Smoking Patterns and Stimulus Control in Intermittent and Daily Smokers

Intermittent smokers (ITS) – who smoke less than daily – comprise an increasing proportion of adult smokers. Their smoking patterns challenge theoretical models of smoking motivation, which emphasize regular and frequent smoking to maintain nicotine levels and avoid withdrawal, but yet have gone largely unexamined. We characterized smoking patterns among 212 ITS (smoking 4–27 days per month) compared to 194 daily smokers (DS; smoking 5–30 cigarettes daily) who monitored situational antecedents of smoking using ecological momentary assessment. Subjects recorded each cigarette on an electronic diary, and situational variables were assessed in a random subset (n = 21,539 smoking episodes); parallel assessments were obtained by beeping subjects at random when they were not smoking (n = 26,930 non-smoking occasions). Compared to DS, ITS' smoking was more strongly associated with being away from home, being in a bar, drinking alcohol, socializing, being with friends and acquaintances, and when others were smoking. Mood had only modest effects in either group. DS' and ITS' smoking were substantially and equally suppressed by smoking restrictions, although ITS more often cited self-imposed restrictions. ITS' smoking was consistently more associated with environmental cues and contexts, especially those associated with positive or “indulgent” smoking situations. Stimulus control may be an important influence in maintaining smoking and making quitting difficult among ITS.

[1]  Saul Shiffman,et al.  How many cigarettes did you smoke? Assessing cigarette consumption by global report, Time-Line Follow-Back, and ecological momentary assessment. , 2009, Health psychology : official journal of the Division of Health Psychology, American Psychological Association.

[2]  S. Shiffman,et al.  Smoking patterns and dependence: contrasting chippers and heavy smokers. , 2006, Journal of abnormal psychology.

[3]  Russell Ma Cigarette smoking: natural history of a dependence disorder , 1971 .

[4]  Audie A Atienza,et al.  The Science of Real-Time Data Capture: Self-Reports in Health Research , 2007 .

[5]  M. Russell Cigarette smoking: natural history of a dependence disorder. , 1971, The British journal of medical psychology.

[6]  S Shiffman,et al.  Assessing smoking patterns and motives. , 1993, Journal of consulting and clinical psychology.

[7]  Thomas R Kirchner,et al.  Patterns of intermittent smoking: An analysis using Ecological Momentary Assessment. , 2009, Addictive behaviors.

[8]  A. C. McKENNELL,et al.  Smoking Motivation Factors , 1970 .

[9]  J. Peto,et al.  The Classification of Smoking by Factorial Structure of Motives , 1974 .

[10]  M. Jarvis,et al.  The scientific case that nicotine is addictive , 2005, Psychopharmacology.

[11]  Judith J Prochaska,et al.  Effect of smoking scenes in films on immediate smoking: a randomized controlled study. , 2010, American journal of preventive medicine.

[12]  Andreas Heinz,et al.  Severity of nicotine dependence modulates cue-induced brain activity in regions involved in motor preparation and imagery , 2006, Psychopharmacology.

[13]  S. Glantz,et al.  Social smoking implications for public health, clinical practice, and intervention research. , 2009, American journal of preventive medicine.

[14]  J. Christie Legislative Smoking Bans for Reducing Secondhand Smoke Exposure, Smoking Prevalence and Tobacco Consumption , 2011 .

[15]  Saul Shiffman,et al.  Immediate antecedents of cigarette smoking: an analysis from ecological momentary assessment. , 2002, Journal of abnormal psychology.

[16]  P. Lewinsohn,et al.  Psychosocial correlates of cigarette smoking abstinence, experimentation, persistence and frequency during adolescence. , 2000, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[17]  S. Shiffman,et al.  Smoking cessation behavior among intermittent smokers versus daily smokers. , 2011, American journal of public health.

[18]  N. Owen,et al.  Delayed compensatory cigarette consumption after a workplace smoking ban. , 1997, Tobacco control.

[19]  A. Stanton,et al.  A critical review of the Reasons for Smoking Scale. , 1991, Journal of substance abuse.

[20]  C. Husten,et al.  Cigarette Smoking Among Adults, United States , 2006 .

[21]  Francisco I Salgado-García,et al.  A randomized trial of a brief smoking cessation intervention in a light and intermittent Hispanic sample. , 2012, Experimental and clinical psychopharmacology.

[22]  R. L. Collins,et al.  Ecological momentary assessment in a behavioral drinking moderation training program. , 1998, Experimental and clinical psychopharmacology.

[23]  E. Gilpin,et al.  The California Tobacco Control Program’s effect on adult smokers: (2) Daily cigarette consumption levels , 2007, Tobacco Control.

[24]  Sarah M. Scholl,et al.  Tobacco dependence among intermittent smokers. , 2012, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[25]  C. Frith Smoking behaviour and its relation to the smoker's immediate experience. , 1971, The British journal of social and clinical psychology.

[26]  D. Levy,et al.  Nondaily smokers: who are they? , 2003, American journal of public health.

[27]  Nikole J. Cronk,et al.  Contextual and subjective antecedents of smoking in a college student sample. , 2010, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[28]  Daniel Horn,et al.  A Scale to Differentiate between Types of Smoking as Related to the Management of Affect , 1969 .

[29]  Thomas R. Kirchner,et al.  Cue reactivity in non-daily smokers , 2012, Psychopharmacology.

[30]  J. Palca Nicotine addiction , 1988, Nature.

[31]  David M. Burns,et al.  Occasional smoking among adults: evidence from the California Tobacco Survey , 1992 .

[32]  N L Benowitz,et al.  Clinical Pharmacology of Nicotine: Implications for Understanding, Preventing, and Treating Tobacco Addiction , 2008, Clinical pharmacology and therapeutics.

[33]  L. Pederson,et al.  Prevalence of current cigarette smoking among adults and changes in prevalence of current and some day smoking--United States, 1996-2001. , 2003, MMWR. Morbidity and mortality weekly report.

[34]  P. Albert,et al.  Models for longitudinal data: a generalized estimating equation approach. , 1988, Biometrics.

[35]  B. Carter,et al.  Meta-analysis of cue-reactivity in addiction research. , 1999, Addiction.

[36]  P. Ling,et al.  Social smoking among young adults: investigation of intentions and attempts to quit. , 2011, American journal of public health.

[37]  L. Kozlowski,et al.  The Interaction of Psychosocial and Biological Determinants of Tobacco Use: More on the Boundary Model1 , 1984 .

[38]  M. Csíkszentmihályi,et al.  The Experience of Psychopathology: The importance of assessing base rates for clinical studies: an example of stimulus control of smoking , 1992 .

[39]  S. Shiffman Tobacco “chippers” —individual differences in tobacco dependence , 2004, Psychopharmacology.

[40]  M. V. Vander Weg,et al.  Differences between intermittent and light daily smokers in a population of U.S. military recruits. , 2010, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[41]  S. Tiffany,et al.  Induction of smoking urge through imaginal and in vivo procedures: physiological and self-report manifestations. , 1997, Journal of abnormal psychology.

[42]  T. Heatherton,et al.  Spontaneous Action Representation in Smokers when Watching Movie Characters Smoke , 2011, The Journal of Neuroscience.

[43]  C. Kelleher,et al.  Legislative smoking bans for reducing harms from secondhand smoke exposure, smoking prevalence and tobacco consumption. , 2016, The Cochrane database of systematic reviews.

[44]  Katherine B. Morton,et al.  Results from the 2008 National Survey on Drug Use and Health: National findings , 2009 .

[45]  Shelly Campo,et al.  Smoking, but not smokers: identity among college students who smoke cigarettes. , 2007, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[46]  A. Malarcher,et al.  Cigarette Smoking Among Adults in the United States , 2008 .

[47]  L. Hourani,et al.  Results from the 2008 National Survey on Drug Use and Health: National Findings , 2007 .

[48]  C. Husten,et al.  Cigarette smoking among adults--United States, 2006. , 2007, MMWR. Morbidity and mortality weekly report.

[49]  Henry Wechsler,et al.  Social Smoking Among US College Students , 2004, Pediatrics.

[50]  S. Shiffman,et al.  Point process analyses of variations in smoking rate by setting, mood, gender, and dependence. , 2011, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[51]  S. Shiffman Ecological momentary assessment (EMA) in studies of substance use. , 2009, Psychological assessment.

[52]  A. Parrott,et al.  Nesbitt's Paradox resolved? Stress and arousal modulation during cigarette smoking. , 1998, Addiction.

[53]  Scott A Huettel,et al.  Abstinence-Induced Changes in Self-Report Craving Correlate with Event-Related fMRI Responses to Smoking Cues , 2005, Neuropsychopharmacology.

[54]  S. Glantz,et al.  Nondaily and social smoking: an increasingly prevalent pattern. , 2009, Archives of internal medicine.

[55]  L. Wigfall,et al.  HIV testing among midlife women in the deep south: an analysis of the 2008 Behavioral Risk Factor Surveillance System survey data. , 2011, Journal of women's health.

[56]  Qianyu Dang,et al.  Immediate antecedents of cigarette smoking: an analysis of unrestricted smoking patterns. , 2004, Journal of abnormal psychology.

[57]  S. Shiffman,et al.  Smoking typology profiles of chippers and regular smokers. , 1994, Journal of substance abuse.

[58]  A. Brody Functional brain imaging of tobacco use and dependence. , 2006, Journal of psychiatric research.

[59]  Sabine Schulze,et al.  The Science Of Real Time Data Capture Self Reports In Health Research , 2016 .

[60]  M. Saladin,et al.  Craving, cue reactivity, and stimulus control among early-stage young smokers: effects of smoking intensity and gender. , 2014, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[61]  Sarah M. Scholl,et al.  Smoking motives of daily and non-daily smokers: a profile analysis. , 2012, Drug and alcohol dependence.

[62]  N. Chaudhri,et al.  The role of nicotine in smoking: a dual-reinforcement model. , 2009, Nebraska Symposium on Motivation. Nebraska Symposium on Motivation.

[63]  S. Glantz,et al.  Smoking in movies and increased smoking among young adults. , 2007, American journal of preventive medicine.

[64]  S. Shiffman,et al.  Ecological Momentary Assessment (Ema) in Behavioral Medicine , 1994 .

[65]  C. Husten,et al.  Nondaily smokers: a descriptive analysis. , 2003, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[66]  Thomas R. Kirchner,et al.  Smoker Reactivity to Cues: Effects on Craving and on Smoking Behavior the Majority of Cue Reactivity Research Has Been Conducted Using What , 2022 .

[67]  Sarah M. Scholl,et al.  Characteristics and smoking patterns of intermittent smokers. , 2012, Experimental and clinical psychopharmacology.

[68]  T J Payne,et al.  Exposure to smoking-relevant cues: effects on desire to smoke and topographical components of smoking behavior. , 1991, Addictive behaviors.

[69]  S Shiffman,et al.  A multi-dimensional analysis of cue-elicited craving in heavy smokers and tobacco chippers. , 2001, Addiction.

[70]  L. Kozlowski,et al.  The Fagerström Test for Nicotine Dependence: a revision of the Fagerström Tolerance Questionnaire. , 1991, British journal of addiction.

[71]  S. Shiffman,et al.  Prediction of lapse from associations between smoking and situational antecedents assessed by ecological momentary assessment. , 2007, Drug and alcohol dependence.

[72]  S. Shiffman,et al.  Self-reported and self-monitored smoking patterns. , 1988, Addictive behaviors.

[73]  Richard B. ed. Stuart,et al.  Behavioral self-management: Strategies, techniques and outcomes , 1977 .

[74]  J. E. Sherman,et al.  The motivation to use drugs: a psychobiological analysis of urges. , 1986, Nebraska Symposium on Motivation. Nebraska Symposium on Motivation.

[75]  J. Kassel,et al.  Smoking, stress, and negative affect: correlation, causation, and context across stages of smoking. , 2003, Psychological bulletin.

[76]  F. J. McClernon,et al.  Proximal versus distal cues to smoke: the effects of environments on smokers' cue-reactivity. , 2008, Experimental and clinical psychopharmacology.

[77]  Stanton A Glantz,et al.  Effect of smoke-free workplaces on smoking behaviour: systematic review , 2002, BMJ : British Medical Journal.

[78]  S. Thomas,et al.  Reactivity to smoking cues in adolescent cigarette smokers. , 2004, Addictive behaviors.

[79]  S. Shiffman Light and intermittent smokers: background and perspective. , 2009, Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco.

[80]  Saul Shiffman,et al.  Reactivity to ecological momentary assessment: an example using undergraduate problem drinkers. , 2002, Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors.

[81]  J. Ockene,et al.  Symptoms of tobacco dependence after brief intermittent use: the Development and Assessment of Nicotine Dependence in Youth-2 study. , 2007, Archives of pediatrics & adolescent medicine.