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Behavioural interventions for smoking cessation: a meta-analysis of randomized controlled trials
Abstract
AIMS: Widely varying estimates of treatment effects have been reported in randomized controlled trials (RCTs) investigating the efficacy of behavioural interventions for smoking cessation. Previous meta-analyses investigating behavioural interventions have important limitations and do not include recently published RCTs. We undertook a meta-analysis of RCTs to synthesize the treatment effects of four behavioural interventions, including minimal clinical intervention (brief advice from a healthcare worker), and intensive interventions, including individual, group, and telephone counselling. METHODS AND RESULTS: We searched the CDC Tobacco Information and Prevention, Cochrane Library, EMBASE, Medline, and PsycINFO databases. We included only RCTs that reported biochemically validated smoking cessation outcomes at 6 and/or 12 months after the target quit date. Outcomes were aggregated using hierarchical Bayesian random-effects models. We identified 50 RCTs, which randomized n = 26 927 patients (minimal clinical intervention: 9 RCTs, n = 6456; individual counselling: 23 RCTs, n = 8646; group counselling: 12 RCTs, n = 3600; telephone counselling: 10 RCTs, n = 8225). The estimated mean treatment effects were minimal clinical intervention [odds ratio (OR) 1.50, 95% credible interval (CrI) 0.84-2.78], individual counselling (OR 1.49, 95% CrI 1.08-2.07), group counselling (OR 1.76, 95% CrI 1.11-2.93), and telephone counselling (OR 1.58, 95% CrI 1.15-2.29). CONCLUSION: Intensive behavioural interventions result in substantial increases in smoking abstinence compared with control. Although minimal clinical intervention may increase smoking abstinence, there is insufficient evidence to draw strong conclusions regarding its efficacy.
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“In a review of 50 randomised controlled trials 22 and another review of 23 studies since January 2000, 23 a group format for a behavioural intervention was not found to be significantly different from an individual format”
From Evaluating Long-term Outcomes of NHS Stop Smoking Services (ELONS): a prospective cohort study (2015) · cites this paper as [22]
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Self-citationBupropion for Smoking Cessation in Patients Hospitalized With Acute Myocardial Infarction
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Windle, S. B., Filion, K. B., Mancini, J. G., Adye-White, L., Joseph, L., Gore, G. C., Habib, B., Grad, R., Pilote, L., & Eisenberg, M. J. (2016) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2016.07.011 · Cited by 46
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Smith, S. S., Arndt, L. M. R., Caskey, M., Fossum, J., Strickland, R., Culhane, J., & Waukau, J. (2014) · The Counseling Psychologist · doi:10.1177/0011000014542601 · Cited by 39
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Ali, A. Y., Safwat, T., Onyemelukwe, G. C., Otaibi, M. A. A., Amir, A., Nawas, Y. N., Aouina, H., Afif, M. H., & Bolliger, C. T. (2012) · Respiration · doi:10.1159/000337726 · Cited by 37
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“Empirical support for the efficacy of behavioral interventions has been shown in research focused on disease prevention (eg, seeking to increase health promoting behaviors or to decrease health-damaging behaviors [3-6]) as well as research focused on helping people manage symptoms of diagnosed physical and mental heal…”
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Murthy, P., & Nanjayya, S. B. (2010) · Current Opinion in Psychiatry · doi:10.1097/yco.0b013e328336653f · Cited by 28
Web-based Approach Bias Modification in smokers: A randomized-controlled study
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“Despite, the classification and evaluation of quit rates of the ‘RauchfreiProgramm’ is still possible since abstinence rates of self-quit attempts and of other interventions have been thoroughly examined in numerous studies [8, 9, 42].”
BackgroundMethodTrends in Smoking Among Adults From 1980 to 2009: The Minnesota Heart Survey
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“The primary measure was the proportion of individuals with maintenance of their tobacco abstinence at the completion of the protocol (Lancaster, Stead, & Cahill, 2008; Mottillo et al., 2009).”
BackgroundBerg, C. J., Ahluwalia, J. S., & Cropsey, K. L. (2013) · Journal of Correctional Health Care · doi:10.1177/1078345813499307 · Cited by 23
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“, 2008), although the average total duration of group or individual tobacco counseling is rarely more than 15 hours (Mottillo et al., 2009).”
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“Previous studies of cognitive behavioral interventions for smoking cessation [20, 33] and studies of cognitive behavioral interventions for smoking cessation with components targeting depressive symptoms [24, 31] suggest that quit rates after treatment may range between 28% and 61.”
BackgroundSmoking Cessation in Patients With Acute Coronary Syndrome
Franck, C., Filion, K. B., & Eisenberg, M. J. (2018) · The American Journal of Cardiology · doi:10.1016/j.amjcard.2018.01.017 · Cited by 23
Self-citationJawad, A., Patel, D., Brima, N., & Stephenson, J. (2019) · Sexual & Reproductive Healthcare · doi:10.1016/j.srhc.2019.100461 · Cited by 23
“No qualifications 3(10) 3(13) 2(2) 7(3)”
BackgroundInfluentialSchuman‐Olivier, Z., Hoeppner, B. B., Evins, A. E., & Brewer, J. A. (2014) · Substance Use & Misuse · doi:10.3109/10826084.2014.850254 · Cited by 23
“…MA Address correspondence to: Zev Schuman-Olivier, Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA; E-mail: zschuman@cha.harvard.edu only about 5% to 20% of smokers remain abstinent 6 months after a cessation attempt (Mottillo et al., 2009).”
Backgroundde Viron, S., Malats, N., der Heyden, J. V., Oyen, H. J. V., & Brand, A. M. (2013) · Public Health Genomics · doi:10.1159/000351453 · Cited by 21
Text messaging in smoking cessation: the txt2stop trial
Bennett, D., & Emberson, J. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60882-9 · Cited by 20
Attempting Tobacco Cessation - An Oral Physician's Perspective
Pai, A., & Prasad, S. (2012) · Asian Pacific Journal of Cancer Prevention · doi:10.7314/apjcp.2012.13.10.4973 · Cited by 19
Two brief valid measures of therapeutic alliance in counseling for tobacco dependence
Warlick, C. A., Richter, K. P., Catley, D., Gajewski, B. J., Martin, L. E., & Mussulman, L. M. (2017) · Journal of Substance Abuse Treatment · doi:10.1016/j.jsat.2017.12.010 · Cited by 19
“Counseling is an effective intervention for smoking cessation, increasing the likelihood of quitting by 40–60% compared to minimal support (Mottillo et al., 2008).”
Hogea, L., Tabugan, D. C., Costea, I., Albai, O., Nussbaum, L. A., Cojocaru, A., Corsaro, L., & Anghel, T. (2025) · Medicina · doi:10.3390/medicina61020278 · Cited by 19
“Additionally, in concordance with older studies, many participants noted that the acute effects of psilocybin, including heightened emotional awareness and introspection, overshadowed any withdrawal symptoms they might have experienced, making it easier to abstain from smoking [77,78].”
Predicting use of assistance when quitting: A longitudinal study of the role of quitting beliefs
Myers, M. G., Strong, D. R., Linke, S., Hofstetter, C. R., & Al‐Delaimy, W. K. (2015) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2015.02.003 · Cited by 18
“Unassisted quitting, where the smoker does not employ any evidence-based treatment, is thus the norm, despite better cessation outcomes when using smoking cessation assistance (Fiore et al., 2008; Mottillo et al., 2009; Piper et al., 2009).”
BackgroundZhang, Z., & Fang, H. (2016) · IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies · doi:10.1109/chase.2016.19 · Cited by 18
Col, P. D., Baron, C., Guillaumin, C., Bouquet, É., & Fanello, S. (2010) · Revue des Maladies Respiratoires · doi:10.1016/j.rmr.2010.03.001 · Cited by 18
MIFuzzy clustering for incomplete longitudinal data in smart health
Fang, H. (2017) · Smart Health · doi:10.1016/j.smhl.2017.04.002 · Cited by 18
Jones, C. M., & Schüz, B. (2021) · Journal of Behavioral Medicine · doi:10.1007/s10865-021-00248-4 · Cited by 16
Cordero, A., Bertoméu, V., Mazón, P., Cosín, J., Galve, E., Lekuona, I., de la Guía-Galipienso, F., & González‐Juanatey, J. R. (2012) · Revista Española de Cardiología · doi:10.1016/j.recesp.2012.03.012 · Cited by 17
Vilardaga, R., Heffner, J. L., Mercer, L. D., & Bricker, J. B. (2014) · Behaviour Research and Therapy · doi:10.1016/j.brat.2014.07.008 · Cited by 17
“Unfortunately, although there has been considerable innovation in pharmacotherapeutic interventions for smoking cessation over the past 25 years, behavioral interventions have seen little change during this time (Mottillo et al., 2009).”
BackgroundKotsen, C., Santorelli, M. L., Bloom, E. L., Goldstein, A. O., Ripley‐Moffitt, C., Steinberg, M. B., Burke, M. V., & Foulds, J. (2018) · Nicotine & Tobacco Research · doi:10.1093/ntr/nty162 · Cited by 17
“Second, Mottillo et al. 16 conducted a meta-analysis of individual, group, and telephone counseling outcomes from 50 RCTs ( N = 26 927) conducted in Europe, North America, and Australia.”
BackgroundSalloum, R. G., Rojewski, A. M., Piper, M. E., Blalock, J. A., Borrelli, B., Boyce, L. M., Minnix, J. A., Dogar, O. F., Tomko, R. L., Jorenby, D. E., et al. (2021) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntab140 · Cited by 15
Wilson, S. M., Hair, L. P., Hertzberg, J. S., Kirby, A. C., Olsen, M. K., Lindquist, J. H., Maciejewski, M. L., Beckham, J. C., & Calhoun, P. S. (2016) · Contemporary Clinical Trials · doi:10.1016/j.cct.2016.08.008 · Cited by 14
LGBTQ Youth and Young Adult Perspectives on a Culturally Tailored Group Smoking Cessation Program
Baskerville, N. B., Shuh, A., Wong, K., Dash, D., & Abramowicz, A. (2017) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntx011 · Cited by 14
Figueiró, L. R., Barros, H. M. T., Ferigolo, M., & Dantas, D. C. M. (2017) · Trends in Psychiatry and Psychotherapy · doi:10.1590/2237-6089-2016-0041 · Cited by 13
Multiple Perspectives on Tobacco Use among Youth with Mental Health Disorders and Addictions
Morris, C. D., May, M. G., Devine, K., Smith, S. M., DeHay, T. L., & Mahalik, J. L. (2011) · American Journal of Health Promotion · doi:10.4278/ajhp.100610-qual-179 · Cited by 13
Psycho- und Pharmakotherapie bei schädlichem Tabakgebrauch und -abhängigkeit
Batra, A., Petersen, K. U., Hoch, E., Mann, K. F., Kröger, C. B., Schweizer, C., Jähne, A., Rüther, T., Thürauf, N., & Mühlig, S. (2015) · Der Nervenarzt · doi:10.1007/s00115-015-0037-1 · Cited by 13
HIV-related pneumococcal disease prevention in adults
Feldman, C. H., Anderson, R., & Rossouw, T. M. (2017) · Expert Review of Respiratory Medicine · doi:10.1080/17476348.2017.1289841 · Cited by 12
“Pharmacotherapy, such as nicotine replacement therapy, bupropion, and varenicline, do not seem to have significant interactions with cART [164] and may have additional benefits when combined with behavioral interventions although not all meta-analyses support this view [155,161,165].”
BackgroundMeng, Y., Xiang, S., Qu, L., & Li, Y. (2024) · Frontiers in Public Health · doi:10.3389/fpubh.2024.1361186 · Cited by 15
“However, inconsistent effectiveness reported by RCTs and meta-analysis of the above pharmacological therapies is not excellent enough, and the relapse rate remains high (3).”
BackgroundAlba, L. H., Murillo, R., & Castillo, J. S. (2013) · Salud Pública de México · doi:10.1590/s0036-36342013000200012 · Cited by 10
Girgis, S. T., Adily, A., Velasco, M.-J., Zwar, N. A., Jalaludin, B. B., & Ward, J. (2011) · Australian Journal of Primary Health · doi:10.1071/py10066 · Cited by 10
“Further, there is accumulating evidence to suggest that telephone counselling, whether or not initiated by calls to help lines, result in substantial increases in smoking abstinence (Stead et al. 2006; Mottillo et al. 2009).”
BackgroundBartels, C., AbuHaliga, A. R. Y., McGee, H. M., Morgan, K., McElvaney, N. G., & Doyle, F. (2012) · Irish Journal of Medical Science (1971 -) · doi:10.1007/s11845-011-0792-3 · Cited by 10
Wu, L., He, Y., Jiang, B., Zhang, D., Tian, H., Zuo, F., Lam, T. H., & Cheung, Y. T. D. (2015) · BMC Public Health · doi:10.1186/s12889-015-1749-7 · Cited by 9
“In general, commonly used behavioral intervention categories fall into two categories: brief or minimal interventions and intensive interventions [9].”
BackgroundAcar, T., Gallagher, C., Gören, Y., Erbas, B., & Özkara, A. (2024) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph21030310 · Cited by 9
“Accordingly, the importance of cognitive behavioral therapy in quitting smoking was found to be high in our study, similar to previous studies [41,42].”
BackgroundResultSmoking Cessation Strategies After Acute Coronary Syndrome
Nazir, A., Ujjar, S. S., Seddiki, M., Jheinga, M., & Fan, L. M. (2025) · Journal of Clinical Medicine · doi:10.3390/jcm14041388 · Cited by 9
“A meta-analysis of four RCTs showed that intensive behavioural therapy resulted in better smoking cessation [21].”
Harm reduction in tobacco control: where do we draw the line?
Al‐Hamdani, M., & Manly, E. (2022) · Journal of Public Health Policy · doi:10.1057/s41271-021-00327-5 · Cited by 9
Salisbury, C., O’Cathain, A., Thomas, C., Edwards, L., Montgomery, A. A., Hollinghurst, S. P., Large, S., Nicholl, J. P., Pope, C. J., Rogers, A. E., et al. (2017) · Programme Grants for Applied Research · doi:10.3310/pgfar05010 · Cited by 9
Hooper, M. W., & Carver, C. S. (2016) · Journal of Consulting and Clinical Psychology · doi:10.1037/ccp0000109 · Cited by 9
“Among the best approaches for smoking cessation is CBT with adjuvant pharmacotherapy (Fiore et al., 2008; Lemmens, Oenema, Knut, & Brug, 2008; Moore et al., 2009; Mottillo et al., 2009; Webb, 2008).”
BackgroundKim, B. S., Lim, Y., Shin, J., Kim, S. H., Roh, S., Choi, Y. W., Shin, J., Park, J., & Kim, K.-S. (2019) · Global Heart · doi:10.1016/j.gheart.2019.04.001 · Cited by 9
“There are several well-known smoking cessation treatments, including behavioral and pharmacological treatment [7,8].”
BackgroundTseng, T., Celestin, M. D., Yu, Q., Li, M., Luo, T., & Moody‐Thomas, S. (2021) · Frontiers in Public Health · doi:10.3389/fpubh.2021.712635 · Cited by 8
“A 2009 meta-analysis found that intensive interventions such as behavioral group counseling were more likely to promote smoking cessation compared to controls (10).”
Background
Metadata
- Authors
- Mottillo, S., Filion, K. B., Bélisle, P., Joseph, L., Gervais, A., O'Loughlin, J., Paradis, G., Pihl, R., Pilote, L., Rinfret, S., Tremblay, M., & Eisenberg, M. J.
- Affiliations
- Jewish General Hospital (CA)
- McGill University Health Centre (CA)
- McGill University (CA)
- Corresponding author
- Eisenberg, Mark J.
- ORCID
- Venue
- European Heart Journal
- Publisher
- Oxford University Press (OUP)
- Published
- 2008-12-24
- Volume
- 30
- Issue
- 6
- Pages
- 718-730
- ISSN
- 0195-668X (ISSN-L)
- 1522-9645
- OpenAlex
- W2025716661
- Cited by
- 171
- References
- 78
- Citations by year
- 2026: 4 · 2025: 6 · 2024: 4 · 2023: 6 · 2022: 14 · 2021: 5 · 2020: 4 · 2019: 3 · 2018: 10 · 2017: 11 · 2016: 9 · 2015: 18 · 2014: 13 · 2013: 19 · 2012: 14
- FWCI
- 1.04
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- European Heart Journal (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Canadian Institutes of Health Research
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Smoking Behavior and Cessation
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Social Sciences › Psychology › Applied Psychology › Behavioral Health and Interventions
- Keywords
- smoking cessation, behavioral interventions, brief advice, individual counseling, group counseling, telephone counseling, smoking abstinence, treatment efficacy
- MeSH terms
- Smoking Prevention, Behavior Therapy, Female, Humans, Male, United States, Randomized Controlled Trials as Topic, Smoking Cessation
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