Evidence map›Paper›PMID 40893199›Full record

ArticleFrontiers in public health2025

One size doesn't fit all: regional dynamics in pediatric emergency visits during the SARS-CoV-2 pandemic.

Michelle Seiler, Gregory Biland, Oliver Gruebner, Sergio Manzano, Gianluca Gualco, Marc Sidler, Ursula Laasner, Julia Dratva, Michael von Rhein

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. 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

9 authors.

Michelle SeilerUniversity Children's Hospital Zurich, University of Zurich, Zurich, Switzerland.
Gregory BilandDepartment of Geography, University of Zurich, Zurich, Switzerland.
Oliver GruebnerDepartment of Geography, University of Zurich, Zurich, Switzerland.
Sergio ManzanoDepartment of Pediatric Emergency Medicine, Geneva Children's Hospital, Geneva University Hospitals, and Faculty of Medicine, University of Geneva, Geneva, Switzerland.
Gianluca GualcoDepartment of Pediatric Emergency, Institute of Pediatrics of Southern Switzerland, Bellinzona, Switzerland.
Marc SidlerProfessional Association of Swiss Pediatricians in Private Practice, Dietikon, Switzerland.
Ursula LaasnerProfessional Association of Swiss Pediatricians in Private Practice, Winterthur, Switzerland.
Julia DratvaSchool of Health Science, ZHAW Zurich University of Applied Sciences, Winterthur, Switzerland.
Michael von RheinUniversity Children's Hospital Zurich, University of Zurich, Zurich, Switzerland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background and aims: The Swiss government implemented lockdown measures during the COVID-19 pandemic to contain outbreaks and prevent healthcare system overload. Emergency department (ED) visits were discouraged, leading to a decline in utilization, except for urgent cases. However, little is known about regional variations in pediatric ED use and spatial distribution patterns across Switzerland. This study aimed to analyze changes in pediatric ED catchment areas over time across three Swiss centers and explore implications for future healthcare crises. Methods: We conducted a retrospective, longitudinal cohort study at three tertiary pediatric EDs in Zurich, Bellinzona, and Geneva, covering different language regions. Data from March 2018 to February 2022 included daily pediatric ED visits, patient demographics, and postal codes. We categorized the timeline into pre-pandemic (before March 11, 2020), pandemic (March 11, 2020 - March 22, 2021), and post-pandemic (after March 22, 2021) phases. Travel distances were analyzed using driving distance matrices along the Swiss road network, and geovisualization techniques were applied to illustrate regional variations and policy impacts. Results: Among 294,409 recorded ED visits (158,643 in Zurich, 32,332 in Bellinzona, 103,434 in Geneva), ED visits declined by approximately 50% during the lockdown. Before the pandemic, patients living closer to hospitals visited more frequently. During the pandemic, the decline was most pronounced among nearby residents, while post-pandemic utilization shifted toward patients living farther away. Regional differences were observed: travel distances remained stable in Zurich; in Bellinzona, they increased by nearly 11%; and decreased by 3% in Geneva. Conclusion: The pandemic significantly influenced pediatric ED utilization in Switzerland, with long-term shifts in healthcare-seeking behavior. Despite uniform national regulations, utilization patterns varied across language regions, suggesting multifactorial influences. Geographic visualization provided insights into catchment area changes, offering a valuable tool for healthcare planning. These findings highlight the need for region-specific strategies in future healthcare crises, and our approach can be applied to other Swiss regions and similar global settings.

Indexed as

COVID-19Emergency Service, HospitalAdolescentChildChild, PreschoolFemaleHumansInfantLongitudinal StudiesMalePandemicsRetrospective StudiesSARS-CoV-2Switzerlandemergency departmentshealth geographypediatricregional dynamicsSARS-CoV-2 pandemic

Identifiers

PMID40893199
PMCPMC12391109

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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.