Evidence map›Paper›PMID 40511319›Full record

ArticleAJPM focus2025

Hospital Utilization in Ambulatory Patients With COVID-19 With History of Tobacco Use.

Niharika Khanna, Carissa S Kwan, Elena N Klyushnenkova, Michael B Dark, Janaki Deepak

Abstract read
In one paragraph

Article in AJPM focus, 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.

Niharika KhannaDepartment of Family and Community Medicine, University of Maryland School of Medicine, Baltimore, Maryland.
Carissa S KwanDepartment of Family and Community Medicine, University of Maryland School of Medicine, Baltimore, Maryland.
Elena N KlyushnenkovaDepartment of Family and Community Medicine, University of Maryland School of Medicine, Baltimore, Maryland.
Michael B DarkDepartment of Family and Community Medicine, University of Maryland School of Medicine, Baltimore, Maryland.
Janaki DeepakDepartment of Medicine, Division of Pulmonary Medicine, University of Maryland School of Medicine, Baltimore, Maryland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Tobacco use is a risk factor for COVID-19 severity. This study explores an association between tobacco use and COVID-19-linked all-cause healthcare utilization in ambulatory patients. Methods: Among 49,588 University of Maryland Medical System patients who tested positive for COVID-19 between February 1, 2020, and October 31, 2021, 20,621 ambulatory patients at first presentation were analyzed using a cross-sectional study. A multinomial multivariable logistic regression model was used to test the impact of tobacco use on hospital and emergency department utilization, with COVID-19 severity, comorbid diagnoses, obesity, chronic steroid use, sex, race, age, and Social Vulnerability Index included as covariates. Results: Of the 20,621 patients, 2,030 (9.84%) were current users; 4,586 (22.24%) were former users; and 14,005 (67.92%) never used tobacco. A total of 16,518 (80.10%) patients remained ambulatory during their COVID-19 illness; 1,786 (8.66%) utilized the emergency department; and 2,317 (11.24%) were admitted to the hospital. Both former (AOR=1.286; 95% CI=1.132, 1.462; Conclusions: Tobacco users with COVID-19 are more likely to have increased healthcare utilization than never users, with current users more likely to use the emergency department and former users more likely to utilize the hospital. Ambulatory patients who use tobacco should receive closer COVID-19 quarantine management to prevent severe outcomes and healthcare overutilization.

Indexed as

ambulatoryCOVID-19healthcare utilizationsmokingtobacco

Identifiers

PMID40511319
PMCPMC12159436

What Socratic holds

Textmetadata
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.