Motivating the unmotivated for health behavior change: a randomized trial of cessation induction for smokers
Open accessAbstract
Background Many smokers remain unwilling or unable to make a quit attempt. For these smokers, novel strategies to induce quit attempts are necessary to achieve further reductions in smoking prevalence. Purpose This article describes the design and methods of an ongoing nationwide telephone-based clinical trial for cessation induction, the principal aim of which is to test the hypothesis that samples of nicotine replacement therapy (NRT), can induce quit attempts among smokers otherwise unmotivated to quit. Methods Smokers are recruited proactively through online channels. A ‘behavioral filter’ is used to identify and separate motivated versus unmotivated smokers, the latter of whom (N = 750) are formally entered into the clinical trial. Participants are randomized to one of two treatment conditions designed to promote self-efficacy and motivation to quit: (1) practice quit attempt (PQA) or (2) PQA plus NRT sampling. The primary outcome measure tested over a 6-month follow-up is the incidence of additional quit attempts as well as hypothesized mediators of treatment effects. Results This study details the challenges of identifying and treating smokers who are unmotivated to quit. Strengths include a novel treatment approach, tested among a group of proactively recruited smokers nationwide, with a unique method of identifying cessation-resistant smokers. Limitations The omission of a true control group, testing the effect of the PQA itself, is an inherent limitation to the study design. Online recruitment presents additional study challenges, all of which are discussed in detail. Conclusions The study has translational potential to guide both clinical and policy recommendations for cessation induction. Further, while the focus is on smoking, this trial may serve as an example to researchers and clinicians who focus on other health behaviors, and who themselves are challenged with motivating people who are unmotivated for change. Clinical Trials 2010; 7: 157—166. http://ctj.sagepub.com
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A clinical trial of NRTS in primary care clinics found that NRTS increased quit attempts, use of smoking cessation medications, and smoking abstinence at 6 months post-intervention compared to standard care.
“A clinical trial of NRTS in primary care clinics found that NRTS increased quit attempts, use of smoking cessation medications, and smoking abstinence at 6 months post-intervention compared to standard care [13, 16].”
From A National Dental Practice-Based Research Network phase II, cluster-randomized clinical trial assessing nicotine replacement therapy sampling in dental settings: study protocol for the Free Samples for Health (FreSH) study (2024) · cites this paper as [16]
The Abstract (Purpose) describes an ongoing nationwide telephone-based trial, not a completed trial in primary care clinics. The Methods (Overview of design and study hypotheses) compare practice quit attempts with practice quit attempts plus NRT sampling and hypothesize an increase in quit attempts; the Methods (Outcomes) list medication use and abstinence as measures, not findings. The Discussion (Major methodological questions) explicitly says the study has no no-treatment control group. This paper therefore does not report the claimed six-month improvements over standard care. (LLM, conf=0.89)
Checked by a reasoning model — may be wrong.
Experimental — accuracy not yet measuredNicotine replacement therapy sampling (NRTS) is an empirically supported intervention to provide starter packs of NRT to people who smoke.
“Nicotine replacement therapy sampling (NRTS) is an empirically supported intervention to provide starter packs of nicotine replacement therapy (NRT) to people who smoke.”
From A National Dental Practice-Based Research Network phase II, cluster-randomized clinical trial assessing nicotine replacement therapy sampling in dental settings: study protocol for the Free Samples for Health (FreSH) study (2024) · cites this paper as [16]
The Methods > Interventions section describes mailing smokers a supply of nicotine lozenges to sample, supporting the description of the intervention. The Introduction reports that earlier studies associated NRT samples with improved cessation behaviors, but says those studies were uncontrolled and that a direct effect of sampling was unclear. This paper describes a trial designed to test that effect, so calling NRT sampling an empirically supported intervention overstates its evidence. (LLM, conf=0.86)
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Cites
Longitudinal data analysis using generalized linear models
LIANG, K.-Y., & ZEGER, S. L. (1986) · Biometrika · doi:10.1093/biomet/73.1.13 · Cited by 18,550 · see citing works
Treating tobacco use and dependence-Clinical practice guideline
Mc, F. (2000) · Medical Entomology and Zoology · Cited by 3,616 · see citing works
Treating Tobacco Use and Dependence
(2008) · PEDIATRICS · doi:10.1542/peds.2008-1627 · Cited by 2,701 · see citing works
Charbonneau, D. H. (2005) · Europe PMC (PubMed Central) · Cited by 2,041 · see citing works
Clinical Practice Guideline: Otitis Media with Effusion (Update)
Rosenfeld, R. M., Shin, J. J., Schwartz, S. R., Coggins, R., Gagnon, L., Hackell, J. M., Hoelting, D., Hunter, L. L., Kummer, A. W., Payne, S. C., et al. (2016) · Otolaryngology–Head and Neck Surgery · doi:10.1177/0194599815623467 · Cited by 2,006 · see citing works
Biochemical verification of tobacco use and cessation
Benowitz, N. L., III, P. J., Ahijevych, K., Jarvis, M. J., Hall, S., LeHouezec, J., Hansson, A., Lichtenstein, E., Henningfield, J., Tsoh, J., et al. (2002) · Nicotine & Tobacco Research · doi:10.1080/14622200210123581 · Cited by 1,800 · see citing works
Signs and Symptoms of Tobacco Withdrawal
Hughes, J. R. (1986) · Archives of General Psychiatry · doi:10.1001/archpsyc.1986.01800030107013 · Cited by 1,669 · see citing works
The transtheoretical model and stages of change
Prochaska, J. O., Redding, C. A., & Evers, K. E. (1996) · Cited by 1,328 · see citing works
Treating tobacco use and dependence: 2008 update: Clinical practice guideline
(2008) · PsycEXTRA Dataset · doi:10.1037/e481882008-001 · Cited by 1,219 · see citing works
Measures of abstinence in clinical trials: issues and recommendations
Hughes, J. R., Keely, J. P., NIAURA, R. S., Ossip-Klein, D. J., RICHMOND, R. L., & Swan, G. E. (2003) · Nicotine & Tobacco Research · doi:10.1093/ntr/5.1.13 · Cited by 1,058 · see citing works
Relapse situations and self-efficacy: An integrative model
Velicer, W. F., DiClemente, C. C., Rossi, J. S., & Prochaska, J. O. (1990) · Addictive Behaviors · doi:10.1016/0306-4603(90)90070-e · Cited by 830 · see citing works
The importance of behaviour in the maintenance of anxiety and panic: A cognitive account
Salkovskis, P. M. (1991) · Behavioural Psychotherapy · doi:10.1017/s0141347300011472 · Cited by 780 · see citing works
Cigarette Smoking Among Adults, United States
Maurice, E., Maurice, E., Trosclair, A., Merritt, R. K., Caraballo, R. S., Malarcher, A. M., Husten, C. G., & Pechacek, T. F. (2006) · Oncology Times · doi:10.1097/01.cot.0000294729.10854.1f · Cited by 777 · see citing works
Measures of abstinence in clinical trials: issues and recommendations
Hughes, J. R., Keely, J. P., NIAURA, R. S., Ossip-Klein, D. J., RICHMOND, R. L., & Swan, G. E. (2003) · Nicotine & Tobacco Research · doi:10.1080/1462220031000070552 · Cited by 712 · see citing works
Symptoms of Tobacco Withdrawal: A Replication and Extension
Hughes, J. R. (1991) · Archives of General Psychiatry · doi:10.1001/archpsyc.1991.01810250054007 · Cited by 449 · see citing works
How Does Physician Advice Influence Patient Behavior?: Evidence for a Priming Effect
Kreuter, M. W. (2000) · Archives of Family Medicine · doi:10.1001/archfami.9.5.426 · Cited by 442 · see citing works
Oxford Guide to Behavioural Experiments in Cognitive Therapy
Rouf, K. (2004) · Oxford University Press eBooks · doi:10.1093/med:psych/9780198529163.001.0001 · Cited by 438 · see citing works
Use of Smoking-Cessation Treatments in the United States
Shiffman, S. S., Brockwell, S. E., Pillitteri, J. L., & Gitchell, J. G. (2008) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2007.09.033 · Cited by 393 · see citing works
Distress tolerance and early smoking lapse
Brown, R. A., Lejuez, C. W., Kahler, C. W., Strong, D. R., & Zvolensky, M. J. (2005) · Clinical Psychology Review · doi:10.1016/j.cpr.2005.05.003 · Cited by 322 · see citing works
Prochaska, J. O., Velicer, W. F., Fava, J. L., Rossi, J. S., & Tsoh, J. Y. (2001) · Addictive Behaviors · doi:10.1016/s0306-4603(00)00151-9 · Cited by 307 · see citing works
Smoking cessation and smoking patterns in the general population: a 1‐year follow‐up
West, R., McEwen, A., Bolling, K., & Owen, L. (2001) · Addiction · doi:10.1046/j.1360-0443.2001.96689110.x · Cited by 304 · see citing works
Under-use of smoking-cessation treatments
Cokkinides, V. E., Ward, E., Jemal, A., & Thun, M. J. (2004) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2004.09.007 · Cited by 260 · see citing works
Systematic review of the effectiveness of stage based interventions to promote smoking cessation
Riemsma, R., Pattenden, J., Bridle, C., Sowden, A. J., Mather, L., Watt, I. S., & Walker, A. (2003) · BMJ · doi:10.1136/bmj.326.7400.1175 · Cited by 245 · see citing works
(1996) · American Journal of Psychiatry · doi:10.1176/ajp.153.10.1 · Cited by 243 · see citing works
Carpenter, M. J., Hughes, J. R., Solomon, L. J., & CALLAS, P. W. (2004) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.72.3.371 · Cited by 233 · see citing works
Self-citationCigarette smoking among adults--United States, 2007.
(2008) · PubMed · Cited by 230 · see citing works
Stop-smoking medications: Who uses them, who misuses them, and who is misinformed about them?
Bansal, M., Cummings, K. M., Hyland, A. J., & Giovino, G. A. (2004) · Nicotine & Tobacco Research · doi:10.1080/14622200412331320707 · Cited by 225 · see citing works
Are smokers adequately informed about the health risks of smoking and medicinal nicotine?
Cummings, K. M., Hyland, A. J., Giovino, G. A., Hastrup, J. L., Bauer, J. E., & Bansal, M. (2004) · Nicotine & Tobacco Research · doi:10.1080/14622200412331320734 · Cited by 211 · see citing works
A review of computer and Internet-based interventions for smoking behavior
Walters, S. T., Wright, J. A., & Shegog, R. (2005) · Addictive Behaviors · doi:10.1016/j.addbeh.2005.05.002 · Cited by 191 · see citing works
Applying the Transtheoretical Model to Tobacco Cessation and Prevention: A Review of Literature
Spencer, L. S., Pagell, F., Hallion, M. E., & Adams, T. B. (2002) · American Journal of Health Promotion · doi:10.4278/0890-1171-17.1.7 · Cited by 187 · see citing works
Motivating and helping smokers to stop smoking
Hughes, J. R. (2003) · Journal of General Internal Medicine · doi:10.1111/j.1525-1497.2003.20640.x · Cited by 183 · see citing works
Miller, N., Frieden, T. R., Liu, S. Y., Matte, T., Mostashari, F., Deitcher, D. R., Cummings, K. M., Chang, C. C., Bauer, U. E., & Bassett, M. T. (2005) · The Lancet · doi:10.1016/s0140-6736(05)66615-9 · Cited by 174 · see citing works
Prochaska, J. O., Velicer, W. F., Fava, J. L., Ruggiero, L., Laforge, R. G., Rossi, J. S., Johnson, S. S., & Lee, P. A. (2001) · Preventive Medicine · doi:10.1006/pmed.2000.0767 · Cited by 157 · see citing works
Does Enhancing Partner Support and Interaction Improve Smoking Cessation? A Meta-Analysis
Park, E.-W. (2004) · The Annals of Family Medicine · doi:10.1370/afm.64 · Cited by 150 · see citing works
Attitudes toward nicotine replacement therapy in smokers and ex-smokers in the general public
Etter, J. (2001) · Clinical Pharmacology & Therapeutics · doi:10.1067/mcp.2001.113722 · Cited by 148 · see citing works
Distribution of daily smokers by stage of change: Current population survey results
Wewers, M. E., Stillman, F. A., Hartman, A. M., & Shopland, D. R. (2003) · Preventive Medicine · doi:10.1016/s0091-7435(03)00044-6 · Cited by 144 · see citing works
Carpenter, M. J., Strange, C., Jones, Y. R., Dickson, M. R., Carter, C., Moseley, M. A., & Gilbert, G. E. (2007) · Annals of Behavioral Medicine · doi:10.1207/s15324796abm3301_3 · Cited by 109 · see citing works
Self-citationVogt, F., Hall, S. L., & Marteau, T. M. (2008) · Nicotine & Tobacco Research · doi:10.1080/14622200802239280 · Cited by 96 · see citing works
Attitudes and knowledge about nicotine and nicotine replacement therapy
Mooney, M. E., Leventhal, A. M., & Hatsukami, D. K. (2006) · Nicotine & Tobacco Research · doi:10.1080/14622200600670397 · Cited by 94 · see citing works
Medication screening for smoking cessation: A proposal for new methodologies
Perkins, K. A., Stitzer, M., & Lerman, C. (2006) · Psychopharmacology · doi:10.1007/s00213-005-0105-5 · Cited by 91 · see citing works
A comparison of cigarette smokers recruited through the Internet or by mail
Etter, J., & Perneger, T. (2001) · International Journal of Epidemiology · doi:10.1093/ije/30.3.521 · Cited by 89 · see citing works
Free Nicotine Patches plus Proactive Telephone Peer Support to Help Low-Income Women Stop Smoking
Solomon, L. J., Scharoun, G. M., Flynn, B. S., Walker, R. H. S., & Sepinwall, D. R. (2000) · Preventive Medicine · doi:10.1006/pmed.2000.0683 · Cited by 80 · see citing works
Size, consistency, and stability of stage effects for smoking cessation
Prochaska, J. O., Prochaska, J. O., Velicer, W. F., et al. (2003) · Addictive Behaviors · doi:10.1016/s0306-4603(03)00086-8 · Cited by 67 · see citing works
West, R., Gilsenan, A., Coste, F., et al. (2006) · Addiction · doi:10.1111/j.1360-0443.2006.01534.x · Cited by 65 · see citing works
Cigarette smoking among adults--United States, 2003.
(2005) · PubMed · Cited by 62 · see citing works
Effect of smoking reduction on later cessation: A pilot experimental study
Carpenter, M. J., Hughes, J. R., & Keely, J. P. (2003) · Nicotine & Tobacco Research · doi:10.1080/146222003100007385 · Cited by 59 · see citing works
Self-citationAssessing the generalizability of smoking studies
Hughes, J. R., Giovino, G. A., KUEVENS, R. M., & Fiore, M. C. (1997) · Addiction · doi:10.1111/j.1360-0443.1997.tb03378.x · Cited by 55 · see citing works
Cost effectiveness of the Oregon quitline “free patch initiative”
Fellows, J. L., Bush, T. M., McAfee, T. A., & Dickerson, J. F. (2007) · Tobacco Control · doi:10.1136/tc.2007.019943 · Cited by 55 · see citing works
The impact of a free nicotine patch starter kit on quit rates in a state quit line
Bush, T. M., McAfee, T. A., Deprey, M., Mahoney, L. D., Fellows, J. L., McClure, J. B., & Cushing, C. (2008) · Nicotine & Tobacco Research · doi:10.1080/14622200802323167 · Cited by 51 · see citing works
The Use of Nicotine Patches with Minimal Intervention
Jolicoeur, D. G., Ahluwalia, J. S., Richter, K. P., Mosier, M. C., Harris, K. J., Gibson, C., & Moranetz, C. A. (2000) · Preventive Medicine · doi:10.1006/pmed.2000.0670 · Cited by 41 · see citing works
Proactive telephone peer support to help pregnant women stop smoking
Solomon, L. J. (2000) · Tobacco Control · doi:10.1136/tc.9.suppl_3.iii72 · Cited by 41 · see citing works
Direct telemarketing of smoking cessation interventions: will smokers take the call?
Paul, C. L., Wiggers, J. H., Daly, J., Green, S. A., Walsh, R. A., Knight, J., & Girgis, A. (2004) · Addiction · doi:10.1111/j.1360-0443.2004.00773.x · Cited by 37 · see citing works
Pederson, L. L., & Nelson, D. E. (2007) · Nicotine & Tobacco Research · doi:10.1080/14622200701239548 · Cited by 36 · see citing works
Alberg, A. J., Margalit, R. S., Burke, A. E., et al. (2004) · Addictive Behaviors · doi:10.1016/j.addbeh.2004.04.007 · Cited by 34 · see citing works
Self-citationPreferences among five nicotine treatments based on information versus sampling
Schneider, N. G., Cortner, C., Justice, M., Gould, J. L., Amor, C., Hartman, N., Kleinman, L., & Olmstead, R. E. (2008) · Nicotine & Tobacco Research · doi:10.1080/14622200701767837 · Cited by 29 · see citing works
The internet and the industrial revolution in smoking cessation counselling
Etter, J. (2006) · Drug and Alcohol Review · doi:10.1080/09595230500459545 · Cited by 28 · see citing works
Jolicoeur, D. G., Richter, K. P., Ahluwalia, J. S., et al. (2003) · Substance Abuse · doi:10.1080/08897070309511538 · Cited by 23 · see citing works
An experimental test of the influence of prior cigarette smoking abstinence on future abstinence
Heil, S. H., Alessi, S. M., Lussier, J. P., et al. (2004) · Nicotine & Tobacco Research · doi:10.1080/14622200410001696619 · Cited by 22 · see citing works
DEFINING QUIT ATTEMPTS: WHAT DIFFERENCE DOES A DAY MAKE?
Carpenter, M. J., & Hughes, J. R. (2005) · Addiction · doi:10.1111/j.1360-0443.2004.00952.x · Cited by 15 · see citing works
Self-citationWest, R., Gilsenan, A., Coste, F., et al. (2006) · UCL Discovery (University College London) · Cited by 14 · see citing works
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Nicotine replacement therapy versus control for smoking cessation
Hartmann-Boyce, J., Chepkin, S. C., Ye, W., Bullen, C., & Lancaster, T. (2018) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd000146.pub5 · Cited by 697 · see citing works
Lindson, N., Chepkin, S. C., Ye, W., Fanshawe, T. R., Bullen, C., & Hartmann-Boyce, J. (2019) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd013308 · Cited by 254 · see citing works
Carpenter, M. J., Wahlquist, A. E., Dahne, J., Gray, K. M., Garrett‐Mayer, E., Cummings, K. M., Davis, R., & Egan, B. M. (2020) · Addiction · doi:10.1111/add.14953 · Cited by 50 · see citing works
Self-citationCropsey, K. L., Hendricks, P. S., Jardin, B., Clark, C. B., Katiyar, N., Willig, J., Mugavero, M., Raper, J. L., Saag, M., & Carpenter, M. J. (2013) · Addictive Behaviors · doi:10.1016/j.addbeh.2013.05.003 · Cited by 46 · see citing works
Self-citationDahne, J., Wahlquist, A. E., Boatright, A. S., Garrett-Mayer, E., Fleming, D. O., Davis, R., Egan, B., & Carpenter, M. J. (2018) · Contemporary Clinical Trials · doi:10.1016/j.cct.2018.07.008 · Cited by 16 · see citing works
Self-citationFang, P., Adkins-Hempel, M., Lischka, T., Basile, S., Rindal, D. B., Carpenter, M. J., Kopycka-Kedzierawski, D. T., Dahne, J., Helseth, S. A., Levy, D. E., et al. (2024) · BMC Oral Health · doi:10.1186/s12903-024-04758-w · Cited by 3 · see citing works
Self-citation
- Authors
- Carpenter, M. J., Alberg, A. J., Gray, K. M., & Saladin, M. E.
- Affiliations
- Medical University of South Carolina (US)
- Corresponding author
- Carpenter, Matthew J
- Venue
- Clinical Trials
- Publisher
- SAGE Publications
- Published
- 2010-03-25
- Volume
- 7
- Issue
- 2
- Pages
- 157-166
- ISSN
- 1740-7745 (ISSN-L)
- 1740-7753
- PMC
- PMC2902976
- OpenAlex
- W2090453844
- Cited by
- 41
- References
- 60
- Citations by year
- 2026: 2 · 2024: 3 · 2023: 1 · 2022: 1 · 2020: 2 · 2019: 3 · 2018: 3 · 2017: 1 · 2016: 3 · 2015: 5 · 2014: 5 · 2013: 6 · 2012: 3
- FWCI
- 2.60
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Clinical Trials (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- GlaxoSmithKline
- National Institute on Drug Abuse (K23DA020482, K12DA000357, R01DA021619)
- National Center for Research Resources (UL1RR029882)
- Topics
- Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Keywords
- smoking cessation, nicotine replacement therapy, self-efficacy, motivation to quit, online recruitment, health behavior change, telephone-delivered intervention
- MeSH terms
- Humans, Nicotine, Research Design, Telephone, Health Behavior, Smoking Cessation, Nicotinic Agonists
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