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Accepted for/Published in: JMIR Formative Research

Date Submitted: Jul 7, 2025
Date Accepted: Nov 27, 2025

The final, peer-reviewed published version of this preprint can be found here:

An Ecological Momentary Assessment Protocol to Measure Stress, Socialization, and Other Contributors to Smoking Behaviors Among LGBTQ+ Adolescents: Multimethod Evaluation of Feasibility, Acceptability, and Appropriateness From the Puff Break Research Study

Salgin L, Kellogg D, Edusada I, Lim AC, Velasquez A, Helm J, Blashill AJ, Myers M, Jun HJ, Calzo JP

An Ecological Momentary Assessment Protocol to Measure Stress, Socialization, and Other Contributors to Smoking Behaviors Among LGBTQ+ Adolescents: Multimethod Evaluation of Feasibility, Acceptability, and Appropriateness From the Puff Break Research Study

JMIR Form Res 2026;10:e79957

DOI: 10.2196/79957

PMID: 41564333

PMCID: 12822863

An Ecological Momentary Assessment Protocol to Measure Stress, Socialization, and Other Contributors to Smoking Behaviors among LGBTQ+ Adolescents: Evaluation of Feasibility, Acceptability, and Appropriateness from the Puff Break Research Study

  • Linda Salgin; 
  • Daniel Kellogg; 
  • Irish Edusada; 
  • Andy C Lim; 
  • Amanda Velasquez; 
  • Jonathan Helm; 
  • Aaron J Blashill; 
  • Mark Myers; 
  • Hee-Jin Jun; 
  • Jerel P Calzo

ABSTRACT

Background:

Smartphone-based ecological momentary assessment (EMA) methods highlight the impact of minority stress and socialization (eg, discrimination, social support) on smoking behaviors in LGBTQ+ adults, however studies among LGBTQ+ adolescents are limited.

Objective:

The Puff Break EMA protocol was developed to address this gap. The purpose of this study is to report on the acceptability and feasibility of the Puff Break protocol.

Methods:

Participants who reported tobacco/nicotine or cannabis product use within the last 30 days engaged in a two-week EMA trial, receiving five daily assessments measuring tobacco, nicotine and cannabis use, stress and socialization, and product craving. Post trial, participants completed a 15-minute exit survey and 60 minute semi-structured exit interview. The exit survey was adapted from the 12-item Weiner (2017) Acceptability, Appropriateness, and Feasibility measures and 6-item Mobile Application Rating Scale (MARS), App Specific Subscale (Terhost, 2020) and also included 7 open-ended responses. The exit interview focused on a review of participant’s data to help understand smoking patterns and experiences with the EMA protocol along with questions guided by the Reach, Effectiveness, Adoption, Implementation, and Maintenance framework (Glasgow et al., 2019) to understand how a future EMA mobile intervention aimed at monitoring and reducing tobacco, nicotine, and cannabis product use could effectively be disseminated to, accessed by, and implemented with LGBTQ+ adolescents. Lastly, lessons learned were obtained through feedback and data collected throughout the study.

Results:

Fifty adolescents between the ages of 15-19 (M=17.82, SD=1.19) were enrolled in the study August 2023 and July 2024. Participants predominantly reported using vaporized tobacco and nicotine products (94.0%), followed by cannabis products (78%). The study sample was diverse regarding sexual orientation and gender identities with 32% identifying as gay or lesbian, 32% bisexual or pansexual, and 14% transgender (neither transmasculine nor transfeminine). The median EMA response rate was 75%. Results indicated high feasibility (M=4.43), acceptability (M=4.15), and appropriateness (M=4.46), of the EMA method. The MARS subscale also indicated high acceptability and feasibility for the EMA method to increase knowledge, awareness, and intentions to monitor tobacco/nicotine use (M=4.14). Triangulated results from closed and open-ended survey responses identified 5 key themes related to feasibility, acceptability, and appropriateness. Participants highlighted the ease of the EMA tool, prompt survey reminders, and increased product use awareness. Key feedback from exit interviews included increased flexibility for survey timing, better response-option alignment, and appropriate only for populations interested in monitoring or reducing their product use.

Conclusions:

Findings indicate that using EMA methods to understand the impact of stress and socialization experiences on smoking behaviors in LGBTQ+ adolescents are feasible, appropriate, and acceptable. Clinical Trial: Not Applicable


 Citation

Please cite as:

Salgin L, Kellogg D, Edusada I, Lim AC, Velasquez A, Helm J, Blashill AJ, Myers M, Jun HJ, Calzo JP

An Ecological Momentary Assessment Protocol to Measure Stress, Socialization, and Other Contributors to Smoking Behaviors Among LGBTQ+ Adolescents: Multimethod Evaluation of Feasibility, Acceptability, and Appropriateness From the Puff Break Research Study

JMIR Form Res 2026;10:e79957

DOI: 10.2196/79957

PMID: 41564333

PMCID: 12822863

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