ArticleScientific reports2025
Perceived vulnerability to wildfire diverges from parcel-level hazard assessments: evidence from nordic Valley, Utah (USA).
Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Communities in the wildland-urban interface face rising wildfire risk, making it essential to understand how residents perceive their vulnerability and decide whether to mitigate. We combine parcel-level Wildfire Hazard Lot Assessments (WHLAs) with semi-structured interviews in Nordic Valley, Utah (USA), to compare the physical vulnerability of residents' parcels to what these individuals think and do. Most parcels scored in the moderate range and exhibited several good-practice features (e.g., screened vents, enclosed eaves). Yet interviews showed that residents' perceptions and actions were shaped less by on-parcel scores and more by neighborhood spillovers (neighbors' fuels and upkeep), part-time or absentee ownership, and the community's mountain/forest setting. We did not find a clear relationship between WHLA scores and the presence of interview themes, indicating that mitigation behaviors are filtered through socially embedded perceptions that can align with-or diverge from-the physical vulnerability of residents' parcels. These findings suggest practical steps: tailor communication and assistance to the (mis)alignment between perceived and assessed vulnerability and act at neighborhood/community scales to leverage the important role of social norms. By pairing rapid assessments with resident narratives, the study offers an approach for turning multiple sources of vulnerability information into proactive wildfire risk mitigation efforts.
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.