Abstract
Background: Earlier studies have suggested that SARS-CoV-2 infection increases the risk of subsequently developing diabetes. However, reports are more limited and inconsistent for infection with the Omicron variant and how COVID-19 vaccination may alter the risks. Methods: A population-based, matched cohort study was conducted by using linked registry data. Individuals aged ≥16years diagnosed with COVID-19 between 15 December 2021 and 31 December 2022 were matched to those without COVID-19 by age, sex, and COVID-19 vaccine recency. Cause-specific Cox models were used to estimate the association between COVID-19 and the initiation of diabetes treatment, adjusting for relevant demographic, healthcare-utilization, and health-related factors. Negative control outcomes were assessed. Results: Among 5736501 matched pairs with and without COVID-19, followed for a median of 200days, 45816 initiated diabetes treatment. Compared with those without COVID-19, individuals with COVID-19 had a 14% higher risk of subsequently initiating diabetes treatment [adjusted hazard ratio (aHR) 1.14; 95% confidence interval (CI) 1.12; 1.17]. The risk was higher for those who had received up to two COVID-19 vaccine doses compared with those who had received a booster within the last 90days (aHR 1.22; 95% CI 1.18, 1.25 vs aHR 1.08; 95% CI 1.04, 1.12). Similar associations were observed between COVID-19 and negative control outcomes while the incidence patterns differed. Conclusion: While we observed a small increased risk of diabetes following SARS-CoV-2 infection during the Omicron-dominant period, the true causal effect could be small or even null given the potential unmeasured confounding and detection bias. Future research on post-acute COVID-19 outcomes should consider including negative control outcomes to better detect potential biases.
| Original language | English |
|---|---|
| Article number | dyag009 |
| Journal | International Journal of Epidemiology |
| Volume | 55 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - 1 Apr 2026 |
| Externally published | Yes |
Bibliographical note
Publisher Copyright:© The Author(s) 2026. Published by Oxford University Press on behalf of the International Epidemiological Association. All rights reserved.
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 3 Good Health and Well-being
Keywords
- COVID-19 vaccines
- Post-COVID-19 condition
- SARS-CoV-2
- diabetes
- negative control outcomes
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