Using SmartQuit®, an Acceptance and Commitment Therapy Smartphone application, to reduce smoking intake
Open accessAbstract
Objective: SmartQuit® is a smartphone application (app) for smoking cessation based on Acceptance and Commitment Therapy, a behavioural therapy that encourages individuals to accept internal experiences, such as cravings to smoke, without acting on those experiences or urges. We used a single-subject (A-B-A) design with 10 participants to examine whether SmartQuit® use would reduce cigarette intake in a New Zealand sample. Methods: 10 smokers tallied their own cravings experienced and cigarettes smoked then sent those tallies to the first author every day until we observed stable patterns (Phase A1). We then gave the participants individual access to the SmartQuit® app (Phase B). When they advised that they had ceased using the app, they again recorded daily cravings and cigarettes smoked for a minimum of three days (Phase A2). We also collected follow-up smoking and craving data at 1, 2 and up to 13 months after completion of Phase A2. Results: Using SmartQuit® reduced our participants’ daily cigarette intake significantly in the short-term and three individuals remained smoke-free up to 13 months later. Cravings to smoke did not differ significantly across Phases A1, B and A2, but graphical analysis showed a trend for decreasing cravings. Conclusion: Our results suggest that SmartQuit® provides another readily accessible intervention to help people stop smoking and is suited for use with a New Zealand population.
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ACT-based mobile phone applications are shown to be effective in promoting psychological flexibility and reducing smoking intake.
“ACT-based mobile phone applications are shown to be effective in promoting psychological flexibility24 and reducing smoking intake.25”
From Mixed-methods feasibility outcomes for a novel ACT-based video game ‘ACTing Minds’ to support mental health (2024) · cites this paper as [25]
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Cites
Acceptance and commitment therapy: model, processes and outcomes
Hayes, S. C., Luoma, J. B., Bond, F. W., Masuda, A., & Lillis, J. (2006) · Behaviour Research and Therapy · doi:10.1016/j.brat.2005.06.006 · Cited by 6,587 · cited 1× · see citing works
“Under an ACT framework, clients are taught not to fight or avoid challenges but instead to embrace and accept them whilst acting on their fundamental values.(11) Being aware or mindful of urges to smoke is preferred over symptom reduction, as the aim is to change the person’s relationship with their symptoms.”
BackgroundHayes, S. C. (2004) · Behavior Therapy · doi:10.1016/s0005-7894(04)80013-3 · Cited by 2,493 · see citing works
21st-Century Hazards of Smoking and Benefits of Cessation in the United States
Jha, P., Ramasundarahettige, C., Landsman, V., Rostron, B., Thun, M., Anderson, R. N., McAfee, T., & Peto, R. (2013) · New England Journal of Medicine · doi:10.1056/nejmsa1211128 · Cited by 1,767 · see citing works
Smoking prevalence and cigarette consumption in 187 countries, 1980-2012
Ng, M., Freeman, M. K., Fleming, T. D., Robinson, M., Dwyer-Lindgren, L., Thomson, B., Wollum, A., Sanman, E., Wulf, S., Lopez, A. D., et al. (2014) · JAMA · doi:10.1001/jama.2013.284692 · Cited by 1,576 · see citing works
Heatherton, T. F., Kozlowski, L. T., Frecker, R. C., Rickert, W. S., & Robinson, J. C. (1989) · British Journal of Addiction · doi:10.1111/j.1360-0443.1989.tb03059.x · Cited by 1,316 · see citing works
Mobile phone-based interventions for smoking cessation
Whittaker, R., McRobbie, H., Bullen, C., Rodgers, A., & Gu, Y. (2016) · Cochrane Database of Systematic Reviews · doi:10.1002/14651858.cd006611.pub4 · Cited by 1,079 · see citing works
Understanding Self-Report Bias in Organizational Behavior Research
Donaldson, S. I., & Grant-Vallone, E. J. (2002) · Journal of Business and Psychology · doi:10.1023/a:1019637632584 · Cited by 1,068 · see citing works
Mobile Health Technology Evaluation
Kumar, S., Nilsen, W. J., Abernethy, A., Atienza, A., Patrick, K., Pavel, M., Riley, W. T., Shar, A., Spring, B., Spruijt-Metz, D., et al. (2013) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2013.03.017 · Cited by 900 · see citing works
Hayes, S. C. (2016) · Behavior Therapy · doi:10.1016/j.beth.2016.11.006 · Cited by 785 · see citing works
Giovino, G. A., Mirza, S. A., Samet, J. M., Gupta, P. C., Jarvis, M. J., Bhala, N., Peto, R., Zatonski, W., Hsia, J., Morton, J., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61085-x · Cited by 740 · see citing works
(2009) · Cited by 655 · see citing works
Acceptance-based treatment for smoking cessation
Gifford, E. V., Kohlenberg, B. S., Hayes, S. C., Antonuccio, D. O., Piasecki, M. M., Rasmussen-Hall, M. L., & Palm, K. M. (2004) · Behavior Therapy · doi:10.1016/s0005-7894(04)80015-7 · Cited by 499 · see citing works
Borland, R., Yong, H., O’Connor, R. J., Hyland, A. J., & Thompson, M. E. (2010) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntq038 · Cited by 373 · see citing works
iPhone Apps for Smoking Cessation
Abroms, L. C., Padmanabhan, N., Thaweethai, L., & Phillips, T. (2011) · American Journal of Preventive Medicine · doi:10.1016/j.amepre.2010.10.032 · Cited by 365 · see citing works
Bricker, J. B., Mull, K. E., Kientz, J. A., Vilardaga, R., Mercer, L. D., Akioka, K. J., & Heffner, J. L. (2014) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2014.07.006 · Cited by 340 · see citing works
Forman, E. M., Hoffman, K. L., McGrath, K. B., Herbert, J. D., Brandsma, L. L., & Lowe, M. R. (2007) · Behaviour Research and Therapy · doi:10.1016/j.brat.2007.04.004 · Cited by 295 · see citing works
Smoking Cessation Rates in the United States: A Comparison of Young Adult and Older Smokers
Messer, K. S., Trinidad, D. R., Al‐Delaimy, W. K., & Pierce, J. P. (2008) · American Journal of Public Health · doi:10.2105/ajph.2007.112060 · Cited by 270 · see citing works
Gifford, E. V., Kohlenberg, B. S., Hayes, S. C., Pierson, H. M., Piasecki, M. P., Antonuccio, D. O., & Palm, K. M. (2011) · Behavior Therapy · doi:10.1016/j.beth.2011.03.002 · Cited by 200 · see citing works
Bricker, J., Wyszynski, C., Comstock, B., & Heffner, J. L. (2013) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntt056 · Cited by 170 · cited 6× · see citing works
“Bricker et al.17 found that a web-based intervention for smoking cessation based on ACT called WebQuit was more successful than a web-based intervention that did not incorporate ACT principles.”
BackgroundInfluentialSingle-Case Experimental Designs to Evaluate Novel Technology-Based Health Interventions
Dallery, J., Cassidy, R. N., & Raiff, B. R. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2227 · Cited by 168 · see citing works
Etter, J. (2004) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2004.08.015 · Cited by 143 · see citing works
Hernández-López, M., Luciano, M. C., Bricker, J. B., Roales-Nieto, J. G., & Montesinos, F. (2009) · Psychology of Addictive Behaviors · doi:10.1037/a0017632 · Cited by 137 · cited 7× · see citing works
“Participants in an ACT condition experienced similar treatment effects but a five times higher abstinence rate compared to participants in a CBT condition, who experienced higher relapse rates.(14) ACT smoking cessation treatment also produces better long-term outcomes compared to Nicotine Replacement Therapy.”
BackgroundMethodResultInfluential(2008) · Cited by 87 · see citing works
Bricker, J. B., Copeland, W. K., Mull, K. E., Zeng, E. Y., Watson, N. L., Akioka, K. J., & Heffner, J. L. (2016) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2016.10.029 · Cited by 84 · see citing works
Telephone counseling increases cessation rates among young adult smokers.
Rabius, V. A., McAlister, A. L., Geiger, A., Huang, P. P., & Todd, R. (2004) · Health Psychology · doi:10.1037/0278-6133.23.5.539 · Cited by 77 · see citing works
Predictors of utilization of a novel smoking cessation smartphone app
Zeng, E. Y., Vilardaga, R., Heffner, J. L., Mull, K. E., & Bricker, J. B. (2015) · Telemedicine and e-Health · doi:10.1089/tmj.2014.0232 · Cited by 71 · see citing works
Tobias, M. I., Cavana, R. Y., & Bloomfield, A. (2010) · American Journal of Public Health · doi:10.2105/ajph.2009.171165 · Cited by 63 · see citing works
Butler, R., Sargisson, R. J., & Elliffe, D. M. (2010) · Applied Animal Behaviour Science · doi:10.1016/j.applanim.2010.11.001 · Cited by 62 · see citing works
Self-citationUse of the single subject design for practice based primary care research
Janosky, J. E. (2005) · Postgraduate Medical Journal · doi:10.1136/pgmj.2004.031005 · Cited by 55 · see citing works
Smartphone apps for weight loss and smoking cessation: Quality ranking of 120 apps.
Patel, R., Sulzberger, L., Li, G., et al. (2015) · PubMed · Cited by 49 · see citing works
Bryant, J., Bonevski, B., Paul, C. L., & Lecathelinais, C. (2011) · BMC Medical Research Methodology · doi:10.1186/1471-2288-11-153 · Cited by 34 · see citing works
Mak, Y. W., & Loke, A. Y. (2015) · BMC Public Health · doi:10.1186/s12889-015-1485-z · Cited by 22 · cited 2× · see citing works
“ACT in contrast, attempts to help people to stop trying to control or avoid internal cues such as cravings to smoke.(15) ACT instead encourages individuals to experience and accept their cravings,(27) and to allow the cravings to pass without acting on them.”
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Gordon, T. C., Kemp, A. H., & Edwards, D. J. (2024) · BMJ Open · doi:10.1136/bmjopen-2023-080972 · Cited by 4 · see citing works
“25 Considering this, we believe that choosing ACT as the basis for our game will allow us to harness the advantages of third-wave therapies as transdiagnostic therapeutic tools and integrate these with those of videogames, and if made well, will be engaging, educational, and capable of promoting…”
BackgroundAcceptance and Commitment Therapy (ACT) for Smoking Cessation: A Scoping Review
Liu, J., Pei, Y., Ma, H., Liu, X., Zhang, X., Xia, W., & Yang, Q. (2026) · Nursing Research · doi:10.1097/nnr.0000000000000900
- Authors
- Singh, S., Starkey, N. J., & Sargisson, R. J.
- Affiliations
- University of Waikato (NZ)
- Corresponding author
- Sargisson, Rebecca J
- Venue
- DIGITAL HEALTH
- Publisher
- SAGE Publications
- Published
- 2017-01
- Volume
- 3
- Pages
- 2055207617729535-2055207617729535
- ISSN
- 2055-2076 (ISSN-L)
- PMC
- PMC6001237
- OpenAlex
- W2754213248
- Cited by
- 12
- References
- 32
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 1 · 2023: 2 · 2022: 1 · 2021: 2 · 2019: 2 · 2018: 1
- FWCI
- 0.61
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- Digital Health (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Research Commons (University of Waikato) (submittedVersion, cc-by)
- Topics
- Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
- Social Sciences › Psychology › Clinical Psychology › Mindfulness and Compassion Interventions
- Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
- Keywords
- acceptance and commitment therapy, smoking cessation, mobile application, cigarette craving, digital health interventions
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