Evidence map›Paper›PMID 39865259›Full record

ArticleBMC pulmonary medicine2025

Risk factors for disease progression and clinical outcomes in patients with COVID-19 in Taiwan: a nationwide population-based cohort study.

Raymond N Kuo, Wanchi Chen, Wen-Yi Shau

Abstract read
In one paragraph

Article in BMC pulmonary medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

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2 · The registry

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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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

3 authors.

Raymond N KuoInstitute of Health Policy and Management, College of Public Health, National Taiwan University, 632R, No.17, Syujhou Rd., Taipei City 100, Taiwan. nckuo@ntu.edu.tw.
Wanchi ChenInstitute of Health Policy and Management, College of Public Health, National Taiwan University, 632R, No.17, Syujhou Rd., Taipei City 100, Taiwan.
Wen-Yi ShauGraduate Institute of Clinical Medicine, College of Medicine, National Taiwan University, Taipei City, Taiwan.

Funding

National Science Council grants in Taiwan 110-2410-H-002 -115 -SS3Pfizer, Taiwan C4671061
6 · The paper itself

Abstract

backgroundSince 2021, COVID-19 has had a substantial impact on global health and continues to contribute to serious health outcomes. In Taiwan, most research has focused on hospitalized patients or mortality cases, leaving important gaps in understanding the broader effects of the disease and identifying individuals at high risk. This study aims to investigate the risk factors for disease progression through a nationwide population-based cohort study on COVID-19 in Taiwan.

methodsThis study included 15,056 patients diagnosed with COVID-19 between January 1, 2021, and December 31, 2021, using the Taiwan National Health Insurance Research Database. Baseline and clinical characteristics were collected to verify the association with progression to severity outcomes, including hospital admission, intensive care unit (ICU) admission, invasive ventilatory support, fatal outcome, and the composite outcome of these four events. Patients were observed for 30 days for disease progression. Multivariable logistic regression models were used to calculate odd ratios and 95% confidence intervals (CIs) for each outcome, adjusting for age, sex, region, risk factors, and vaccination status.

resultsOverall, 8,169 patients diagnosed during outpatient visits and 6,887 patients diagnosed during hospitalization were analyzed. Adjusting for age, sex, region, risk factors, and vaccination status, elderly patients had higher risks of hospital admission, ICU admission, invasive ventilatory support, fatal outcome, and composite outcome. Specifically, the risk of the fatal outcome was significantly higher for patients aged 75-84 (odds ratio: 6.11, 95% CI: 4.75-7.87) and those aged 85 years and older (12.70, 9.48-17.02). Patients with cardiovascular disease exhibited higher risks of hospital admission (1.60, 1.31-1.96), ICU admission (1.52, 1.31-1.78), invasive ventilatory support (1.57, 1.26-1.96), and fatal outcomes (1.26, 1.03-1.54) and the composite outcome (1.66, 1.20-1.54). Diabetes mellitus was identified as a significant risk factor for all clinical outcomes (hospital admission: 1.89, 1.53-2.35; ICU admission: 1.53, 1.30-1.79; invasive ventilatory support: 1.27, 1.01-1.60; the composite outcome: 1.45, 1.28-1.66), except for the fatal outcome.

conclusionsThis study indicated the impact of sex, age, and risk factors on the clinical outcomes of COVID-19 patients in Taiwan. Elderly patients and those with cardiovascular disease or diabetes mellitus had higher risks for severe outcomes, including hospitalization, ICU admission, invasive ventilatory support, and mortality. These findings can provide evidence for a better understanding of risk factors for disease progression and inform targeted intervention.

Indexed as

COVID-19AdultAgedAged, 80 and overCohort StudiesComorbidityDisease ProgressionFemaleHospitalizationHumansIntensive Care UnitsMaleMiddle AgedRespiration, ArtificialRisk FactorsSARS-CoV-2COVID-19OutcomesRisk factorsSeverityTaiwan

Identifiers

PMID39865259
PMCPMC11765924

What Socratic holds

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LicenceCC BY
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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 Socratic graph.