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Park MH, Song HY. Transtheoretical model to predict the stages of changes in smoking cessation behavior among adolescents. Front Public Health 2024; 12:1399478. [PMID: 39081357 PMCID: PMC11286591 DOI: 10.3389/fpubh.2024.1399478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Accepted: 06/24/2024] [Indexed: 08/02/2024] Open
Abstract
Introduction Previous studies on adolescent smoking cessation behavior based on the transtheoretical model have primarily focused on the development of cessation programs. Attempting to quit smoking is a prerequisite for executing smoking cessation. Appropriate methods must be selected based on the characteristics and intentions of individuals to increase smokers' satisfaction and success rates in quitting. Therefore, this study aimed to identify changing processes influencing the stages of change associated with successful smoking cessation among adolescents and examined the related factors. This descriptive study explored a transtheoretical model of different stages of changes in smoking cessation behavior among adolescent smokers. Methods The participants included 237 middle and high school students in South Korea. We examined the differences in stages of changes in smoking cessation behaviors based on general characteristics, smoking-related characteristics, smoking cessation change processes (cognitive and behavioral), smoking decisional balance (pros and cons of smoking), and self-efficacy. Results The probability of reaching the preparation stage of smoking cessation was significantly lower among participants who did not know their father's educational level than among those who knew their father's educational level. Conversely, this probability was significantly higher among participants whose mothers had a college or higher education level and those who did not know their mother's educational level than in those whose mothers had a high school or lower education level. Conclusion These findings indicated that parental education is a significant predictor of the preparation stage of smoking cessation, highlighting the importance of the family environment in facilitating smoking cessation among adolescents. Accordingly, communication and support at home could help reinforce adolescents' determination to quit smoking and make relevant plans. Thus, smoking cessation support should stress the need to enhance communication at home.
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Affiliation(s)
- Min Hee Park
- Department of Nursing, Wonkwang University, Iksan, Republic of Korea
| | - Hye-Young Song
- College of Nursing, Woosuk University, Jeonju, Republic of Korea
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Park MH, An B. Comparison of the Predictors of Smoking Cessation Plans between Adolescent Conventional Cigarette Smokers and E-Cigarette Smokers Using the Transtheoretical Model. CHILDREN (BASEL, SWITZERLAND) 2024; 11:598. [PMID: 38790593 PMCID: PMC11119963 DOI: 10.3390/children11050598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 05/07/2024] [Accepted: 05/14/2024] [Indexed: 05/26/2024]
Abstract
Recently, there has been a shift in smoking patterns among adolescents, with a decrease in the prevalence of conventional cigarette smoking and an increase in the use of electronic cigarettes (e-cigarettes). The harmful effects of e-cigarettes are remarkable, highlighting the need for proactive interventions for adolescent users and smoking cessation that consider the characteristics of both conventional cigarette smokers and e-cigarette users. This study aims to investigate the smoking status of adolescent conventional cigarette and e-cigarette smokers and to analyze the predictors of their smoking cessation plans (SCPs) based on the transtheoretical model. Self-rated health, prior smoking cessation education, consciousness-raising, and dramatic relief as types of experiential processes of change, and formation of helping relationships as a type of behavioral process of change significantly differed according to the type of cigarette behavior among adolescents. The predictors of SCP among adolescents were perceived pros of smoking and academic performance among conventional cigarette smokers and behavioral process of change, perceived pros of smoking, and economic status among e-cigarette users. This study identified differences in the characteristics and predictors of SCP. Strategies tailored to each specific adolescent smoking population are further required to promote smoking cessation.
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Affiliation(s)
- Min-Hee Park
- Department of Nursing, Wonkwang University, Iksan 54538, Republic of Korea;
| | - Bomi An
- Department of Nursing, Hannam University, Daejeon 34430, Republic of Korea
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Hong Q, Liao Y, Zhang N. Implicit Theories of Smoking and Intention to Quit: A Serial Mediation Model. Nicotine Tob Res 2024; 26:621-628. [PMID: 37878750 DOI: 10.1093/ntr/ntad213] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 09/06/2023] [Accepted: 10/16/2023] [Indexed: 10/27/2023]
Abstract
INTRODUCTION There is growing evidence that implicit theories of smoking (ITS)-whether smokers perceive smoking behavior as malleable or fixed-are significant predictors of quitting intentions. AIMS AND METHODS This cross-sectional study aims to investigate the underlying mechanisms of implicit theories on smoking in predicting smokers' intentions to quit. We conducted multiple linear regression with quitting intentions as the dependent variable, ITS as the independent variable, and sociodemographic variables, quitting attempts in the past year, and receiving quitting advice in the past 12 months as the covariates. The mediating role of consideration of future consequences (CFC) and self-efficacy in the relationship between implicit theories of smoking and quitting intentions was evaluated by mediation analyses. RESULTS A total of 510 smokers were included in the final analyses. Smokers holding a higher incremental theory of smoking reported a higher likelihood of considering future consequences (β = 0.289, p < .001) and a weaker possibility of considering immediate results (β = -0.317, p < .001), which, in turn, enhanced their quitting self-efficacy and then led to stronger intentions to quit smoking (β = 0.261, p < .001). CONCLUSIONS The current study enriched our understanding of the underlying mechanisms that connect smokers' ITS and their likelihood of smoking cessation such that higher incremental theories of smoking predict stronger intention to quit smoking, and the effect was serially mediated by smokers' likelihood of considering future consequences of their behavior and their perceived self-efficacy for smoking cessation. IMPLICATIONS This study indicated the mediating role of CFC and self-efficacy for smoking cessation on the relationship between the ITS and quitting intentions. These two psychological factors and the pathways may be important points for understanding the model of implicit theories for smoking and improving the effectiveness of implicit theories-based intervention on smoking cessation.
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Affiliation(s)
- Qiumian Hong
- Department of Social Medicine, School of Public Health and Center for Clinical Big Data and Analytics of the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China
| | - Yanhui Liao
- Department of Psychiatry, Sir Run Run Shaw Hospital, Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China
| | - Ning Zhang
- Department of Social Medicine, School of Public Health and Center for Clinical Big Data and Analytics of the Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, Zhejiang, P. R. China
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Kundu A, Sultana N, Felsky D, Moraes TJ, Selby P, Chaiton M. An overview of systematic reviews on predictors of smoking cessation among young people. PLoS One 2024; 19:e0299728. [PMID: 38466736 PMCID: PMC10927074 DOI: 10.1371/journal.pone.0299728] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 02/15/2024] [Indexed: 03/13/2024] Open
Abstract
Understanding the factors that influence smoking cessation among young people is crucial for planning targeted cessation approaches. The objective of this review was to comprehensively summarize evidence for predictors of different smoking cessation related behaviors among young people from currently available systematic reviews. We searched six databases and reference lists of the included articles for studies published up to October 20, 2023. All systematic reviews summarizing predictors of intention to quit smoking, quit attempts, or smoking abstinence among people aged 10-35 years were included. We excluded reviews on effectiveness of smoking cessation intervention; smoking prevention and other smoking behaviors; cessation of other tobacco products use, dual use, and polysubstance use. We categorized the identified predictors into 5 different categories for 3 overlapping age groups. JBI critical appraisal tool and GRADE-CERqual approach were used for quality and certainty assessment respectively. A total of 11 systematic reviews were included in this study; all summarized predictors of smoking abstinence/quit attempts and two also identified predictors of intention to quit smoking. Seven reviews had satisfactory critical appraisal score and there was minimal overlapping between the reviews. We found 4 'possible' predictors of intention to quit smoking and 119 predictors of smoking abstinence/quit attempts. Most of these 119 predictors were applicable for ~10-29 years age group. We had moderate confidence on the 'probable', 'possible', 'insufficient evidence', and 'inconsistent direction' predictors and low confidence on the 'probably unrelated' factors. The 'probable' predictors include a wide variety of socio-demographic factors, nicotine dependence, mental health, attitudes, behavioral and psychological factors, peer and family related factors, and jurisdictional policies. These predictors can guide improvement of existing smoking cessation interventions or planning of new targeted intervention programs. Other predictors as well as predictors of intention to quit smoking need to be further investigated among adolescents and young adults separately.
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Affiliation(s)
- Anasua Kundu
- Institute of Medical Science, University of Toronto, Toronto, Canada
- Centre for Addiction and Mental Health, Toronto, Canada
| | - Nahid Sultana
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Daniel Felsky
- Institute of Medical Science, University of Toronto, Toronto, Canada
- Centre for Addiction and Mental Health, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
| | - Theo J. Moraes
- Institute of Medical Science, University of Toronto, Toronto, Canada
- The Hospital for Sick Children (SickKids), Toronto, Canada
- Department of Paediatrics, University of Toronto, Toronto, Canada
| | - Peter Selby
- Institute of Medical Science, University of Toronto, Toronto, Canada
- Centre for Addiction and Mental Health, Toronto, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, Canada
| | - Michael Chaiton
- Institute of Medical Science, University of Toronto, Toronto, Canada
- Centre for Addiction and Mental Health, Toronto, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, Canada
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Bitar S, Collonnaz M, O'Loughlin J, Kestens Y, Ricci L, Martini H, Agrinier N, Minary L. A Systematic Review of Qualitative Studies on Factors Associated With Smoking Cessation Among Adolescents and Young Adults. Nicotine Tob Res 2024; 26:2-11. [PMID: 37648287 DOI: 10.1093/ntr/ntad167] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 08/02/2023] [Accepted: 08/28/2023] [Indexed: 09/01/2023]
Abstract
OBJECTIVE To summarize findings from qualitative studies on factors associated with smoking cessation among adolescents and young adults. DATA SOURCES We searched Pubmed, Psychinfo, CINAHL, Embase, Web of Science, and SCOPUS databases, as well as reference lists, for peer-reviewed articles published in English or French between January 1, 2000, and November 18, 2020. We used keywords such as adolescents, determinants, cessation, smoking, and qualitative methods. STUDY SELECTION Of 1724 records identified, we included 39 articles that used qualitative or mixed methods, targeted adolescents and young adults aged 10-24, and aimed to identify factors associated with smoking cessation or smoking reduction. DATA EXTRACTION Two authors independently extracted the data using a standardized form. We assessed study quality using the National Institute for Health and Care Excellence checklist for qualitative studies. DATA SYNTHESIS We used an aggregative meta-synthesis approach and identified 39 conceptually distinct factors associated with smoking cessation. We grouped them into two categories: (1) environmental factors [tobacco control policies, pro-smoking norms, smoking cessation services and interventions, influence of friends and family], and (2) individual attributes (psychological characteristics, attitudes, pre-quitting smoking behavior, nicotine dependence symptoms, and other substances use). We developed a synthetic framework that captured the factors identified, the links that connect them, and their associations with smoking cessation. CONCLUSIONS This qualitative synthesis offers new insights on factors related to smoking cessation services, interventions, and attitudes about cessation (embarrassment when using cessation services) not reported in quantitative reviews, supplementing limited evidence for developing cessation programs for young persons who smoke. IMPLICATIONS Using an aggregative meta-synthesis approach, this study identified 39 conceptually distinct factors grouped into two categories: Environmental factors and individual attributes. These findings highlight the importance of considering both environmental and individual factors when developing smoking cessation programs for young persons who smoke. The study also sheds light on self-conscious emotions towards cessation, such as embarrassment when using cessation services, which are often overlooked in quantitative reviews. Overall, this study has important implications for developing effective smoking cessation interventions and policies that address the complex factors influencing smoking behavior among young persons.
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Affiliation(s)
- Sarah Bitar
- Université de Lorraine, APEMAC, Nancy, France
| | | | - Jennifer O'Loughlin
- École de Santé Publique de l'Université de Montréal (ESPUM), Montreal, QC, Canada
| | - Yan Kestens
- École de Santé Publique de l'Université de Montréal (ESPUM), Montreal, QC, Canada
- Centre de recherche du CHUM (CRCHUM), Université de Montréal, Montreal, QC, Canada
| | - Laetitia Ricci
- Université de Lorraine, APEMAC, Nancy, France
- CHRU-Nancy, INSERM, Université de Lorraine, CIC, Epidémiologie Clinique, Nancy, France
| | - Hervé Martini
- Service de Médecine L/ Addictologie CHRU de Nancy, Hôpitaux de Brabois - Bâtiment Philippe Canton, Rue du Morvan, Vandœuvre-lès-Nancy, France
| | - Nelly Agrinier
- Université de Lorraine, APEMAC, Nancy, France
- CHRU-Nancy, INSERM, Université de Lorraine, CIC, Epidémiologie Clinique, Nancy, France
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Carrión-Valero F, Ribera-Osca JA, Martin-Moreno JM, Martin-Gorgojo A. Prevention of tobacco use in an adolescent population through a multi-personal intervention model. Tob Prev Cessat 2023; 9:37. [PMID: 38111804 PMCID: PMC10726255 DOI: 10.18332/tpc/175065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Revised: 11/09/2023] [Accepted: 11/09/2023] [Indexed: 12/20/2023]
Abstract
INTRODUCTION The study aimed to assess the impact of a new intervention proposal involving students, teachers, and parents on smoking prevalence in secondary school adolescents. METHODS A quasi-experimental study was conducted, in which the response to a preventive multi-personal intervention model (intervention) against tobacco consumption was compared with a standard anti-smoking activity carried out by the local government administration (control). The study was carried out during the 2017-2018 academic year. The study population included 306 students (intervention 151, control 155) with a mean age of 13.4 years. The model involved the parents, the students (aged 15-17 years), and the teachers. The primary outcome was the change in smoking status one year after the intervention. RESULTS The percentage of non-smokers increased from 84.1% to 88.7% in the intervention group and remained almost unchanged among controls (89.3% vs 89.9%). After one year, there was an increase in the prevalence of non-smokers of 4.6% and a decrease in the prevalence of smokers of 4.7% among students who received the multi-personal intervention, whereas changes among controls were almost negligible (there was in fact a slight increase in the prevalence of smokers of 0.9%). The students who received the intervention smoked less or quit smoking more than those in the control group (OR=0.135; 95% CI: 0.019-0.973, p=0.047). CONCLUSIONS The multi-personal model developed in the study with the participation of teachers and parents focused on students was feasible, and effectively reduced the prevalence of smoking among high school adolescents.
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Affiliation(s)
- Francisco Carrión-Valero
- Pneumology Department, Clinical University Hospital of Valencia, Valencia, Spain
- Department of Medicine, Universitat de València, Valencia, Spain
| | | | - Jose M. Martin-Moreno
- Preventive Medicine and Public Health Department, Universitat de València, Valencia, Spain
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Sunday S, Clancy L, Hanafin J. The associations of parental smoking, quitting and habitus with teenager e-cigarette, smoking, alcohol and other drug use in GUI Cohort '98. Sci Rep 2023; 13:20105. [PMID: 37973812 PMCID: PMC10654505 DOI: 10.1038/s41598-023-47061-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 11/08/2023] [Indexed: 11/19/2023] Open
Abstract
We analyse parental smoking and cessation (quitting) associations with teenager e-cigarette, alcohol, tobacco smoking and other drug use, and explore parental smoking as a mechanism for social reproduction. We use data from Waves 1-3 of Growing Up in Ireland (Cohort '98). Our analytic sample consisted of n = 6,039 participants reporting in all 3 Waves. Data were collected in Waves 1 and 2 when the children were 9 and 13 years old and in Wave 3 at age 17/18 years. Generalized Estimating Equations (GEE) models were used to analyse teenage substance use at Wave 3. Parental smoking was associated with significantly increased risk of all teenage substance use, adjusted odds ratios were aOR2.13 (ever e-cigarette use); aOR1.92 (ever alcohol use); aOR1.88 (current alcohol use); aOR1.90 (ever use of other drugs); aOR2.10 (ever-smoking); and aOR1.91 (current smoking). Primary caregiver smoking cessation (quitting) was associated with a lower risk for teenager current smoking aOR0.62, ever e-cigarette use aOR 0.65 and other drug use aOR 0.57. Primary caregiver smoking behaviour had greater associations than secondary, and age13 exposure more than age 9. Habitus seems to play a role and wealth was protective for teenage smoking. The findings suggest that prevention interventions should target both caregivers and their children.
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Affiliation(s)
- Salome Sunday
- TobaccoFree Research Institute Ireland, FOCAS Institute, Technological University Dublin (TU Dublin), Dublin, Ireland
| | - Luke Clancy
- TobaccoFree Research Institute Ireland, FOCAS Institute, Technological University Dublin (TU Dublin), Dublin, Ireland.
| | - Joan Hanafin
- TobaccoFree Research Institute Ireland, FOCAS Institute, Technological University Dublin (TU Dublin), Dublin, Ireland
- Department of Sociology, University of Limerick, Limerick, Ireland
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Malmartel A, Ravaud P, Tran VT. A methodological framework allows the identification of personomic markers to consider when designing personalized interventions. J Clin Epidemiol 2023; 159:235-245. [PMID: 37311514 DOI: 10.1016/j.jclinepi.2023.06.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 04/19/2023] [Accepted: 06/06/2023] [Indexed: 06/15/2023]
Abstract
OBJECTIVES To develop a methodological framework to identify and prioritize personomic markers (e.g., psychosocial situation, beliefs…) to consider for personalizing interventions and to test in smoking cessation interventions. STUDY DESIGN AND SETTING (1) We identified potential personomic markers considered in protocols of personalized interventions, in reviews of predictors of smoking cessation, and in interviews with general practitioners. (2) Physicians, and patient smokers or former smokers selected the markers they considered most relevant during online paired comparison experiments. Data were analyzed with Bradley Terry Luce models. RESULTS Thirty-six personomic markers were identified from research evidence. They were evaluated by 795 physicians (median age: 34, IQR [30-38]; 95% general practitioners) and 793 patients (median age: 54, IQR [42-64], 71.4% former smokers) during 11,963 paired comparisons. Physicians identified patients' motivation for quitting (e.g., Prochaska stages), patients' preferences, and patients' fears and beliefs (e.g., concerns about weight gain) as the most relevant elements to personalize smoking cessation. Patients considered their motivation for quitting, smoking behavior (e.g., smoking at home/at work), and tobacco dependence (e.g., Fagerström Test) as the most relevant elements to consider. CONCLUSION We provide a methodological framework to prioritize which personomic markers should be considered when developing smoking cessation interventions.
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Affiliation(s)
- Alexandre Malmartel
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), F-75004 Paris, France; Département de Médecine Générale, Université Paris Cité, F-75014 Paris, France.
| | - Philippe Ravaud
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), F-75004 Paris, France; Centre d'Epidémiologie Clinique, AP-HP, Hôpital Hôtel-Dieu, Paris, France
| | - Viet-Thi Tran
- Université Paris Cité and Université Sorbonne Paris Nord, Inserm, INRAE, Center for Research in Epidemiology and StatisticS (CRESS), F-75004 Paris, France; Centre d'Epidémiologie Clinique, AP-HP, Hôpital Hôtel-Dieu, Paris, France
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Tsikrika S, Dai S, Dilektasli A, Katsaounou P, Dagli E. Challenges and perspectives of tobacco cessation in special groups of patients and populations. Breathe (Sheff) 2023; 19:220224. [PMID: 37645019 PMCID: PMC10461735 DOI: 10.1183/20734735.0224-2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2023] [Accepted: 06/27/2023] [Indexed: 08/31/2023] Open
Abstract
During the first 2 years of the coronavirus disease 2019 pandemic, health systems worldwide were put under extreme pressure, and healthcare professionals had to manage unprecedented health crises as well as provide healthcare services to an increased number of patients. Therefore, public health policies with respect to smoking and education of the general population regarding the harmful effects of active and second-hand smoking may not have received adequate attention during this period. More specifically, certain subpopulations suffering from chronic diseases may not have received adequate information about the effects of smoking on the course and outcome of their disease; high-level, evidence-based pharmaceutical therapies; and the potential for follow-up. However, adequate education and awareness regarding short- and long-term health benefits from smoking cessation for the general population as well as special subgroups remains of utmost importance. Healthcare professionals should understand that it is only through high-quality evidence and results from independent studies that they will be able to provide their expertise and scientific knowledge concerning newer tobacco products and their effects on human health.
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Affiliation(s)
| | - Siyu Dai
- Department of Paediatrics, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China
| | - Asli Dilektasli
- Department of Pulmonary Medicine, Bursa Uludag University, Bursa, Turkey
| | - Paraskevi Katsaounou
- National and Kapodistrian University of Athens, 1st Department of Critical Care and Pulmonary Medicine, Evaggelismos Hospital, Athens, Greece
| | - Elif Dagli
- Marmara and Acibadem University, Istanbul, Turkey
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Bickel WK, Tomlinson DC, Craft WH, Ma M, Dwyer CL, Yeh YH, Tegge AN, Freitas-Lemos R, Athamneh LN. Predictors of smoking cessation outcomes identified by machine learning: A systematic review. ADDICTION NEUROSCIENCE 2023; 6:100068. [PMID: 37214256 PMCID: PMC10194042 DOI: 10.1016/j.addicn.2023.100068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
This systematic review aims to characterize the utility of machine learning to identify the predictors of smoking cessation outcomes and identify the machine learning methods applied in this area. In the current study, multiple searches occurred through December 9, 2022 in MEDLINE, Science Citation Index, Social Science Citation Index, EMBASE, CINAHL Plus, APA PsycINFO, PubMed, Cochrane Central Register of Controlled Trials, and the IEEE Xplore were performed. Inclusion criteria included various machine learning techniques, studies reporting cigarette smoking cessation outcomes (smoking status and the number of cigarettes), and various experimental designs (e.g., cross-sectional and longitudinal). Predictors of smoking cessation outcomes were assessed, including behavioral markers, biomarkers, and other predictors. Our systematic review identified 12 papers fitting our inclusion criteria. In this review, we identified gaps in knowledge and innovation opportunities for machine learning research in the field of smoking cessation.
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Affiliation(s)
- Warren K. Bickel
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
| | - Devin C. Tomlinson
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
- Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, Blacksburg, VA, USA
| | - William H. Craft
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
- Graduate Program in Translational Biology, Medicine, and Health, Virginia Tech, Blacksburg, VA, USA
| | - Manxiu Ma
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
| | - Candice L. Dwyer
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
- Department of Psychology, Virginia Tech, Blacksburg, VA, USA
| | - Yu-Hua Yeh
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
| | - Allison N. Tegge
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
- Department of Statistics, Virginia Tech, Blacksburg, VA, USA
| | | | - Liqa N. Athamneh
- Fralin Biomedical Research Institute at Virginia Tech Carilion, Roanoke, VA, USA
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Wellman RJ, Dugas EN, Sylvestre MP, O'Loughlin J. Identifying high school smokers likely to persist in smoking at age 31. Addict Behav 2023; 144:107720. [PMID: 37059001 DOI: 10.1016/j.addbeh.2023.107720] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 03/28/2023] [Accepted: 04/07/2023] [Indexed: 04/16/2023]
Abstract
OBJECTIVE Quitting smoking by the mid-30 s conveys important health benefits. Yet, although many smokers attempt to quit, few succeed. Identification of the characteristics of adolescent smokers most likely to continue smoking between ages 30 and 40 could help target early cessation efforts. Our objectives in this study were to (i) describe the course of smoking in a population-based sample of high school smokers into their 20 s and 30 s, and (ii) identify distal predictors of past-year cigarette smoking at age 31. METHODS Data at ages 17 (in 11th grade), 20, 24 and 31 were drawn from a 20-year longitudinal study of students ages 12-13 at inception, from 10 high schools in Montréal, Canada. Associations between 11 smoking-related characteristics measured in 11th grade and past-year smoking at age 31 were estimated in multivariable logistic regression models. RESULTS Among 244 11th grade smokers (67.4% female; 41% daily smokers), past-year smoking was reported by 71% at age 20, 68% at age 24, and 52% at age 31. Only 12% reported abstinence at ages 20, 24 and 31. Females were less likely than males to smoke at age 31. Parental smoking while the smoker was in 11th grade, use of other tobacco products, longer time since smoking onset, weekly or daily smoking, monthly cigarette consumption, and perceived nicotine addiction predicted past-year smoking at age 31. CONCLUSIONS In addition to preventive interventions, cessation programs targeting novice smokers in high school as soon as they begin smoking, are warranted.
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Affiliation(s)
- Robert J Wellman
- Department of Population & Quantitative Health Sciences, Division of Preventive & Behavioral Medicine, UMass Chan Medical School, Worcester, MA, USA.
| | - Erika N Dugas
- Centre de recherche du centre hospitalier de l Université de Montréal (CRCHUM), Montreal, QC, Canada.
| | - Marie-Pierre Sylvestre
- Centre de recherche du centre hospitalier de l Université de Montréal (CRCHUM), Montreal, QC, Canada; Department of Social and Preventive Medicine, Université de Montréal, Montreal, QC, Canada.
| | - Jennifer O'Loughlin
- Centre de recherche du centre hospitalier de l Université de Montréal (CRCHUM), Montreal, QC, Canada; Department of Social and Preventive Medicine, Université de Montréal, Montreal, QC, Canada.
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Paciorkowski M, Baty F, Pohle S, Bürki E, Brutsche M. Identification of smoking cessation phenotypes as a basis for
individualized counseling: An explorative real-world cohort
study. Tob Induc Dis 2022; 20:81. [PMID: 36212737 PMCID: PMC9502004 DOI: 10.18332/tid/152546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Revised: 07/30/2022] [Accepted: 08/01/2022] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION The rate of relapse in smokers attempting to quit is generally high. In order to maximize the chances of success, it is of interest to better understand the dynamic of lapse and relapse during smoking cessation. We hypothesized that specific behavioral patterns in tobacco consumption could predict the probability of quitting success and could open the possibility for a more targeted approach. The aim of the current study was to characterize clusters of quitting trajectories among participants involved in a smoking cessation program. METHODS In a retrospective real-world cohort study, data from 843 consecutive participants between March 2012 and December 2014 were collected. Data consisted of baseline information on demographics, smoking history and dependence level, as well as longitudinal data about tobacco consumption. The correlations among time series were characterized using principal coordinates analysis. Clusters were identified using k-means clustering and the average profile associated with each cluster was computed. The association between the participant’s baseline characteristics and clusters of tobacco consumption was assessed. RESULTS Four distinct clusters of transition phenotypes were identified based on tobacco consumption during the cessation phase: the long-term quitters (30%), the persistent smokers/reducers (44%), the short-term returners (16%) and the repeated try and failers (10%). Significant between-cluster differences were found in terms of baseline characteristics and smoking behavior during follow-up. CONCLUSIONS Meaningful clusters of quitting trajectories could be identified. Such specific behavioral patterns were useful for the application of personalized assistance needed to achieve successful and long-term cessation.
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Affiliation(s)
| | - Florent Baty
- Lung Center, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Susanne Pohle
- Lung Center, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Esther Bürki
- Lung Center, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
| | - Martin Brutsche
- Lung Center, Cantonal Hospital St. Gallen, St. Gallen, Switzerland
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Fauzi R, Pongpanich S. The effect of price on cigarette consumption among youth in Indonesia: Implications for tobacco tax policy. WORLD MEDICAL & HEALTH POLICY 2022. [DOI: 10.1002/wmh3.516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Ridhwan Fauzi
- College of Public Health Sciences Chulalongkorn University Pathumwan Bangkok Thailand
- Faculty of Public Health Universitas Muhammadiyah Jakarta South Tangerang Banten Indonesia
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Rios LE, Freire MDCM. Religiosity is Associated with Motivation to Start and Stop Smoking Among Adolescent Students in Brazil. JOURNAL OF RELIGION AND HEALTH 2021; 60:4467-4479. [PMID: 33909196 DOI: 10.1007/s10943-021-01269-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/20/2021] [Indexed: 06/12/2023]
Abstract
This study aimed to estimate associations between adolescents' religiosity and their motivation to start and stop smoking. A school survey was carried out in Midwestern Brazil. Participants were never-smokers (n = 2073) and smokers (n = 116) aged 13-19 who answered a questionnaire. Religiosity was measured with the Duke Religion Index, and motivation with questions based on the Prime Theory of Motivation. Organizational, non-organizational, and intrinsic religiosity were associated with motivation to start smoking among never-smokers. Intrinsic religiosity was associated with smokers' motivation to quit. Findings indicate the protective role of religiosity in the motivational system that prompts smoking initiation and cessation during adolescence.
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Affiliation(s)
- Leonardo Essado Rios
- School of Dentistry, Federal University of Goiás, Ave Universitária, s/n, Goiânia, GO, 74605-020, Brazil.
- Federal Institute of Education Science and Technology (IFG), Ave Universitária, s/n, Inhumas, GO, 75402-556, Brazil.
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Shared Decision-Making Model for Adolescent Smoking Cessation: Pilot Cohort Study. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182010970. [PMID: 34682716 PMCID: PMC8536195 DOI: 10.3390/ijerph182010970] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/31/2021] [Revised: 10/06/2021] [Accepted: 10/15/2021] [Indexed: 01/20/2023]
Abstract
The control of tobacco use in adolescents is a critical public health issue that has long been studied, yet has received less attention than adult smoking cessation. Shared decision making (SDM) is a method that highlights a patient’s preference-based medical decision. This study aimed to investigate the effects of a novel SDM-integrated cessation model and early intervention on the control of tobacco use in adolescents. The SDM-integrated model provides psychological support and motivational enhancement by involving the participants in making decisions and plans through the three-talk model of the SDM principle. The primary outcome shows positive effects by both increasing the cessation rate (a 25% point abstinence rate at 3 month follow up) and decreasing the number of cigarettes smoked per day (60% of the participants at 3 month follow up) among 20 senior high school participants (mean age, 17.5 years; 95% male). The results also show that the model can achieve the goal of SDM and optimal informed decision making, based on the positive SURE test and the satisfaction survey regarding the cessation model. The SDM cessation model can be further applied to different fields of adolescent substance cessation, yielding beneficial effects regarding reducing potential health hazards. The dissemination of the model may help more adolescent smokers to cease smoking worldwide.
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Choi Y, Lee CM, Cho B, Lee ES, Oh SW, Lee N, Yun JM. Behavioral interventions for smoking cessation among adolescents: a rapid review and meta-analysis for the Korea Preventive Services Task Force. Osong Public Health Res Perspect 2021; 12:177-186. [PMID: 34102051 PMCID: PMC8256302 DOI: 10.24171/j.phrp.2021.0018] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 03/28/2021] [Indexed: 11/10/2022] Open
Abstract
Objectives The aim of this study was to evaluate the effectiveness of behavioral smoking cessation interventions among adolescents. Methods MEDLINE, CENTRAL, Embase, CINAHL, KoreaMed, and KMbase were searched from inception to June 2020. Systematic reviews (SRs) or meta-analyses of randomized controlled trials (RCTs) were initially searched to perform a rapid SR. After selecting the final SR, RCTs after the publication year of the selected SR were searched. The primary outcome was smoking status after at least 6 months of follow-up, and the secondary outcome was smoking status at 4 weeks. Two reviewers independently assessed the selected studies’ quality using the Cochrane risk of bias tool. The meta-analysis utilized a Mantel-Haenszel fixed-effect model reporting the relative risk (RR) and 95% confidence interval (CI). The subgroup analysis utilized Cochrane’s Q. Results Thirty-two RCTs (11,637 participants) from a single SR were meta-analyzed. After 6 months of follow-up, the intervention group had significantly higher abstinence rates (RR, 1.30; 95% CI, 1.20−1.41; I2=26.46%). At 4 weeks of follow-up, the intervention group also had significantly higher abstinence rates (RR, 1.92; 95% CI, 1.49–2.47; I2=0.00%). The subgroup analysis indicated a significant difference in the abstinence rate according to the study setting and the period between intervention completion and follow-up. Conclusion This review showed that adolescent behavioral smoking cessation intervention programs significantly increased abstinence rates compared to the usual care.
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Affiliation(s)
- Younglee Choi
- Biomedical Research Institute, Seoul National University Hospital, Seoul, Korea
| | - Cheol Min Lee
- Department of Family Medicine, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Belong Cho
- Department of Family Medicine, Seoul National University Hospital, Seoul, Korea
| | - Eon Sook Lee
- Department of Family Medicine, Ilsan Paik Hospital, Inje University College of Medicine, Goyang, Korea
| | - Seung-Won Oh
- Department of Family Medicine, Healthcare System Gangnam Center, Seoul National University Hospital, Seoul, Korea
| | - Naae Lee
- Department of Public Health Science, Graduate School of Public Health, Seoul National University, Seoul, Korea
| | - Jae Moon Yun
- Department of Family Medicine, Seoul National University Hospital, Seoul, Korea
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Vallata A, Cadeville M, Kanski C, Alla F. TABADO 2 : une stratégie d'accompagnement au sevrage tabagique des adolescents en milieu scolaire. Glob Health Promot 2021; 29:130-138. [PMID: 33740883 DOI: 10.1177/1757975921997721] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
La consommation de tabac est une des premières causes de mortalité évitable au niveau mondial. La dépendance au tabac s'observe dès l'adolescence. En complément des actions visant à prévenir l'entrée des jeunes dans le tabagisme, il est donc nécessaire de développer des stratégies spécifiques pour les adolescents déjà fumeurs. Un programme d'accompagnement au sevrage tabagique pour adolescents, TABADO, a montré son efficacité lors d'un essai contrôlé mené dans des centres de formation des apprentis en 2007/2009. En 2018, l'Institut national du cancer a souhaité généraliser TABADO au niveau national et l'étendre aux lycées professionnels. Pour accompagner ce processus de mise à l'échelle, il était essentiel d'élaborer la théorie d'intervention et d'analyser la transférabilité de TABADO en conditions de vie réelle et dans de nouveaux contextes, et de proposer les adaptations correspondantes. Une recherche spécifique a été conduite et détaillée par ailleurs. L'objectif de cette publication pragmatique est de présenter la nouvelle stratégie TABADO 2 aux acteurs et décideurs de santé publique, et le guide afférent développé pour les accompagner dans la mise en œuvre.Une étude de cas multiples (n = 10) a été menée à partir de la mise en œuvre de TABADO dans trois régions françaises, qui reposait sur des observations, entretiens et séminaires de retour d'expérience. Elle a mis en évidence l'adaptation de l'intervention aux contextes locaux, ainsi que de nouveaux leviers interventionnels mis en œuvre. De plus, les investigations ont montré que pour instaurer un climat favorable à la démarche d'arrêt de la consommation de tabac et soutenir son maintien sur la durée, il était nécessaire d'inscrire TABADO dans une stratégie globale de l'établissement scolaire et de son environnement. Cette démarche a permis de proposer une transformation de l'intervention TABADO en une nouvelle stratégie - TABADO 2 - et de proposer un guide pour accompagner son déploiement national.
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Affiliation(s)
- Amandine Vallata
- Bordeaux Population Health Center, Université de Bordeaux, Bordeaux, France
| | | | - Charlotte Kanski
- Ligue nationale contre le cancer, Comité de Paris, Paris, France
| | - François Alla
- Bordeaux Population Health Center, Université de Bordeaux, Bordeaux, France
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