Evidence map›Paper›PMID 34976615›Full record

ArticlePreventive medicine reports2021

Understanding health disparities affecting utilization of tobacco treatment in low-income patients in an urban health center in Southern California.

Jie Liu, Elizabeth Brighton, Aaron Tam, Job Godino, Kimberly C Brouwer, Charles Bart Smoot, Eva Matthews, Paloma Mohn, Carrie Kirby, Shu-Hong Zhu and 1 more

Open access · goldAbstract read
In one paragraph

Article in Preventive medicine reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
0.7field-weighted citation impact, top 31% of its field
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

6 citing papers in PubMed, 8 citations in OpenAlex.

  1. Article
  2. Addressing Tobacco Screening and Treatment Among Racially and Ethnically Minoritized Parents in Pediatric Clinics: Barriers and Facilitators.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    Article
  3. Article
  4. Article
  5. Article
  6. 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

11 authors at 2 institutions in 1 country.

Jie LiuFamily Health Centers of San Diego, United States.
Elizabeth BrightonDepartment of Family Medicine and Public Health, University of California, San Diego, United States.
Aaron TamFamily Health Centers of San Diego, United States.
Job GodinoFamily Health Centers of San Diego, United States.
Kimberly C BrouwerDepartment of Family Medicine and Public Health, University of California, San Diego, United States.
Charles Bart SmootFamily Health Centers of San Diego, United States.
Eva MatthewsFamily Health Centers of San Diego, United States.
Paloma MohnFamily Health Centers of San Diego, United States.
Carrie KirbyCancer Prevention & Control Program, Moores Cancer Center, University of California, San Diego, United States.
Shu-Hong ZhuCancer Prevention & Control Program, Moores Cancer Center, University of California, San Diego, United States.
David StrongDepartment of Family Medicine and Public Health, University of California, San Diego, United States.
Family Health Centers of San Diego · USUniversity of California, San Diego · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Tobacco use disproportionately affects low-income communities. Prevalence among patients in Federally Qualified Health Centers (FQHCs) is higher (29.3%) than the general population (20%). Little is known about the rates of referrals to cessation services and cessation pharmacotherapy practices in FQHCs. This study will examine referral and prescribing patterns based on patient characteristics at a large FQHC in Southern California. We conducted a retrospective analysis of EHR data from 2019. Patients who were ≥ 18 years old and had "tobacco use" as an active problem were included in analyses. We characterized the proportion of 1) those who were referred to California Smokers' Helpline (CSH), 2) referred to smoking cessation counseling (SCC) at the FQHC clinic, or 3) received pharmacotherapy. Associations of demographic characteristics and comorbidities with referral types and uptake of services were evaluated using mixed-effects multinomial and logistic regressions. Of the 20,119 tobacco users identified, 87% had some cessation intervention: 66% were advised to quit and given information to contact CSH, while 21% were referred to SCC. Patients were least likely to get referred to cessation services if they had more medical, psychiatric, or substance use comorbidities, were in the lowest income group, were uninsured or were Hispanic. Although EHR systems have enhanced the ease of screening, most patients do not receive more than brief advice to quit during a PCP visit. Most (70%) low-income smokers see their PCPs at least once a year, making FQHCs excellent settings to promote smoking cessation initiatives in low-income populations.

Indexed as

Federally qualified health centerPrimary careSmoking cessationTobacco cessationUnderserved medicine

Identifiers

PMID34976615
PMCPMC8683857
OpenAlexW3197115404

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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 OpenQuestion graph.