ReviewiScience2022
The challenges of dynamic vulnerability and how to assess it.
Review in iScience, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
18 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Navigating the definition of urban flooding: A conceptual and systematic review of the literature.Water science and technology : a journal of the International Association on Water Pollution Research · 2024Pooled it
- Article
- Review
- Workshop report-Vulnerability in multi-hazard risks: Addressing its complexity and dynamics.iScience · 2026Article
- The role of artificial intelligence for early warning systems: Status, applicability, guardrails, and ways forward.iScience · 2025Article
- Unprecedented social-ecological impacts of the 2023 extreme drought in the central Amazon.Scientific reports · 2025Article
- Evaluating the disaster response capacity of the Korean citizen corps in rural areas: A System Dynamics-GIS approach.iScience · 2025Article
- Review
- Article
- Monitoring flood risk evolution: A systematic review.iScience · 2024Review
- Article
- Ethics, One Health approaches, and SDGs: conference lessons for an emerging field.Frontiers in public health · 2024Article
- Household-specific barriers to citizen-led flood risk adaptation.npj climate action · 2024Article
- A new method to compile global multi-hazard event sets.Scientific reports · 2023Article
- Addressing path dependencies in decision-making processes for operationalizing compound climate-risk management.iScience · 2023Review
- Toward a framework for systemic multi-hazard and multi-risk assessment and management.iScience · 2023Review
- Natural multi-hazard risk perception and educational insights among Geography and Tourism students and graduates amid the Covid-19 pandemic.International journal of disaster risk reduction : IJDRR · 2023Article
- Proposing DAPP-MR as a disaster risk management pathways framework for complex, dynamic multi-risk.iScience · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Recent disasters have demonstrated the challenges faced by society as a result of the increasing complexity of disaster risk. In this perspective article, we discuss the complex interactions between hazards and vulnerability and suggest methodological approaches to assess and include dynamics of vulnerability in our risk assessments, learning from the compound and multi-hazard, socio-hydrology, and socio-ecological research communities. We argue for a changed perspective, starting with the circumstances that determine dynamic vulnerability. We identify three types of dynamics of vulnerability: (1) the underlying dynamics of vulnerability, (2) changes in vulnerability during long-lasting disasters, and (3) changes in vulnerability during compounding disasters and societal shocks. We conclude that there is great potential to capture the dynamics of vulnerability using qualitative and model-based methods, both for reproducing historic and projecting future dynamics of vulnerability. We provide examples using narratives, agent-based models, and system dynamics.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.