ArticleRisk analysis : an official publication of the Society for Risk Analysis2025
Resilience and Preparedness Across Place: A Multilevel Analysis of Urban-Rural and Socioeconomic Divides.
Article in Risk analysis : an official publication of the Society for Risk Analysis, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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
1 citing paper in PubMed.
- Resilience and Preparedness Across Place: A Multilevel Analysis of Urban-Rural and Socioeconomic Divides.Risk analysis : an official publication of the Society for Risk Analysis · 2025Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This study investigates how local context-specifically urban versus rural environments and socioeconomic conditions-influences individual crisis preparedness and resilience in Sweden. Using multilevel survey data from 12,574 respondents, we analyze both proactive preparedness actions and perceived resilience. Results show that rural residents report higher levels of preparedness and resilience than their urban counterparts. However, these differences in preparedness attenuate when controlling for individual risk perception, suggesting a mediating role. Socioeconomic context, on the other hand, does not show an independent effect beyond individual characteristics, indicating compositional rather than contextual influences. The findings highlight the importance of tailoring crisis preparedness strategies to both individual and local characteristics and stress the need for authorities to consider spatial disparities in vulnerability when planning for future crises.
Identifiers
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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.