Evidence map›Paper›PMID 30999794›Full record

Trial reportSubstance use & misuse2019

Using the text-messaging program SmokefreeTXT to support smoking cessation for nondaily smokers.

Bettina B Hoeppner, Susanne S Hoeppner, Melissa R Schick, Connor M Milligan, Eric Helmuth, Brandon G Bergman, Lorien C Abroms, John F Kelly

Registry-linked trialAbstract readClinical Trial
In one paragraph

Trial report in Substance use & misuse, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07067151 (Use of Noninvasive Wearables Biomonitoring to Detect Pre-Smoking, Smoking, And Post-Smoking Stages), which is not on this map. Cited by 11 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed, 1 pooled it
–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.

NCT07067151 enrolling by invitationnot on this mapstarted 2026, after this paper: background citation

Use of Noninvasive Wearables Biomonitoring to Detect Pre-Smoking, Smoking, And Post-Smoking Stages: An Observational Laboratory Study

TypeobservationalSponsorNational Institute on Minority Health and Health Disparities (NIMHD)Ran2026 to 2028Enrolled30ConditionsSmoking
3 · Its place in the literature

Who cites it

11 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Acceptability of Using Large Language Models to Support Smoking Cessation Attempts: a Qualitative Study Among African Americans Who Smoke.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2026
    Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Non-daily Cigarette Smoking: Stability and Transition to Abstinence in Young Adults.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2023
    Article
  8. Article
  9. Article
  10. Preparing for the Quit Day: Comparing Beliefs of Nondaily Versus Daily Young Adult Smokers as They Prepare for a Quit Attempt.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2021
    Article
  11. 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 Hoeppnera Recovery Research Institute, Massachusetts General Hospital , Harvard Medical School , Boston , Massachusetts, USA.
Susanne S Hoeppnerb Department of Psychiatry , Massachusetts General Hospital, Harvard Medical School , Boston , Massachusetts, USA.
Melissa R Schicka Recovery Research Institute, Massachusetts General Hospital , Harvard Medical School , Boston , Massachusetts, USA.
Connor M Milligana Recovery Research Institute, Massachusetts General Hospital , Harvard Medical School , Boston , Massachusetts, USA.
Eric Helmuthd Boston University School of Public Health , Boston , Massachusetts, USA.
Brandon G Bergmana Recovery Research Institute, Massachusetts General Hospital , Harvard Medical School , Boston , Massachusetts, USA.
Lorien C Abromse Department of Prevention and Community Health, Milken Institute School of Public Health , George Washington University , Washington , DC , USA.ORCID 0000-0001-6859-283X
John F Kellya Recovery Research Institute, Massachusetts General Hospital , Harvard Medical School , Boston , Massachusetts, USA.

Funding

Funded extension request for "Expanding recovery support for emerging adults with alcohol use disorder: Training in the science of social network sites"K23AA025707 · NIAAA · MASSACHUSETTS GENERAL HOSPITAL · PI BERGMAN, BRANDON G. · 2018 to 2023
$1.0M
NIAAA NIH HHS K23 AA025707
6 · The paper itself

Abstract

introductionSmoking cessation interventions for nondaily smokers are needed. The current study explores the fit of the text-messaging intervention SmokefreeTXT for nondaily smokers.

methodsAdult nondaily smokers (N = 32; mean age = 35 ± 12, 64% female, 53% non-Hispanic White) were enrolled in SmokefreeTXT. SmokefreeTXT usage data were recorded passively, theorized mechanisms of change were assessed at baseline and 2, 6, and 12 weeks after the chosen quit day, and EMA protocols captured real-time cigarette reports at baseline, and during the first two weeks after the quit day.

resultsMost participants completed the SmokefreeTXT program and responded to system-initiated inquiries, but just-in-time interaction with the program was limited. In retrospective recall at treatment end, content of the text-messages was rated as "neutral" to "helpful." Within-person change was observed in theorized mechanisms, with less craving (p < 0.01), increased abstinence self-efficacy (external: p < 0.01; internal: p < 0.01), and poorer perceptions of pros of smoking (psychoactive benefits: p < 0.01, pleasure p < 0.01; and pros: p < 0.01) reported after SmokefreeTXT initiation compared to baseline. Exploratory analyses of real-time reports of smoking (225 cigarette reports in N = 17 who relapsed) indicated that cigarettes smoked in the first two weeks after quitting were more likely to occur to reduce craving (OR = 2.21[1.21-3.72]), and less likely to occur to socialize (OR = 0.06[0.01-0.24]), between 19:00 and 23:00 (OR = 0.34[0.17-0.66]), and on Saturdays (OR = 0.59[0.35-0.99]) than prior to quitting.

conclusionsWhile well accepted by nondaily smokers, SmokefreeTXT could potentially be improved by targeting cons of smoking, enhancing engagement with the just-in-time component of SmokefreeTXT, and tweaking the timing of text-messages.

Indexed as

Behavior TherapySmokersText MessagingAdultFemaleHumansMaleMiddle AgedRetrospective StudiesSelf EfficacySmokingSmoking CessationTreatment OutcomeYoung Adultmechanisms of changemHealthmobile healthSmoking cessationtext-messaging

Identifiers

PMID30999794
PMCPMC13007052

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.