Evidence map›Paper›PMID 42502261›Full record

ArticleGeoHealth2026

Evolution of Long-Term Social Vulnerability After Tropical Cyclones in the United States.

Lingke Jiang, Robbie M Parks, Yoshira Ornelas Van Horne, Xiao Wu

Abstract read
In one paragraph

Article in GeoHealth, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Lingke JiangColumbia University Mailman School of Public Health Department of Biostatistics New York NY USA.ORCID https://orcid.org/0009-0009-4873-4648
Robbie M ParksColumbia University Mailman School of Public Health Department of Environmental Health Sciences New York NY USA.
Yoshira Ornelas Van HorneUCLA Fielding School of Public Health Department of Health Sciences Los Angeles CA USA.
Xiao WuColumbia University Mailman School of Public Health Department of Biostatistics New York NY USA.ORCID https://orcid.org/0000-0002-4884-657X

Funding

True Metal fac coreP30ES009089 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI MATTHEW S PERZANOWSKI · 1998 to 2026
$44.7M
Investigating the Causal Role of Particulate Matter Components on Lewy Body Dementia: Integrating Epidemiologic and Mechanistic EvidenceRF1NS144268 · NINDS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PARKS, ROBBIE M · 2025 to 2025
$3.0M
Network biology-based markers of extreme weather-induced neurodegenerationP20AG093975 · NIA · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI KIOUMOURTZOGLOU, MARIANTHI-ANNA · 2024 to 2025
$2.8M
Air Particulate Pollution and Stress: Effects and Mechanisms for Long-term Maternal Obesity RisksR01ES032242 · NIEHS · ICAHN SCHOOL OF MEDICINE AT MOUNT SINAI · PI COLICINO, ELENA, WU, HAOTIAN · 2020 to 2024
$2.2M
Novel Assessments of the Health Impacts of Tropical CyclonesR00ES033742 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PARKS, ROBBIE M · 2023 to 2025
$911k
Establishing a unified evaluation and implementation framework to inform heat-health warning systemsK01ES036202 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI WU, XIAO · 2025 to 2025
$158k
NIA NIH HHS P20 AG093975NIEHS NIH HHS K01 ES036202NIEHS NIH HHS P30 ES009089NIEHS NIH HHS R00 ES033742NIEHS NIH HHS R01 ES032242NINDS NIH HHS RF1 NS144268
6 · The paper itself

Abstract

Tropical cyclones pose a substantial threat to the health and welfare of communities across the United States. While existing research has focused primarily on the short-term impacts of tropical cyclones, typically within days or months after exposure, there remains a gap in understanding their long-term effects on the socioeconomic and demographic composition of communities-a crucial factor in measuring community resilience and recovery. In this study, we conducted a synthetic control analysis using data from all tropical cyclones that occurred in the United States during 2005-2018. We provide evidence that social vulnerability initially increased after tropical cyclones, but exposed regions recovered over time and became less socially vulnerable in the long term. For exposed regions, the social vulnerability index (SVI) increased by 2.4% (95% confidence interval (CI), 0.7%-4.1%) in the year after tropical cyclones, and persisted at elevated levels for at least 5 years. However, SVI decreased over time and, 12 years after exposure, fell even lower than expected in the absence of a tropical cyclone, decreasing to -1.0% (95% CI, -1.9%-0.0%). Our study suggests that this long-term trend may reflect post-cyclone gentrification, where vulnerable communities are displaced and replaced by more affluent, less vulnerable populations.

Indexed as

internal migrationpost‐disaster gentrificationsocial vulnerabilitysynthetic control methodstropical cyclones

Identifiers

PMID42502261
PMCPMC13400701

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.