Evidence map›Paper›PMID 41296376›Full record

ArticleJAMA health forum2025

The 2025 Los Angeles Wildfires and Outpatient Acute Health Care Utilization.

Joan A Casey, Yuqian M Gu, Lara Schwarz, Timothy B Frankland, Lauren B Wilner, Heather McBrien, Nina M Flores, Arnab K Dey, Gina S Lee, Chen Chen and 2 more

Abstract read
In one paragraph

Article in JAMA health forum, 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

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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors.

Joan A CaseyDepartment of Environmental and Occupational Health Sciences, University of Washington School of Public Health, Seattle.
Yuqian M GuDepartment of Research & Evaluation, Kaiser Permanente Southern California.
Lara SchwarzDivision of Environmental Health Sciences, University of California, Berkeley School of Public Health.
Timothy B FranklandKaiser Permanente Hawaii Center for Integrated Health Care Research.
Lauren B WilnerDepartment of Epidemiology, University of Washington School of Public Health, Seattle.
Heather McBrienDepartment of Environmental Health Sciences, Columbia University School of Public Health.
Nina M FloresDepartment of Environmental Health Sciences, Columbia University School of Public Health.
Arnab K DeyScripps Institution of Oceanography, University of California, San Diego.
Gina S LeeDepartment of Research & Evaluation, Kaiser Permanente Southern California.
Chen ChenScripps Institution of Oceanography, University of California, San Diego.
Tarik BenmarhniaScripps Institution of Oceanography, University of California, San Diego.
Sara Y TartofDepartment of Research & Evaluation, Kaiser Permanente Southern California.

Funding

Assessing the impact of floods and federal policies on older adult mortality:leveraging Bayesian, quasi-experimental, and agent-based modelingtechniquesF31AG094267 · NIA · UNIVERSITY OF WASHINGTON · PI Lauren Blair Wilner · 2025 to 2026
$100k
NIA NIH HHS F31 AG094267
6 · The paper itself

Abstract

Importance: January 2025 brought devastating wildfires to Los Angeles (LA) County, California, causing poor air quality, destroying homes and businesses, and displacing thousands of people. Objective: To promptly determine if the January 2025 LA fires increased outpatient acute health care utilization. Design, Setting, and Participants: This cohort study assessed electronic health care records of 3.7 million members of Kaiser Permanente Southern California (KPSC) who met enrollment criteria. Of those, 305 258 were highly exposed and 1.4 million were moderately exposed. KPSC serves 4.7 million people across 10 counties. Analyses were conducted January-June 2025. Exposures: Highly exposed members were those who resided in a census tract within 20 km of burn zones, and moderately exposed members were those who resided in tracts that were 20 km or more miles from the burn zones but within LA County. The maximum wildfire burn zone reached by an LA or Ventura county wildfire by January 17, 2025 was used. Main Outcomes and Measures: Daily outpatient and virtual acute care visits in 5 categories: all-cause (or any medical reason), cardiovascular, injury, neuropsychiatric, and respiratory were identified and analyzed by a 2-stage interrupted time-series model using machine-learning algorithms to determine if and by how much the January 2025 LA fires increased outpatient acute health care utilization. Results: Across the week following the January 7 LA fires' ignition, there were excess visits from the 3.7 million study population (1.94 million women [52.2%], 1.77 million men [47.7%]; median age, 42 years [IQR, 21-62]; 11.5% Asian, 7.8% Black, 43.8% Hispanic, and 29% White). Virtual respiratory visits were 42% (95% empirical CI, 23%-60%) higher than expected in highly exposed groups and 36% (95% empirical CI, 19%-54%) higher than expected in moderately exposed groups. Similarly, the highly exposed and moderately exposed groups had 44% and 40% more than expected virtual cardiovascular visits, respectively, and 27% and 31% more than expected outpatient respiratory visits, respectively (n=2866 and n=5166 total excess visits). All-cause virtual care visits were also elevated in the moderately exposed group, potentially representing displaced in-person care. Among highly exposed members, outpatient and virtual injury visits and outpatient neuropsychiatric visits were 18% higher than expected on January 7. Extrapolating to all insured LA County residents, an excess of 15 792 cardiovascular and 18 489 respiratory virtual care visits and 27 903 respiratory outpatient visits was estimated during the week following ignition. Conclusions and Relevance: This cohort study observed substantial increases in acute health care utilization, especially virtual care-seeking following the LA fires. As disruptive climate events increase, such data are essential to inform health care preparedness and response.

Indexed as

Ambulatory CarePatient Acceptance of Health CareWildfiresAdolescentAdultAgedCohort StudiesFemaleHumansLos AngelesMaleMiddle AgedYoung Adult

Identifiers

PMID41296376
PMCPMC12658665

What OpenQuestion holds

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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.