Evidence map›Paper›PMID 41213091›Full record

ArticleJMIR formative research2025

Digital Smoking Cessation Preferences of Predominately Low-Income and Latino Residents of the San Joaquin Valley in California: Qualitative Study.

Karla D Llanes, Maya Vijayaraghavan, Sara Schneider, Pamela M Ling, Evi Hernandez, Paul Brunetta, Anna V Song, Arturo Durazo

Abstract read
In one paragraph

Article in JMIR formative research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

8 authors.

Karla D LlanesCenter for Tobacco Control Research and Education, University of California San Francisco, San Francisco, CA, United States.ORCID 0000-0002-0005-7299
Maya VijayaraghavanCenter for Tobacco Control Research and Education, University of California San Francisco, San Francisco, CA, United States.ORCID 0000-0002-3747-984X
Sara SchneiderNicotine and Cannabis Policy Center, Health Sciences Research Institute, University of California Merced, Merced, CA, United States.ORCID 0000-0001-7168-8349
Pamela M LingCenter for Tobacco Control Research and Education, University of California San Francisco, San Francisco, CA, United States.ORCID 0000-0001-6166-9347
Evi HernandezCalifornia Health Collaborative, Fresno, CA, United States.ORCID 0009-0006-8139-7258
Paul BrunettaFontana Tobacco Treatment Center, University of California San Francisco, San Francisco, CA, United States.ORCID 0009-0001-8785-7343
Anna V SongNicotine and Cannabis Policy Center, Health Sciences Research Institute, University of California Merced, Merced, CA, United States.ORCID 0000-0002-1874-3326
Arturo DurazoNicotine and Cannabis Policy Center, Health Sciences Research Institute, University of California Merced, Merced, CA, United States.ORCID 0000-0003-1373-1446

Funding

Postdoctoral training in tobacco controlR25CA113710 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GLANTZ, STANTON ARNOLD · 2006 to 2015
$5.4M
Postdoctoral training in tobacco controlT32CA113710 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI LING, PAMELA MAY · 2016 to 2020
$2.6M
Postdoctoral training in tobacco controlT32DA057216 · NIDA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Dorothy Elinor Apollonio, Pamela May Ling · 2023 to 2026
$2.0M
NCI NIH HHS R25 CA113710NCI NIH HHS T32 CA113710NIDA NIH HHS L60 DA061463NIDA NIH HHS T32 DA057216
6 · The paper itself

Abstract

Background: Although rates of tobacco use in California have declined overall, adults in the San Joaquin Valley (SJV), particularly Hispanic or Latinos ("Latinos"), have disproportionately high rates of tobacco use, tobacco-related illness, and mortality. Residents of the SJV also have limited access to cessation support services and need accessible, nonclinical alternatives. Given high smartphone use rates among Latinos and residents of rural communities, digital health tools may present an accessible approach to expand cessation support. Objective: This study explored tobacco use behaviors, cessation experiences, and views about digital cessation tools for tobacco cessation among SJV residents. The secondary objective was to assess the appeal, usability, and necessary adaptations of 2 existing digital smoking cessation tools-a smoking cessation app and a social media-based cessation intervention. Methods: Through an SJV-based academic-community partnership, we recruited 29 predominantly Latino adults who reported current smoking. We conducted 4 focus group discussions to explore tobacco use and cessation experiences and preferences for smoking cessation tools: 1 in-person in English, 1 online in English, and 2 online in Spanish. Subsequently, 9 participants from the focus group discussions completed individual, in-depth interviews where they viewed videos describing 2 digital smoking cessation tools-a cessation app and a social media cessation intervention-to assess their appeal and usability. Focus groups and interviews were recorded, transcribed, and analyzed to identify themes. Results: Overall, 82.1% (23/28) had made a quit attempt in the past year, and most intended to quit smoking in the next 6 months, with 11.1% (3/27) never expecting to quit. Most participants were motivated to quit despite experiencing barriers, and they emphasized the need for culturally tailored digital cessation tools to help overcome the barriers to quitting smoking. They preferred interventions that integrated culturally relevant content reflecting lived experiences, featured language-concordant communications, and provided social supports, such as chat rooms for peer connection. Participants reported polyuse of tobacco with other substances, including cannabis, which may need to be addressed when delivering smoking cessation interventions. While participants appreciated the app's private interface and comprehensive curriculum, they preferred the social media-based program for its engaging design, despite privacy concerns. Preferences for specific interventions varied by age and digital literacy. Participants also expressed preference for material rewards to incentivize the use of digital health tools to quit smoking. Conclusions: This sample of predominantly Latino adults from the SJV expressed favorable interest in digital cessation support, yet existing tools require adaptation to improve cultural relevance, accessibility, usability, and privacy concerns. Participants emphasized language-concordant services, representation from people with lived experience, and community-building features. While digital interventions were well received, privacy concerns and digital literacy barriers must be addressed to enhance engagement.

Indexed as

Hispanic or LatinoPovertySmoking CessationAdultCaliforniaFemaleFocus GroupsHumansMaleMiddle AgedMobile ApplicationsQualitative ResearchSocial MediaTelemedicinedigital healthe-cigarette useHispanicLatinomHealthmobile phonesmokingsmoking cessation

Identifiers

PMID41213091
PMCPMC12599980

What Socratic holds

Textmetadata
LicenceCC BY
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.