Evidence map›Paper›PMID 39939467›Full record

ArticleScientific reports2025

A regional analysis of healthcare utilization trends during consecutive disasters in puerto rico using private claims data.

Jim P Stimpson, Damaris Lopez Mercado, Alexandra C Rivera-González, Jonathan Purtle, Alexander N Ortega

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In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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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

3 citing papers in PubMed.

  1. 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

5 authors.

Jim P StimpsonUniversity of Texas Southwestern Medical Center, Peter O'Donnell Jr. School of Public Health, Dallas, TX, USA. James.Stimpson@UTSouthwestern.edu.
Damaris Lopez MercadoDrexel University, Dornsife School of Public Health, Philadelphia, PA, USA.
Alexandra C Rivera-GonzálezUniversity of California, Merced, School of Social Sciences, Humanities and Arts, Merced, CA, USA.
Jonathan PurtleNew York University, School of Global Public Health, New York, NY, USA.
Alexander N OrtegaUniversity of Hawai'i at Mānoa, Thompson School of Social Work and Public Health, Honolulu, HI, USA.

Funding

The Puerto Rico Healthcare System Before and After Three Public Health DisastersR01MD016426 · NIMHD · UNIVERSITY OF HAWAII AT MANOA · PI Ligia M. Chavez, Alexander N Ortega · 2022 to 2026
$3.3M
Psychiatric and substance use disorders in Puerto Rico before and after Hurricane MariaR01MD013866 · NIMHD · UNIVERSITY OF HAWAII AT MANOA · PI CANINO, GLORISA J, ORTEGA, ALEXANDER N · 2019 to 2023
$3.2M
NIH HHS R01MD016426NIMHD NIH HHS R01 MD013866NIMHD NIH HHS R01 MD016426
6 · The paper itself

Abstract

Puerto Rico has endured multiple natural disasters in recent years, including Hurricanes Irma and Maria (2017), earthquakes (2019), and the COVID-19 pandemic (2020), which placed significant strain on its healthcare system. This study examined trends in health care utilization for injuries, infectious diseases, and mental health services across Puerto Rico's health regions from 2016 to 2022. Using private claims data from four major insurers, we analyzed trends in health care utilization rates per 1,000 beneficiaries across seven health regions. Infectious disease claims rose significantly following each disaster, with the sharpest increases observed post-2020, particularly in the Caguas region. Mental health and substance use claims exhibited a consistent upward trend across all health regions, with Caguas and Ponce reporting the largest increases. Injury claims declined in 2020 but rebounded in most regions by 2021, with Caguas consistently reporting the highest rates. These findings highlight the substantial and varied impacts of consecutive disasters on health care utilization in Puerto Rico, particularly for infectious diseases and mental health services. Notable regional disparities, such as higher utilization rates in Caguas, underscore the need for interventions to strengthen health system resilience and ensure equitable healthcare access in preparation for future disasters.

Indexed as

COVID-19DisastersPatient Acceptance of Health CareAdultCommunicable DiseasesCyclonic StormsFemaleHumansMaleMental Health ServicesMiddle AgedPandemicsPuerto RicoSARS-CoV-2DisastersHealth Care utilizationInfectionsInjuriesMental Health ServicesPuerto Rico

Identifiers

PMID39939467
PMCPMC11821862

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LicenceCC BY-NC-ND
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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.