Comparing Treatment Acceptability and 12-Month Cessation Rates in Response to Web-Based Smoking Interventions Among Smokers Who Do and Do Not Screen Positive for Affective Disorders: Secondary Analysis

Noreen L Watson, Jaimee L Heffner, Kristin E Mull, Jennifer B McClure, Jonathan B Bricker, Noreen L Watson, Jaimee L Heffner, Kristin E Mull, Jennifer B McClure, Jonathan B Bricker

Abstract

Background: Web-based cessation programs are now common for intervening with smokers. However, it remains unclear how acceptable or effective these interventions are among people with affective disorders and symptoms (ADS; eg, depression and anxiety). Research examining this is extremely limited, with mixed results on cessation rates. Additional large studies are needed to more fully understand whether Web-based interventions are similarly used and equally effective among people with and without affective disorder symptomology. If not, more targeted Web-based interventions may be required.

Objective: The goal of the research was to compare Web-based treatment acceptability (defined by satisfaction and use) and 12-month cessation outcomes between smokers with and without ADS.

Methods: Participants (N=2512) were adult smokers enrolled in a randomized, comparative effectiveness trial of two Web-based smoking interventions designed for the general population of smokers. At baseline, participants reported demographic and smoking characteristics and completed measures assessing ADS. Participants were then classified into subgroups based on their self-reported ADS-either into a no ADS group or into six nonmutually exclusive subgroups: depression, posttraumatic stress disorder (PTSD), panic disorder (PD), generalized anxiety disorder (GAD), social anxiety disorder (SAD), and more than one ADS. Surveys at 12 months postrandomization included subjective ratings of treatment acceptability and self-reported smoking cessation. Treatment use (ie, number of log-ins and total duration of exposure) was assessed via automated records.

Results: Relative to the no ADS group, all six ADS subgroups reported significantly greater satisfaction with their assigned Web treatment program, but they spent less time logged in than those with no ADS. For number of log-ins, a treatment arm by ADS group interaction was observed across all ADS subgroups except GAD, suggesting that relative to the no ADS group, they logged in less to one website but not the other. At the 12-month follow-up, abstinence rates in the no ADS group (153/520, 29.42%) were significantly higher than for participants who screened positive for depression (306/1267, 24.15%; P=.03), PTSD (294/1215, 24.19%; P=.03), PD (229/1003, 23.83%; P=.009), and two or more ADS (323/1332, 24.25%; P=.03). Post hoc analyses suggest the lower quit rates may be associated with differences in baseline nicotine dependence and levels of commitment to resist smoking in difficult situations. Website use did not explain the differential abstinence rates.

Conclusions: Despite reporting higher levels of treatment satisfaction, most smokers with ADS used their assigned intervention less often and had lower quit rates than smokers with no ADS at treatment onset. The results support the need for developing more targeted interventions for smokers with ADS.

Trial registration: Clinical Trials.gov NCT01812278; https://ichgcp.net/clinical-trials-registry/NCT01812278 (Archived by WebCite at http://www.webcitation.org/78L9cNdG4).

Keywords: Web intervention; affective disorders; anxiety; co-occurring disorders; depression; eHealth; smoking; smoking cessation.

Conflict of interest statement

Conflicts of Interest: In July 2016, JBB was a consultant to Glaxo Smith Kline, the makers of a nicotine replacement therapy. He now serves on the Scientific Advisory Board of Chrono Therapeutics, the makers of a nicotine replacement therapy device. JLH has received research support from Pfizer, the makers of a smoking cessation medication. Other authors have no declarations.

©Noreen L Watson, Jaimee L Heffner, Kristin E Mull, Jennifer B McClure, Jonathan B Bricker. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 19.06.2019.

References

    1. Kessler RC, Berglund P, Demler O, Jin R, Merikangas KR, Walters EE. Lifetime prevalence and age-of-onset distributions of DSM-IV disorders in the National Comorbidity Survey Replication. Arch Gen Psychiatry. 2005 Jun;62(6):593–602. doi: 10.1001/archpsyc.62.6.593.
    1. Cook BL, Wayne GF, Kafali EN, Liu Z, Shu C, Flores M. Trends in smoking among adults with mental illness and association between mental health treatment and smoking cessation. JAMA. 2014 Jan 08;311(2):172–182. doi: 10.1001/jama.2013.284985.
    1. Landolt K, Ajdacic-Gross V, Angst J, Merikangas KR, Gamma A, Gutzwiller F, Rössler W. Smoking and psychiatric disorders: have subthreshold disorders been overlooked? Nicotine Tob Res. 2010 May;12(5):516–520. doi: 10.1093/ntr/ntq023.
    1. Lasser K, Boyd JW, Woolhandler S, Himmelstein DU, McCormick D, Bor DH. Smoking and mental illness: a population-based prevalence study. JAMA. 2000;284(20):2606–2610.
    1. West R, Evins AE, Benowitz NL, Russ C, McRae T, Lawrence D, St Aubin L, Krishen A, Maravic MC, Anthenelli RM. Factors associated with the efficacy of smoking cessation treatments and predictors of smoking abstinence in EAGLES. Addiction. 2018 Aug;113(8):1507–1516. doi: 10.1111/add.14208.
    1. Ziedonis D, Hitsman B, Beckham JC, Zvolensky M, Adler LE, Audrain-McGovern J, Breslau N, Brown RA, George TP, Williams J, Calhoun PS, Riley WT. Tobacco use and cessation in psychiatric disorders: National Institute of Mental Health report. Nicotine Tob Res. 2008 Dec;10(12):1691–1715. doi: 10.1080/14622200802443569.
    1. Callaghan RC, Veldhuizen S, Jeysingh T, Orlan C, Graham C, Kakouris G, Remington G, Gatley J. Patterns of tobacco-related mortality among individuals diagnosed with schizophrenia, bipolar disorder, or depression. J Psychiatr Res. 2014 Jan;48(1):102–110. doi: 10.1016/j.jpsychires.2013.09.014.
    1. Prochaska JJ, Das S, Young-Wolff KC. Smoking, mental illness, and public health. Annu Rev Public Health. 2017 Dec 20;38:165–185. doi: 10.1146/annurev-publhealth-031816-044618.
    1. Graham AL, Amato MS. Twelve million smokers look online for smoking cessation help annually: Health Information National Trends Survey Data, 2005-2017. Nicotine Tob Res. 2019 Jan 04;21(2):249–252. doi: 10.1093/ntr/nty043.
    1. Graham AL, Carpenter KM, Cha S, Cole S, Jacobs MA, Raskob M, Cole-Lewis H. Systematic review and meta-analysis of Internet interventions for smoking cessation among adults. Subst Abuse Rehabil. 2016;7:55–69. doi: 10.2147/SAR.S101660. doi: 10.2147/SAR.S101660.
    1. Haller CS, Etter J, Courvoisier DS. Trajectories in cigarette dependence as a function of anxiety: a multilevel analysis. Drug Alcohol Depend. 2014 Jun 01;139:115–120. doi: 10.1016/j.drugalcdep.2014.03.016.
    1. Mañanes G, Vallejo MA. Usage and effectiveness of a fully automated, open-access, Spanish Web-based smoking cessation program: randomized controlled trial. J Med Internet Res. 2014;16(4):e111. doi: 10.2196/jmir.3091.
    1. Rabius V, Pike KJ, Wiatrek D, McAlister AL. Comparing internet assistance for smoking cessation: 13-month follow-up of a six-arm randomized controlled trial. J Med Internet Res. 2008;10(5):e45. doi: 10.2196/jmir.1008.
    1. Seidman DF, Westmaas JL, Goldband S, Rabius V, Katkin ES, Pike KJ, Wiatrek D, Sloan RP. Randomized controlled trial of an interactive internet smoking cessation program with long-term follow-up. Ann Behav Med. 2010 Feb;39(1):48–60. doi: 10.1007/s12160-010-9167-7.
    1. Graham AL, Papandonatos GD, Cobb CO, Cobb NK, Niaura RS, Abrams DB, Tinkelman DG. Internet and telephone treatment for smoking cessation: mediators and moderators of short-term abstinence. Nicotine Tob Res. 2015 Mar;17(3):299–308. doi: 10.1093/ntr/ntu144.
    1. Muñoz RF, Barrera AZ, Delucchi K, Penilla C, Torres LD, Pérez-Stable EJ. International Spanish/English Internet smoking cessation trial yields 20% abstinence rates at 1 year. Nicotine Tob Res. 2009 Sep;11(9):1025–1034. doi: 10.1093/ntr/ntp090.
    1. Kerkvliet JL, Wey H, Fahrenwald NL. Cessation among state quitline participants with a mental health condition. Nicotine Tob Res. 2015 Jun;17(6):735–741. doi: 10.1093/ntr/ntu239.
    1. McFall M, Saxon AJ, Malte CA, Chow B, Bailey S, Baker DG, Beckham JC, Boardman KD, Carmody TP, Joseph AM, Smith MW, Shih M, Lu Y, Holodniy M, Lavori PW, CSP 519 Study Team Integrating tobacco cessation into mental health care for posttraumatic stress disorder: a randomized controlled trial. JAMA. 2010 Dec 08;304(22):2485–2493. doi: 10.1001/jama.2010.1769.
    1. Piper ME, Cook JW, Schlam TR, Jorenby DE, Baker TB. Anxiety diagnoses in smokers seeking cessation treatment: relations with tobacco dependence, withdrawal, outcome and response to treatment. Addiction. 2011 Feb;106(2):418–427. doi: 10.1111/j.1360-0443.2010.03173.x.
    1. Rogers ES, Smelson DA, Gillespie CC, Elbel B, Poole S, Hagedorn HJ, Kalman D, Krebs P, Fang Y, Wang B, Sherman SE. Telephone smoking-cessation counseling for smokers in mental health clinics: a patient-randomized controlled trial. Am J Prev Med. 2016 Apr;50(4):518–527. doi: 10.1016/j.amepre.2015.10.004.
    1. Bricker JB, Mull KE, McClure JB, Watson NL, Heffner JL. Improving quit rates of web-delivered interventions for smoking cessation: full-scale randomized trial of versus . Addiction. 2018 May;113(5):914–923. doi: 10.1111/add.14127.
    1. Watson NL, Mull KE, Heffner JL, McClure JB, Bricker JB. Participant recruitment and retention in remote ehealth intervention trials: methods and lessons learned from a large randomized controlled trial of two web-based smoking interventions. J Med Internet Res. 2018 Aug 24;20(8):e10351. doi: 10.2196/10351.
    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):1119–1127.
    1. Kahler CW, Lachance HR, Strong DR, Ramsey SE, Monti PM, Brown RA. The commitment to quitting smoking scale: initial validation in a smoking cessation trial for heavy social drinkers. Addict Behav. 2007 Oct;32(10):2420–2424. doi: 10.1016/j.addbeh.2007.04.002.
    1. Bricker J, Wyszynski C, Comstock B, Heffner JL. Pilot randomized controlled trial of web-based acceptance and commitment therapy for smoking cessation. Nicotine Tob Res. 2013 Oct;15(10):1756–1764. doi: 10.1093/ntr/ntt056.
    1. Gifford EV, Kohlenberg BS, Hayes SC, Antonuccio DO, Piasecki MM, Rasmussen-Hall ML, Palm KM. Acceptance-based treatment for smoking cessation. Behav Ther. 2004;35(4):689–705. doi: 10.1016/S0005-7894(04)80015-7.
    1. Radloff LS. The CES-D scale: a self-report depression scale for research in the general population. Appl Psychol Meas. 1977 Jun 01;1(3):385–401. doi: 10.1177/014662167700100306.
    1. Lang AJ, Wilkins K, Roy-Byrne PP, Golinelli D, Chavira D, Sherbourne C, Rose RD, Bystritsky A, Sullivan G, Craske MG, Stein MB. Abbreviated PTSD Checklist (PCL) as a guide to clinical response. Gen Hosp Psychiatry. 2012;34(4):332–338. doi: 10.1016/j.genhosppsych.2012.02.003.
    1. Stein MB, Roy-Byrne PP, McQuaid JR, Laffaye C, Russo J, McCahill ME, Katon W, Craske M, Bystritsky A, Sherbourne CD. Development of a brief diagnostic screen for panic disorder in primary care. Psychosom Med. 1999;61(3):359–364.
    1. Spitzer RL, Kroenke K, Williams JBW, Löwe B. A brief measure for assessing generalized anxiety disorder: the GAD-7. Arch Intern Med. 2006 May 22;166(10):1092–1097. doi: 10.1001/archinte.166.10.1092.
    1. Connor KM, Kobak KA, Churchill LE, Katzelnick D, Davidson JR. Mini-SPIN: a brief screening assessment for generalized social anxiety disorder. Depress Anxiety. 2001;14(2):137–140.
    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. Venables W, Ripley B. Modern Applied Statistics with S. Fourth Edition. New York: Springer; 2002.
    1. Hayes AF. A primer on multilevel modeling. Human Comm Res. 2006 Oct;32(4):385–410. doi: 10.1111/j.1468-2958.2006.00281.x.
    1. Anthenelli RM, Benowitz NL, West R, St Aubin L, McRae T, Lawrence D, Ascher J, Russ C, Krishen A, Evins AE. Neuropsychiatric safety and efficacy of varenicline, bupropion, and nicotine patch in smokers with and without psychiatric disorders (EAGLES): a double-blind, randomised, placebo-controlled clinical trial. Lancet. 2016 Jun 18;387(10037):2507–2520. doi: 10.1016/S0140-6736(16)30272-0.
    1. Vickerman K, Schauer GL, Malarcher A, Zhang L, Mowery P, Nash C. Quitline use and outcomes among callers with and without mental health conditions: a 7-month follow-up evaluation in three states. Biomed Res Int. 2015:1. doi: 10.1155/2015/817298. doi: 10.1155/2015/817298.
    1. Ludden GD, van Rompay TJ, Kelders SM, van Gemert-Pijnen JE. How to increase reach and adherence of web-based interventions: a design research viewpoint. J Med Internet Res. 2015;17(7):e172. doi: 10.2196/jmir.4201.
    1. Perski O, Blandford A, West R, Michie S. Conceptualising engagement with digital behaviour change interventions: a systematic review using principles from critical interpretive synthesis. Transl Behav Med. 2016 Dec 13;7(2):254–267. doi: 10.1007/s13142-016-0453-1.
    1. Tedeschi GJ, Cummins SE, Anderson CM, Anthenelli RM, Zhuang Y, Zhu S. Smokers with self-reported mental health conditions: a case for screening in the context of tobacco cessation services. PLoS One. 2016 Jul;11(7):e0159127. doi: 10.1371/journal.pone.0159127.
    1. Schubart JR, Stuckey HL, Ganeshamoorthy A, Sciamanna CN. Chronic health conditions and internet behavioral interventions: a review of factors to enhance user engagement. Comput Inform Nurs. 2011 Feb;29(2):81–92. doi: 10.1097/NCN.0b013e3182065eed.
    1. Trosclair A, Dube SR. Smoking among adults reporting lifetime depression, anxiety, anxiety with depression, and major depressive episode, United States, 2005-2006. Addict Behav. 2010 May;35(5):438–443. doi: 10.1016/j.addbeh.2009.12.011.
    1. An LC, Schillo BA, Saul JE, Wendling AH, Klatt CM, Berg CJ, Ahulwalia JS, Kavanaugh AM, Christenson M, Luxenberg MG. Utilization of smoking cessation informational, interactive, and online community resources as predictors of abstinence: cohort study. J Med Internet Res. 2008;10(5):e55. doi: 10.2196/jmir.1018.
    1. Bricker JB, Sridharan V, Zhu Y, Mull KE, Heffner JL, Watson NL, McClure JB, Di C. Trajectories of 12-month usage patterns for two smoking cessation websites: exploring how users engage over time. J Med Internet Res. 2018 Apr 20;20(4):e10143. doi: 10.2196/10143.
    1. Richardson A, Graham AL, Cobb N, Xiao H, Mushro A, Abrams D, Vallone D. Engagement promotes abstinence in a web-based cessation intervention: cohort study. J Med Internet Res. 2013;15(1):e14. doi: 10.2196/jmir.2277.
    1. Strecher VJ, McClure J, Alexander G, Chakraborty B, Nair V, Konkel J, Greene S, Couper M, Carlier C, Wiese C, Little R, Pomerleau C, Pomerleau O. The role of engagement in a tailored web-based smoking cessation program: randomized controlled trial. J Med Internet Res. 2008;10(5):e36. doi: 10.2196/jmir.1002.
    1. Watson NL, Heffner JL, McClure JB, Mull KE, Bricker JB. Differential prevalence of established risk factors for poor cessation outcomes among smokers by level of social anxiety. Am J Addict. 2017 Mar;26(2):176–182. doi: 10.1111/ajad.12509.

Source: PubMed

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