevers, trypanosomiasis and highly pathogenic avian influenza – as the country's top priorities. We used each priority disease as a case study to identify existing processes for prevention, surveillance, diagnosis, laboratory confirmation, reporting and response across the three ministries. Results were used to produce disease-specific systems “maps” emphasizing linkages across the systems, as well as opportunities for improvement. We identified brucellosis as a particularly neglected condition. Past efforts to build avian influenza capabilities, which had degraded substantially in less than a decade, highlighted the challenge of sustainability. We observed a keen interest across sectors to reinvigorate national rabies control, and given the regional and global support for One Health approaches to rabies elimination, rabies could serve as an ideal disease to test incipient One Health coordination mechanisms and procedures. Overall, we identified five major categories of gaps and challenges: (1) Coordination; (2) Training; (3) Infrastructure; (4) Public Awareness; and (5) Research. We developed and prioritized recommendations to address the gaps, estimated the level of resource investment needed, and estimated a timeline for implementation. These prioritized recommendations can be used by the Government of Guinea to plan strategically for future One Health efforts, ideally under the auspices of the national One Health Platform. This work demonstrates an effective methodology for mapping systems and structures for zoonotic diseases, and the benefit of conducting a baseline review of systemic capabilities prior to embarking on capacity building efforts.
more
Climate change and health vulnerability and adaptation assessment
In 2013 the World Health Organization (WHO) published the report Protecting health from climate change:
vulnerability and adaptation assessment. The aim was to provide basic and flexible guidance on conducting national or subnati
...
onal assessments of current and future vulnerability (the susceptibility of a population or region to harm) to the health risks of climate change, and of policies and programmes that could increase resilience, taking into account the multiple determinants of climate-sensitive health outcomes.
That guidance has been a very useful tool, applied to more than 50 countries and settings, and has helped countries to prepare their health contributions to United Nations Framework Convention on Climate Change national adaptation plans.
Since the launch of the guidance, WHO, technical partners such as Health Canada, and countries have learned much in terms of its applicability in different countries, at national and local levels.
At the same time, knowledge on climate change and health has increased.
WHO, the Pan American Health Organization and Health Canada have produced this updated version, which aims to better support countries in their assessments by proposing a simpler tool that incorporates all lessons learned.
more
Int. J. Environ. Res. Public Health 2018, 15(12), 2626; https://doi.org/10.3390/ijerph15122626
Climate change is increasing risks to human health and to the health systems that seek to protect the safety and well-being of populations. Health authorities require information about current associatio
...
ns between health outcomes and weather or climate, vulnerable populations, projections of future risks and adaptation opportunities in order to reduce exposures, empower individuals to take needed protective actions and build climate-resilient health systems. An increasing number of health authorities from local to national levels seek this information by conducting climate change and health vulnerability and adaptation assessments. While assessments can provide valuable information to plan for climate change impacts, the results of many studies are not helping to build the global evidence-base of knowledge in this area. They are also often not integrated into adaptation decision making, sometimes because the health sector is not involved in climate change policy making processes at the national level. Significant barriers related to data accessibility, a limited number of climate and health models, uncertainty in climate projections, and a lack of funding and expertise, particularly in developing countries, challenge health authority efforts to conduct rigorous assessments and apply the findings. This paper examines the evolution of climate change and health vulnerability and adaptation assessments, including guidance developed for such projects, the number of assessments that have been conducted globally and implementation of the findings to support health adaptation action. Greater capacity building that facilitates assessments from local to national scales will support collaborative efforts to protect health from current climate hazards and future climate change. Health sector officials will benefit from additional resources and partnership opportunities to ensure that evidence about climate change impacts on health is effectively translated into needed actions to build health resilience.
more
Since the Alma Ata Declaration in 1978, community health volunteers (CHVs) have been at the forefront, providing health services, especially to underserved communities, in low-income countries. However, consolidation of CHVs position within formal health systems has proved to be complex and continue
...
s to challenge countries, as they devise strategies to strengthen primary healthcare. Malawi’s community health strategy, launched in 2017, is a novel attempt to harmonise the multiple health
service structures at the community level and strengthen service delivery through a team-based approach. The core community health team (CHT) consists of health surveillance assistants (HSAs), clinicians, environmental health officers and CHVs. This paper reviews Malawi’s strategy, with particular focus on the interface between HSAs, volunteers in community-based programmes and
the community health team. Our analysis identified key challenges that may impede the strategy’s implementation:
(1) inadequate training, imbalance of skill sets within CHTs and unclear job descriptions for CHVs; (2) proposed community-level interventions require expansion of pre-existing roles for most CHT members; and (3) district authorities may face challenges meeting financial obligations and filling community-level positions. For effective implementation, attention and further deliberation is needed on the appropriate forms of CHV support, CHT composition with possibilities of co-opting trained CHVs
from existing volunteer programmes into CHTs, review of CHT competencies and workload, strengthening coordination and communication across all community actors, and financing mechanisms. Policy support through the development of an addendum to the strategy, outlining opportunities for task-shifting between CHT members, CHVs’ expected duties and interactions with paid CHT personnel is recommended.
more
This guideline includes 48 updated and new evidence-based recommendations related to MNS conditions. The guideline is targeted towards non-specialized health workers at primary- or secondary-level healthcare facilities, or those working at the district level including basic inpatient and outpatient
...
services.
more
This document is designed to provide UNICEF staff and UNICEF partner staff with principles and concepts that can assist them to respond to the psychosocial needs of children in natural disasters and social emergencies such as armed conflict and other forms of violence. It aims to introduce humanitar
...
ian workers to psychosocial principles and UNICEF’s position on these principles. It also provides a number of examples from field work of how these principles have been turned into concrete actions. These psychosocial principles and concepts inform both emergency responses and subsequent programmatic responses post-emergency.
more
This report includes analysis from informal regional consultations in the African Region, the Caribbean and North America, Latin America, South-East Asia Region, European Region, Eastern Mediterranean Region, alongside three forums in the Western Pacific Region. It analyses the overarching similarit
...
ies, regional nuances and priorities raised across the six WHO regions for the meaningful engagement of individuals with lived experience.
It is the second publication in the WHO Intention to action series, which aims to enhance the limited evidence base on the impact of meaningful engagement and address the lack of standardized approaches on how to operationalise meaningful engagement. The Intention to action series aims to do this by providing a platform from which individuals with lived experience, and organizational and institutional champions, can share solutions, challenges and promising practices related to this cross-cutting agenda. The Intention to action series also aims to provide powerful narratives, inspiration and evidence towards the Fourth United Nations High Level Meeting on NCDs in 2025 and achieving the 2030 United Nations Sustainable Development Goals (SDGs).
more
Journal of Adolescent Health 2022 1-16
While “sustainability” has become a central aspect of social action and responsibility around the world, its complex and multi-di-
mensional nature requires further explanation.
Wheelchair Service Training Package - Basic level | The main purpose of the training package is to develop the minimum skills and knowledge required by personnel involved in wheelchair service delivery. An important aim of the training package is to get it integrated into the regular paramedical/reh
...
abilitation training programs such as physiotherapy, occupational therapy, prosthetics and orthotics, rehabilitation nursing. Towards this, WHO is posting the whole training package in the Website for the training institutes and wheelchair service providers. The easiest way to make use of the training package is to download the complete package (requires 3 GB space).
more
Data for Action March 2022, Issue 5
Child protection in emergencies
The prevention of and response to
abuse, neglect, exploitation and violence
against children in emergencies. An
emergency is defined as threatening
condition that requires urgent action.
Emergencies often have devastating
effects on children’s lives. They res
...
ult in
girls and boys being killed or injured,
becoming orphaned, separated from their
families, being recruited into armed
forces or groups, being sexually abused,
becoming children with disabilities, being
trafficked or, worse, experiencing several
of these at the same time (CPMS).
more
