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Testing the Impact of Smartphone-based Messaging to Support Young Adult Smoking Cessation

Testing the Impact of Smartphone-based Messaging to Support Young Adult Smoking Cessation

Status
Recruiting
Phases
Unknown
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT05836103
Enrollment
160
Registered
2023-05-01
Start date
2024-10-22
Completion date
2026-11-30
Last updated
2026-06-26

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Tobacco Cigarette Smoking

Brief summary

Clinical practice guidelines for smoking cessation emphasize cognitive behavioral therapy (CBT) to help patients develop coping strategies for urges. Mindfulness or Acceptance and Commitment Therapy (ACT) offer a different approach, which teaches smokers psychological flexibility through accepting negative experiences. While there is evidence for the efficacy of both CBT and Mindfulness/ACT smoking cessation interventions, it is unclear if these approaches are efficacious when implemented in real-time and with young adults. The overall goal of this proposal is to evaluate the efficacy of CBT and Mindfulness/ACT messages for young adults targeted at specific high-risk situations for smoking.

Detailed description

This research will address the following specific aims: Aim 1: To test CBT and Mindfulness/ACT intervention message efficacy for reducing momentary smoking urges (N=80). To inform just-in-time interventions, it is crucial to test if CBT and Mindfulness/ACT based messages can reduce momentary smoking urges. The investigators will conduct a micro-randomized trial (repeated within-subject randomizations of messages) to accomplish this. In line with the investigators' existing protocol, participants first collect Ecological Momentary Assessment (EMA) data for 14 days, allowing the investigators to determine high-risk situations for smoking. In the following intervention phase, participants receive tailored messages triggered by geofencing of participants' high-risk locations for a total of 30 days. Tailoring is based on established predictors of smoking relapse (stress and presence of other smokers). The micro-randomized trial tests the efficacy of CBT versus Mindfulness/ACT versus control messages for reducing smoking urge 15 minutes post message delivery. Secondary outcomes include smoking or other tobacco use (including e-cigarettes), affect, and stress. Aim 2: To test if exposure to urge reduction messages results in changes in smoking behavior over time compared to an EMA only control group (N=80). It is important to investigate if repeated messages in the micro-randomized trial impact smoking behavior over time, in contrast to just repeated assessment without messages. Thus, this study includes a conventionally randomized clinical-trial component. Parallel to the micro-randomized trial group, a control group completes EMA surveys only without intervention messages. This allows the investigators to test if messages reduce smoking behavior. The primary outcome is number of cigarettes per day at end of treatment, 3-, and 6-months follow-up. Secondary analyses explore biochemically verified 7-day point prevalence abstinence, switching to e-cigarettes, and other tobacco outcomes. Post-hoc dose-response analyses investigate the long-term efficacy of CBT or Mindfulness/ACT messages on smoking behavior. Aim 3: Explore moderation effects of substance co-use (cannabis, alcohol, other drugs) and exposure to specific location (home, work, bars) on urge reduction message efficacy. A crucial research question to inform future mobile interventions is how well intervention messages work in different situational contexts and when people are co-using other substances. Among intervention group participants, the investigators will explore how urge reduction message efficacy may be moderated by substance co-use and exposure to specific settings.

Interventions

Intervention messages in the proposed trial will address specific high-risk situations for smoking and smoking urges. Messages will focus on two key situational triggers for message matching: 1. Stress (high/low) and 2. Presence of other smokers (yes/no). For each situation, characterized by a combination of these characteristics, several messages were developed. To improve user engagement with the intervention, all messages contain visual content in form of pictures.

Sponsors

Johns Hopkins Bloomberg School of Public Health
Lead SponsorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
TREATMENT
Masking
NONE

Intervention model description

The investigators propose to test tailored smartphone-based messages to support young adults in quitting smoking. This study addresses 3 specific aims. For Aim 1, a micro-randomized trial (within-subject randomization) with 80 young adult smokers will investigate the efficacy of smoking cessation messages based on CBT and mindfulness/ACT for reducing smoking urge 15 minutes after message delivery. In Aim 2, a built-in and conventionally randomized EMA-only control group will allow us to test if intervention messages result in changes in smoking behavior over time. The primary outcome will be self-reported number of cigarettes per day at end of treatment, as well as 3- and 6-month follow-up. Aim 3 will explore moderation effects of substance co-use (cannabis, alcohol, other drugs) and exposure to specific locations (home, work, bars) on urge reduction message efficacy among intervention group participants.

Eligibility

Sex/Gender
ALL
Age
18 Years to 30 Years
Healthy volunteers
No

Inclusion criteria

1. live in the U.S. 2. read English; 3. are between 18 and 30 years of age; 4. own an iPhone or Android smartphone; 5. have smoked ≥100 cigarettes in their lives and currently smoke at least 3 cigarettes per day on 5 or more days of the week; 6. are planning to quit smoking within the next 30 days.

Exclusion criteria

* None

Design outcomes

Primary

MeasureTime frameDescription
Change in smoking urge as assessed by a single item15 minutes after message deliveryThe primary outcome will be change in participants' rating of smoking urge in EMA-post surveys, prompted 15 minutes after intervention message delivery, and controlling for the ratings in EMA-pre surveys. Urge will be assessed by a single item on a 5-point scale, ranging from 1 (very low) to 5 (very high).
Change in cigarettes smoked per day in past week as assessed by a single itemBaseline, 45-day, 3-month, and 6-month follow-upThe primary outcome will be change in self-reported number of cigarettes smoked per day in the past week from baseline to 45-day, 3-month, and 6-month follow-up.

Secondary

MeasureTime frameDescription
Smoking since intervention message delivery as assessed by a single item15 minutes after message delierySmoking in the 15 minutes after message delivery will be assessed by a single item on a binary response scale (yes/no).
Other tobacco product use since intervention message delivery as assessed by a single item15 minutes after message deliveryOther tobacco product use, including e-cigarette use, in the 15 minutes after message delivery will be assessed by a single item on a binary response scale (yes/no).
Change in stress as assessed by a single item15 minutes after message deliveryChange in rating of stress in EMA-post surveys, prompted 15 minutes after intervention message delivery, and controlling for the ratings in EMA-pre surveys. Stress will be assessed by a single item on a 5-point scale, ranging from 1 (very low) to 5 (very high).
Change in negative affect as assessed by a single item15 minutes after message deliveryChange in rating of negative affect in EMA-post surveys, prompted 15 minutes after intervention message delivery, and controlling for the ratings in EMA-pre surveys. Negative affect will be assessed by a single item on a 5-point scale, ranging from 1 (very low) to 5 (very high).
Message helpfulness as assessed by a single item15 minutes after message deliveryRating of message helpfulness in EMA-post surveys, prompted 15 minutes after intervention message delivery. This will be assessed by a single item on a 5-point scale, ranging from 1 (not at all helpful) to 5 (extremely helpful).
Activity completion as assessed by a single item15 minutes after message deliverySelf-reported completion of intervention message recommendation in EMA-post surveys, prompted 15 minutes after intervention message delivery will be assessed by a single item on a binary response scale (yes/no).
Self-reported 7-day point prevalence abstinence as assessed by a single item45-day follow-upSelf-reported 7-day point prevalence abstinence (no smoking, not even a puff) will be assessed by a single item on a binary response scale (yes/no).
Saliva-cotinine confirmed 7-day point prevalence abstinence45-day follow-upSaliva-cotinine confirmed 7-day point prevalence abstinence. This will be assessed using saliva test strips and photo confirmation.
Change in cigarettes smoked as assessed by a single itemBaseline, 45-day, 3-month, and 6-month follow-upChange (reduction) in cigarettes smoked by at least 50% between baseline and each follow-up timepoint. Reduction will be calculated based on self-reported number of cigarettes/day in the past week.
Tobacco quit attempt as a assessed by a single itemBaseline, 45-day, 3-month, and 6-month follow-upA tobacco quit attempt since last assessment will be assessed by a single item on a binary response scale (yes/no).
Change in frequency and intensity of smoking urges as assessed by two items of the Mood and Physical Symptoms Scale (MPSS)Baseline, 45-day, 3-month, and 6-month follow-upChange in frequency and intensity of smoking urges will be assessed by two craving items from the Assessed with the Mood and Physical Symptoms Scale (MPSS) - subscale MPSS(C). Both items will be assessed on a 6-point scale from 0 (not at all / no urges) to 5 (all the time / extremely strong). Both items will be combined into the MPSS(C) subscale for analysis.
Change in psychological flexibility as assessed by the CompACT-15Baseline, 45-day, 3-month, and 6-month follow-upChange in psychological flexibility from baseline to 45-day, 3-month, and 6-month follow-up will be assessed by the CompACT-15. The CompACT-15 total score ranges from 0-90, with higher scores indicating greater psychological flexibility.
Change in smoking-specific experiential avoidance as assessed by the Avoidance and Inflexibility Scale (AIS)Baseline, 45-day, 3-month, and 6-month follow-upChange in smoking-specific experiential avoidance from baseline to 45-day, 3-month, and 6-month follow-up will be assessed by the Avoidance and Inflexibility Scale (AIS). Items are scored on a scale of 1-5 and combined into a total score. A higher total score indicates a more avoidant and inflexible response to internal states associated with smoking.
Tobacco product switching as assessed by 5 questionsBaseline, 45-day, 3-month, and 6-month follow-upSwitching to other tobacco products including e-cigarettes from baseline to 45-day, 3-month, and 6-month follow-up will be assessed using questions about past 7-day use of cigarettes, e-cigarettes, cigars / cigarillos / little cigars, smokeless tobacco, and hookah / waterpipe. Participants will be coded as having switched if they do not report cigarette smoking, but use of another tobacco product at a follow-up assessment.

Countries

United States

Contacts

CONTACTJohannes Thrul, PhD
jthrul@jhu.edu410-502-0925
PRINCIPAL_INVESTIGATORJohannes Thrul, PhD

Johns Hopkins Bloomberg School of Public Health

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Jun 27, 2026