Evidence map›Paper›PMID 40965202›Full record

ArticleJMIR human factors2025

Applying Human-Centered Design to Develop Smartphone-Based Intervention Messages to Help Young Adults Quit Using E-Cigarettes and Cigarettes: A Remote User Testing Study.

Thi Phuong Thao Tran, Christine Tran, Pamela M Ling, Lucy Popova, Nhung Nguyen

Abstract read
In one paragraph

Article in JMIR human factors, 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.

Thi Phuong Thao TranSchool of Public Health, Georgia State University, Atlanta, GA, United States.ORCID http://orcid.org/0000-0003-4708-6027
Christine TranHEARTY lab, University of California San Francisco, San Francisco, CA, United States.ORCID http://orcid.org/0009-0009-3240-6105
Pamela M LingDivision of General Internal Medicine, Department of Medicine, University of California San Francisco, San Francisco, CA, United States.ORCID http://orcid.org/0000-0001-6166-9347
Lucy PopovaSchool of Public Health, Georgia State University, Atlanta, GA, United States.ORCID http://orcid.org/0000-0002-3450-4579
Nhung NguyenHEARTY lab, University of California San Francisco, San Francisco, CA, United States.ORCID http://orcid.org/0000-0002-8661-9597

Funding

Clinical and Translational Science InstituteUL1TR001872 · NCATS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI COLLARD, HAROLD R, JACOBY, VANESSA · 2016 to 2025
$112.1M
Developing a smartphone-based intervention targeting high-risk situations of nicotine vaping among young adultsK01DA056693 · NIDA · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI Nhung Nguyen · 2024 to 2026
$575k
NCATS NIH HHS UL1 TR001872NIDA NIH HHS K01 DA056693
6 · The paper itself

Abstract

Background: Despite the popularity of concurrent use of electronic cigarettes (e-cigarettes) and cigarettes (dual tobacco use) among young adults, few interventions address the cessation of both tobacco products. The application of a human-centered design (HCD) approach in the development of such interventions remains limited. Objective: This study used an HCD approach to develop smartphone-based intervention messages for dual tobacco cessation for young adults. Methods: Intervention messages were developed based on theories, cessation guidelines, existing messages, and our previous formative study. Three rounds of message testing were conducted asynchronously via an online platform with 35 young adults (18-29 years old) who currently used both e-cigarettes and cigarettes and were motivated to quit either smoking or vaping in the next 6 months. In each round, a new sample of 10-12 participants evaluated the messages individually. For the quantitative assessment, participants viewed and rated each message on a scale from 1 ("very low degree") to 5 ("very high degree") across 4 components: Comprehension ("This message is easy to understand"), Usefulness ("This message is useful for encouraging tobacco cessation"), Tone ("The language is clear and non-judgmental"), and Design ("The design is appealing"). For the qualitative assessment, participants used a platform-enabled feature to place markers on specific parts of messages they liked, disliked, or found confusing and then provided brief explanations for their feedback. Initial messages were assessed during the first 2 rounds of testing, and those with low mean scores were revised based on participants' feedback and retested in the third round. Results: We found significant improvements in message ratings after refinement. The overall mean score increased from 3.6 (SD 0.4) to 4.6 (SD 0.2) (P<.001), using paired t tests. Specifically, the mean score of "Comprehension" improved from 4.0 (SD 0.5) to 4.9 (SD 0.2) (P<.001), the mean score of "Usefulness" increased from 3.0 (SD 0.6) to 4.4 (SD 0.4) (P<.001), the mean score of "Tone" increased from 3.8 (SD 0.6) to 4.8 (SD 0.2) (P<.001), and the mean score of "Design" increased from 3.4 (SD 0.48) to 4.4 (SD 0.3) (P<.001). The qualitative assessments highlighted design elements related to message liking, such as clear layout, minimalistic imagery, italicized quotes, and highlighted keywords. Conversely, design features related to message dislike included color shades, lengthy text, and confusing wording. Conclusions: This study demonstrated the use of HCD in developing smartphone-based intervention messages to support dual tobacco cessation among young adults. Integrating remote message testing improved the feasibility of rapid prototyping while enhancing the relevance and appeal of message content and design. Future interventions targeting emerging health behaviors among young adults may benefit from incorporating a remote testing method to efficiently gather user feedback and refine intervention messages in a timely manner.

Indexed as

Electronic Nicotine Delivery SystemsSmartphoneSmoking CessationUser-Centered DesignAdolescentAdultFemaleHumansMaleVapingYoung Adultdual tobacco usehuman-centered designmHealthmobile healthsmartphone interventionsmokingtobacco cessationvapingyoung adults

Identifiers

PMID40965202
PMCPMC12445061

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.