Inferences through Machine Learning.Background Report.
What are the major origins and drivers of different types of conflict? Sorting out the main
causes of conflict and war is difficult and often shaped by ideological believes. Even today,
historians and political scientists have discussions on... the primary causes of the First World
War. There are several types of conflict, ranging from international and civil wars to local
conflicts, riots and revolution. And there are many theories that explain these different types
of conflict, which mostly focus on economic conditions and a range of factors that can foster
grievances and greed, creating incentives to initiate or join a conflict
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March 2021. “A Decade of Destruction: Attacks on health care in Syria,” highlights with chilling detail how this 10-year war strategy has turned hospitals from safe havens into no-go zones where Syrian civilians now fear for their lives.
The Report describes the evaluation of WHO's contribution to the Maternal Health Program in South-East Asia Region. This was an independent evaluation conducted in 2015 by Amaltas, a Delhi based organization. The evaluation highlights the progress in five countries, namely Bangladesh, Indonesia, Mya...nmar, Nepal and Sri Lanka and provides specific recommendations for Organizational Learning and Development. This report will be useful for all those interested in WHO's work on Maternal Health Program in the Region.
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Civil Society Organisations’ contribution towards community engagement to access and demand health services and encourage communities to practice appropriate health-seeking behaviour in Mon and Chin States. The study recognizes that civil society can promote people-centered health by creating an e...nabling environment for broad and active citizen participation. The VHCs/Volunteer Working Groups play a key role in facilitating engagement between the village community and the Basic Health Staff (BHS).
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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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Malaria remains a significant public health concern in the SADC region, accounting for 20% of childhood deaths, as well as prompting numerous outpatient visits and hospitalisations. Around three-quarters of the population, including 35 million children under the age of five and 8.5 million pregnant ...women, are at risk. Transmission patterns vary from high and stable in the north to malaria-free in the south, with low, unstable and seasonal zones in between. Although interventions such as indoor residual spraying (IRS), insecticide-treated nets (ITNs/LLINs), intermittent preventive treatment in pregnancy (IPTp), rapid diagnostic tests (RDTs), and artemisinin-based combination therapies (ACTs) have reduced the malaria burden, challenges persist in terms of funding, human resources, surveillance, and cross-border coordination. Achieving malaria elimination in the SADC region requires harmonised regional standards, strengthened surveillance, and improved access to quality treatment and policy prioritisation.
Accessed on 27/08/2025.
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How has the DRC Ebola outbreak impacted Sexual and Reproductive Health in North-Kivu?
Recommendations (more specifics found in the assessment):
1. Sexual and reproductive health needs and services are to be embedded in the EVD response from the outset.
2. Reduce delays at every stage of the patie...nt journey, particularly for women experiencing obstetric complications, including complications from abortion.
3. Support individuals and communities to mitigate SRH risks posed during and after EVD epidemic:
4. Formulate SRH guidelines for the EVD context involving experts in all relevant fields.
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10th edition
The IDF Diabetes Atlas 10th edition provides detailed information on the estimated and projected prevalence of diabetes, globally, by region, country and territory, for 2021, 2030 and 2045. It draws attention to the growing impact of diabetes across the world and highlights proven and ...effective actions that governments and policy-makers must urgently take to tackle it.
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The 2007 Rwanda Service Provision Assessment (RSPA) was a national representative survey conducted in 538 health facilities throughout Rwanda. The survey covered hospitals, health centers, dispensaries and
health posts, including all public facilities such as government and government-assisted heal...th facilities. The 2007 RSPA used interviews with health service providers and clients and observations of provider client consultations to obtain information on the capacity of facilities to provide quality services and the existence of functioning systems to support quality services. The areas addressed were the overall facility
infrastructure, maternal and child health, reproductive health, tuberculosis, malaria services; and services for sexually transmitted infections and HIV/AIDS. The objective was to assess the strengths and
weaknesses of the infrastructure and systems supporting these services, and to assess the adherence to standards in the delivery of services.
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Regional Network for Equity in Health in east and southern Africa (EQUINET): Disussion Paper 109
This report describes the evolution of mainland Tanzania’s EHB; the motivations for developing the EHBs, the methods used to develop, define and cost them; how it is being disseminated, communicat...ed, and used; and the facilitators (and barriers) to its development, uptake or use. Findings presented in this report are from three stages of analysis: literature review, key informant perspectives and a national consultative meeting.
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IHME’s Financing Global Health report provides an overview of health spending around the world, with a special focus on investments in health in low- and middle-income countries. The report examines how this funding for health is changing each year and forecasts how it may change in the future. Fi...nancing Global Health examines where money for health originates and what health issues it funds.
This year, Financing Global Health 2023 looks at how interest payments on loans that many countries took out during the COVID-19 pandemic to keep their economies afloat and their people protected are now straining health budgets. It also details how development partners’ investments in health in low- and middle-income countries – development assistance for health – have changed since reaching historic levels during the COVID-19 pandemic, dropping by $19.4 billion between 2021 and 2023, from $84.0 billion to $64.6 billion.
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This consultative version of the guideline is the product of literature reviews, discussions and contributions from diverse stakeholders, as well as UNISDR-nominated experts appointed specifically for the development of the Words into Action guideline for Build back better in recovery, rehabilitatio...n and reconstruction.
Disaster impacted countries and communities are oftentimes much better equipped to Build Back Better during the extended period of recovery, rehabilitation, and reconstruction when they have taken actions to strengthen recovery capacity and decision-making effectiveness prior to the onset of disaster.
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Now entering its ninth year, the crisis in north-east Nigeria has created vulnerabilities and humanitarian concerns. An estimated 7.7 million men, women, boys and girls are in acute need of protection and assistance. While the humanitarian community has provided life-saving assistance to over 5.6 mi...llion affected people in 2017 and helped stabilise living conditions for millions of people, reducing mortality and morbidity, significant humanitarian needs still remain.
The Humanitarian Response Plan at a glance:
STRATEGIC OBJECTIVE 1
Provide life-saving emergency assistance to the most vulnerable people in conflict-affected areas ensuring that assistance is timely and appropriate and meets relevant technical standards.
STRATEGIC OBJECTIVE 2
Ensure that all assistance promotes the protection, safety and dignity of affected people, and is provided equitably to women, girls, men and boys.
STRATEGIC OBJECTIVE 3
Foster resilience and early recovery, and strengthen the humanitarian development nexus by working towards collective outcomes.
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The aim of this guidance manual is to introduce the user to project/programme plan- ning in a Red Cross Red Crescent environment. It describes the different stages of the planning phase of the “project/programme cycle” within the context of Results-Based Management (RBM). It also gives an overvi...ew of the various components of RBM and explains how to integrate and apply this approach in practice. In addition, the manual summarizes briefly the other key phases of the cycle (assessment, imple- mentation and monitoring, evaluation) and provides references to the key Federation manuals on these phases.
The manual has been developed primarily for use by people managing projects and programmes either in a National Society or the secretariat of the International Federation of Red Cross and Red Crescent Societies (International Federation). Although it is mainly designed for use at the country level, the basic principles can be applied to project and programme planning at any level. The manual draws on two International Red Cross and Red Crescent Movement publications – the International Federation’s Project Planning Process (2002) and the ICRC Economic Security Unit’s Programme/ Project Management: The Results-Based Approach (2008) – reflecting the significant similarity of approach. The International Federation has developed the manual internally to suit the particular needs and uses of project/programme management within the organization.
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Crisis Group’s Watch List identifies ten countries or regions at risk of deadly conflict or escalation thereof in 2021. In these places, early action, driven or supported by the EU and its member states, could enhance prospects for peace and stability.
Crisis Group’s early-warning Watch List id...entifies up to ten countries and regions at risk of conflict or escalation of violence. In these situations, early action, driven or supported by the EU and its member states, could generate stronger prospects for peace. The Watch List 2021 includes an Introduction, detailed conflict analyses and EU-targeted recommendations on Central African Republic, Democratic Republic of Congo, Ethiopia, Iran & the Gulf, Libya, Mexico & Central America, Nagorno-Karabakh, Somalia, Thailand and Venezuela.
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The Country Cooperation Strategy (CCS) is a document to guide WHO’s work in countries. CCS is a medium-term vision for WHO’s technical cooperation with a given Member State, and supports the country's national health policy, strategy or plan. The CCS time frame is flexible to align with national... cycles and processes. It is the basis for aligning WHO’s collaboration with other United Nations bodies and development partners at the country level.
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Int J Health Policy Manag 2017, 6(10), 587–600
Low-income countries face many contextual challenges to manage healthcare technologies effectively, as the majority are imported and resources are constrained to a greater extent. Previous healthcare technology management (HTM) policies in Benin ha...ve failed to produce better quality of care for the population and cost-effectiveness for the government. This study aims to identify and assess the main problems facing HTM in Benin’s public health sector, as well as the ability of key actors within the sector to address these problems.
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The importance of robust mortality surveillance systems cannot be overstated in an era marked by increasing global health challenges where health threats loom large and population dynamics continue to evolve. Accurate and timely mortality data is essential for identifying trends and detecting emergi...ng health threats, evaluating the impact of interventions, and guiding evidence-based policy decisions.
This framework outlines a holistic approach to strengthening routine mortality surveillance systems, considering the unique contextual factors and challenges faced by African countries. It emphasizes the importance of establishing efficient data collection mechanisms, enhancing data quality and completeness, and promoting data sharing and collaboration among stakeholders.
Moreover, the framework recognizes the pivotal role of technology in the integration of data from fragmented mortality data sources. It highlights the potential of innovative data capture methods, advanced analytics, and real-time reporting systems to enhance mortality data’s accuracy, efficiency, and timeliness.
The continental framework for mortality surveillance aligns with Africa CDC’s mission and strategic goal by serving as a fundamental component in strengthening public health systems, enhancing disease surveillance capacities and capabilities, informing evidence-based policies and interventions, and promoting collaboration and coordination among African countries to address health challenges and improve health outcomes on the continent.
The successful implementation of this framework requires collective commitment and concerted efforts from governments, health institutions, and the international community. We hope this document will serve as a catalyst for transformative change, enabling countries to build resilient mortality surveillance systems that protect public health, save lives, and contribute to evidence-based decision-making.
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