Evidence map›Paper›PMID 42744469›Full record

ArticleJournal of safety research2026

Swimming pool-based assessment of drowning death risk in the Houston metropolitan region.

Ned Levine, Shaila Zaman, Linh Nguyen, Tessa Clemens, Briana Moreland, Elizabeth A Camp, Rohit P Shenoi

Abstract read
In one paragraph

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

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0citing papers in PubMed
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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

7 authors.

Ned LevineNed Levine & Associates, Houston, TX, United States of America. Electronic address: Ned@nedlevine.com.
Shaila ZamanDepartment of Pediatrics, Division of Emergency Medicine, Baylor College of Medicine, Houston, TX, United States of America. Electronic address: Shaila.zaman@bcm.edu.
Linh NguyenCenter for Population Health Management & Quality, Department of Healthcare Transformation Initiatives, The University of Texas Health Science Center at Houston, TX, United States of America. Electronic address: Linh.nguyen@uth.tmc.edu.
Tessa ClemensCDC Foundation, Atlanta, GA, United States of America. Electronic address: Tclemens@cdcfoundation.org.
Briana MorelandCDC Foundation, Atlanta, GA, United States of America. Electronic address: Bmoreland@cdcfoundation.org.
Elizabeth A CampDepartment of Pediatrics, Division of Emergency Medicine, Baylor College of Medicine, Houston, TX, United States of America. Electronic address: Eacamp@texaschildrens.org.
Rohit P ShenoiDepartment of Pediatrics, Division of Emergency Medicine, Baylor College of Medicine, Houston, TX, United States of America. Electronic address: Rshenoi@bcm.edu.

Funding

NCIPC CDC HHS U01 CE003504
6 · The paper itself

Abstract

backgroundPopulation-based drowning fatality rates inadequately measure drowning risk as they do not account for aquatic exposure. While surveys can estimate aquatic exposure at swimming pools, region-specific swimming pool counts provide an alternative measure since they are obtained from administrative databases.

methodSwimming pool drowning deaths for all ages in metropolitan Houston from 2016 to 2022 were documented from probabilistically linked data. The number and types of in-ground swimming pools were compiled using county tax records, pool inspections, written requests, and Internet search. Pool-adjusted fatal drowning risk was estimated by dividing the annualized number of drowning deaths by the total number of pools for each pool type. The race/ethnicity of pool ownership was estimated by block level data from drowning locations. Six decedent age groups were examined by pool type.

resultsOverall, 191,578 swimming pools were identified; single-family (96%), multi-family (3%), and other (<1%). Fatal drowning rates were significantly higher in multi-family pools than in single-family pools. For single-family pools, despite apparent greater block-level proportional pool ownership by persons of non-Hispanic White race/ethnicity, fatal drowning rates were highest for Black persons. Smaller racial/ethnic disparities in fatal drowning rates occurred at multi-family pools. Slight variations were observed in fatal drowning by age group and by pool type with young children having the highest fatal drowning rates for all pool types. PRACTICAL APPLICATIONS: Drowning countermeasures that target multi-family residential pools and ethnic groups at high risk for drowning are needed. Many pool practices of schools, colleges, and municipalities could be used for multi-family pools, especially having trained lifeguards and better closure during off-hours.

conclusionsAssessment of drowning burden based on the number and type of swimming pools provides a novel and practical measure of drowning risk. This can aid local drowning prevention efforts.

Indexed as

DrowningSwimming PoolsAdolescentAdultAgedChildChild, PreschoolFemaleHumansInfantMaleMiddle AgedRisk AssessmentTexasYoung AdultDisparitiesDrowning riskExposureGeomappingLand UseSwimming pools

Identifiers

PMID42744469
PMCPMC13637047

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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.