- Open Access
Symptoms in smokers trying to quit
© Tomson et al; licensee BioMed Central Ltd. 2006
- Published: 15 August 2006
To describe the prevalence and intensity of different symptoms in relation to tobacco abstinence. To explore latent dimensions between symptoms in smokers trying to quit.
A cross sectional study using a questionnaire to retrospectively assess symptoms over a period of 12 months.
Swedish telephone quitline, a nationwide free of charge service.
All 741 individuals who had called the quitline and signed up for smoking cessation treatment between February 2000 to November 2001 and reported to have been smoke free for at least 24 hours during the previous 12 month period from first contact.
Assessments were made by self-report, and abstinence was defined as "not a single puff of smoke during the last week". A factor analysis approach where individual items aggregate into factors was used to explore the relationship between the different symptoms.
High intensity of symptoms related to unsuccessful quitting attempts and included craving, irritability, apprehension/anxiety, difficulties concentrating, restlessness, depression/depressed mood, and insomnia. The factor loadings of all 17 symptoms resulted in three factors with factor 1, psychological being the most important. High scores on this factor relates to unsuccessful quitting attempts. Using Nicotine Replacement Therapy (NRT) for 5 weeks or longer, reduced symptoms included in factor 1. The other two factors were factor 2 physiological and factor 3 neurological.
Symptoms that are psychological and/or neurological in nature are interrelated and appear to be the most significant obstacles for successful quitting attempts in a population-based setting. These symptoms may be successfully treated with NRT.
- Smoking cessation
- quit rate
- factor analysis
Many who try to quit smoking relapse within the first week [1, 2] and 90 percent who attempt to stop smoking without support, relapse within one year [3, 4]. Although most of our knowledge stems from closely monitored clinical drug trials, the understanding of why a majority of attempts to stop smoking fail, is incomplete.
One factor that may explain a failed quit attempt is the smoker's experience of nicotine withdrawal. Early relapsing smokers are thought to be more severely dependent, and smokers unable to stay quit have reported more severe withdrawal symptoms [5, 6].
Although studies have focused on different symptoms and varying definitions of severity, they are generally consistent with the American Psychiatric Association Diagnostic and the Statistical Manual definition of nicotine withdrawal DSM-IV . Nicotine withdrawal includes symptoms of anxiety/apprehension, restlessness, difficulty concentrating, depression/depressed mood, irritability, sleepiness/drowsiness, and insomnia . Despite omission from the DSM-IV, craving is also a cardinal feature of sudden abstinence from nicotine use.
We hypothesise that respondents who are failed quitters in a telephone quitline report more severe symptoms compared with subjects who succeed in stopping smoking. This should hold even after controlling for potential confounders including age, gender, and use of nicotine replacement therapy (NRT). We also hypothesise that depression/depressed mood may be associated with failure to remain abstinent. The objective of this study was to describe the prevalence and intensity of different symptoms in relation to tobacco abstinence in a group of quitters calling a quitline. We also try to explore if there is a correlation between the different symptoms.
Study population and setting
The study is based on a 12-month follow-up comprising all 1131 smokers who had called the Swedish quitline and signed up for smoking cessation treatment from February 2000 to November 2001. A total of 741 people (66%) reporting to have been abstinent for a minimum of 24 hours to a theoretical maximum of 12 months during the follow-up period were included in the study base. The same study population was used for all analyses.
The Swedish quitline [8, 9] is a nationwide free of charge service that operates 51 hours per week through three to four telephone lines. All calls are registered on computerised patient records. All callers signing up for smoking cessation support by returning a registration form by mail are included.
Self reported point prevalence abstinence at 12 months was defined as "not a single puff of smoke during the last week".
Frequency and intensity of reported symptoms in smokers abstaining from tobacco at least 24 hours. (N = 741)
Other stomach trouble
The question used to assess symptoms was: "Did you experience any of the symptoms listed below when you abstained from smoking? – Reply to this question only if you have been abstinent for at least 24 h since your first contact with the quitline".
For self-assessment of symptoms we used: none, low, moderate, and high . One additional question was asked to explore if those having depression/depressed mood as a symptom were more prone to relapse "Have you been unusually stressed or depressed during any period after your first contact with the quitline?".
NRT use was assessed by asking the question "which of the following nicotine replacement products did you use after your first contact with the quitline?". Pharmacological treatment included: chewing gum, transdermal nicotine patch, inhaler, nasal spray or tablets.
Ethical approval was obtained by Karolinska Institutet (Dnr 00-367).
Statistical methods and presentation of data
Logistic regression analysis was used to calculate crude and adjusted odds ratios with 95% confidence interval. To analyse the relationship between symptoms and abstinence we dichotomised the response alternatives (none, low, moderate, and high) into low and high intensity. This was done so that for each variable, the two categories became as equally sized as possible. The cut-offs for the assessment of NRT use were "less than 5 weeks", "5 weeks or more", or "not at all". NRT was also assessed as "NRT" vs. "no NRT use". Significance levels for all tests were two-tailed. Statistical analysis was carried out using the Statistical Package for the Social sciences (SPSS 12.1).
A factor analysis approach where individual items aggregate into factors was used to explore the relationship between the different symptoms. Firstly, a principal component analysis was conducted to explore the correlation between the 17 symptoms. Secondly, varimax orthogonal rotation was done to simplify the interpretation of the factors by maximising the variance of the loadings within factors, across variables. It was decided a priori that the number of factors in the varimax rotation should be based on the number of Eigenvalues ≥ 1,0 in the principal component analysis and Cattell's scree test was performed [12–14]. Factor loadings greater than 0.35 was a priori considered to be of importance when interpreting the factors.
A factor loading matrix is created were correlations between factors and variable are presented. The first column is correlations between the first factor and each variable in turn. The second column is correlations between the second factor and each variable in turn and goes on the same way for the third factor. A factor is interpreted from the variables that are highly correlated with it – that have high loadings on it .
To assess the relationship between factors and abstinence, factor scores were calculated using the regression method and t-test was performed.
Prevalence of symptoms
Of the 1131 subjects who agreed to participate in the study, 66% (741/1131) reported to have been smoke free for at least 24 hours. Of those 741, fourteen (2%) reported no symptoms (not in table). The description of all symptoms are given in Table 1. A total of 43% reported to have high craving and 34% reported high restlessness. Other relevant symptoms were reported by approximately one in four subjects: apprehension/anxiety 25%, irritability 24%, difficulties concentrating 24%, and depression/depressed mood 24% (Table 1).
Of all subjects 48% (354/741) reported not a single puff of smoking during the previous week (point prevalence abstinence). There was no significant difference regarding the prevalence of symptoms when comparing those being smoke free for at least 24 hours with those being abstinent for seven days, two months or six months (not in table). The observed relationship between symptoms and abstinence remained even after adjustment for age, gender, and use of nicotine replacement therapy (not in table). Of those having depression/depressed mood 28% (184/649) reported abstinence compared with 72% (465/649) not being abstinent OR (1.4 – 1.8).
NRT was used by 80% (592/741). Of those reporting NRT use 34% (199/592) were smoke free compared to 27% (121/446) of subjects reporting not having used NRT, OR 1.4 (1.0–1.8), (not in table). Of people using NRT for 5 weeks or longer 48% (115/237) reported to be smoke free, compared to 27% (121/446) in those who did not use NRT, OR 2.5 (1.8–3.5), (not in table). When the analysis was restricted to include only people reporting having been smoke free for at least 5 weeks, those using NRT were less likely to be point-prevalence smoke free 54% (171/317) vs. 65% (121/186) OR 0.6 (0.4–0.9), (not in table).
Withdrawal symptoms versus abstinence. Presenting percentage and proportion reporting to be abstinent. (N = 741)
Other stomach trouble
Factor analysis including items of distinctive groups, psychological, physiological and neurological.
Other stomach trouble
Factor scores and abstinence
The comparison between the mean values of the factor scores revealed that a high factor score on factor 1 (psychological) was significantly related to unsuccessful quitting attempts.
NRT and symptoms
How NRT is related to different symptoms N = 625
Ref No NRT#
NRT ≥ 5 weeks
1.8 (1.1–2.9) *
1.6 (1.0–2.3) *
Other stomach trouble
1.5 (1.0–2.3) *
Three factors of symptoms reported to be related to tobacco abstinence were identified among this group of consecutive callers to the Swedish quitline (Table 3): "psychological" (factor 1), "physiological" (factor 2), and "neurological" (factor 3). The symptoms that were most frequently reported (Table 1) were the symptoms comprising what we labelled as the psychological factor. All symptoms comprising the psychological factor were statistically related to point prevalence abstinence at 12 months, with those reporting low intensity of the symptoms being more likely to report abstinence.
Symptoms and abstinence
All symptoms comprising the psychological factor were negatively related to point prevalence abstinence at 12 months. This factor comprised largely the same symptoms that have previously been highlighted in the assessment of tobacco cessation in other settings [16, 17] and related to abstinence [18–20]. Three prospective studies have reported depression/depressed mood as being predictive of unsuccessful smoking cessation and relapse [21, 20, 22]. This is in line with our results where having depression/depressed mood as a symptom proved to be associated with failure to remain abstinent. Also in table 2 having high intensity of depression/depressed mood related negatively to abstinence. (Table 2).
In our study, only two symptoms not belonging to the psychological factor, were related to abstinence: insomnia and mouth ulcers. Insomnia included in the neurological factor (factor 3) in Table 3 was one of three symptoms assessing sleeping disorders that comprised half of the symptoms in this factor. Studies of nicotine withdrawal have consistently found sleep disturbance to be a common complaint  and since three of the symptoms insomnia, sleepiness/drowsiness and nightmares related to sleep disturbance and had relatively high factor loadings we might have a latent dimension of sleeping disorders in factor 3.
The other symptom not belonging to the psychological factor, and significantly related to abstinence was mouth ulcers, belonging to the physiological factor (factor 2) in Table 3. In this case the relationship was reverse. Subjects reporting mouth ulcers were more likely to be abstinent. This might be explained by the fact that NRT use was positively related to mouth ulcers. In our study, high intensity of mouth ulcers was reported by 7%. Another study found that 8% reported severe mouth ulcers  in relation to smoking cessation.
It has been reported that one in ten patients has severe problems with constipation in relation to smoking cessation . This was confirmed in our results.
Symptoms and NRT
All psychological symptoms appeared to be associated with NRT use. People using NRT for less then 5 weeks reported a higher prevalence of these symptoms compared with individuals not using NRT and those who used NRT for 5 weeks or longer.
It would be expected that people experiencing low intensity of these symptoms would be less prone to use NRT. Figure 1 illustrates that people using NRT to ease psychological symptoms need taking higher doses to achieve results. These findings are in line with previous reports  and present recommendations regarding NRT . There was a significant increase of mouth ulcers in NRT users compared with non-users. One hypothesis is that this may be due to a changed balance in oral microbial flora secondary to the toxic effect of nicotine.
NRT and abstinence
The hypothesis that nicotine withdrawal may be an important reason why individuals persist in their smoking behaviour and are relatively unsuccessful in their smoking cessation attempts [28, 29] is supported by our results. That can be seen by the relationship between low prevalence of symptoms comprising the psychological factor, increased abstinence and the suppressing effect of NRT use for 5 weeks or longer on these symptoms.
However, the relationship between nicotine withdrawal and unsuccessful smoking cessation has been ambiguous in previous reviews of the literature . One reason for this unclear relationship may be insufficient control for psychological and environmental factors strongly related to abstinence . These psychological and environmental factors will delude the relationship between nicotine dependency and successful cessation if not controlled for. Also, the assessment of dependence usually comprises questionnaires that should at best be viewed as indicators of dependence and are by no means objective measures of a physiological phenomenon . There is a possibility of unidentified physiological factors of dependence in tobacco that may partly be responsible for the diffuse relationship between nicotine withdrawal and unsuccessful smoking cessation. However, such a hypothesis is highly speculative. However, the risk of experiencing nicotine withdrawal after a quit attempt is known to be partly related to genetic vulnerability .
The present study assesses a population of smokers having called a quitline for smoking cessation support. We do not know if those not participating in the follow-up (30%) had more withdrawal symptoms. However, in a previously published study  we assessed the behaviour of non-responders by using telephone interviews with a sample of people not participating in the 12 months follow-up. No significant difference regarding abstinence rates between responders and non-responders was found in our material.
Another possible source of error includes the use of single item measures of symptoms, rating each symptom on a four point prevalence intensity scale [34, 35]. An alternative would have been to use validated psychometric scales to assess the prevalence and intensity of symptoms like anxiety and depression/depressed mood. This was not deemed practical in the quitline setting due to the large number of patients.
As most smokers report multiple quit attempts before they succeed  it is plausible that individuals eventually learn to endure the symptoms of withdrawal. Thus, the reported symptoms (Table 1) may be an underestimation. Also, coping strategies such as relaxation or seeking social support which may have been achieved through the quitline counsellors, may have moderated symptom stress. Another caveat in a retrospective study is recall bias.
The questionnaire used by the Swedish quitline at the time assessed withdrawal symptoms only among smokers who had made a serious attempt to quit and had been totally tobacco free for at least 24 hours. Thus, comparing symptoms between smokers not attempting to quit and those who were at least temporary successful (24 hours or more) was not possible. Further, we do not know the prevalence and intensity of the assessed symptoms in the general population of non smokers. Thus, baseline data on the prevalence of the symptoms was not available which is a problem for the presentation of symptom prevalence in Table 1. However, this is probably not a major problem for the analysis of the relationship between symptoms and to what extent the reported symptoms were related to the 12 months abstinence rate.
It has been argued that a quit attempt that lasted a week or longer in the last year appears less biased by recall than any attempt of a day or longer in the last year . However, the 24 hour time frame of abstinence used for symptom assessment was selected to achieve better statistical power in the analysis. It may be argued that the 24 hour time window is too narrow but we argue that this is justifiable since there was no significant difference detected regarding prevalence of symptoms in the 24 hour group when compared with people reporting longer abstinence (seven days, two and 6 months). It was noted  that self-report ratings of behaviours and internal states becomes less valid when participants are asked to rate them over a substantial period of time (i.e. 2–4 weeks) rather than a shorter time period (i.e. within the past 24 hrs.).
Unfortunately only abstinent subjects were examined since the question only addressed those being abstinent for at least 24 h. This may have understated symptom severity.
NRT was measured only with a question assessing duration of treatment and the cut-offs were less than 5 weeks, 5 weeks or more, or not at all. There was no measure of the intensity of the NRT treatment during the assessed time frame. This is likely to reduce the sensitivity of assessment of the impact NRT may have on the severity of the symptoms.
Although the 17 symptoms measured here fell almost cleanly into three distinct groupings, this does not mean that there are only three factors of symptoms related to tobacco withdrawal. There may be other factors not captured by these 17 items. Additional studies need to be done to further explore the mechanisms that produce the three factors observed in this study.
In conclusion, our results indicate that high prevalence of symptoms comprising the psychological factor relate to unsuccessful quitting attempts in a population-based setting. NRT appeared to have a positive effect on relieving these symptoms when used for five weeks or more.
- Hughes JR, Higgins ST, Hatsukami DK: Effects of abstinence from tobacco: A critical review. Research advances in alcohol & drug problems. Edited by: Koslowski LT, Anis H, Capell HD, Glaser F, Goodstadt M, Israel Y, Kalant H, Sellers EM, Vingilis J. 1990, New York: Plenum Press, 10: 317-398.View ArticleGoogle Scholar
- Kottke T, Brekke M, Solberg L, Hughes JR: A randomized trial to increase smoking intervention by physicians. Doctors helping smokers, Round I. Journal of the American Medical Association. 1989, 261: 2101-2106. 10.1001/jama.261.14.2101.View ArticlePubMedGoogle Scholar
- Fiore MC, Bailey WC, Cohen SJ, Dorfman SF, Goldstein MG, Gritz ER, et al: Treating Tobacco Use and Dependence. A clinical practice guideline. 2000, Rockville, MD: US Dept of Health and Human Services, Report No AHRQ publication No. 00-0032Google Scholar
- Wickelgren I: Drug may suppress the craving for nicotine. Science. 1998, 282: 1798-1799.Google Scholar
- Bergen AW, Caporaso N: Cigarette smoking. Journal of the National Cancer Institute. 1999, 91: 1365-1375. 10.1093/jnci/91.16.1365.View ArticlePubMedGoogle Scholar
- Pomerleau CS: Co-factors for smoking and evolutionary psychobiology. Addiction. 1997, 92: 397-408. 10.1111/j.1360-0443.1997.tb03371.x.View ArticlePubMedGoogle Scholar
- American Psychiatric Association: Diagnostic and statistical manual of mental disorders. 2004, Washington, DC: Author, 4Google Scholar
- Helgason AR, Tomson T, Lund KE, Galanti R, Ahnve S, Gilljam H: Factors related to abstinence in a telephone helpline for smoking cessation. European Journal of Public Health. 2004, 14: 306-310. 10.1093/eurpub/14.3.306.View ArticlePubMedGoogle Scholar
- Tomson T, Helgason AR, Gilljam H: Quitline in smoking cessation – a cost-effectiveness analysis. International Journal of Technology Assessment in Health Care. 2004, 20: 469-474. 10.1017/S0266462304001370.View ArticlePubMedGoogle Scholar
- American Psychiatric Association: Diagnostic and statistical manual of mental disorders. 1987, Washington, DC: Author, 3Google Scholar
- Imperial Cancer Research Fund General Practice, research Group: Effectiveness of a nicotine patch in helping people stop smoking: Results of a randomized in general practice. British Medical Journal. 1993, 306: 1304-1308. 10.1136/bmj.306.6888.1304.View ArticleGoogle Scholar
- Catell RB: The Scree test for the number of factors. Multivariate Behavioural Research. 1966, 1: 245-276. 10.1207/s15327906mbr0102_10.View ArticleGoogle Scholar
- Tinsley EA, Tinsley DJ: Use of Factor Analysis in Counselling Psychology Research. Journal of Counselling Psychology. 1987, 34: 414-424. 10.1037/0022-018.104.22.1684.View ArticleGoogle Scholar
- Tabachnick BG, Fidell LS: Using Multivariate Statistics. Principal Components and Factor Analysis. 2001, US: A Pearson Education Company, Chapter 13: 582-630. 4Google Scholar
- Comrey AL, Lee HB: A first Course in Factor Analysis. 1992, Hillsdale NJ: Lawrence Erlbaum Associates, Publishers, 2Google Scholar
- Shiffman S, West RJ, Gilbert DG: Recommendation for the assessment of tobacco craving and withdrawal in smoking cessation. Nicotine & Tobacco Research. 2004, 6: 599-614. 10.1080/14622200410001734067.View ArticleGoogle Scholar
- Hughes JR, Hatsukami D: Signs and Symptoms of Tobacco Withdrawal. Archives of General Psychiatry. 1986, 43: 289-294.View ArticlePubMedGoogle Scholar
- Xian H, Scherrer JF, Madden PAM, Lyons MJ, Tsuang M, True WR, et al: The heritability of failed smoking cessation and nicotine withdrawal in twins who smoked and attempted to quit. Nicotine & Tobacco Research. 2003, 5: 245-254. 10.1080/14622200307225.View ArticleGoogle Scholar
- Killen JD, Fortmann SP: Craving is associated with smoking relapse: Findings from three prospective studies. Experimental and Clinical Psychopharmacology. 1997, 5: 137-142. 10.1037/1064-1222.214.171.124.View ArticlePubMedGoogle Scholar
- West RJ, Hajek P, Belcher M: Severity of withdrawal symptoms as a predictor of outcome of an attempt to quit smoking. Psychological Medicine. 1989, 19: 981-985.View ArticlePubMedGoogle Scholar
- Covey LS, Glassman AH, Stetner F: Depression and depressive symptoms in smoking cessation. Comprehensive Psychiatry. 1990, 31: 350-354. 10.1016/0010-440X(90)90042-Q.View ArticlePubMedGoogle Scholar
- Hughes JR: Tobacco withdrawal in self-quitters. Journal of Consulting and Clinical Psychology. 1992, 60: 689-697. 10.1037/0022-006X.60.5.689.View ArticlePubMedGoogle Scholar
- Hatsukami D, Hughes JR, Pickens RW: Characterization of tobacco abstinence: Physiological and subjective effects. Pharmacological Adjuncts in the Treatment of Tobacco Dependence. Edited by: Grabowski J, Hall S. 1985, Bethesda, Md, NIDA Research Monograph, 53: 56-67.Google Scholar
- McRobbie H, Hajek P, Gillison F: The relationship between smoking cessation and mouth ulcers. Nicotine & Tobacco Research. 2004, 6: 655-659. 10.1080/14622200410001734012.View ArticleGoogle Scholar
- Hajek P, Gillison F, McRobbie H: Stopping smoking can cause constipation. Addiction. 2003, 98: 1563-1567. 10.1046/j.1360-0443.2003.00497.x.View ArticlePubMedGoogle Scholar
- Hughes JR: Pharmacotherapy for smoking cessation: Unvalidated assumptions, anomalies, and suggestions for future research. Journal of Consulting and Clinical Psychology. 1993, 61: 751-760. 10.1037/0022-006X.61.5.751.View ArticlePubMedGoogle Scholar
- Silagy C, Lancaster T, Stead L, Mant D, Fowler G: Nicotine replacement therapy for smoking cessation. Cochrane Database System Review. 2004, 3: CD00146.Google Scholar
- Benowitz NL: Pharmacologic aspects of cigarette smoking and nicotine addiction. New England Journal of Medicine. 1983, 19: 1318-1330.Google Scholar
- Shiffman S: Refining models of dependence: Variations across persons and situations. British Journal of Addiction. 1991, 86: 611-615. 10.1111/j.1360-0443.1991.tb01817.x.View ArticlePubMedGoogle Scholar
- Patten CA, Martin JE: Does nicotine withdrawal affect smoking cessation? Clinical and theoretical issues. Annals of Behavioural Medicine. 1996, 18: 190-200. 10.1007/BF02883397.View ArticleGoogle Scholar
- Fagerstrom KO, Schneider NG: Measuring Nicotine Dependence – a review of the Fagerstrom tolerance questionnaire. Journal of Behavioural Medicine. 1989, 12: 159-182. 10.1007/BF00846549.View ArticleGoogle Scholar
- Shiffman SM: The tobacco withdrawal syndrome. Cigarette Smoking as a Dependence Process. Edited by: Krasnegor NA. 1979, Bethesda, Md, NIDA Research Monograph, 23: 158-185.Google Scholar
- Tomson T, Gilljam H, Helgason AR: Are non-responders in a quitline evaluation more likely to be smokers?. BMC Public Health. 2005, 23;5 (1): 52-10.1186/1471-2458-5-52.View ArticleGoogle Scholar
- Shiffman S, Paty JA, Gnys M, Kassel JD, Elash C: Nicotine withdrawal in chippers and regular smokers: Subjective and cognitive effects. Health Psychology. 1995, 14: 301-309. 10.1037/0278-6126.96.36.1991.View ArticlePubMedGoogle Scholar
- Wetter DW, Kenford SL, Smith SS, Fiore MC, Jorenby DE, Baker TB: Gender differences in smoking cessation. Journal of Consulting and Clinical. 1995, 67: 555-562. 10.1037/0022-006X.67.4.555.View ArticleGoogle Scholar
- Benowitz NL: Cigarette smoking and nicotine addiction. Medical Clinics of North America. 1992, 76: 415-437.PubMedGoogle Scholar
- Gilpin E, Pierce JP: Measuring smoking cessation: Problems with recall in the 1990 California Tobacco Survey. Cancer Epidemiology, Biomarkers & Prevention. 1994, 614-617.Google Scholar
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