Evidence map›Paper›PMID 39781024›Full record

ArticleInternational journal of disaster risk reduction : IJDRR2022

Flooding and emergency department visits: Effect modification by the CDC/ATSDR Social Vulnerability Index.

Balaji Ramesh, Meredith A Jagger, Benjamin Zaitchik, Korine N Kolivras, Samarth Swarup, Lauren Deanes, Elaine Hallisey, J Danielle Sharpe, Julia M Gohlke

Abstract read
In one paragraph

Article in International journal of disaster risk reduction : IJDRR, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing 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

11 citing papers in PubMed.

  1. Article
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  5. Residential natural hazard risk and mental health effects.American journal of epidemiology · 2025
    Article
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  7. Article
  8. Article
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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

9 authors.

Balaji RameshDepartment of Geography, Virginia Polytechnic Institute and State University, 238 Wallace Hall, Blacksburg, VA, 24061, USA.
Meredith A JaggerIndependent Consultant, Austin, TX, USA.
Benjamin ZaitchikMorton K. Blaustein Department of Earth and Planetary Sciences, Johns Hopkins University, 301 Olin Hall, 3400 N. Charles Street, Baltimore, MD, 21218, USA.
Korine N KolivrasDepartment of Geography, Virginia Polytechnic Institute and State University, 238 Wallace Hall, Blacksburg, VA, 24061, USA.
Samarth SwarupBiocomplexity Institute and Initiative, University of Virginia, P.O. Box 400298, Charlottesville, VA, 22904-4298, USA.
Lauren DeanesDepartment of Environmental Health and Engineering, Johns Hopkins Bloomberg School of Public Health, 615 N. Wolfe Street, Baltimore, MD, 21205, USA.
Elaine HalliseyCenters for Disease Control and Prevention/Agency for Toxic Substances and Disease Registry, 4770 Buford Hwy, NE (MS F59), Atlanta, GA, 30341-3717, USA.
J Danielle SharpeCenters for Disease Control and Prevention/Agency for Toxic Substances and Disease Registry, 4770 Buford Hwy, NE (MS F59), Atlanta, GA, 30341-3717, USA.
Julia M GohlkeDepartment of Population Health Sciences, Virginia Polytechnic Institute and State University, 205 Duck Pond Dr., Blacksburg, VA, 24060, USA.

Funding

Intramural CDC HHS CC999999
6 · The paper itself

Abstract

The Centers for Disease Control and Prevention (CDC)/Agency for Toxic Substances and Disease Registry (ATSDR) Social Vulnerability Index (SVI) is a census-based metric that includes 15 socioeconomic and demographic factors split into four themes relevant to disaster planning, response, and recovery. Using CDC/ATSDR SVI, health outcomes, and remote sensing data, we sought to understand the differences in the occurrence of overall and cause-specific emergency department (ED) visits before and after a 2017 flood event in Texas following Hurricane Harvey, modified by different levels of social vulnerability. We used a controlled before-after study design to estimate the association between flooding and overall and cause-specific ED visits after adjusting for the baseline period, seasonal trends, and individual-level characteristics. We estimated rate ratios stratified by CDC/ATSDR SVI quartiles (overall and 4 themes separately) and tested for the presence of effect modification. Positive effect modification was found such that total ED visits from flooded census tracts with moderate, high, and very high levels of social vulnerability were less reduced compared to tracts with the least vulnerability during flooding and the month following the flood event. The CDC/ATSDR SVI socioeconomic status theme, household composition and disability theme, and housing and transportation type theme explained this result. We found predominantly negative effect modification with higher ED visits among tracts with the least vulnerability for ED visits related to insect bites, dehydration, and intestinal infectious diseases.

Indexed as

CDC/ATSDR Social vulnerability indexEarth observationEffect modificationEmergency department visitFlood and healthHurricane Harvey

Identifiers

PMID39781024
PMCPMC11708774

What OpenQuestion holds

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Registered trials

None linked

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.