ArticleBMC health services research2023
Transformative dimensions of resilience and brittleness during health systems' collapse: a case study in Brazil using the Functional Resonance Analysis Method.
Article in BMC health services research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 32 citations in OpenAlex.
- Building a health system resilience framework: national, state, regional, and local perspectives.Lancet regional health. Americas · 2026Review
- The role of the nursing workforce in health system resilience during disasters: a scoping review of empirical studies.International journal of nursing studies advances · 2025Review
- Predictive estimations of health systems resilience using machine learning.BMC medical informatics and decision making · 2025Article
- Leveraging machine learning on the role of hospitalizations in the dynamics of dengue spread in Brazil: an ecological study of health systems resilience.Lancet regional health. Americas · 2025Article
- Relocation of hospital facilities: guidelines for resilient performance.BMC health services research · 2025Article
- Volatile outcomes of essential public health functions: a cross-sectional study of surveillance and equitable access on Brazil's Unified Health System (SUS).Frontiers in public health · 2025Article
- Toward resilience for public health emergency response system during COVID-19: qualitative comparative analyses of 40 countries.Frontiers in public health · 2025Article
- Favorable strategies and barriers to the attainment of resilience in healthcare systems: scoping review.Cadernos de saude publica · 2025Article
- The Assessment and Response of Rehabilitation Professionals to Sudden Deterioration in Symptoms: An Analysis of the National Database in Japan.Physical therapy research · 2024Article
- The resilience of the Brazilian Unified Health System is not (only) in responding to disasters.Revista de saude publica · 2024Article
- On the epistemology of resilience in public health: a novel perspective in a changing world.Frontiers in health services · 2024Article
Corrections and comments
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Authors and funding
8 authors at 3 institutions in 1 country.
Funding
Abstract
backgroundAs health systems struggle to tackle the spread of Covid-19, resilience becomes an especially relevant attribute and research topic. More than strength or preparedness, to perform resiliently to emerging shocks, health systems must develop specific abilities that aim to increase their potential to adapt to extraordinary situations while maintaining their regular functioning. Brazil has been one of the most affected countries during the pandemic. In January 2021, the Amazonas state's health system collapsed, especially in the city of Manaus, where acute Covid-19 patients died due to scarcity of medical supplies for respiratory therapy.
methodsThis paper explores the case of the health system's collapse in Manaus to uncover the elements that prevented the system from performing resiliently to the pandemic, by carrying out a grounded-based systems analysis of the performance of health authorities in Brazil using the Functional Resonance Analysis Method. The major source of information for this study was the reports from the congressional investigation carried out to unveil the Brazilian response to the pandemic.
resultsPoor cohesion between the different levels of government disrupted essential functions for managing the pandemic. Moreover, the political agenda interfered in the abilities of the system to monitor, respond, anticipate, and learn, essential aspects of resilient performance.
conclusionsThrough a systems analysis approach, this study describes the implicit strategy of "living with Covid-19", and an in-depth view of the measures that hampered the resilience of the Brazilian health system to the spread of Covid-19.
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