Brazilian Smokers Research Articles

Applicability of machine learning algorithm to predict the therapeutic intervention success in Brazilian smokers.

Smoking cessation is an important public health policy worldwide. However, as far as we know, there is a lack of screening of variables related to the success of therapeutic intervention (STI) in Brazilian smokers by machine learning (ML) algorithms. To address this gap in the literature, we evaluated the ability of eight ML algorithms to correctly predict the STI in Brazilian smokers who were treated at a smoking cessation program in Brazil between 2006 and 2017. The dataset was composed of 12 variables and the efficacies of the algorithms were measured by accuracy, sensitivity, specificity, positive predictive value (PPV) and area under the receiver operating characteristic curve. We plotted a decision tree flowchart and also measured the odds ratio (OR) between each independent variable and the outcome, and the importance of the variable for the best model based on PPV. The mean global values for the metrics described above were, respectively, 0.675±0.028, 0.803±0.078, 0.485±0.146, 0.705±0.035 and 0.680±0.033. Supporting vector machines performed the best algorithm with a PPV of 0.726±0.031. Smoking cessation drug use was the roof of decision tree with OR of 4.42 and importance of variable of 100.00. Increase in the number of relapses also promoted a positive outcome, while higher consumption of cigarettes resulted in the opposite. In summary, the best model predicted 72.6% of positive outcomes correctly. Smoking cessation drug use and higher number of relapses contributed to quit smoking, while higher consumption of cigarettes showed the opposite effect. There are important strategies to reduce the number of smokers and increase STI by increasing services and drug treatment for smokers.

What does the Brazilian National Health Survey have to say about the influence of cigarette spending on household income?

In a country whose indicators of population impoverishment continue to increase, it is concerning that individuals spend money to buy cigarettes instead of using this resource in actions that strengthen aspects of the well-being of their lives and that of their families. Based on the Brazilian National Health Survey conducted in 2019, the influence of spending on manufactured cigarettes on the family budget in households with at least one smoker was estimated, stratified by sociodemographic characteristics. Brazilian smokers allocated around 8% of their average per capita monthly household income to the purchase of manufactured cigarettes. The percentage of average monthly expenditure on cigarettes reached almost 10% of this income among smokers aged 15 to 24 and was even higher for those with incomplete elementary education (approximately 11%). In the North and Northeast regions of the country, this expenditure exceeded 9%. The state with the most significant impact on household income was Acre (13.6%), followed by Alagoas (11.9%), Ceará, Pará, and Tocantins (all with approximately 11%). Our findings, therefore, reinforce the importance of strengthening the implementation of effective measures, such as tax policy, to reduce the proportion of smokers. Thus, the money that individuals currently allocate to purchase cigarettes can be used to meet their basic needs, contributing to the promotion of health and improving the quality of life.

Brazilian smokers are ready for the ban on flavour additives in tobacco to be implemented

Brazil became the first country to approve a national policy to ban all flavour additives in all tobacco leaf products in 2012. However, as of February 2022, the policy remained to be implemented. Cross-sectional data come from the International Tobacco Control (ITC) Brazil Wave 3 Survey among adult smokers (N = 1216) in 2016–2017. The majority of smokers supported a ban on menthol (56.0%; 95%CI: 51.7–60.2%) and a ban on all additives (61.7%; 57.5–65.8%), with no significant differences across sociodemographic groups in adjusted logistic regression models. More than half of menthol smokers reported they would either quit or reduce the amount they smoked if menthol cigarettes were banned. Findings suggest that there is support for Brazil's ban on flavour additives, which is a determinant of successful policy implemented. Continued delays will postpone an important measure with demonstrated public health gains.

Effectiveness of a smoking cessation decision-making electronic tool (Pare de Fumar Conosco): A randomized clinical trial.

There is an underutilization of smoking cessation treatment among patients with chronic conditions, which indicates a need for new strategies to engage them. Web-based smoking cessation decision-making tools can be beneficial. This study assessed the effectiveness of the Pare de Fumar Conosco software at increasing engagement to smoking cessation counseling groups among Brazilian smokers with chronic conditions. Clinical trial participants were randomized to Pare de Fumar Conosco or standard of care. Engagement in the smoking cessation counseling group was the primary outcome. Secondary outcomes included motivation level, cessation rate, completion, and treatment adherence. The t-tests and Chi-square analyzed baseline differences between groups and the Poisson models, the effects of the intervention. Engagement rates were higher in the Pare de Fumar Conosco (IR=2.22; 95% CI: 1.06 - 4.63) concerning the standard of care. Pare de Fumar Conosco group was more adherent to treatment over time (6.4% versus 4.2% in the final week). Cessation rate was 26.3% in standard care and 23.1% in Pare de Fumar Conosco. Both interventions maintained significant motivation levels to quit smoking. The Pare de Fumar Conosco intervention effectively increases the engagement in the smoking cessation counseling groups. There is a need to improve the smoking cessation rate.

Thoracic aortic size in Brazilian smokers: measures using low-dose chest computed tomography anatomical and epidemiological assessment

OBJECTIVES:Thoracic aortic aneurysms (TAAs) represent one-third of the hospitalizations for aortic diseases. The prevalence rate depends on the definition of the normal size of the aorta, which is quite variable, depending on the population studied. The aim of this study was to evaluate the characteristics of the thoracic aorta of Brazilian smokers, identifying the normal size of the aorta, presence of anatomical variations, and prevalence of TAA.MATERIALS AND METHODS:A total of 711 patients underwent radiological evaluation with low-dose computed tomography (CT) from January 2013 to July 2014 with the initial objective of lung nodule tracking. Two examiners evaluated these images, and measurements of maximum and serial diameters were performed manually in true orthogonal planes. Serial diameter measurements were taken every 2 cm in the ascending aorta and 5 cm in the descending segment. We searched for anatomical variations, aortic arch type, and correlations between anatomical characteristics, sex, body mass index, and body surface area (BSA).RESULTS:The maximum diameters were 33.61 (standard deviation [SD] 3.88), 28.66 (SD 2.89), and 28.36 mm (SD 3.09) for the ascending segment, aortic arch, and descending segment, respectively. A positive correlation was found between male sex, age, and BSA and aorta diameter. The bovine arch was the most common variation of the aortic arch type, and we found one (0.14%) case of TAA.CONCLUSIONS:This study with low-dose CT allowed the determination of the mean diameters of the ascending aorta, aortic arch, and descending aorta in Brazilian smokers and TAA prevalence.

Prevalence of smoking, quit attempts and access to cessation treatment among adults with mental illness in Brazil: a cross-sectional analysis of a National Health Survey

ObjectivesDetermine the national prevalence of smoking and factors related to smoking among adults with mental illness (PLWMI; people living with mental illness) in Brazil.DesignCross-sectional study.SettingWe used data from the nationally...

Factors associated with quit attempts and smoking cessation in Brazil: findings from the International Tobacco Control Brazil Survey

ObjectivesThis study aimed to identify factors associated with attempting to quit and successful smoking cessation in a population-based sample of Brazilian smokers. Study designThis is a prospective cohort study. MethodsData came from the first two waves of the International Tobacco Control Brazil Survey, conducted in 2009 and 2012/2013 in three cities: Rio de Janeiro, São Paulo, and Porto Alegre. Data were collected from 488 adults (aged ≥18 years) who smoked at Wave 1 and who were resurveyed at Wave 2. Crude and adjusted relative risks for two outcomes (making a quit attempt between Wave 1 and Wave 2 and successfully quitting by Wave 2) were estimated. Multivariable multilevel logistic regression models were used, whereby variables were added to the models in a series of blocks. ResultsNearly two-thirds (65.6%) of smokers attempted to quit between waves, and 23.4% had quit at Wave 2. Intention to quit smoking at Wave 1 was the only variable associated with attempt to quit by Wave 2 (odds ratio [OR] = 2.85; 95% confidence interval [CI] 1.64–4.94; P < 0.001). Smokers of higher socio-economic status (OR high versus low = 1.80; 95% CI 1.05–3.10; P = 0.03) and lower nicotine dependence (OR low Heaviness of Smoking Index [HSI] versus high HSI = 1.94; 95% CI 1.10–3.43; P = 0.02) were more likely to successfully quit. The presence of another adult smoker at home was negatively related to successful quitting (OR = 0.50; 95% CI 0.26–0.94; P = 0.03). ConclusionsThese results are generally consistent with prior research and have potential to inform governmental interventions to promote tobacco cessation, particularly among disadvantaged groups.

The use of and beliefs about menthol cigarettes among Brazilian smokers: findings from Wave 3 (2016-17) of the ITC Brazil Survey

The use of and beliefs about menthol cigarettes among Brazilian smokers: findings from Wave 3 (2016-17) of the ITC Brazil Survey

Exposure to smoking in soap operas and movies: smoking cessation and attempts to quit.

The objectives of this research were to evaluate whether there was an association between seeing an actor smoke in telenovelas, Brazilian films, or international films, and trying to quit and quitting among adult Brazilian smokers. Data from 39,425 participants in the Global Adult Tobacco Survey were used. Quit ratio (former smoker/former smoker + ever smoker) and proportions of current, former, and never smokers were calculated. Multivariable weighted regression was used to determine significant associations between quitting smoking and exposure to telenovelas and films. For current smokers, the odds of trying to quit were significantly higher among those who saw an actor smoking in a Brazilian film. Those who believed smoking caused serious illness and had rules in the home prohibiting smoking were significantly more likely to have tried to quit or had quit smoking. Exposure to smoking in the media may be different in adults than adolescents. Influential factors for trying to quit and quitting are rules prohibiting smoking at home, belief that smoking causes serious illness, and hearing about dangers of smoking in media.

Understanding the relationship between sales of legal cigarettes and deaths: A case-study in Brazil

Brazil has experienced a large decline in cigarette consumption in the last 25years. However, the most recent annual reports from the tobacco industry market leader in Brazil did not show a decrease in its gross profits. This is particularly important because tobacco industry donations/sponsorships come directly from the industry's reported gross-profits and are used to subvert health policies. The aim of the present study was to estimate (i) tobacco industry's gross-profit from legal cigarettes sales, and (ii) all-cause smoking-attributable deaths (SADs) among current Brazilian smokers who consumed legal cigarettes in 2013. We collected information on prevalence of legal cigarette use, cigarette consumption, price per cigarette pack among individuals aged ≥35years from the Global Adult Tobacco Survey, legal cigarettes sales (e.g., average costs and total volume of sales) provided by the Federal Secretariat of Revenues, and population mortality from the available vital statistics. With a gross-profit of US$1.378 billion (1.307–1.434) from sales of 54.6 billion sticks of cigarettes (53.4–55.5) to 8,424,510 smokers aged 35years and older in Brazil in 2013, cumulative SADs were estimated at 96,012 (85,647–107,654) (around 34% of cumulative SADs also including current smoking of illegal cigarettes and past smoking), i.e., one SAD was equivalent to a gross-profit of US$14,352 (12,140–16,743). Our results revealed the association between sales of cigarettes, gross-profits, and deaths in Brazil. As tobacco industry donations/sponsorships originate from industry's gross profits, which, in turn, depend on cigarette sales, our findings may be useful for increasing “moral pressure” on individuals and institutions and help countries in stopping tobacco industry interference in health policies.

Development of an open-source web-based intervention for Brazilian smokers - Viva sem Tabaco.

BackgroundWeb-based interventions for smoking cessation available in Portuguese do not adhere to evidence-based treatment guidelines. Besides, all existing web-based interventions are built on proprietary platforms that developing countries often cannot afford. We aimed to describe the development of “Viva sem Tabaco”, an open-source web-based intervention.ResultsThe development of the intervention included the selection of content from evidence-based guidelines for smoking cessation, the design of the first layout, conduction of 2 focus groups to identify potential features, refinement of the layout based on focus groups and correction of content based on feedback provided by specialists on smoking cessation. At the end, we released the source-code and intervention on the Internet and translated it into Spanish and English.ConclusionsThe intervention developed fills gaps in the information available in Portuguese and the lack of open-source interventions for smoking cessation. The open-source licensing format and its translation system may help researchers from different countries deploying evidence-based interventions for smoking cessation.

Do more graphic and aversive cigarette health warning labels affect Brazilian smokers' likelihood of quitting?

Between 2008 and 2013, Brazil experienced a large decline in smoking prevalence, with an innovative round of aversive pictorial health warnings implemented on cigarette packs and at points of sale in 2009. The objective of this study was to examine changes over time in the distribution of quitting attempts and self-reported thoughts about quitting due to health warnings among current smokers. We conducted a pre-post study to evaluate data from two nationally-representative surveys conducted in 2008 and 2013. Responses to questions on smokers' quitting attempts in the last year (yes vs. no) and whether health warnings led them to think about quitting in the last month (yes vs. no) were combined into four categories, for which the distribution of the Brazilian smoking population by year was estimated. A multinomial model was used to obtain proportions for each category, adjusted by socio-demographic variables and nicotine dependence. The proportion of smokers who reported making a quitting attempt in the last year and stated that health warnings led them think about quitting smoking statistically increased over time (from 30.0% to 33.1%; p-value=0.010). The percentage of those who answered “no” to these two questions also increased over time (from 23.5% to 32.9%; p-value≤0.001). These findings suggest that innovative warnings introduced in Brazil likely served as a “reminder” for continuing to think about cessation among those who attempted to quit in the last year. These warnings may have also triggered more avoidance of thinking about their contents than the previous warnings, which some studies have found to promote subsequent quitting activity.

Profile of Brazilian smokers in the National Program for Tobacco Control.

The treatment of tobacco addiction in Brazil has expanded in recent years; however, we must increase knowledge about the characteristics of individuals who adhere to cessation programs in order to adjust treatments to specific characteristics of the target population that favor success. The aim of this study was to describe the characteristics of smokers who present to Brazilian public health units seeking help to quit smoking based on the experience of a primary health care unit that covers a poor community in the city of Rio de Janeiro. Data were collected at a Teaching Health Center from January 03 2012 to January 03 2014. Mean patient age was 49.32 ± 11.82 years, and 71% were women. About half of the participants successfully quit smoking (n=125, 51%). Higher levels of nicotine dependence were associated with lower levels of smoking cessation. There was a notable decrease in the probability of remaining smoking throughout the first month of treatment. After 3 weeks of treatment, only 19% had not quit smoking. The probability of quitting smoking decreases by 2% for every additional year of age. There is a need to revise and expand current strategies to make them more effective in preventing smoking since childhood.

Impacto do apelo ao medo nas embalagens do cigarro: a percepção de fumantes em relação às mensagens de advertência antitabagismo

In Brazil, antismoking images with health warnings are disclosed in cigarette packages since 2001, being used as the emotional persuasion to smokers. However, fear is an emotional response to a threat and different people may have different perceptions and reactions to this appeal. So, it was investigated in this exploratory study the perceptions of Brazilian smokers in relation to images of warnings related to free smoking existent in the country. These initiatives are based on fear appeal and using warnings at cigarette packages with themes explored in anti-smoking campaigns. The results of in-depth interviews with 35 smokers, men and women from the city of Sao Paulo, with ages ranging from 20 to 65, indicated that the messages that will affect smokers are those related to cancer and/or involving children. Approximately half of respondents say they prefer to ignore the images that appeal to fear while almost the entire sample confirmed that would think about quitting if they could notice messages that pointed to such benefits. Interviewees perceived the messages are most effective when they intent to produce a set of positive messages and also confirmed that messages endorsed by celebrities who do not smoke would serve as inspiration for the greater encouragement to the decision to smoking stoppage.

Demand for and availability of online support to stop smoking

Estimate the frequency of online searches on the topic of smoking and analyze the quality of online resources available to smokers interested in giving up smoking. Search engines were used to revise searches and online resources related to stopping smoking in Brazil in 2010. The number of searches was determined using analytical tools available on Google Ads; the number and type of sites were determined by replicating the search patterns of internet users. The sites were classified according to content (advertising, library of articles and other). The quality of the sites was analyzed using the Smoking Treatment Scale- Content (STS-C) and the Smoking Treatment Scale - Rating (STS-R). A total of 642,446 searches was carried out. Around a third of the 113 sites encountered were of the 'library' type, i.e. they only contained articles, followed by sites containing clinical advertising (18.6) and professional education (10.6). Thirteen of the sites offered advice on quitting directed at smokers. The majority of the sites did not contain evidence-based information, were not interactive and did not have the possibility of communicating with users after the first contact. Other limitations we came across were a lack of financial disclosure as well as no guarantee of privacy concerning information obtained and no distinction made between editorial content and advertisements. There is a disparity between the high demand for online support in giving up smoking and the scarcity of quality online resources for smokers. It is necessary to develop interactive, customized online resources based on evidence and random clinical testing in order to improve the support available to Brazilian smokers.

Demand for and availability of online support to stop smoking

OBJECTIVES: Estimate the frequency of online searches on the topic of smoking and analyze the quality of online resources available to smokers interested in giving up smoking. METHODS: Search engines were used to revise searches and online resources related to stopping smoking in Brazil in 2010. The number of searches was determined using analytical tools available on Google Ads; the number and type of sites were determined by replicating the search patterns of internet users. The sites were classified according to content (advertising, library of articles and other). The quality of the sites was analyzed using the Smoking Treatment Scale- Content (STS-C) and the Smoking Treatment Scale - Rating (STS-R). RESULTS: A total of 642,446 searches was carried out. Around a third of the 113 sites encountered were of the 'library' type, i.e. they only contained articles, followed by sites containing clinical advertising (18.6) and professional education (10.6). Thirteen of the sites offered advice on quitting directed at smokers. The majority of the sites did not contain evidence-based information, were not interactive and did not have the possibility of communicating with users after the first contact. Other limitations we came across were a lack of financial disclosure as well as no guarantee of privacy concerning information obtained and no distinction made between editorial content and advertisements. CONCLUSIONS: There is a disparity between the high demand for online support in giving up smoking and the scarcity of quality online resources for smokers. It is necessary to develop interactive, customized online resources based on evidence and random clinical testing in order to improve the support available to Brazilian smokers.

Changes in cigarette consumption patterns among Brazilian smokers between 1989 and 2008

The assessment of temporal differences in cigarette consumption may help in understanding whether a smoking population is becoming more resistant to quitting over time. We calculated absolute differences in average cigarette consumption, stratified by birth cohort and age group. Data were obtained from random samples from two Brazilian national household surveys (1989, N = 12,782; 2008, N = 6,675). A linear regression model was used to adjust estimates by gender, educational level, and place of residence. Birth cohort analysis found that average daily cigarette consumption increased for individuals born after 1964 and decreased for those born before 1955 (adjusted p-values < 0.001). Age-specific analysis found that the remaining smoking population aged 64 years-old or less decreased cigarette consumption between 1989 and 2008 (adjusted p-values < 0.001). Brazil's anti-tobacco policy changes and rapid economic growth may be principally related to temporal changes in cigarette consumption for most age groups, rather than to a change in the relationship between age and cigarette consumption.

The Brazilian smoker: a survey in the largest cities of Brazil

To understand the sociodemographic factors associated with daily consumption of cigarettes and pattern of cigarette use among Brazilian smokers. A cross-sectional study was performed in 2005 involving the 108 largest Brazilian cities. Data were collected through interviews with subjects aged 12 to 65 years in randomly selected households. Based on a questionnaire adapted to the Brazilian context, a logistic regression model was used to investigate the association between the sociodemographic characteristics of the sample and smoking. Of the 7,921 subjects interviewed, 16.4% reported daily use of cigarettes. The smoking prevalence was similar between genders, although women reported to start smoking at a later age and smoke fewer cigarettes per day. Almost 65% of the smokers were interested in quitting or reducing their smoking habit. The main sociodemographic characteristics associated with smoking were as follows: adult age (30-59 years old), unemployment, low education level, and low socioeconomic level. Alcohol abuse was also shown to be associated with smoking. Our findings suggest that adverse socioeconomic characteristics are implicated in increased susceptibility to smoking in Brazil. In our sample, a high proportion of smokers reported interest to quit or reduce smoking. These data suggest that sociodemographic factors should be considered in the elaboration of smoking prevention and treatment policies.