Evidence map›Paper›PMID 26442129›Full record

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.

Alastair K Ager, Martina Lembani, Abdulaziz Mohammed, Garba Mohammed Ashir, Ahmad Abdulwahab, Helen de Pinho, Peter Delobelle, Christina Zarowsky

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
60citing papers in PubMed, 3 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

60 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
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  13. Migration and primary healthcare in sub-Saharan Africa: A scoping review.African journal of primary health care & family medicine · 2024
    Article
  14. Concept analysis of health system resilience.Health research policy and systems · 2024
    Review
  15. Towards Resilient Healthcare Systems: A Framework for Crisis Management.International journal of environmental research and public health · 2024
    Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Alastair K AgerMailman School of Public Health, Columbia University, New York, NY USA ; Institute for International Health and Development, Queen Margaret University, Edinburgh, UK.
Martina LembaniSchool of Public Health, University of the Western Cape, Cape Town, South Africa.
Abdulaziz MohammedPRRINN-MNCH, Kano, Nigeria.
Garba Mohammed AshirPRRINN-MNCH, Kano, Nigeria.
Ahmad AbdulwahabPRRINN-MNCH, Kano, Nigeria.
Helen de PinhoInstitute for International Health and Development, Queen Margaret University, Edinburgh, UK.
Peter DelobelleSchool of Public Health, University of the Western Cape, Cape Town, South Africa.
Christina ZarowskySchool of Public Health, University of the Western Cape, Cape Town, South Africa ; University of Montreal Hospital Research Centre, School of Public Health, University of Montreal, Montreal, QC Canada.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

Causal loop diagramsCommunity cohesionConflictGroup model buildingHealth systemsInsecurityInsurgencyPolitical willQualityService provisionStaff commitmentStaff motivationSystems dynamics

Identifiers

PMID26442129
PMCPMC4593224

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.