Evidence map›Paper›PMID 41032200›Full record

Observational studyJournal of general internal medicine2026

Tobacco Use Assessment and Cessation Medication Orders Among Primary Care Patients by Ethnicity, Sex, and Acculturation Indicators.

Steffani R Bailey, Jun Hwang, Jennifer A Lucas, Kristin Lyon-Scott, Miguel Marino, Roopradha Datta, Ana R Quiñones, Brian Chan, John Heintzman

Abstract readObservational Study
In one paragraph

Observational study in Journal of general internal medicine, 2026. 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

9 authors.

Steffani R BaileyDepartment of Family Medicine, Oregon Health & Science University, Mailcode FM, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA. bailstef@ohsu.edu.ORCID 0000-0002-4482-8083
Jun HwangDepartment of Family Medicine, Oregon Health & Science University, Mailcode FM, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA.
Jennifer A LucasDepartment of Family Medicine, Oregon Health & Science University, Mailcode FM, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA.
Kristin Lyon-ScottOCHIN, Inc, Portland, OR, USA.
Miguel MarinoDepartment of Family Medicine, Oregon Health & Science University, Mailcode FM, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA.
Roopradha DattaDepartment of Family Medicine, Oregon Health & Science University, Mailcode FM, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA.
Ana R QuiñonesDepartment of Family Medicine, Oregon Health & Science University, Mailcode FM, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA.
Brian ChanOCHIN, Inc, Portland, OR, USA.
John HeintzmanDepartment of Family Medicine, Oregon Health & Science University, Mailcode FM, 3181 SW Sam Jackson Park Rd, Portland, OR, 97239, USA.

Funding

FRONTIERS: Foreign-Born Latinos Cancer ScreeningR01CA258464 · NCI · OREGON HEALTH & SCIENCE UNIVERSITY · PI HEINTZMAN, JOHN D. · 2022 to 2025
$2.2M
High Performance Computing and Machine Learning Infrastructure for Oregon Life SciencesS10OD034224 · OD · OREGON HEALTH & SCIENCE UNIVERSITY · PI ELLROTT, KYLE · 2023 to 2023
$2.0M
NCI NIH HHS R01 CA258464NIH HHS S10 OD034224
6 · The paper itself

Abstract

backgroundLung cancer is a leading cause of cancer death among Hispanic men and women in the United States. Smoking rates vary among Hispanic subgroups, with higher rates among those with indicators (e.g., language preference, nativity) of greater acculturation. It is recommended that clinicians ask about tobacco use and provide cessation treatment, as warranted. While studies in health care settings note disparities in tobacco-related care by ethnicity and acculturation proxies, we are unaware of studies that have evaluated these relationships among adult patients within community-based health care clinics (CHCs), key settings for provision of care for Hispanic patients.

objectiveTo examine rates of tobacco use assessment and cessation medication orders among Hispanic patients by language and nativity compared to non-Hispanic White patients in CHCs.

designRetrospective observational study using electronic health record (EHR) data. PATIENTS: 1,016,391 adult patients with ≥ 1 primary care visit to a study CHC between 9/1/2020-9/1/2022. MAIN OUTCOMES: Outcomes included tobacco use assessment and, among those identified as using tobacco, having a cessation medication ordered. The primary independent variable combined ethnicity and language preference, with sensitivity analyses combining ethnicity and nativity. We used separate generalized estimating equation regressions for each sex to estimate risk differences of each outcome by patient subgroups, adjusting for covariates. KEY

resultsCompared with non-Hispanic White patients, Spanish-preferring Hispanic males and females and English-preferring Hispanic males had higher rates of having tobacco use assessed (covariate-adjusted risk differences [aRD] = 2.23%, 95% CI = 1.78%-2.69%; 1.74%, 95% CI = 1.35%-2.14%; 0.41%, 95% CI = 0.12%-0.70%, respectively). Ethnicity/nativity analyses found higher rates of tobacco assessment among all Hispanic subgroups. Compared with non-Hispanic White patients, all Hispanic patient subgroups had lower rates of having a cessation medication ordered.

conclusionsEfforts are needed to inform, develop and test culturally-appropriate and patient-centered interventions for tobacco cessation among Hispanic patients.

Indexed as

AcculturationHispanic or LatinoSmoking CessationTobacco UseTobacco Use CessationAdultAgedFemaleHumansMaleMiddle AgedPrimary Health CareRetrospective StudiesSex FactorsUnited StatesWhiteacculturationethnicitylanguage preferencenativityprimary caretobacco

Identifiers

PMID41032200
PMCPMC13493682

What OpenQuestion holds

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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 OpenQuestion graph.