Evidence map›Paper›PMID 35635960›Full record

ArticleEnvironment international2022

Ambient temperature and risk of urinary tract infection in California: A time-stratified case-crossover study using electronic health records.

Holly Elser, Sebastian T Rowland, Sara Y Tartof, Robbie M Parks, Katia Bruxvoort, Rachel Morello-Frosch, Sarah C Robinson, Alice R Pressman, Rong X Wei, Joan A Casey

Open access · goldAbstract read
In one paragraph

Article in Environment international, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed
3.1field-weighted citation impact, top 8% of its field
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

12 citing papers in PubMed, 21 citations in OpenAlex.

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  4. Measuring Spatial Social Polarization in Public Health Research: A Scoping Review of Methods and Applications.Journal of urban health : bulletin of the New York Academy of Medicine · 2025
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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

10 authors at 6 institutions in 1 country.

Holly ElserDepartment of Neurology, Hospital of the University of Pennsylvania, United States.
Sebastian T RowlandEnvironmental Health Sciences, Columbia Mailman School of Public Health, New York, NY, United States.
Sara Y TartofResearch & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States; Health Systems Science, Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, United States.
Robbie M ParksEnvironmental Health Sciences, Columbia Mailman School of Public Health, New York, NY, United States; Earth Institute, Columbia University, New York, NY, United States.
Katia BruxvoortResearch & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States; Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL, United States.
Rachel Morello-FroschDepartment of Environment, Science, Policy, and Managmeent, UC Berkeley, Berkeley, CA, United States; School of Public Helath, UC Berkeley, Berkeley, CA, United States.
Sarah C RobinsonSutter Health Center for Health Systems Research, Walnut Creek, CA, United States.
Alice R PressmanSutter Health Center for Health Systems Research, Walnut Creek, CA, United States; Department of Epidemiology and Biostatistics, UCSF, San Francisco, CA, United States.
Rong X WeiResearch & Evaluation, Kaiser Permanente Southern California, Pasadena, CA, United States.
Joan A CaseyEnvironmental Health Sciences, Columbia Mailman School of Public Health, 722 West 168th Street, Room 1206, New York, NY 212-304-5502, United States. Electronic address: jac2250@cumc.columbia.edu.
Kaiser Permanente · USColumbia University · USSutter Health · USBerkeley College · USEarth Island Institute · USHospital of the University of Pennsylvania · US

Funding

Antimicrobial resistant E. coli before and after California Senate bill 27 (ARES): a natural experimentR01AI130066 · NIAID · KAISER FOUNDATION RESEARCH INSTITUTE · PI TARTOF, SARA · 2017 to 2021
$3.8M
Novel Assessments of the Health Impacts of Tropical CyclonesR00ES033742 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PARKS, ROBBIE M · 2023 to 2025
$911k
Novel Assessments of the Health Impacts of Tropical CyclonesK99ES033742 · NIEHS · COLUMBIA UNIVERSITY HEALTH SCIENCES · PI PARKS, ROBBIE M · 2022 to 2023
$208k
NIAID NIH HHS R01 AI130066NIEHS NIH HHS K99 ES033742NIEHS NIH HHS R00 ES033742
6 · The paper itself

Abstract

backgroundIn the United States (US), urinary tract infections (UTI) lead to more than 10 million office visits each year. Temperature and season are potentially important risk factors for UTI, particularly in the context of climate change.

methodsWe examined the relationship between ambient temperature and outpatient UTI diagnoses among patients followed from 2015 to 2017 in two California healthcare systems: Kaiser Permanente Southern California (KPSC) and Sutter Health in Northern California. We identified UTI diagnoses in adult patients using diagnostic codes and laboratory records from electronic health records. We abstracted patient age, sex, season of diagnosis, and linked community-level Index of Concentration at the Extremes (ICE-I, a measure of wealth and poverty concentration) based on residential address. Daily county-level average ambient temperature was assembled from the Parameter-elevation Regressions on Independent Slopes Model (PRISM). We implemented distributed lag nonlinear models (DLNM) to assess the association between UTI and lagged daily temperatures. Main analyses were confined to women. In secondary analyses, we stratified by season, healthcare system, and community-level ICE-I.

resultsWe observed 787,186 UTI cases (89% among women). We observed a threshold association between ambient temperature and UTI among women: an increase in daily temperature from the 5th percentile (6.0 ˚C) to the mean (16.2 ˚C) was associated with a 3.2% (95% CI: 2.4, 3.9%) increase in same-day UTI diagnosis rate, whereas an increase from the mean to 95th percentile was associated with no change in UTI risk (0.0%, 95% CI: -0.7, 0.6%). In secondary analyses, we observed the clearest monotonic increase in the rate of UTI diagnosis with higher temperatures in the fall. Associations did not differ meaningfully by healthcare system or community-level ICE-I. Results were robust to alternate model specifications. DISCUSSION: Increasing temperature was related to higher rate of outpatient UTI, particularly in the shoulder seasons (spring, autumn).

Indexed as

Electronic Health RecordsUrinary Tract InfectionsAdultCaliforniaCross-Over StudiesFemaleHumansTemperatureUnited StatesCase-crossoverClimate changeElectronic health recordsTemperatureUrinary tract infections

Identifiers

PMID35635960
PMCPMC9233468
OpenAlexW4281250475

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

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.