Predicting the rate of cigarette smoking based on resilience and cognitive emotion regulation in the non-clinical population of Shiraz, Iran, 2016
Nahid Karimi1, Ghasem Naziry2*
1- MSc in Clinical Psychology, Department of Psychology, Faculty of Educational Sciences & Psychology, Islamic Azad University, Shiraz Branch, Shiraz, Iran.
2- Assistant Prof., Department of Psychology, Faculty of Educational Sciences & Psychology, Islamic Azad University, Shiraz Branch, Shiraz, Iran
* Corresponding author: Ghasem Naziry, E-mail: Naziryy@yahoo.com
Abstract
Background: Cigarette smoking is considered a public health problem. Much research has been conducted on smoking and respective factors, but little research has addressed the prediction of the smoking rate based on various psychological variables. The present study was conducted aimed at predicting the smoking rate in the non-clinical population of Shiraz, Iran, in 2016, based on resilience and cognitive emotion regulation.
Materials and methods: In the present descriptive study, 250 female and male smokers of the non-clinical population of Shiraz, Iran, in 2016, were selected through random sampling. The research instruments included a demographic scale and smoking patterns, the Connor-Davidson Resilience Scale (CD-RISC), and the Cognitive Emotion Regulation Scale. The obtained data were analyzed by the Pearson correlation and linear regression, using SPSS (Version 20(.
Results: The results showed a negative correlation between the subscales of resilience and cognitive emotion regulation, age, and education with the cigarette smoking rate (P<0.01). In addition, the values of R and R2 were 0.39 and 0.15, respectively. The daily smoking rates can be predictable with resiliency, cognitive-emotional regulation sub-scales, age, and education variables (0/015).
Conclusion: Some psychological variables, such as resilience and cognitive emotion regulation probably affect the tendency to cigarette smoking, so considering these variables could be efficient in the interventions for preventing and stopping cigarette smoking.
Keywords: Tobacco Smoking, Smoking, Resilience, Emotion, Cognitive, Iran
Introduction
According to a report released by the World Health Organization (WHO), 22% of the world’s population aged over 15 are smokers, and approximately six million people annually die from tobacco use or exposure to secondhand smoke. Studies in Iran have shown that about 26% of the Iranian men and 3.6% of the Iranian women are currently smokers (1). Based on a report by the WHO, there are currently nearly one billion smokers smoking 6 trillion cigarettes per year. The mentioned organization has estimated that tobacco kills 3 million people annually (1). Despite the efforts to control cigarette smoking, after hypertension, it continues to account for the second leading cause of mortalities, being one of the main reasons for disabilities as well (2).
Researchers believe that adolescents begin with legalized drugs, such as cigarettes, and then turn to illegal substances, such as alcohol, inhalants, and marijuana (3). Research has revealed that the mortality rate of cigarette smokers in all age groups is 2 to 3 times more than that of the non-smokers (4). Historically, research on the determinants of the adolescent substance use has focused on the risk factors, such as the access to substances, socioeconomic disadvantages, and the substance use by parents, peers, and siblings. More recent research has explored a range of factors that may control the adolescent substance use, including individual factors, such as self-esteem and problem-solving abilities, and environmental factors, such as the connection to the school, family, and everyday peers (5).
In this context, perceived stress caused by stressful conditions is quite distressing, and such inconvenience motivates a person to seek some ways to soothe it. The process in which a person strives to manage psychological stress is called ‘coping strategies’, which focus on problem solving through planning (6). One of the protective factors is called resilience, which refers to the process of returning to the normal function, after experiencing a stressful or uncomfortable event (7). Resilience is one of the crucial strategies in health promotion efforts and has recently attracted the attention of experts in the addiction prevention field. The distinctive features of resilience are the maintenance of the proper performance and adaptability in coping with adverse conditions and restrictions. Variables, such as academic performance, health, lack of psychopathology, and non-addiction, have been used as the instances of maintaining proper performance and adaptability (8).
A recent meta-analysis of resilience training programs considered cognitive appraisal and problem-focused coping strategies as psychological protective factors (9), yet it did not examine the effects of such strategies. In the same vein, Meredith et al. (10) reviewed several factors of resilience at the individual level associated with emotion regulation, including positive coping, positive affect, positive thinking, and behavioral control (11). It is assumed that smokers self-medicate their emotional dysfunctions, since they are less efficient at using emotion regulation strategies. In other words, the ways individuals regulate their emotions can mediate negative emotions and nicotine addiction (12).
Several studies have considered the predictive role of psychological resilience variables and cognitive emotion regulation in the prevalence of smoking among various populations, especially teenagers and students (13), yet little research has investigated the role of such variables on the rate of cigarettes smoked per day (14).
The present study was conducted aimed at predicting the smoking rate based on resilience and cognitive emotion regulation in the non-clinical population of Shiraz. Conducting such research can be of high significance in reducing high-risk behaviors, such as smoking, and investigating the contributing and predictive risk factors in the smoking behavior.
Materials and Methods
This research was conducted using a descriptive approach and is statistically considered as a correlational study. The random sampling method was utilized in selecting the smokers in 2016, in Shiraz. The statistical population consisted of all male and female smokers in Shiraz. The sample size was calculated based on the number of predictor variables. In the present study, 10 predictor variables were selected, and the sample size included 150 individuals (15); however, the sample size was increased to 250 individuals, due to the probability of losing a number of questionnaires and to maximize the statistical power.
The demographic and daily smoking questionnaire was prepared by the researchers to determine the sex, education level, marital status, age and cigarettes smoked per day. The respondents determined the amount of daily smoking based on the cigarettes used per day.
The instruments consisted of the researcher-made demographic and daily smoking rate scale, the Connor-Davidson Resilience Scale (CD-RIS), and the Cognitive Emotion Regulation questionnaire) CERQ).
The Connor-Davidson Resilience Scale (CD-RISC) developed by Kathryn M. Connor and Jonathan R.T. Davidson was utilized as a means of assessing resilience. The CD-RISC, used as a self-report measure, consisted of 25 internally consistent items (Cronbach’s alpha=0.89), with each of the items rated on a 5-point scale, ranging from ‘0’ meaning ‘not true at all’ to ‘4’ meaning ‘almost true’, yielding a total score from 0 to 100, with the higher score reflecting a higher level of resilience. The factor analysis yielded five factors, with the subscales or factors being comprised of ‘personal competence, high standards, and tenacity’ (factor 1 included items 10, 11, 12, 16, 17, 23, 24, and 25), ‘trust in one’s instincts, the tolerance of negative affect, and the strengthening effects of stress’ (factor 2 included items 6, 7, 14, 15, 18, 19, and 20).
The other subscales or factors included ‘the positive acceptance of change and secure relationships’ (factor 3 included items 1, 2, 4, 5, and 8), ‘control’ (factor 4 included items 13, 21, and 22), and ‘spiritual influences’ (factor 5 included items 3, and 9). The CD-RISC had sound psychometric properties and distinguished between the individuals with higher and less resilience. As expected, it was associated, either positively or negatively, with various constructs, such as the family function and depressive symptoms, with its construct validity proven. Scores of the CD-RISC were compared to several scales designed to measure the same or a similar construct. CD-RISC scores had a significant positive correlation with the feature of hardiness and a significant negative correlation with some scales measuring the stress level. This indicates that the resilience scores obtained from the CD-RISC corresponded to the lower levels of perceived stress and perceived stress vulnerability. All of these findings indicated the apt criteria and convergent validity of the CD-RISC (16).
Mohammadi (17) standardized the CD-RISC in Iran. He obtained the Cronbach’s alpha coefficient at 0.89. In the same vein, Joukar (18) confirmed the validity and reliability of the CD-RISC, using the Cranach’s alpha coefficient and the factor analysis method. This analysis suggested that the factors extracted were similar to the original version of the scale. Samani, Sahragard, and Joukar (19) measured the correlation coefficient for each item’s score with the total score having been between 0.41 and 0.64.
The CERQ, a self-report questionnaire, was used to measure cognitive strategies characterizing the individual’s style of responding to stressful events and cognitive strategies used in particular stressful events or conditions. The CERQ had 36 items in total with nine subscales. ‘Self-blame’ (items 1, 10, 19, and 28) referred to the thought of putting the blame of what you experienced on yourself. ‘Other-blame’ (items 9, 18, 27, and 36) referred to the thought of putting the blame of what you experienced on the environment or another person. ‘Rumination’ (items 3, 12, 21, and 30) referred to the feelings and thoughts associated with a negative event. ‘Catastrophizing’ (items 8, 15, 26, and 35), referred to the thought of explicitly overemphasizing the terror of what you experienced. ‘Perspective acceptance’ (items 7, 16, 25, and 34) referred to the downgrading of the importance of the event. ‘Positive refocusing’ (items 4, 13, 22, and 31) referred to the thought about positive experiences instead of the thought about the actual event. ‘Positive reappraisal’ (items 6, 15, 24, and 33) referred to the thought of attributing a positive meaning to the event in terms of personal growth. ‘Acceptance’ (items 2, 11, 20, and 29) referred to the thought of accepting what happened, and ‘planning’ (items 5, 14, 23, and 32) referred to the thought of the steps to take and the manner to handle a negative event. The CERQ was designed as a self-report questionnaire administered to people aged 12 and older. People at that age were considered to have the cognitive ability to grasp the meaning of the items. The items were measured on a 5-point Likert scale, ranging from one (almost never) to five (almost always). Individuals’ subscale scores were obtained by summing up the scores of the particular subscale (ranging from 4 to 20). The higher the subscale score was, the more a specific cognitive strategy would be used. The psychometric properties of the CERQ (used as both a more general coping style and a more specific response to a specific event) were proven good, with the Cronbach’s alpha coefficients in most cases being over 0.70, and in many cases even over 0.80. Furthermore, the CERQ was proven to have high factorial validity, good discriminative properties, and high construct validity (20).
Samani and Sadeghi (21) conducted the Persian version of the CERQ on a sample of 409 high school students. The results of the factor analysis demonstrated a seven-factor structure and confirmed its validity. In addition, the significant correlation between the CERQ and the Depression-Anxiety-Stress Scale (DASS) indicated its convergent and divergent validities. Ultimately, the Alpha coefficient for the subscales amounted to 0.62 to 0.91, and the test-retest coefficient was within the range of 0.79 to 0.88, thereby confirming its reliability (21, 22).
In this study, the researcher attended public places, such as crowded parks, restaurants, malls, companies, etc., and explained the overall goals of the study to the smokers. Next, the researcher assured them of the anonymity and confidentiality of the questionnaire and invited them to participate in the study. In case agreed, the subjects completed the questionnaires individually under the guidance of the researcher. It should be noted that regular smokers ranged from ‘denying smoking regularly’ and ‘denying smoking within the past 30 days’ (23). The individuals who stated they had a serious psychiatric history, including a major depressive disorder, mood disorder, and bipolar disorder, who had received treatments for the respective disorder, were excluded.
Apart from using descriptive statistical methods for the classification of the data and demographic information, the inferential statistics, such as correlation coefficients and the linear regression analysis were used to answer the research questions. SPSS 20 was used for the statistical analysis. The significance level was set at 0.05.
Results
The sample was comprised of 90 females (36%) and 160 (64%) males, of whom 162 individuals were single (64.8%), 75 individuals were married (29.6%), and 13 individuals were divorced (5.6%). Those who had a high school diploma were 83 individuals (33.2%), and 140 individuals (56%) had academic degrees. From among the participants, 153 individuals (64.8%) aged under 30, 83 individuals (29.6%) aged 30-50, and 14 individuals (5.6%) aged over 50. Regarding the smoking history, 178 individuals (71.2%) smoked less than 10 years, 53 individuals (21.2%) smoked between 10-20 years, and 19 individuals (7.6%) smoked over 20 years.
It should be noted that before analyzing all necessary assumptions for the multiple linear regression analysis, including the linear relationship between variables no homoscedasticity, were assessed and verified properly. These items were reviewed using scatter plots, the Kolmogorov-Smirnov Goodness-of-Fit Test, the correlation matrix, calculating tolerance, and the variance inflation factor (VIF).
Table 1: The results of the normality test of the research variables
Kolmogorov test |
Variables |
Z |
P-value |
|
|
0.67 |
0.221 |
Smoking |
0.45 |
0.305 |
Resilience |
0.61 |
0.253 |
Self-blame |
0.48 |
0.296 |
Acceptance |
0.39 |
0.159 |
Rumination |
0.58 |
0.257 |
Positive refocusing |
0.35 |
0.332 |
Focus on planning |
0.27 |
0.351 |
Reappraisal |
0.50 |
0.211 |
Perspective acceptance |
0.12 |
0.405 |
Catastrophizing |
0. 77 |
0.185 |
Age |
One of the assumptions of the regression analysis was random sampling, in this research, so a random sampling method was used. Another assumption was the analysis of the distance or relative variables, so this assumption was observed as well. As Table 1 shows the Kolmogorov-Smirnov test results, the z value of no variable is meaningfully significant, indicating that the assumption of the normality of the variables is also observed. Another assumption of the regression analysis examined in this study was the prediction of the multiple predictors of the variables reported in Table 2. As table 2 shows, the tolerance values of all predictor variables are below 0.10, with the value of the inflation factor of variance (VIF) being greater than 10, indicating a multiple mismatch between the predictor variables.
Table 2: The results of the multiple linear coexistence of research variables
Multiple linear indicators |
Variables |
Tolerance |
Variance inflation factor (VIF) |
|
|
0.931 |
1.074 |
Resilience |
0.937 |
1.067 |
Self-blame |
0.925 |
1.081 |
Acceptance |
0.930 |
1.076 |
Rumination |
0.881 |
1.952 |
positive refocusing |
0.890 |
1.584 |
Focus on planning |
0.658 |
2.201 |
Reappraisal |
0.850 |
1.780 |
Perspective acceptance |
0.690 |
2.124 |
Catastrophizing |
0.861 |
1.789 |
Age |
Firstly, it was assumed that there was a correlation between the daily smoking rate and the level of resilience and cognitive emotion regulation. Table 3 demonstrates the correlation coefficients between these variables.
As table 1 indicates, there is a significant negative correlation (P<0.01) between the daily smoking rate and the level of resilience. It means that the less resilient the people were, the more they tended to smoke. In addition, the results showed that only one of the maladaptive aspects of cognitive emotion regulation, i.e. catastrophizing, had a significant positive correlation with smoking (P<0.01).
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)
In other words, the more the people tended to catastrophize, the more they used cigarettes. Finally, based on the results of table 3, from among the adaptive strategies of cognitive emotion regulation, only the strategies of ‘acceptance’ (P 0.05), ‘focus on planning’, and ‘reappraisal’ have had significant negative correlations with the daily smoking of cigarettes (P 0.01). This implies a weakness in at least some of the adaptive strategies of cognitive regulation. In the same vein, according to the results of the table 3, it can be implied that the factors of age and education are significant from among the mentioned variables.
Table 4 shows the results of the simultaneous regression of the predictor variables of resilience, and the subscales of cognitive emotion regulation, i.e. age, education) with the response variable), and the daily smoking rate. As Table 4 shows, the F value of this analysis is 4.91, being significant at the significance level of 0.001, so this assumption is confirmed. Given the beta coefficient values in the variables of resilience (0.51), self-blame (-0.34), positive refocusing (-0.15), focus on planning (0.05), positive reappraisal (-0.57), blaming others (-0.17), and education (-0.26), the effects of these variables have been more than those of other variables, since variables not meaningful are not predictive of smoking (p<0.005). With regard to the significant negative correlation between the variables and smoking, it could be stated that the higher the level of education, resilience, and the other variables mentioned above was, the lower the rate of smoking would be. In addition, the R1 and R2 of this analysis were 0.39 and 0.15, respectively, indicating that the variables of resilience and cognitive emotion regulation subscales, age, and education have accounted for 15% of the daily smoking rate variance.
Table 4: The simultaneous multiple regression used to determine the predictor role of resilience, cognitive emotion regulation, age, and education for the daily smoking rate in, Shiraz, Iran, in 2016
Criterion |
Predictor |
R |
R 2 |
F |
P |
Coefficient B |
Coefficient Beta |
T |
P-value |
Smoking |
Resilience |
0.39 |
0.15 |
4.91 |
0.001 |
-0.51 |
-0.26 |
-3.01 |
0.005 |
Self-blame |
-0.34 |
-0.09 |
-1.70 |
0.058 |
Acceptance |
0.41 |
0.15 |
2.12 |
0.005 |
Rumination |
0.08 |
0.03 |
0.38 |
0.224 |
Positive refocusing |
-0.15 |
-0.06 |
-0.58 |
0.188 |
Focus on planning |
-0.05 |
-0.03 |
-0.22 |
0.241 |
Positive reappraisal |
-0.57 |
-0.24 |
-2.47 |
0.005 |
Perspective acceptance |
0.01 |
0.01 |
0.04 |
0.852 |
Catastrophizing |
0.36 |
0.15 |
1.98 |
0.005 |
Blaming others |
-0.17 |
-0.07 |
-1.04 |
0.101 |
Age |
0.45 |
0.19 |
2.42 |
0.005 |
Education |
-0.26 |
-0.12 |
-1.99 |
0.005 |
Discussion
In the present study, a significant correlation was found between resilience and cognitive emotion regulation and the smoking rate. Much research has been conducted on smoking and its relationship with different variables. The research conducted by Bayrami et al. (22) showed a significant positive correlation between smoking and the catastrophizing strategy. The low level of emotion regulation indicated the people’s inability to cope with their emotions and manage them. The catastrophizing strategy focused on the negative and unpleasant experience leading to the increased rate of smoking. In the present study, the smokers of lower resilience scores showed a higher smoking rate, confirming the definition of resilience and its relationship with self-regulation. Cognitive emotion regulation as well as its relationship with the regulation of the external environment events and effects make people control their emotions and reactions and cause them to use various methods to regulate their emotions (22).
According to Molaei and Keshavarz (24), resilience is a predictor of smoking in adolescents (22). Low resilience is considered a risk factor in smoking (24). According to the findings, the features of resilience, including flexibility and the ability to return to the normal state after exposure to the problem as well as logical reasoning can distinguish highly resilient smokers from smokers of low resilience. Resilience prevents the use of a variety of drugs, including nicotine, since the inability to cope with a crisis puts a person at the risk of using drugs (23, 24). Besides, according to the results, the tendency to smoke cigarettes was higher in persons who had smoked larger numbers of cigarettes during their lifetime. In other words, the level of autonomy decreased in these individuals, due to the increase in their dosage. These findings were consistent with the results of the research conducted in this field (25).
Parker et al. (26) reported in a study that the students who smoked cigarettes adopted more negative emotion regulation strategies than other students. This study demonstrated that acceptance, positive reappraisal, and catastrophizing strategies predicted smoking rates.
In addition, catastrophizing predicted the smoking rate through the negative cognitive emotion regulation strategies; in other words, having a catastrophic attitude towards events affected the amount of cigarettes smoked. Besides, the findings suggested that the higher rate of negative affect was associated with the desire to smoke to reduce the negative feelings and perceptions, so quitting smoking would be difficult due to the negative emotions, as managing negative emotions was highly difficult (27).
To the best of the researchers’ knowledge, no specific research has been done predicting the effects of positive cognitive emotion regulation strategies on the smoking rate (26).
The education level of the smokers was shown to affect the smoking rate in a way that people with an education level lower than the high school diploma showed higher smoking rates, with this significant difference having been reported in the study by Ebadi et al. (28). Those with education levels lower than the high school diploma are unaware of the effects and consequences of smoking. These smokers have no smoking limitation based on the type of their job and work restrictions, so they show higher smoking rates on days (28).
In the present study, divorcees smoked more than singles and married individuals, regardless of their level of knowledge about the high-risk use of cigarettes, being consistent with the results of the studies by Ebadi et al. (28) and Wang et al. (29). To explain this briefly, one can say that when a person is divorced, who may have been compliant with their married life, they suddenly experience a lot of stress as well as loneliness. In such cases, they may find it difficult to look after themselves, so they lose control of the affairs (30).
The smokers aged over 50 smoke more than younger ones; however, no study was found to have reported the relationship between different age groups and cigarettes smoked per day (29, 31).
In the current study, the smoking rate increased with aging, and the smokers aged over 50 smoked more cigarettes; this implies that a long history of smoking has gradually affected the smoking rate; therefore, it turned into a habit, making it difficult for them to quit smoking (26). In contrast to this study, UoKit et al. reported that smoking begins during the ages 13 to 19. In this respect, smokers aged under 30 account for the largest number of smokers (31). According to the cognitive theory (32), perceived criticism and strict parenting practices are considered as effective factors in the development of obsessive tendencies, such as tobacco use (6). In contrast to the progressive decline in the rate of tobacco use in the general population, the smoking rate in individuals with depression continues to increase (33).
Thus, along with all educational and clinical interventions designed for different populations, the role of these factors and the adverse effects of smoking many cigarettes are considered as the introduction to drug addiction and heavy drug use (34).
The current research participants were from the non-clinical population of Shiraz, so one must be cautious in generalizing the results to other populations. Since the present study used a descriptive approach, it was necessary to exercise caution in analyzing the results and inferring causal relationships. It is recommended that research be conducted on those who have not yet started methadone abuse. The results of this study also offer a theoretical framework for resilience and cognitive emotion regulation. Given that the results were not compared gender-wise in this study, a similar research can be conducted by comparing the results for both genders. In addition, since the results are limited to Shiraz, it is recommended that for the socialization of the findings, this study be conducted in other cities.
Psychological variables, such as resilience and cognitive emotion regulation, probably affect the tendency to cigarette smoking, so considering these variables could be effective in the interventions intended for the prevention and quitting of smoking.
Conclusion
Based on the present study, resilience and cognitive emotion regulation can predict the smoking rate.
Acknowledgement
The authors of this article would like to express their special thanks of gratitude to all individuals who participated in this project. It is worth mentioning that this article was extracted from the master's thesis at personal expenses.
Conflict of interest: None declared.
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