ArticleAddiction (Abingdon, England)2017
How do text-messaging smoking cessation interventions confer benefit? A multiple mediation analysis of Text2Quit.
Article in Addiction (Abingdon, England), 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 34 papers, 2 of them syntheses that pooled 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.
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.
Personalized Support Using Instant Messaging Applications to Increase Smoking Cessation in Smokers Proactively Recruited From Smoking Hotspots in Hong Kong: a Pragmatic Randomized Controlled Trial
Low-intensity Ecological Momentary Assessment (EMA) for Smoking Cessation Intervention and Tobacco Control Policy Evaluation: a Randomized Controlled Trial Nested Within an EMA-based Observational Study
Who cites it
34 citing papers in PubMed, 2 syntheses or guidelines pooled it, 63 citations in OpenAlex.
- Efficacy of digital interventions for smoking cessation by type and method: a systematic review and network meta-analysis.Nature human behaviour · 2025Pooled it
- Telephone counselling for smoking cessation.The Cochrane database of systematic reviews · 2019Pooled it
- Smoking Cessation Smartphone App for Nondaily Smoking With Telephone Onboarding: Proof-of-Concept Randomized Controlled Trial.JMIR mHealth and uHealth · 2025Trial
- Mediated effects of a randomised control trial for a text messaging smoking cessation intervention for online help-seekers and primary care visitors.BMC public health · 2024Trial
- Effect of Adding Personalized Instant Messaging Apps to a Brief Smoking Cessation Model in Community Smokers in Hong Kong: Pragmatic Randomized Clinical Trial.Journal of medical Internet research · 2024Trial
- Peer Texting to Promote Quitline Use and Smoking Cessation Among Rural Participants in Vietnam: Randomized Clinical Trial.International journal of public health · 2024Trial
- A pilot adaptive trial of text messages, mailed nicotine replacement therapy, and telephone coaching among primary care patients who smoke.Journal of substance use and addiction treatment · 2023Trial
- Mobile Chat Messaging for Preventing Smoking Relapse Amid the COVID-19 Pandemic: A Pilot Randomized Controlled Trial.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2023Trial
- Mechanisms of Smartphone Apps for Cigarette Smoking Cessation: Results of a Serial Mediation Model From the iCanQuit Randomized Trial.JMIR mHealth and uHealth · 2021Trial
- Chronic obstructive pulmonary disease in severe mental illness: A timely diagnosis to advance the process of quitting smoking.European psychiatry : the journal of the Association of European Psychiatrists · 2021Trial
- Feasibility of a Smartphone-Based Tobacco Treatment for HIV-Infected Smokers.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2020Trial
- Efficacy of Mobile Phone-Delivered Smoking Cessation Interventions for Socioeconomically Disadvantaged Individuals: A Randomized Clinical Trial.JAMA internal medicine · 2019Trial
- Using the text-messaging program SmokefreeTXT to support smoking cessation for nondaily smokers.Substance use & misuse · 2019Trial
- Testing a Machine Learning-Based Adaptive Motivational System for Socioeconomically Disadvantaged Smokers (Adapt2Quit): Protocol for a Randomized Controlled Trial.JMIR research protocols · 2025Article
- Chatbot-Led Support Combined With Counselor-Led Support on Smoking Cessation in China: Protocol for a Pilot Randomized Controlled Trial.JMIR research protocols · 2024Article
- Testing the Outcomes of a Smoking Cessation Smartphone App for Nondaily Smokers: Protocol for a Proof-of-concept Randomized Controlled Trial.JMIR research protocols · 2023Article
- Article
- Mindfulness-Based Smoking Cessation Delivered Through Telehealth and Text Messaging for Low-Income Smokers: Protocol for a Randomized Controlled Trial.JMIR research protocols · 2022Article
- Mindfulness and Mobile Health for Quitting Smoking: A Qualitative Study Among Predominantly African American Adults with Low Socioeconomic Status.American journal of qualitative research · 2022Article
- A synthesis of the literature to inform vaping cessation interventions for young adults.Addictive behaviors · 2021Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
aimsTo determine the degree to which the observed benefit of Text2Quit was accounted for by psychosocial mechanisms derived from its quit smoking messaging versus from the use of extra-programmatic smoking cessation treatments and services.
designProspective, multiple mediation model of a randomized controlled trial (RCT).
settingUnited States nation-wide.
participantsA total of 409 adult daily smokers participated. Participants were, on average, 35 years of age, predominantly female (68%), white (79%), lacked a college degree (70%), had medium nicotine dependence (average Fagerström Nicotine Dependence Score score of 5.2) and more than half (62%) had made a previous quit attempt.
interventionAdult daily smokers browsing the web for smoking cessation support (n = 409; recruited 19 May2011-10 July 2012) were randomized to receive smoking cessation support via Text2Quit versus a smoking cessation material. MEASUREMENTS: Mediators (i.e. changes in psychosocial constructs of health behavior change, use of extra-programmatic treatment) were assessed at 1 month using single-item measures and outcome (i.e. self-reported 7-day point prevalence abstinence) at 6-month follow-up.
findingsMediators accounted for 35% of the effect of Text2Quit on smoking cessation. Only psychosocial mechanisms had complete mediational paths, with increases in self-efficacy [b = 0.10 (0.06-0.15)], quitting know-how [b = 0.07 (0.03-0.11)] and the sense that someone cared [b = 0.06 (0.01-0.11)], partially explaining the conferred benefit of Text2Quit. Use of outside resources, including treatments promoted explicitly by Text2Quit, i.e. medication [b = 0.001 (-0.01 to 0.01), quitline [b = -0.002 (-0.01 to 0.04)], treatments and resources not promoted by Text2Quit, i.e. online forums [b = 0.01 (-0.01 to 0.04)] and self-help materials [b = -0.01 (-0.04 to 0.02)], did not have complete mediational paths. An interaction effect existed for medication use that suggested that for participants not using medication, Text2Quit conferred substantial benefit, but not for participants using medication.
conclusionsText-messaging programs for smoking cessation appear primarily to confer benefit by promoting improvements in the psychosocial processes related to quitting rather than through the use of extra-programmatic smoking cessation treatments and services.
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What OpenQuestion holds
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.