ArticleConflict and health2015
Health service resilience in Yobe state, Nigeria in the context of the Boko Haram insurgency: a systems dynamics analysis using group model building.
Article in Conflict and health, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 60 papers, 3 of them syntheses that pooled it.
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Who cites it
60 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Building a resilient health system for universal health coverage and health security: a systematic review.Global health research and policy · 2024Pooled it
- Application of group model building in implementation research: A systematic review of the public health and healthcare literature.PloS one · 2023Pooled it
- What Is Resilience and How Can It Be Nurtured? A Systematic Review of Empirical Literature on Organizational Resilience.International journal of health policy and management · 2018Pooled it
- A method for testing health system resilience: Development, application and lessons learned.Health policy (Amsterdam, Netherlands) · 2026Article
- Challenges, barriers and opportunities for neglected tropical disease programs of conflict-affected African countries.International health · 2026Article
- Caregivers´ qualitative insights on trust, resilience and vaccination attitudes shaping child health in conflict-affected Northeast Nigeria.Conflict and health · 2026Article
- Getting unstuck: reframing health systems strengthening and resilience in fragile and conflict-affected settings.BMJ global health · 2026Review
- Maternal and child healthcare-seeking among victims of violence in armed conflict: a quasi-experimental study in Northeast Nigeria.BMJ global health · 2025Observational
- Resilience model of public health sector during unknown pandemics: a grounded theory approach for COVID-19 in Iran.BMC public health · 2025Article
- Article
- Understanding women's care experiences in public health facilities in a conflict-affected area of Nigeria.PLOS global public health · 2025Article
- Exploring the inherent resilience of health districts in a context of chronic armed conflict: a case study in Eastern Democratic Republic of the Congo.Health research policy and systems · 2024Article
- Migration and primary healthcare in sub-Saharan Africa: A scoping review.African journal of primary health care & family medicine · 2024Article
- Concept analysis of health system resilience.Health research policy and systems · 2024Review
- Towards Resilient Healthcare Systems: A Framework for Crisis Management.International journal of environmental research and public health · 2024Review
- Health systems resilience in fragile and conflict-affected settings: a systematic scoping review.Conflict and health · 2024Article
- Utilizing Group Model Building to Identify Barriers and Facilitators of Hypertension Management in Primary Health Care, China.Risk management and healthcare policy · 2024Article
- Resilience in childhood vaccination: analysing delivery system responses to shocks in Lebanon.BMJ global health · 2023Article
- Cultural adaptations and methodological innovations to group model building for the systems actions to reduce malnutrition in all its forms in Southeast Asian countries and China (SYSTAM CHINA-SEACS International Consortium) project.The international journal of behavioral nutrition and physical activity · 2023Article
- Resource availability and capacity to implement multi-stranded cholera interventions in the north-east region of Nigeria.BMC global and public health · 2023Article
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Authors and funding
8 authors.
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Abstract
backgroundYobe State has faced severe disruption of its health service as a result of the Boko Haram insurgency. A systems dynamics analysis was conducted to identify key pathways of threat to provision and emerging pathways of response and adaptation.
methodsStructured interviews were conducted with 39 stakeholders from three local government areas selected to represent the diversity of conflict experience across the state: Damaturu, Fune and Nguru, and with four officers of the PRRINN-MNCH program providing technical assistance for primary care development in the state. A group model building session was convened with 11 senior stakeholders, which used participatory scripts to review thematic analysis of interviews and develop a preliminary systems model linking identified variables.
resultsPopulation migration and transport restrictions have substantially impacted access to health provision. The human resource for health capability of the state has been severely diminished through the outward migration of (especially non-indigenous) health workers and the suspension of programmes providing external technical assistance. The political will of the Yobe State government to strengthen health provision - through lifting a moratorium on recruitment and providing incentives for retention and support of staff - has supported a recovery of health systems functioning. Policies of free-drug provision and decentralized drug supply appear to have been protective of the operation of the health system. Community resources and cohesion have been significant assets in combatting the impacts of the insurgency on service utilization and quality. Staff commitment and motivation - particularly amongst staff indigenous to the state - has protected health care quality and enabled flexibility of human resource deployment.
conclusionsA systems analysis using participatory group model building provided a mechanism to identify key pathways of threat and adaptation with regard to health service functioning. Generalizable systems characteristics supportive of resilience are suggested, and linked to wider discussion of the role of factors such as diversity, self-regulation and integration.
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