Evidence map›Paper›PMID 39814363›Full record

Trial reportJMIR mHealth and uHealth2025

Smoking Cessation Smartphone App for Nondaily Smoking With Telephone Onboarding: Proof-of-Concept Randomized Controlled Trial.

Bettina B Hoeppner, Kaitlyn R Siegel, Allison E Futter, Diadora Finley-Abboud, Alivia C Williamson, Christopher W Kahler, Elyse R Park, Susanne S Hoeppner

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in JMIR mHealth and uHealth, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04672239 (A Proof-of-concept RCT of Version 3.0 of the Smoking Cessation Smartphone App "Smiling Instead of Smoking"), which is not on this map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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.

NCT04672239 nacompletednot on this map

A Proof-of-concept RCT of Version 3.0 of the Smoking Cessation Smartphone App "Smiling Instead of Smoking" (SiS)

TypeinterventionalSponsorMassachusetts General HospitalRan2021 to 2023Enrolled229ConditionsNondaily SmokingArmsSmartphone app "Smiling instead of Smoking" (SiS) Version 3, Smartphone app "QuitGuide" (QG), Brochure "Clearing the Air" (CTA)
3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Positive Psychotherapy for Smoking Cessation Enhanced with Text Messaging: A Randomized Controlled Trial.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2026
    Article
  2. 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.

Bettina B HoeppnerHealth through Flourishing (HtF) program, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.ORCID 0000-0002-5577-659X
Kaitlyn R SiegelHealth through Flourishing (HtF) program, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.ORCID 0000-0002-7352-0571
Allison E FutterHealth through Flourishing (HtF) program, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.ORCID 0009-0004-1710-4065
Diadora Finley-AbboudHealth through Flourishing (HtF) program, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.ORCID 0009-0000-6534-905X
Alivia C WilliamsonHealth through Flourishing (HtF) program, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.ORCID 0009-0003-2035-7971
Christopher W KahlerCenter for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States.ORCID 0000-0002-6248-4149
Elyse R ParkDepartment of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.ORCID 0000-0002-6319-264X
Susanne S HoeppnerHealth through Flourishing (HtF) program, Department of Psychiatry, Massachusetts General Hospital, Boston, MA, United States.ORCID 0000-0003-2060-1666

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNondaily smoking is a widespread and increasingly prevalent pattern of use. To date, no effective treatment approach for nondaily smoking has been identified.

objectiveThis study aimed to conduct an unblinded randomized controlled trial to evaluate proof-of-concept markers of the Smiling instead of Smoking (SiS) app, a smartphone app for smoking cessation, designed specifically for people who smoke less than daily, within the framework of positive psychology.

methodsOverall, 226 adults who smoke less than daily were recruited on the web and asked to undertake a quit attempt while using assigned smoking cessation support materials. Participants were randomly assigned to 1 of 3 materials: the SiS smartphone app, the National Cancer Institute's smartphone app QuitGuide (QG), or the National Cancer Institute's smoking cessation brochure, "Clearing the Air" (CtA). All participants engaged in a 15-minute scripted onboarding phone call and were introduced to their support materials to use for the next 7 weeks. Follow-up self-assessment web surveys were sent 2, 6, 12, and 24 weeks after participants' initially chosen quit date (ie, 1 week after onboarding). The primary outcome for this study was self-efficacy to remain abstinent from smoking at treatment end. Secondary outcomes assessed treatment acceptability, treatment feasibility (eg, number of days of app use, time spent using app, and use of smoking cessation strategies), and secondary proof-of-concept efficacy outcomes (eg, positive affect, craving, and attitudes toward smoking). Smoking outcomes (ie, 30-day point prevalence abstinence and smoking reduction) were also assessed.

resultsResults indicated a significant effect of treatment on the primary outcome, where SiS participants (n=80) reported higher self-efficacy to abstain from smoking at the end of treatment than the 2 control groups (QG: n=75; P=.02; Cohen d=0.40 and CtA: n=71; P=.007; Cohen d=0.50). This effect was also significant on both self-efficacy subscales (ie, internal cues and external cues) with effect sizes ranging from Cohen d=0.34 to 0.50 across the pairwise comparisons. The SiS app group also reported lower craving (QG: P=.005; Cohen d=-0.57 and CtA: P=.005; Cohen d=-0.57) and higher positive affect than QG (QG: P=.01; Cohen d=0.44 and CtA: P=.05; Cohen d=0.38); attitudes toward smoking were largely similar across groups. Treatment acceptability was comparable across groups (P values for all groups >.05; Cohen d range 0.06-0.23). Treatment feasibility measures indicated that participants used the SiS app on 33 out of 49 days, for 35 to 40 minutes per week, resulting in greater use of smoking cessation strategies than QG (QG: P=.04; Cohen d=0.38 and CtA: P=.16; Cohen d=0.24).

conclusionsThese findings provide strong evidence for the conceptual underpinnings of the SiS app, and thereby provide compelling justification for conducting a large-scale randomized controlled trial that can test the effectiveness of the SiS app on smoking cessation.

trial registrationClinicalTrials.gov NCT04672239; https://clinicaltrials.gov/study/NCT04672239. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/40867.

Indexed as

Mobile ApplicationsSmoking CessationAdultFemaleHumansMaleMiddle AgedProof of Concept StudySelf EfficacySmokingSurveys and QuestionnairesmHealthmobile healthmobile phonenondaily smokingpositive psychologysmartphonesmokingsmoking cessation

Identifiers

PMID39814363
PMCPMC11780296

What OpenQuestion holds

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Registered trials

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.