Evidence map›Paper›PMID 40720825›Full record

Observational studyJournal of medical Internet research2025

Patient Portal Registrations at a Swiss Tertiary Referral Hospital Over the Course of the COVID-19 Pandemic: Retrospective Data Analysis.

Anita D Linke, Amanda Franklin-Ryan, Angela Horn, Patrick E Beeler, Balthasar L Hug

Abstract readObservational Study
In one paragraph

Observational study in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

5 authors.

Anita D Linke *Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.ORCID 0009-0006-5747-3126
Amanda Franklin-Ryan *Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.ORCID 0009-0009-4549-7560
Angela HornFaculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.ORCID 0009-0004-1200-0144
Patrick E BeelerCenter for Primary and Community Care, Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.ORCID 0000-0002-6097-2480
Balthasar L HugCenter for Primary and Community Care, Faculty of Health Sciences and Medicine, University of Lucerne, Lucerne, Switzerland.ORCID 0000-0003-4235-1995

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: To enhance patient empowerment, the Cantonal Hospital of Lucerne launched a patient portal (MyChart) in December 2019, granting patients access to their medical records, diagnoses, and laboratory results. Months later, the first COVID-19 case was reported in Switzerland, with the pandemic dramatically affecting health care services. Objective: This analysis aims to investigate how the pattern of patient portal registrations evolved during the pandemic, with reference to the spread of COVID-19, as well as local and federal policies. Methods: This retrospective observational study analyzed the distribution of patient portal registrations after its introduction at the study site from December 1, 2019, until July 31, 2022. The descriptive analysis included the 7-day mean of registrations, plotted alongside the number of administered COVID-19 tests and COVID-19 vaccinations. This was analyzed concerning predefined time periods and stratified by age and gender. Additionally, an interrupted time series analysis was conducted for the different time periods. Results: A total of 126,519 patients registered on the patient portal during the study period, with a slightly higher proportion of female patients (n=66,118, 52.3%) and 11.3% (n=14,259) being 65 years of age or older. The daily registration rate differed substantially over the course of the COVID-19 pandemic, whereby four peaks with >200 registrations per day were identified. The first and third peaks coincide with high COVID-19 testing rates in autumn 2020 and 2021, whereas the second and fourth peaks coincide with the release of the vaccine in spring 2021 and the booster at the end of 2021. These patterns are also reflected in the interrupted time-series analysis: for every transition from one period to the next, the immediate effect of the intervention (level change) is statistically significant with P<.05. Regarding patient portal users aged 65 years or older, only two major peaks in registrations can be identified which coincide with the release of the COVID-19 vaccine and booster. Conclusions: The COVID-19 pandemic, with its disease dynamics, including testing and vaccinations, seems to have influenced the number of patient portal registrations. In addition, it appears that patients aged 65 years or older predominantly registered for COVID-19 vaccines.

Indexed as

COVID-19Patient PortalsTertiary Care CentersAdolescentAdultAgedCOVID-19 VaccinesFemaleHumansMaleMiddle AgedPandemicsRetrospective StudiesSARS-CoV-2SwitzerlandYoung AdultCOVID-19 VaccinesageCOVID-19 pandemicelectronic patient portalEpic systemgenderMyChartpersonal health recordregistration patternregistration rate

Identifiers

PMID40720825
PMCPMC12303403

What Socratic holds

Textmetadata
LicenceCC BY
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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 Socratic graph.