Reproducible smoker’s paradox in COVID-19 - comparative evidence from Swedish and Norwegian cohorts

Abstract Literature on the impact of smoking on COVID-19 has been inconsistent, and the association remains incompletely understood. To assess the effect of smoking on COVID-19 outcomes using different data sources. We analyzed two cohorts with detailed smoking information linked to COVID-19: a cohort defined from Swedish chronic disease registers (airway disease, heart failure, cardiac disease, and diabetes) and a general population cohort from Norway. Participants with smoking information from 2019 (registers) or 2017–2019 (general population) were included and classified as never, former or current smokers. Adjusted Cox models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CI) for COVID-19 outcomes from January 2020 to December 2022. The chronic disease register cohort included 506,745 individuals, and the general population cohort 155,333. Current smokers were the smallest group (13% and 11%), and never-smokers the largest (55% and 46%), in the two cohorts, respectively. Compared with never-smokers, current smokers had lower hazards of non-fatal COVID-19 events. For COVID-19 infection, HRs were 0.75 [CI: 0.73–0.77] in the chronic disease register cohort and for diagnosis 0.93 [0.91–0.96] in the general population cohort; for hospitalization, the HR was 0.88 [0.84–0.93] in the chronic disease register cohort. However, current smokers had higher hazards of COVID-19 death in both cohorts, although CIs included the null. Former smokers had clearly elevated hazards for most outcomes across both cohorts. While paradoxical inverse associations were observed for COVID-19 infection and hospitalization, current smokers consistently exhibited higher HR estimates for COVID-19 death across cohorts, although the confidence intervals were wide and included the null value.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2026-10-13
DOI
https://doi.org/10.1038/s41598-026-71946-9
Primary Topic
COVID-19 Clinical Research Studies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Reproducible smoker’s paradox in COVID-19 - comparative evidence from Swedish and Norwegian cohorts

Lowie E.G.W. Vanfleteren, Fredrik Nyberg, Brian Kibiwott Kirui, Sigrid Anna Aalberg Vikjord et al.
Scientific Reports
COVID-19 Clinical Research Studies
article

Reproducible smoker’s paradox in COVID-19 - comparative evidence from Swedish and Norwegian cohorts

Lowie E.G.W. Vanfleteren, Fredrik Nyberg, Brian Kibiwott Kirui, Sigrid Anna Aalberg Vikjord, Huiqi Li
article en

Abstract

Abstract Literature on the impact of smoking on COVID-19 has been inconsistent, and the association remains incompletely understood. To assess the effect of smoking on COVID-19 outcomes using different data sources. We analyzed two cohorts with detailed smoking information linked to COVID-19: a cohort defined from Swedish chronic disease registers (airway disease, heart failure, cardiac disease, and diabetes) and a general population cohort from Norway. Participants with smoking information from 2019 (registers) or 2017–2019 (general population) were included and classified as never, former or current smokers. Adjusted Cox models were used to estimate hazard ratios (HRs) and 95% confidence intervals (CI) for COVID-19 outcomes from January 2020 to December 2022. The chronic disease register cohort included 506,745 individuals, and the general population cohort 155,333. Current smokers were the smallest group (13% and 11%), and never-smokers the largest (55% and 46%), in the two cohorts, respectively. Compared with never-smokers, current smokers had lower hazards of non-fatal COVID-19 events. For COVID-19 infection, HRs were 0.75 [CI: 0.73–0.77] in the chronic disease register cohort and for diagnosis 0.93 [0.91–0.96] in the general population cohort; for hospitalization, the HR was 0.88 [0.84–0.93] in the chronic disease register cohort. However, current smokers had higher hazards of COVID-19 death in both cohorts, although CIs included the null. Former smokers had clearly elevated hazards for most outcomes across both cohorts. While paradoxical inverse associations were observed for COVID-19 infection and hospitalization, current smokers consistently exhibited higher HR estimates for COVID-19 death across cohorts, although the confidence intervals were wide and included the null value.

Scientific ReportsVol. 16(1)
Norwegian University of Science and Technology (NO), Sahlgrenska University Hospital (SE), Ghent University Hospital (BE), University of Gothenburg (SE)
Svenska Forskningsrådet Formas, Hjärt-Lungfonden, Göteborgs Universitet, Forskningsrådet om Hälsa, Arbetsliv och Välfärd
Openalex Percentile: Top 12%
COVID-19 Clinical Research Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.