Evidence map›Paper›PMID 41457697›Full record

ArticleJournal of diabetes investigation2026

The association between COVID-19 and incident gestational diabetes (GDM): A population-based case-control study of the National Health Insurance Research Database in Taiwan.

Liang-Yu Lin, Chi-Jen Chen, Mei-Huei Chen, Chun-Wei Chen, Pau-Chung Chen

Abstract read
In one paragraph

Article in Journal of diabetes investigation, 2026. 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. Review
  2. Article
  3. Article
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.

Liang-Yu LinInstitute of Environmental and Occupational Health Science, National Taiwan University, Taipei, Taiwan.ORCID https://orcid.org/0000-0003-4720-6738
Chi-Jen ChenInstitute of Epidemiology and Preventive Medicine, National Taiwan University, Taipei, Taiwan.
Mei-Huei ChenInstitute of Population Health Science, National Health Research Institutes, Zhunan, Taiwan.
Chun-Wei ChenNational Taiwan University Hospital Hsin-Chu Branch, Hsinchu, Taiwan.
Pau-Chung ChenInstitute of Environmental and Occupational Health Science, National Taiwan University, Taipei, Taiwan.

Funding

National Health Research Institutes NHRI-EM-113-GP-03National Health Research Institutes NHRI-EM-114-GP-03National Science and Technology Council NSTC 113-2314-B-002-316-National Science and Technology Council NSTC 114-2314-B-002-110-National Taiwan University NTU-NFG-113L7463National Taiwan University NTU-NFG-114L7406
6 · The paper itself

Abstract

backgroundReports suggested that diabetes could be a complication arising from COVID-19; however, the relationship between COVID-19 and the development of gestational diabetes mellitus (GDM) remains unclear.

objectivesThis study aimed to investigate the association between COVID-19 infections and the risk of incident GDM in pregnant women.

methodsWe analyzed data from Taiwan's National Health Insurance Research Database (NHIRD), which is linked to the Birth Reporting Database and the COVID-19 testing database between 2020 and 2022. A case-control study was conducted, matching pregnant women by age and region. We employed multivariable logistic regression, adjusting for matching factors and potential confounders. The findings were further validated through a sensitivity analysis using a cohort design with landmark analysis.

resultsThe study included 134,375 pregnant women, comprising 26,875 GDM cases and 107,500 matched controls. After adjusting for covariates, we found no evidence supporting an association between prior COVID-19 infection and incident GDM (adjusted odds ratio [aOR] = 0.95, 95% confidence interval [CI] = 0.89-1.01). Notably, some evidence showed that receiving at least one COVID-19 vaccination was associated with a decreased risk of GDM (aOR = 0.90, 95% CI = 0.87-0.93). These results remained consistent in the sensitivity analysis.

conclusionDespite COVID-19 now being endemic with less virulent variants, ongoing vigilance regarding potential pregnancy-related impacts of SARS-CoV-2 is essential. It is also critical to promote vaccination among women of childbearing age, and further research is necessary to explore COVID-19-related complications during pregnancy.

Indexed as

COVID-19Diabetes, GestationalPregnancy Complications, InfectiousAdultCase-Control StudiesDatabases, FactualFemaleHumansIncidenceNational Health ProgramsPregnancyRisk FactorsSARS-CoV-2TaiwanYoung AdultCOVID‐19electronic health recordsgestational diabeteslong COVID

Identifiers

PMID41457697
PMCPMC12950913

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.