Clickotine, A Personalized Smartphone App for Smoking Cessation: Initial Evaluation

Brian M Iacoviello, Joshua R Steinerman, David B Klein, Theodore L Silver, Adam G Berger, Sean X Luo, Nicholas J Schork, Brian M Iacoviello, Joshua R Steinerman, David B Klein, Theodore L Silver, Adam G Berger, Sean X Luo, Nicholas J Schork

Abstract

Background: Tobacco smoking is the leading cause of preventable death in the United States, and the annual economic burden attributable to smoking exceeds US $300 billion. Obstacles to smoking cessation include limited access and adherence to effective cessation interventions. Technology can help overcome these obstacles; many smartphone apps have been developed to aid smoking cessation, but few that conform to the US clinical practice guideline (USCPG) have been rigorously tested and reported in the literature. Clickotine is a novel smartphone app for smoking cessation, designed to deliver the essential features of the USCPG and engineered to engage smokers by personalizing intervention components.

Objective: Our objective was to assess the engagement, efficacy, and safety of Clickotine in an initial, single-arm study. Outcomes measured were indicators of engagement with the smartphone app (number of app opens, number of interactions with the Clickotine program, and weeks active with Clickotine), cessation outcomes of 7- and 30-day self-reported abstinence from smoking, and negative health events.

Methods: We recruited US residents between 18 and 65 years of age who owned an iPhone and smoked 5 or more cigarettes daily for the study via online advertising. Respondents were prescreened for eligibility by telephone and, if appropriate, directed to a Web portal to provide informed consent, confirm eligibility, and download the Clickotine app. Participants completed study assessments via the online portal at baseline and after 8 weeks. Data were collected in Amazon S3 with no manual data entry, and access to all data was maximally restrictive, logged, and auditable.

Results: A total of 416 participants downloaded the app and constituted the intention-to-treat (ITT) sample. On average, participants opened the Clickotine app 100.6 times during the 8-week study (median 69), logged 214.4 interactions with the Clickotine program (median 178), and remained engaged with Clickotine for 5.3 weeks (median 5). Among the ITT sample, 45.2% (188/416) reported 7-day abstinence and 26.2% (109/416) reported 30-day abstinence from smoking after 8 weeks. Completer analysis focused on 365 (87.7%) of the 416 enrolled participants who completed the 8-week questionnaire revealed that 51.5% (188/365) of completers reported 7-day abstinence and 29.9% (109/365) reported 30-day abstinence. Few adverse events, mostly consistent with nicotine withdrawal symptoms, were reported and overall no safety signal was detected.

Conclusions: In this initial single-arm trial, Clickotine users appeared to demonstrate encouraging indicators of engagement in terms of the number of app opens, number of program interactions, and continued engagement over time. Clickotine users reported encouraging quit rates while reporting few adverse events. Future research is warranted to assess Clickotine's efficacy in a randomized controlled trial.

Trial registration: Clinicaltrials.gov NCT02656745; https://ichgcp.net/clinical-trials-registry/NCT02656745 (Archived by WebCite at http://www.webcitation.org/6peTT4x60).

Keywords: cigarette smoking; smartphone; smoking cessation; therapeutics; tobacco.

Conflict of interest statement

Conflicts of Interest: All authors have equity interest in or are employed by Click Therapeutics, Inc., which sponsored the trial and the writing of this manuscript, with the exception of SXL. SXL was compensated for medical monitoring services. JRS has equity interest in and is employed by Teva Pharmaceuticals. Click Therapeutics will make the data from this trial available to qualified researchers upon request for independent analysis.

©Brian M Iacoviello, Joshua R Steinerman, David B Klein, Theodore L Silver, Adam G Berger, Sean X Luo, Nicholas J Schork. Originally published in JMIR Mhealth and Uhealth (http://mhealth.jmir.org), 25.04.2017.

Figures

Figure 1
Figure 1
Examples of interactions with the Clickotine program (left to right, beginning at top): choose a quit date; log cravings; mission: share quit date with supporters; learn about quit aids; control breathing; receive a personalized message.
Figure 2
Figure 2
Study flow diagram. ITT: intention-to-treat.

References

    1. Centers for Disease Control and Prevention Smoking & tobacco use fast facts. 2016. [2017-02-27].
    1. U.S. Department of Health and Human Services The health consequences of smoking-50 years of progress: a report of the Surgeon General. 2014. [2016-12-22]. .
    1. Jamal A, King BA, Neff LJ, Whitmill J, Babb SD, Graffunder CM. Current Cigarette Smoking Among Adults - United States, 2005-2015. MMWR Morb Mortal Wkly Rep. 2016 Nov 11;65(44):1205–11. doi: 10.15585/mmwr.mm6544a2. doi: 10.15585/mmwr.mm6544a2.
    1. U.S. Department of Health and Human Services Preventing tobacco use among youth and young adults. 2012. [2016-12-22].
    1. Xu X, Bishop EE, Kennedy SM, Simpson SA, Pechacek TF. Annual healthcare spending attributable to cigarette smoking: an update. Am J Prev Med. 2015 Mar;48(3):326–33. doi: 10.1016/j.amepre.2014.10.012.
    1. Centers for Disease Control and Prevention Tips From Former Smokers. 2011. [2016-12-22]. Burden of tobacco use in the US .
    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.
    1. Fiore MC, Novotny TE, Pierce JP, Giovino GA, Hatziandreu EJ, Newcomb PA, Surawicz TS, Davis RM. Methods used to quit smoking in the United States. Do cessation programs help? JAMA. 1990;263(20):2760–5.
    1. DiMatteo MR. Variations in patients' adherence to medical recommendations: a quantitative review of 50 years of research. Med Care. 2004 Mar;42(3):200–9.
    1. Dediu H. When will the US reach smartphone saturation? 2013. [2016-12-22].
    1. Statista Smartphone penetration in the United States. 2014. [2016-12-22].
    1. Borrelli B, Bartlett YK, Tooley E, Armitage CJ, Wearden A. Prevalence and frequency of mHealth and eHealth use among US and UK smokers and differences by motivation to quit. J Med Internet Res. 2015 Jul 04;17(7):e164. doi: 10.2196/jmir.4420.
    1. Das S, Tonelli M, Ziedonis D. Update on smoking cessation: e-cigarettes, emerging tobacco products trends, and new technology-based interventions. Curr Psychiatry Rep. 2016 May;18(5):51. doi: 10.1007/s11920-016-0681-6.
    1. Abroms LC, Padmanabhan N, Thaweethai L, Phillips T. iPhone apps for smoking cessation: a content analysis. Am J Prev Med. 2011 Mar;40(3):279–85. doi: 10.1016/j.amepre.2010.10.032.
    1. Fiore M, Jaén C, Baker T, Bailey W, Benowitz N, Curry S. Clinical practice guideline: treating tobacco use and dependence: 2008 update. Rockville, MD: U.S. Department of Health and Human Services, Public Health Service; 2008. [2017-04-11]. .
    1. Bricker JB, Mull KE, Kientz JA, Vilardaga R, Mercer LD, Akioka KJ, Heffner JL. Randomized, controlled pilot trial of a smartphone app for smoking cessation using acceptance and commitment therapy. Drug Alcohol Depend. 2014 Oct 1;143:87–94. doi: 10.1016/j.drugalcdep.2014.07.006.
    1. Buller DB, Borland R, Bettinghaus EP, Shane JH, Zimmerman DE. Randomized trial of a smartphone mobile application compared to text messaging to support smoking cessation. Telemed J E Health. 2014 Mar;20(3):206–14. doi: 10.1089/tmj.2013.0169.
    1. Ubhi HK, Michie S, Kotz D, van Schayck OC, Selladurai A, West R. Characterising smoking cessation smartphone applications in terms of behaviour change techniques, engagement and ease-of-use features. Transl Behav Med. 2016 Sep;6(3):410–7. doi: 10.1007/s13142-015-0352-x.
    1. Hoeppner BB, Hoeppner SS, Seaboyer L, Schick MR, Wu GW, Bergman BG, Kelly JF. How smart are smartphone apps for smoking cessation? A content analysis. Nicotine Tob Res. 2016 May;18(5):1025–31. doi: 10.1093/ntr/ntv117.
    1. Dulin PL, Gonzalez VM, Campbell K. Results of a pilot test of a self-administered smartphone-based treatment system for alcohol use disorders: usability and early outcomes. Subst Abus. 2014;35(2):168–75. doi: 10.1080/08897077.2013.821437.
    1. Becker S, Kribben A, Meister S, Diamantidis CJ, Unger N, Mitchell A. User profiles of a smartphone application to support drug adherence--experiences from the iNephro project. PLoS One. 2013;8(10):e78547. doi: 10.1371/journal.pone.0078547.
    1. Consumer Health Information Corporation Motivating patients to use smartphone health apps. 2011. [2017-02-15].
    1. Zeng EY, Heffner JL, Copeland WK, Mull KE, Bricker JB. Get with the program: adherence to a smartphone app for smoking cessation. Addict Behav. 2016 Dec;63:120–4. doi: 10.1016/j.addbeh.2016.07.007.
    1. Bao Y, Duan N, Fox SA. Is some provider advice on smoking cessation better than no advice? An instrumental variable analysis of the 2001 National Health Interview Survey. Health Serv Res. 2006 Dec;41(6):2114–35. doi: 10.1111/j.1475-6773.2006.00592.x.
    1. Brown RA, Ramsey SE, Strong DR, Myers MG, Kahler CW, Lejuez CW, Niaura R, Pallonen UE, Kazura AN, Goldstein MG, Abrams DB. Effects of motivational interviewing on smoking cessation in adolescents with psychiatric disorders. Tob Control. 2003 Dec;12 Suppl 4:IV3–10.
    1. Steinberg ML, Ziedonis DM, Krejci JA, Brandon TH. Motivational interviewing with personalized feedback: a brief intervention for motivating smokers with schizophrenia to seek treatment for tobacco dependence. J Consult Clin Psychol. 2004 Aug;72(4):723–8. doi: 10.1037/0022-006X.72.4.723.
    1. Wakefield M, Olver I, Whitford H, Rosenfeld E. Motivational interviewing as a smoking cessation intervention for patients with cancer: randomized controlled trial. Nurs Res. 2004;53(6):396–405.
    1. Miller WR. Rediscovering fire: small interventions, large effects. Psychol Addict Behav. 2000 Mar;14(1):6–18.
    1. Orlinsky D, Grawe K, Parks B. Process and outcome in psychotherapy. In: Lambert M, editor. Handbook of Psychotherapy and Behavior Change. 5th edition. New York, NY: Wiley; 1994. pp. 270–378.
    1. Squier RW. A model of empathic understanding and adherence to treatment regimens in practitioner-patient relationships. Soc Sci Med. 1990;30(3):325–39.
    1. Kenford SL, Fiore MC, Jorenby DE, Smith SS, Wetter D, Baker TB. Predicting smoking cessation. Who will quit with and without the nicotine patch. JAMA. 1994 Feb 23;271(8):589–94.
    1. Brown RA, Lejuez CW, Kahler CW, Strong DR, Zvolensky MJ. Distress tolerance and early smoking lapse. Clin Psychol Rev. 2005 Sep;25(6):713–33. doi: 10.1016/j.cpr.2005.05.003.
    1. Shahab L, Sarkar BK, West R. The acute effects of yogic breathing exercises on craving and withdrawal symptoms in abstaining smokers. Psychopharmacology (Berl) 2013 Feb;225(4):875–82. doi: 10.1007/s00213-012-2876-9.
    1. Free C, Knight R, Robertson S, Whittaker R, Edwards P, Zhou W, Rodgers A, Cairns J, Kenward MG, Roberts I. Smoking cessation support delivered via mobile phone text messaging (txt2stop): a single-blind, randomised trial. Lancet. 2011 Jul 2;378(9785):49–55. doi: 10.1016/S0140-6736(11)60701-0.
    1. Abroms LC, Boal AL, Simmens SJ, Mendel JA, Windsor RA. A randomized trial of Text2Quit: a text messaging program for smoking cessation. Am J Prev Med. 2014 Sep;47(3):242–50. doi: 10.1016/j.amepre.2014.04.010.
    1. Moore S, Teixeira A, Stewart S. Effect of network social capital on the chances of smoking relapse: a two-year follow-up study of urban-dwelling adults. Am J Public Health. 2014 Dec;104(12):e72–6. doi: 10.2105/AJPH.2014.302239.
    1. McDonald HP, Garg AX, Haynes RB. Interventions to enhance patient adherence to medication prescriptions: scientific review. JAMA. 2002 Dec 11;288(22):2868–79.
    1. Hays JT, Leischow SJ, Lawrence D, Lee TC. Adherence to treatment for tobacco dependence: association with smoking abstinence and predictors of adherence. Nicotine Tob Res. 2010 Jun;12(6):574–81. doi: 10.1093/ntr/ntq047.
    1. Ploderer B, Smith W, Pearce J, Borland R. A mobile app offering distractions and tips to cope with cigarette craving: a qualitative study. JMIR Mhealth Uhealth. 2014;2(2):e23. doi: 10.2196/mhealth.3209.
    1. Wikipedia. 2016. [2017-02-16]. Principle of least privilege .
    1. Heatherton TF, Kozlowski LT, Frecker RC, Fagerström KO. The Fagerström Test for Nicotine Dependence: a revision of the Fagerström Tolerance Questionnaire. Br J Addict. 1991 Sep;86(9):1119–27.
    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. 2016 Nov 04;170:37–42. doi: 10.1016/j.drugalcdep.2016.10.029.
    1. Brunette MF, Gunn W, Alvarez H, Finn PC, Geiger P, Ferron JC, McHugo GJ. A pre-post pilot study of a brief, web-based intervention to engage disadvantaged smokers into cessation treatment. Addict Sci Clin Pract. 2015 Feb 01;10:3. doi: 10.1186/s13722-015-0026-5.
    1. Courtney RJ, Clare P, Boland V, Martire KA, Bonevski B, Hall W, Siahpush M, Borland R, Doran CM, West R, Farrell M, Mattick RP. Predictors of retention in a randomised trial of smoking cessation in low-socioeconomic status Australian smokers. Addict Behav. 2017 Jan;64:13–20. doi: 10.1016/j.addbeh.2016.07.019.
    1. Salepci B, Caglayan B, Fidan A, Parmaksiz ET, Kiral N, Comert SS, Dogan C, Coskun E. The effect of pulmonary function testing on the success of smoking cessation. Respir Care. 2016 Aug;61(8):1073–80. doi: 10.4187/respcare.04490.
    1. Hutton HE, Wilson LM, Apelberg BJ, Tang EA, Odelola O, Bass EB, Chander G. A systematic review of randomized controlled trials: Web-based interventions for smoking cessation among adolescents, college students, and adults. Nicotine Tob Res. 2011 Apr;13(4):227–38. doi: 10.1093/ntr/ntq252.
    1. Stead LF, Hartmann-Boyce J, Perera R, Lancaster T. Telephone counselling for smoking cessation. Cochrane Database Syst Rev. 2013;8:CD002850. doi: 10.1002/14651858.CD002850.pub3.
    1. Nelson DB, Partin MR, Fu SS, Joseph AM, An LC. Why assigning ongoing tobacco use is not necessarily a conservative approach to handling missing tobacco cessation outcomes. Nicotine Tob Res. 2009 Jan;11(1):77–83. doi: 10.1093/ntr/ntn013.
    1. National Institute on Drug Abuse NIDA CTN common data elements: Fagerstrom Score. 2016. [2016-12-22]. .
    1. Hughes JR. Effects of abstinence from tobacco: valid symptoms and time course. Nicotine Tob Res. 2007 Mar;9(3):315–27. doi: 10.1080/14622200701188919.
    1. Cobb NK, Graham AL, Bock BC, Papandonatos G, Abrams DB. Initial evaluation of a real-world Internet smoking cessation system. Nicotine Tob Res. 2005 Apr;7(2):207–16. doi: 10.1080/14622200500055319.
    1. Zeng EY, Vilardaga R, Heffner JL, Mull KE, Bricker JB. Predictors of utilization of a novel smoking cessation smartphone app. Telemed J E Health. 2015 Dec;21(12):998–1004. doi: 10.1089/tmj.2014.0232.
    1. Wangberg SC, Bergmo TS, Johnsen JK. Adherence in Internet-based interventions. Patient Prefer Adherence. 2008;2:57–65.
    1. Civljak M, Stead LF, Hartmann-Boyce J, Sheikh A, Car J. Internet-based interventions for smoking cessation. Cochrane Database Syst Rev. 2013;7:CD007078. doi: 10.1002/14651858.CD007078.pub4.
    1. Shahab L, McEwen A. Online support for smoking cessation: a systematic review of the literature. Addiction. 2009 Nov;104(11):1792–804. doi: 10.1111/j.1360-0443.2009.02710.x.
    1. Hollis JF, McAfee TA, Fellows JL, Zbikowski SM, Stark M, Riedlinger K. The effectiveness and cost effectiveness of telephone counselling and the nicotine patch in a state tobacco quitline. Tob Control. 2007 Dec;16 Suppl 1:i53–9. doi: 10.1136/tc.2006.019794.
    1. Ubhi HK, Kotz D, Michie S, van Schayck OC, West R. A comparison of the characteristics of iOS and Android users of a smoking cessation app. Transl Behav Med. 2017 Feb 06; doi: 10.1007/s13142-016-0455-z.
    1. SRNT Subcommittee on Biochemical Verification Biochemical verification of tobacco use and cessation. Nicotine Tob Res. 2002 May;4(2):149–59. doi: 10.1080/14622200210123581.

Source: PubMed

3
Tilaa