Durability of Abstinence After Completing a Comprehensive Digital Smoking Cessation Program Incorporating a Mobile App, Breath Sensor, and Coaching: Cohort Study

Jennifer D Marler, Craig A Fujii, Joseph A Galanko, Daniel J Balbierz, David S Utley, Jennifer D Marler, Craig A Fujii, Joseph A Galanko, Daniel J Balbierz, David S Utley

Abstract

Background: Despite decreasing prevalence over the last several decades, cigarette smoking remains the leading cause of preventable death and disease, underscoring the need for innovative, effective solutions. Pivot is a novel, inclusive smoking cessation program designed for smokers along the entire spectrum of readiness to quit. Pivot leverages proven methods and technological advancements, including a personal portable breath carbon monoxide sensor, smartphone app, and in-app text-based coaching. We previously reported outcomes from the end of active Pivot program participation in 319 adult smokers. Herein, we report longer-term follow up in this cohort.

Objective: The aim of this study was to assess and report participant outcomes 3 months after completion of Pivot, including smoking behavior, quit rates, continuous abstinence rates and durability, and predictors of abstinence.

Methods: This prospective remote cohort study included US-based cigarette smokers aged 18 to 65 years who smoked ≥5 cigarettes per day (CPD). Three months after completion of active participation in Pivot, final follow-up data were collected via an online questionnaire. Outcomes included smoking behavior (CPD and quit attempts), self-reported quit rates (7- and 30-day point prevalence abstinence [PPA]), and continuous abstinence rates (proportion who achieved uninterrupted abstinence) and duration. Exploratory regression analyses were performed to identify baseline characteristics associated with achievement of 7-day PPA, 30-day PPA, and continuous abstinence.

Results: A total of 319 participants completed onboarding (intention-to-treat [ITT]); 288/319 participants (90.3%) completed follow up (completers) at a mean of 7.2 (SD 1.2) months after onboarding. At final follow up, CPD were reduced by 52.6% (SE 2.1; P<.001) among all 319 participants, and most completers (152/288, 52.8%) reduced their CPD by at least 50%. Overall, most completers (232/288, 80.6%) made at least one quit attempt. Quit rates increased after the end of Pivot; using ITT analyses, 35.4% (113/319) achieved 7-day PPA and 31.3% (100/319) achieved 30-day PPA at final follow up compared with 32.0% (102/319) and 27.6% (88/319), respectively, at the end of the Pivot program. Continuous abstinence was achieved in about a quarter of those who onboarded (76/319, 23.8%) and in most who reported 30-day PPA at the end of Pivot (76/88, 86.4%), with a mean abstinence duration of 5.8 (SD 0.6) months. In exploratory regression analyses, lower baseline CPD, more positive baseline attitudes reflecting higher self-efficacy (higher confidence to quit and lower perceived difficulty of quitting), and higher education were associated with achieving abstinence.

Conclusions: This study provides the first longer-term outcomes of the Pivot smoking cessation program. At final follow up, quit rates increased and continuous abstinence was favorable; the majority who achieved abstinence at the end of Pivot sustained abstinence throughout follow up. Decreases in CPD persisted and most participants made a quit attempt. Overall, final follow-up outcomes were stable or improved when compared to previous outcomes from the end of the program. These findings validate earlier results, and suggest that Pivot is an effective and durable solution for smoking cessation.

Trial registration: ClinicalTrials.gov NCT03295643; https://ichgcp.net/clinical-trials-registry/NCT03295643.

Keywords: app; biofeedback; breath sensor; carbon monoxide; digital health; digital sensor; health promotion; mobile apps; smartphone; smoking cessation.

Conflict of interest statement

Conflicts of Interest: JM, CF, DB, and DU are current employees of Carrot Inc, the developer of the app and devices used in this study. They receive salary and stock options from Carrot Inc. DU is the President and CEO of Carrot Inc and an investor in the company.

©Jennifer D Marler, Craig A Fujii, Joseph A Galanko, Daniel J Balbierz, David S Utley. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 15.02.2021.

Figures

Figure 1
Figure 1
Study participant flow: Consolidated Standards of Reporting Trials (CONSORT) diagram. ITT: intention to treat; CPD: cigarettes per day.
Figure 2
Figure 2
Participant smoking status at the end of Pivot and at final follow up.

References

    1. National Center for Chronic Disease Prevention and Health Promotion (US) Office on Smoking and Health . The Health Consequences of Smoking—50 Years of Progress A Report of the Surgeon General. Atlanta, GA: Centers for Disease Control and Prevention; 2014. [2021-02-06].
    1. Cornelius ME, Wang TW, Jamal A, Loretan CG, Neff LJ. Tobacco Product Use Among Adults - United States, 2019. MMWR Morb Mortal Wkly Rep. 2020 Nov 20;69(46):1736–1742. doi: 10.15585/mmwr.mm6946a4.
    1. Jha P, Ramasundarahettige C, Landsman V, Rostron B, Thun M, Anderson RN, McAfee T, Peto R. 21st-century hazards of smoking and benefits of cessation in the United States. N Engl J Med. 2013 Jan 24;368(4):341–350. doi: 10.1056/NEJMsa1211128.
    1. Babb S, Malarcher A, Schauer G, Asman K, Jamal A. Quitting Smoking Among Adults - United States, 2000-2015. MMWR Morb Mortal Wkly Rep. 2017 Jan 06;65(52):1457–1464. doi: 10.15585/mmwr.mm6552a1.
    1. Hartmann-Boyce J, Chepkin SC, Ye W, Bullen C, Lancaster T. Nicotine replacement therapy versus control for smoking cessation. Cochrane Database Syst Rev. 2018 May 31;5:CD000146. doi: 10.1002/14651858.CD000146.pub5.
    1. Lancaster T, Stead LF. Individual behavioural counselling for smoking cessation. Cochrane Database Syst Rev. 2017 Mar 31;3:CD001292. doi: 10.1002/14651858.CD001292.pub3.
    1. Stead LF, Carroll AJ, Lancaster T. Group behaviour therapy programmes for smoking cessation. Cochrane Database Syst Rev. 2017 Mar 31;3:CD001007. doi: 10.1002/14651858.CD001007.pub3.
    1. Stead LF, Koilpillai P, Fanshawe TR, Lancaster T. Combined pharmacotherapy and behavioural interventions for smoking cessation. Cochrane Database Syst Rev. 2016 Mar 24;3:CD008286. doi: 10.1002/14651858.CD008286.pub3.
    1. Whittaker R, McRobbie H, Bullen C, Rodgers A, Gu Y, Dobson R. Mobile phone text messaging and app-based interventions for smoking cessation. Cochrane Database Syst Rev. 2019 Oct 22;10:CD006611. doi: 10.1002/14651858.CD006611.pub5.
    1. Bricker JB, Watson NL, Mull KE, Sullivan BM, Heffner JL. Efficacy of Smartphone Applications for Smoking Cessation: A Randomized Clinical Trial. JAMA Intern Med. 2020 Sep 21;180(11):1–9. doi: 10.1001/jamainternmed.2020.4055.
    1. Marler JD, Fujii CA, Utley DS, Tesfamariam LJ, Galanko JA, Patrick H. Initial assessment of a comprehensive digital smoking cessation program that incorporates a mobile app, breath sensor, and coaching: cohort study. JMIR Mhealth Uhealth. 2019 Feb 04;7(2):e12609. doi: 10.2196/12609.
    1. Beard E, West R. Pilot study of the use of personal carbon monoxide monitoring to achieve radical smoking reduction. J Smok Cessat. 2012 Jul 13;7(1):12–17. doi: 10.1017/jsc.2012.1.
    1. Choi W, Kim C, Lee O. Effects of brief smoking cessation education with expiratory carbon monoxide measurement on level of motivation to quit smoking. Korean J Fam Med. 2013 May;34(3):190–198. doi: 10.4082/kjfm.2013.34.3.190.
    1. Risser NL, Belcher DW. Adding spirometry, carbon monoxide, and pulmonary symptom results to smoking cessation counseling: a randomized trial. J Gen Intern Med. 1990;5(1):16–22. doi: 10.1007/BF02602303.
    1. Jamrozik K, Vessey M, Fowler G, Wald N, Parker G, Van Vunakis H. Controlled trial of three different antismoking interventions in general practice. Br Med J (Clin Res Ed) 1984 May 19;288(6429):1499–1503. doi: 10.1136/bmj.288.6429.1499.
    1. Fagerström KO. Assessment of the smoker who wants to quit. Monaldi Arch Chest Dis. 2001 Apr;56(2):124–127.
    1. Bittoun R. Carbon monoxide meter: the essential clinical tool — the ‘stethoscope’ — of smoking cessation. J Smok Cessat. 2012 Feb 21;3(2):69–70. doi: 10.1375/jsc.3.2.69.
    1. Tobacco Use and Dependence Guideline Panel . Agency for Healthcare Research and Quality. Rockville, MD: US Department of Health and Human Services; 2008. May, [2021-02-06]. Treating Tobacco Use Dependence Update. .
    1. Coverage for tobacco use cessation treatments. Centers for Disease Control and Prevention. [2020-10-27].
    1. Stead LF, Perera R, Bullen C, Mant D, Hartmann-Boyce J, Cahill K, Lancaster T. Nicotine replacement therapy for smoking cessation. Cochrane Database Syst Rev. 2012 Nov 14;11:CD000146. doi: 10.1002/14651858.CD000146.pub4.
    1. Final Recommendation Statement - Tobacco Smoking Cessation in Adults, Including Pregnant Women: Behavioral and Pharmacotherapy Interventions. US Preventive Services Task Force. 2018. [2020-10-27]. .
    1. Miller W, Rollnick S. Motivational Interviewing: Preparing People For Change Second Edition. New York City: Guilford Press; 2002.
    1. Lindson-Hawley N, Thompson TP, Begh R. Motivational interviewing for smoking cessation. Cochrane Database Syst Rev. 2015 Mar 02;(3):CD006936. doi: 10.1002/14651858.CD006936.pub3.
    1. Williams GC, Niemiec CP, Patrick H, Ryan RM, Deci EL. The importance of supporting autonomy and perceived competence in facilitating long-term tobacco abstinence. Ann Behav Med. 2009 Jun;37(3):315–324. doi: 10.1007/s12160-009-9090-y.
    1. Abrams D, Niaura R, Brown R, Emmons K, Goldstein M, Monti P. The Tobacco Dependence Treatment Handbook: A Guide To Best Practices. New York City: Guilford Press; 2003.
    1. SRNT Subcommittee on Biochemical Verification Biochemical verification of tobacco use and cessation. Nicotine Tob Res. 2002 May;4(2):149–159. doi: 10.1080/14622200210123581.
    1. Hughes JR, Carpenter MJ, Naud S. Do point prevalence and prolonged abstinence measures produce similar results in smoking cessation studies? A systematic review. Nicotine Tob Res. 2010 Jul;12(7):756–762. doi: 10.1093/ntr/ntq078.
    1. Vangeli E, Stapleton J, Smit ES, Borland R, West R. Predictors of attempts to stop smoking and their success in adult general population samples: a systematic review. Addiction. 2011 Dec;106(12):2110–2121. doi: 10.1111/j.1360-0443.2011.03565.x.
    1. Patrick H, Fujii CA, Glaser DB, Utley DS, Marler JD. A comprehensive digital program for smoking cessation: assessing feasibility in a single-group cohort study. JMIR Mhealth Uhealth. 2018 Dec 18;6(12):e11708. doi: 10.2196/11708.
    1. Ubhi HK, Michie S, Kotz D, Wong WC, West R. A mobile app to aid smoking cessation: preliminary evaluation of SmokeFree28. J Med Internet Res. 2015 Jan 16;17(1):e17. doi: 10.2196/jmir.3479.
    1. Perro J. Mobile apps: what's a good retention rate? 2018. [2020-12-30].
    1. Clement J. Retention rate on day 1 and day 30 of mobile app installs worldwide as of August 2020, by category. Statista. [2020-12-30].
    1. Bricker JB, Copeland W, Mull KE, Zeng EY, Watson NL, Akioka KJ, Heffner JL. Single-arm trial of the second version of an acceptance & commitment therapy smartphone application for smoking cessation. Drug Alcohol Depend. 2017 Jan 01;170:37–42. doi: 10.1016/j.drugalcdep.2016.10.029.
    1. Iacoviello BM, Steinerman JR, Klein DB, Silver TL, Berger AG, Luo SX, Schork NJ. Clickotine, a personalized smartphone app for smoking cessation: initial evaluation. JMIR Mhealth Uhealth. 2017 Apr 25;5(4):e56. doi: 10.2196/mhealth.7226.
    1. Webb J, Peerbux S, Smittenaar P, Siddiqui S, Sherwani Y, Ahmed M, MacRae H, Puri H, Bhalla S, Majeed A. Preliminary outcomes of a digital therapeutic intervention for smoking cessation in adult smokers: randomized controlled trial. JMIR Ment Health. 2020 Oct 06;7(10):e22833. doi: 10.2196/22833.
    1. Krishnan N, Elf JL, Chon S, Golub JE. COach2Quit: a pilot randomized controlled trial of a personal carbon monoxide monitor for smoking cessation. Nicotine Tob Res. 2019 Oct 26;21(11):1573–1577. doi: 10.1093/ntr/nty182.
    1. Garrison KA, Pal P, O'Malley SS, Pittman BP, Gueorguieva R, Rojiani R, Scheinost D, Dallery J, Brewer JA. Craving to Quit: a randomized controlled trial of smartphone app-based mindfulness training for smoking cessation. Nicotine Tob Res. 2020 Mar 16;22(3):324–331. doi: 10.1093/ntr/nty126.
    1. Alessi SM, Rash CJ, Petry NM. A randomized trial of adjunct mHealth abstinence reinforcement with transdermal nicotine and counseling for smoking cessation. Nicotine Tob Res. 2017 Mar 01;19(3):290–298. doi: 10.1093/ntr/ntw155.
    1. Masaki K, Tateno H, Nomura A, Muto T, Suzuki S, Satake K, Hida E, Fukunaga K. A randomized controlled trial of a smoking cessation smartphone application with a carbon monoxide checker. NPJ Digit Med. 2020;3:35. doi: 10.1038/s41746-020-0243-5.
    1. Baskerville NB, Struik LL, Guindon GE, Norman CD, Whittaker R, Burns C, Hammond D, Dash D, Brown KS. Effect of a mobile phone intervention on quitting smoking in a young adult population of smokers: randomized controlled trial. JMIR Mhealth Uhealth. 2018 Oct 23;6(10):e10893. doi: 10.2196/10893.
    1. Danaher BG, Tyler MS, Crowley RC, Brendryen H, Seeley JR. Outcomes and device usage for fully automated internet interventions designed for a smartphone or personal computer: The MobileQuit smoking cessation randomized controlled trial. J Med Internet Res. 2019 Jun 06;21(6):e13290. doi: 10.2196/13290.
    1. BinDhim NF, McGeechan K, Trevena L. Smartphone Smoking Cessation Application (SSC App) trial: a multicountry double-blind automated randomised controlled trial of a smoking cessation decision-aid 'app'. BMJ Open. 2018 Jan 21;8(1):e017105. doi: 10.1136/bmjopen-2017-017105.
    1. Matkin W, Ordóñez-Mena JM, Hartmann-Boyce J. Telephone counselling for smoking cessation. Cochrane Database Syst Rev. 2019 May 02;5:CD002850. doi: 10.1002/14651858.CD002850.pub4.
    1. Hughes JR, Keely J, Naud S. Shape of the relapse curve and long-term abstinence among untreated smokers. Addiction. 2004 Jan;99(1):29–38. doi: 10.1111/j.1360-0443.2004.00540.x.
    1. Zhou X, Nonnemaker J, Sherrill B, Gilsenan AW, Coste F, West R. Attempts to quit smoking and relapse: factors associated with success or failure from the ATTEMPT cohort study. Addict Behav. 2009 Apr;34(4):365–373. doi: 10.1016/j.addbeh.2008.11.013.
    1. Herd N, Borland R, Hyland A. Predictors of smoking relapse by duration of abstinence: findings from the International Tobacco Control (ITC) Four Country Survey. Addiction. 2009 Dec;104(12):2088–2099. doi: 10.1111/j.1360-0443.2009.02732.x.
    1. Smit ES, Hoving C, Schelleman-Offermans K, West R, de Vries H. Predictors of successful and unsuccessful quit attempts among smokers motivated to quit. Addict Behav. 2014 Sep;39(9):1318–1324. doi: 10.1016/j.addbeh.2014.04.017.
    1. Hymowitz N, Cummings KM, Hyland A, Lynn WR, Pechacek TF, Hartwell TD. Predictors of smoking cessation in a cohort of adult smokers followed for five years. Tob Control. 1997;6(Suppl 2):S57–S62. doi: 10.1136/tc.6.suppl_2.s57.
    1. Stolz D, Scherr A, Seiffert B, Kuster M, Meyer A, Fagerström KO, Tamm M. Predictors of success for smoking cessation at the workplace: a longitudinal study. Respiration. 2014;87(1):18–25. doi: 10.1159/000346646.
    1. Kale D, Gilbert HM, Sutton S. Are predictors of making a quit attempt the same as predictors of 3-month abstinence from smoking? Findings from a sample of smokers recruited for a study of computer-tailored smoking cessation advice in primary care. Addiction. 2015 Oct;110(10):1653–1664. doi: 10.1111/add.12972.
    1. Reid JL, Hammond D, Boudreau C, Fong GT, Siahpush M, ITC Collaboration Socioeconomic disparities in quit intentions, quit attempts, and smoking abstinence among smokers in four western countries: findings from the International Tobacco Control Four Country Survey. Nicotine Tob Res. 2010 Oct;12(Suppl 1):S20–S33. doi: 10.1093/ntr/ntq051.
    1. Ubhi HK, Kotz D, Michie S, van Schayck OCP, West R. A comparison of the characteristics of iOS and Android users of a smoking cessation app. Transl Behav Med. 2017 Jun;7(2):166–171. doi: 10.1007/s13142-016-0455-z.
    1. Benowitz NL, Bernert JT, Foulds J, Hecht SS, Jacob P, Jarvis MJ, Joseph A, Oncken C, Piper ME. Biochemical verification of tobacco use and abstinence: 2019 update. Nicotine Tob Res. 2020 Jun 12;22(7):1086–1097. doi: 10.1093/ntr/ntz132.
    1. Connor Gorber S, Schofield-Hurwitz S, Hardt J, Levasseur G, Tremblay M. The accuracy of self-reported smoking: a systematic review of the relationship between self-reported and cotinine-assessed smoking status. Nicotine Tob Res. 2009 Jan;11(1):12–24. doi: 10.1093/ntr/ntn010.

Source: PubMed

3
購読する