Evidence map›Paper›PMID 42155124›Full record

ArticleJMIR formative research2026

Mobile App-Based Smoking Cessation in Hispanic or Latino Adults: Culturally Tailored Spanish-Language Formative App Development Study.

Ursula Martinez, Christine Vinci, Paula Hernandez, Marilyn Horta, Rebecca Blackwell, Thomas H Brandon, Vani N Simmons

Abstract read
In one paragraph

Article in JMIR formative research, 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

7 authors.

Ursula MartinezDepartment of Family and Preventive Medicine, University of Utah, 310 Wakara Way, Suite 1100, Salt Lake City, UT, 84108, United States, 1 801-213-2103.ORCID 0000-0002-4212-5851
Christine VinciDepartment of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, United States.ORCID 0000-0001-8883-0989
Paula HernandezDepartment of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, United States.ORCID 0009-0005-2919-0893
Marilyn HortaDepartment of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, United States.ORCID 0000-0003-3731-4583
Rebecca BlackwellParticipant Research, Interventions, and Measurements (PRISM) Core, Moffitt Cancer Center, Tampa, FL, United States.ORCID 0000-0003-2963-2303
Thomas H BrandonDepartment of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, United States.ORCID 0000-0003-1559-5679
Vani N SimmonsDepartment of Health Outcomes and Behavior, Moffitt Cancer Center, Tampa, FL, United States.ORCID 0000-0002-4381-5336

Funding

TRANSLATIONAL RESEARCHP30CA076292 · NCI · UNIVERSITY OF SOUTH FLORIDA · PI John L. Cleveland · 1998 to 2026
$93.5M
Libre Del Cigarrillo: Development of an mHealth Smoking Cessation App to Extend Reach of a Validated Smoking Cessation Intervention for Spanish-speaking SmokersR34CA297368 · NCI · H. LEE MOFFITT CANCER CTR & RES INST · PI Vani N Simmons · 2025 to 2026
$630k
Enhancing motivation to quit smoking via self-help intervention targeted to cancer type: A pilot RCTK22CA276255 · NCI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI Ursula Martinez Pradeda · 2024 to 2026
$583k
NCI NIH HHS K22 CA276255NCI NIH HHS P30 CA076292NCI NIH HHS R34 CA297368
6 · The paper itself

Abstract

Background: Despite the notable proliferation of smoking cessation mobile apps, to date, no validated, Spanish-language, culturally tailored mobile intervention exists for Spanish speakers in the United States. Objective: The aim of this study was to conduct formative research to inform the adaptation of an evidence-based smoking cessation intervention developed for Spanish-speaking Hispanic and Latino individuals from a printed format into a mobile app. Methods: Guided by a user-centered approach and in collaboration with product design industry experts, wireframes were developed to present the app's layout and functionality. Focus groups were conducted over Zoom (Zoom Communications) with Spanish-speaking individuals who currently smoke to assess their previous mobile app experience, attitudes toward mobile apps, and feedback on app architecture and design. Two independent reviewers (RB in collaboration with another member from the qualitative core) trained in qualitative methods coded the focus group data using a thematic analysis approach and identified emerging themes. Results: The app wireframes included 4 navigation buttons on the home screen to organize and deliver evidence-based intervention content-Home (Inicio), Learn (Aprende), My Coach (Mi Couch), and Profile (Perfil). Different wireframe designs were generated in distinct color palettes. Data saturation was reached after three focus groups. Participants were 54% (7/13) women, had a mean age of 56 (SD 14.9) years, 39% (5/13) had an education ≤high school, and 31% (4/13) were married or cohabitating. All participants smoked daily, a mean of 14 (SD 7.8) cigarettes per day, for 32 (SD 16.9) years, and 54% (7/13) smoked ≤30 minutes of waking. Participants reported using social media, news, shopping, and gaming apps, but few used mobile health apps. Salient barriers for app use included worries regarding privacy breaches and fears about misinformation. Desired features included community-building elements, personalization, reward badges, knowledge checks, and audiovisual presentation of content within the app. Participants disliked having a countdown to quit date, preferring an "I quit" button to initiate monitoring progress. They also viewed sharing progress with support networks as a source of unwanted pressure, although a few saw it as motivational. Overall, participants liked the app design and indicated willingness to use it. Conclusions: This formative research provides critical insights into preferences related to the development of culturally tailored mobile smoking cessation interventions for Spanish-speaking individuals. Key findings highlighted enthusiasm for a smoking cessation app and the importance of including features that foster social connection and allow for personalization.

Indexed as

Hispanic or LatinoMobile ApplicationsSmoking CessationAdultFemaleFocus GroupsHumansMaleMiddle AgedQualitative Researchdigital healthHispanic or Latinomobile applicationsmobile healthmobile phonesmoking cessation

Identifiers

PMID42155124
PMCPMC13186525

What OpenQuestion holds

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LicenceCC BY
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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.