Delay discounting and the behavioural economics of cigarette purchases in smokers: the effects of nicotine deprivation

Field, Matt; Santarcangelo, Mary; Sumnall, Harry; Goudie, Andrew; Cole, Jon

doi:10.1007/s00213-006-0385-4

Cited by 250Smoking Behavior and CessationDecision-Making and Behavioral EconomicsNicotinic Acetylcholine Receptors Study

Delay discounting and the behavioural economics of cigarette purchases in smokers: the effects of nicotine deprivation

Field, Matt, Santarcangelo, Mary, Sumnall, Harry, Goudie, Andrew, Cole, Jon·2006·Psychopharmacology

DOI 10.1007/s00213-006-0385-4

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Abstract

Rationale In smokers, nicotine deprivation may increase impulsive decision-making and the demand for cigarettes.Objectives To investigate the effects of acute nicotine deprivation on (a) the delay discounting of monetary and cigarette rewards, and (b) the behavioural economics of hypothetical cigarette purchases.Materials and methods A repeated measures design was employed, with participants (daily cigarette smokers, N=30) repeating experimental tasks in two different sessions, once after at least 13 h of abstinence from smoking and once after ad lib smoking. Participants completed measures of cigarette craving, impulsivity, delay discounting and a behavioural economic simulation in which participants made hypothetical purchases of cigarettes and other commodities as the price of cigarettes was systematically varied.Results Participants showed more pronounced delay discounting of both cigarette and monetary rewards after abstinence compared to after ad lib smoking. In the behavioural economic simulation, nicotine deprivation had no influence on hypothetical cigarette purchases. However, spending on some commodities (alcohol, clothing, household goods, leisure activities and long-distance travel) was reduced as the price of cigarettes increased in order to fund increased spending on cigarettes, although the number of packs of cigarettes purchased actually decreased.Conclusions Nicotine deprivation increases impulsive choices for both cigarette and monetary rewards in a delay-discounting task. Results from a behavioural economic simulation suggest that increases in the price of cigarettes may increase smokers' spending on cigarettes, while also reducing the number of cigarettes purchased.

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Abstinence from smoking increased delay discounting rates for money and the drug of dependence.
“Field et al. (2006) replicated this relation between drug deprivation (abstinence from smoking) and delay discounting rates for money and the drug of dependence.”
From Excessive discounting of delayed reinforcers as a trans-disease process contributing to addiction and other disease-related vulnerabilities: Emerging evidence (2012) · cites this paper as Field et al. (2006)

The Fagerstrom Test for Nicotine Dependence: a revision of the Fagerstrom Tolerance Questionnaire
HEATHERTON, T. F., KOZLOWSKI, L. T., FRECKER, R. C., & FAGERSTROM, K. (1991) · British Journal of Addiction · doi:10.1111/j.1360-0443.1991.tb01879.x · Cited by 10,738 · see citing works
Insensitivity to future consequences following damage to human prefrontal cortex
Bechara, A., Damasio, A. R., Damasio, H., & Anderson, S. W. (1994) · Cognition · doi:10.1016/0010-0277(94)90018-3 · Cited by 6,128 · see citing works
The Five Factor Model and impulsivity: using a structural model of personality to understand impulsivity
Whiteside, S. P., & Lynam, D. R. (2001) · Personality and Individual Differences · doi:10.1016/s0191-8869(00)00064-7 · Cited by 4,123 · see citing works
Heroin addicts have higher discount rates for delayed rewards than non-drug-using controls.
Kirby, K. N., Petry, N. M., & Bickel, W. K. (1999) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.128.1.78 · Cited by 2,171 · see citing works
Impulsivity resulting from frontostriatal dysfunction in drug abuse: implications for the control of behavior by reward-related stimuli
Jentsch, J. D., & Taylor, J. R. (1999) · Psychopharmacology · doi:10.1007/pl00005483 · Cited by 1,545 · see citing works
AREA UNDER THE CURVE AS A MEASURE OF DISCOUNTING
Myerson, J., Green, L., & Warusawitharana, M. (2001) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.2001.76-235 · Cited by 1,507 · see citing works
Impulsivity and cigarette smoking: delay discounting in current, never, and ex-smokers
Bickel, W. K., Odum, A. L., & Madden, G. J. (1999) · Psychopharmacology · doi:10.1007/pl00005490 · Cited by 1,433 · see citing works
Evaluation of the brief questionnaire of smoking urges (QSU-brief) in laboratory and clinical settings
Cox, L. S., Tiffany, S. T., & Christen, A. G. (2001) · Nicotine & Tobacco Research · doi:10.1080/14622200020032051 · Cited by 1,188 · see citing works
Toward a behavioral economic understanding of drug dependence: delay discounting processes
Bickel, W. K., & Marsch, L. A. (2001) · Addiction · doi:10.1046/j.1360-0443.2001.961736.x · Cited by 1,117 · see citing works
Impulsive choice induced in rats by lesions of the nucleus accumbens core
Cardinal, R. N., Pennicott, D. R., Lakmali, C., Sugathapala, Robbins, T. W., & Everitt, B. J. (2001) · Science · doi:10.1126/science.1060818 · Cited by 923 · see citing works
Impulsive and self-control choices in opioid-dependent patients and non-drug-using control patients: Drug and monetary rewards.
Madden, G. J., Petry, N. M., Badger, G. J., & Bickel, W. K. (1997) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.5.3.256 · Cited by 911 · see citing works
Measures of impulsivity in cigarette smokers and non-smokers
Mitchell, S. H. (1999) · Psychopharmacology · doi:10.1007/pl00005491 · Cited by 911 · see citing works
Delay discounting of real and hypothetical rewards.
Madden, G. J., Begotka, A. M., Raiff, B. R., & Kastern, L. L. (2003) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.11.2.139 · Cited by 660 · see citing works
Hyperbolic temporal discounting in social drinkers and problem drinkers.
Vuchinich, R. E., & Simpson, C. A. (1998) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.6.3.292 · Cited by 624 · see citing works
Delay discounting in current and never-before cigarette smokers: Similarities and differences across commodity, sign, and magnitude.
Baker, F., Johnson, M. W., & Bickel, W. K. (2003) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.112.3.382 · Cited by 602 · see citing works
Impulsive decision making and working memory.
Hinson, J. M., Jameson, T. L., & Whitney, P. (2003) · Journal of Experimental Psychology: Learning, Memory, and Cognition · doi:10.1037/0278-7393.29.2.298 · Cited by 595 · see citing works
Delay Discounting of Potentially Real and Hypothetical Rewards: II. Between- and Within-Subject Comparisons.
Madden, G. J., Raiff, B. R., Lagorio, C. H., Begotka, A. M., Mueller, A. M., Hehli, D. J., & Wegener, A. A. (2004) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.12.4.251 · Cited by 314 · see citing works
Differential involvement of serotonin and dopamine systems in cost-benefit decisions about delay or effort
Denk, F., Walton, M. E., Jennings, K. A., Sharp, T., Rushworth, M. F. S., & Bannerman, D. M. (2004) · Psychopharmacology · doi:10.1007/s00213-004-2059-4 · Cited by 294 · see citing works
Mild opioid deprivation increases the degree that opioid-dependent outpatients discount delayed heroin and money
Giordano, L., Bickel, W., Loewenstein, G., Jacobs, E., Marsch, L., & Badger, G. (2002) · Psychopharmacology · doi:10.1007/s00213-002-1159-2 · Cited by 294 · see citing works
Limbic Corticostriatal Systems and Delayed Reinforcement
Cardinal, R. N., Winstanley, C. A., Robbins, T. W., & Everitt, B. J. (2004) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1308.004 · Cited by 266 · see citing works
Discounting of delayed hypothetical money, alcohol, and food
Odum, A. L., & Rainaud, C. P. (2003) · Behavioural Processes · doi:10.1016/s0376-6357(03)00145-1 · Cited by 250 · see citing works
Involvement of D2 dopamine receptors in the nucleus accumbens in the opiate withdrawal syndrome
Harris, G. C., & Aston‐Jones, G. (1994) · Nature · doi:10.1038/371155a0 · Cited by 214 · see citing works
Effects of cue exposure and deprivation on cognitive resources in smokers.
Sayette, M. A., & Hufford, M. R. (1994) · Journal of Abnormal Psychology · doi:10.1037//0021-843x.103.4.812 · Cited by 208 · see citing works
Reduced dopamine output in the nucleus accumbens but not in the medial prefrontal cortex in rats displaying a mecamylamine-precipitated nicotine withdrawal syndrome
Hildebrand, B. E., Nomikos, G. G., Hertel, P., Schilström, B., & Svensson, T. H. (1998) · Brain Research · doi:10.1016/s0006-8993(97)01135-9 · Cited by 200 · see citing works
Effects of short-term nicotine deprivation on decision-making: Delay, uncertainty and effort discounting
Mitchell, S. H. (2004) · Nicotine & Tobacco Research · doi:10.1080/14622200412331296002 · Cited by 190 · see citing works
Choice, behavioral economics, and addiction
Vuchinich, R. E., & Heather, N. (2003) · Cited by 151 · see citing works
Effects of cue exposure and deprivation on cognitive resources in smokers.
Sayette, M. A., & Hufford, M. R. (1994) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.103.4.812 · Cited by 146 · see citing works
Living with uncertainty: attractiveness and resolution timing
Lovallo, D. P., & Kahneman, D. J. (2000) · Journal of Behavioral Decision Making · doi:10.1002/(sici)1099-0771(200004/06)13:2 · Cited by 122 · see citing works
Effects of increasing income on polydrug use: a comparison of heroin, cocaine and alcohol abusers
Petry, N. M. (2000) · Addiction · doi:10.1046/j.1360-0443.2000.9557056.x · Cited by 115 · see citing works
A behavioural economic analysis of alcohol, amphetamine, cocaine and ecstasy purchases by polysubstance misusers
Sumnall, H. R., Tyler, E., Wagstaff, G. F., & Cole, J. C. (2004) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2004.04.006 · Cited by 92 · see citing works
Self-citation
Abstinence and price effects on demand for cigarettes: a behavioral‐economic analysis
Madden, G. J., & Bickel, W. K. (1999) · Addiction · doi:10.1046/j.1360-0443.1999.94457712.x · Cited by 81 · see citing works
Choice, Behavioural Economics and Addiction
(2003) · Elsevier eBooks · doi:10.1016/b978-0-08-044056-9.x5040-4 · Cited by 63 · see citing works

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Impulsivity as a vulnerability marker for substance-use disorders: Review of findings from high-risk research, problem gamblers and genetic association studies
Verdejo‐García, A., Lawrence, A. J., & Clark, L. (2008) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2007.11.003 · Cited by 1,414 · see citing works
Impulsivity as a determinant and consequence of drug use: a review of underlying processes
de Wit, H. (2009) · Addiction Biology · doi:10.1111/j.1369-1600.2008.00129.x · Cited by 1,415 · see citing works
Delayed reward discounting and addictive behavior: a meta-analysis
MacKillop, J., Amlung, M. T., Few, L. R., Ray, L. A., Sweet, L. H., & Munafò, M. R. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2229-0 · Cited by 1,021 · see citing works
The role of impulsive behavior in drug abuse
Perry, J. L., & Carroll, M. E. (2008) · Psychopharmacology · doi:10.1007/s00213-008-1173-0 · Cited by 805 · see citing works
A review of delay-discounting research with humans: relations to drug use and gambling
Reynolds, B. (2006) · Behavioural Pharmacology · doi:10.1097/fbp.0b013e3280115f99 · Cited by 711 · see citing works
Remember the Future: Working Memory Training Decreases Delay Discounting Among Stimulant Addicts
Bickel, W. K., Yi, R., Landes, R. D., Hill, P. F., & Baxter, C. (2011) · Biological Psychiatry · doi:10.1016/j.biopsych.2010.08.017 · Cited by 704 · see citing works
The neural mechanisms of inter-temporal decision-making: understanding variability
Peters, J., & Büchel, C. (2011) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.03.002 · Cited by 693 · see citing works
The behavioral economics of substance use disorders: reinforcement pathologies and their repair
Bickel, W. K., Johnson, M. W., Koffarnus, M. N., MacKillop, J., & Murphy, J. G. (2014) · Annual Review of Clinical Psychology · doi:10.1146/annurev-clinpsy-032813-153724 · Cited by 655 · see citing works
Excessive discounting of delayed reinforcers as a trans-disease process contributing to addiction and other disease-related vulnerabilities: Emerging evidence
Bickel, W. K., Jarmolowicz, D. P., Mueller, E. T., Koffarnus, M. N., & Gatchalian, K. M. (2012) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2012.02.004 · Cited by 604 · see citing works
Intertemporal choice – toward an integrative framework
Berns, G. S., Laibson, D., & Loewenstein, G. (2007) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2007.08.011 · Cited by 580 · see citing works
A unified framework for addiction: Vulnerabilities in the decision process
Redish, A. D., Jensen, S., & Johnson, A. (2008) · Behavioral and Brain Sciences · doi:10.1017/s0140525x0800472x · Cited by 501 · see citing works
One-year temporal stability of delay-discount rates
Kirby, K. N. (2009) · Psychonomic Bulletin & Review · doi:10.3758/pbr.16.3.457 · Cited by 487 · see citing works
Construct validity of the iowa gambling task
Buelow, M. T., & Suhr, J. A. (2009) · Neuropsychology Review · doi:10.1007/s11065-009-9083-4 · Cited by 464 · see citing works
The behavioral-and neuro-economic process of temporal discounting: a candidate behavioral marker of addiction
Bickel, W. K., Koffarnus, M. N., Moody, L., & Wilson, A. G. (2014) · Neuropharmacology · doi:10.1016/j.neuropharm.2013.06.013 · Cited by 386 · see citing works
Delay discounting predicts postpartum relapse to cigarette smoking among pregnant women.
Yoon, J. H., Higgins, S. T., Heil, S. H., Sugarbaker, R. J., Thomas, C. S., & Badger, G. J. (2007) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.15.2.186 · Cited by 322 · see citing works
Delay discounting and the alcohol Stroop in heavy drinking adolescents
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Does temporal discounting explain unhealthy behavior? A systematic review and reinforcement learning perspective
Story, G. W., Vlaev, I., Seymour, B., Darzi, A. W., & Dolan, R. J. (2014) · Frontiers in Behavioral Neuroscience · doi:10.3389/fnbeh.2014.00076 · Cited by 284 · see citing works
The neurobiology of impulsivity and substance use disorders: implications for treatment
Kozak, K., Lucatch, A. M., Lowe, D. J. E., Balodis, I., Mackillop, J., & George, T. P. (2018) · Annals of the New York Academy of Sciences · doi:10.1111/nyas.13977 · Cited by 266 · see citing works
Alcohol demand, delayed reward discounting, and craving in relation to drinking and alcohol use disorders.
MacKillop, J., Miranda, R., Monti, P. M., Ray, L. A., Murphy, J. G., Rohsenow, D. J., McGeary, J. E., Swift, R. M., Tidey, J. W., & Gwaltney, C. J. (2010) · Journal of Abnormal Psychology · doi:10.1037/a0017513 · Cited by 278 · see citing works
Percent body fat is related to delay and probability discounting for food in humans
Rasmussen, E. B., Lawyer, S. R., & Reilly, W. (2009) · Behavioural Processes · doi:10.1016/j.beproc.2009.09.001 · Cited by 274 · see citing works
Choice impulsivity: Definitions, measurement issues, and clinical implications.
Hamilton, K. R., Mitchell, M. R., Wing, V. C., Balodis, I. M., Bickel, W. K., Fillmore, M. T., Lane, S. D., Lejuez, C. W., Littlefield, A. K., Luijten, M., et al. (2015) · Personality Disorders Theory Research and Treatment · doi:10.1037/per0000099 · Cited by 268 · see citing works
Bikinis Instigate Generalized Impatience in Intertemporal Choice
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Delay Discounting, Locus of Control, and Cognitive Impulsiveness Independently Predict Tobacco Dependence Treatment Outcomes in a Highly Dependent, Lower Socioeconomic Group of Smokers
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Impulsivity as a predictor of treatment outcome in substance use disorders: Review and synthesis
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White Matter Integrity Predicts Delay Discounting Behavior in 9- to 23-Year-Olds: A Diffusion Tensor Imaging Study
Olson, E. A., Collins, P. F., Hooper, C. J., Muetzel, R., Lim, K. O., & Luciana, M. (2009) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21107 · Cited by 185 · see citing works
Delay discounting of different outcomes: Review and theory
Odum, A., Becker, R. J., Haynes, J. M., Galizio, A., Frye, C. C. J., Downey, H., Friedel, J. E., & Perez, D. (2020) · Journal of The Experimental Analysis of Behavior · doi:10.1002/jeab.589 · Cited by 163 · see citing works
Relapse to smoking during unaided cessation: clinical, cognitive and motivational predictors
Powell, J. E., Dawkins, L., West, R., Powell, J. F., & Pickering, A. D. (2010) · Psychopharmacology · doi:10.1007/s00213-010-1975-8 · Cited by 174 · see citing works
Delay discounting: Pigeon, rat, human—does it matter?
Vanderveldt, A., Oliveira, L., & Green, L. (2016) · Journal of Experimental Psychology Animal Learning and Cognition · doi:10.1037/xan0000097 · Cited by 171 · see citing works
Turning k on its head: Comments on use of an ED50 in delay discounting research
Yoon, J. H., & Higgins, S. T. (2008) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2007.12.011 · Cited by 163 · see citing works
Cigarette demand and delayed reward discounting in nicotine-dependent individuals with schizophrenia and controls: an initial study
MacKillop, J., & Tidey, J. W. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2185-8 · Cited by 154 · see citing works
Comparison of impulsivity and working memory in cocaine addiction and pathological gambling: implications for cocaine-induced neurotoxicity.
Albein-Urios, N., Martinez-González, J. M., Lozano, Ó., Clark, L., & Verdejo-García, A. (2012) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2012.03.008 · Cited by 153 · see citing works
Behavioral Economic Analysis of Withdrawal- and Cue-Elicited Craving for Tobacco: An Initial Investigation
MacKillop, J., Brown, C. L., Stojek, M. M., Murphy, C. M., Sweet, L. H., & NIAURA, R. S. (2012) · Nicotine & Tobacco Research · doi:10.1093/ntr/nts006 · Cited by 149 · see citing works
Time orientation and eating behavior: Unhealthy eaters consider immediate consequences, while healthy eaters focus on future health
Dassen, F. C. M., Houben, K., & Jansen, A. T. M. (2015) · Appetite · doi:10.1016/j.appet.2015.03.020 · Cited by 141 · see citing works
Delay discounting: Concepts and measures.
da Matta, A., Gonçalves, F. L., & Bizarro, L. (2012) · Psychology & Neuroscience · doi:10.3922/j.psns.2012.2.03 · Cited by 138 · see citing works
Sensitivity of hypothetical purchase task indices when studying substance use: A systematic literature review
Zvorsky, I. A., Nighbor, T. D., Kurti, A. N., DeSarno, M., Naudé, G. P., Reed, D. D., & Higgins, S. T. (2019) · Preventive Medicine · doi:10.1016/j.ypmed.2019.105789 · Cited by 135 · see citing works
Attentional bias modification in tobacco smokers
Field, M., Duka, T., Tyler, E., & Schoenmakers, T. M. (2009) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntp067 · Cited by 126 · see citing works
Self-citation
Functional neuroimaging of intertemporal choice models: a review
Carter, R. M., Meyer, J. R., & Huettel, S. A. (2010) · Journal of Neuroscience Psychology and Economics · doi:10.1037/a0018046 · Cited by 124 · see citing works
Effects of smoking abstinence on impulsive behavior among smokers high and low in ADHD-like symptoms
Ashare, R. L., & Hawk, L. W. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2324-2 · Cited by 119 · see citing works
Cigarette smokers show steeper discounting of both food and cigarettes than money
Odum, A. L., & Baumann, A. A. (2007) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2007.07.004 · Cited by 112 · see citing works
Delay discounting and smoking: Association with the Fagerstrom Test for Nicotine Dependence but not cigarettes smoked per day
Sweitzer, M. M., Donny, E. C., Dierker, L., Flory, J. D., & Manuck, S. B. (2008) · Nicotine & Tobacco Research · doi:10.1080/14622200802323274 · Cited by 107 · see citing works
Experimental manipulations of behavioral economic demand for addictive commodities: a meta‐analysis
Acuff, S. F., Amlung, M. T., Dennhardt, A. A., MacKillop, J. M., & Murphy, J. G. (2019) · Addiction · doi:10.1111/add.14865 · Cited by 104 · see citing works
Effects of bupropion on simulated demand for cigarettes and the subjective effects of smoking
Madden, G. J., & Kalman, D. (2010) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntq018 · Cited by 101 · see citing works
Examining delay discounting of condom-protected sex among opioid-dependent women and non-drug-using control women
Herrmann, E. S., Hand, D. J., Johnson, M. W., Badger, G. J., & Heil, S. H. (2014) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2014.07.026 · Cited by 100 · see citing works
Components of behavioural impulsivity and automatic cue approach predict unique variance in hazardous drinking
Christiansen, P., Cole, J. C., Goudie, A. J., & Field, M. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2396-z · Cited by 97 · see citing works
Self-citation
Disrupted `reflection' impulsivity in cannabis users but not current or former ecstasy users
Clark, L., Roiser, J. P., Robbins, T. W., & Sahakian, B. J. (2008) · Journal of Psychopharmacology · doi:10.1177/0269881108089587 · Cited by 90 · see citing works
Further examination of the temporal stability of alcohol demand
Acuff, S. F., & Murphy, J. G. (2017) · Behavioural Processes · doi:10.1016/j.beproc.2017.03.020 · Cited by 89 · see citing works
Effects of craving and DRD4 VNTR genotype on the relative value of alcohol: an initial human laboratory study.
MacKillop, J. M., Menges, D., McGeary, J. E., & Lisman, S. A. (2007) · Behavioral and Brain Functions · doi:10.1186/1744-9081-3-11 · Cited by 88 · see citing works
Bupropion improves attention but does not affect impulsive behavior in healthy young adults.
Acheson, A., & de Wit, H. (2008) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.16.2.113 · Cited by 82 · see citing works
Impulsivity toward food reward is related to BMI: Evidence from intertemporal choice in obese and normal-weight individuals.
Schiff, S., Amodio, P., Testa, G., Nardi, M., Montagnese, S., Caregaro, L., di Pellegrino, G., & Sellitto, M. (2016) · Brain and Cognition · doi:10.1016/j.bandc.2015.10.001 · Cited by 75 · see citing works
Relations among Delay Discounting, Addictions, and Money Mismanagement: Implications and Future Directions
Hamilton, K. R., & Potenza, M. (2012) · The American Journal of Drug and Alcohol Abuse · doi:10.3109/00952990.2011.643978 · Cited by 78 · see citing works
Impulsivity and executive functions in polysubstance-using rave attenders
Verdejo‐García, A., Sánchez-Fernández, M. D. M., Alonso-Maroto, L. M., Fernández‐Calderón, F., Perales, J. C., Lozano, O. M., & Pérez-Garcı́a, M. (2010) · Psychopharmacology · doi:10.1007/s00213-010-1833-8 · Cited by 73 · see citing works
Impaired executive control and reward circuit in Internet gaming addicts under a delay discounting task: independent component analysis
Wang, Y., Wu, L., Zhou, H., Lin, X., Zhang, Y., Du, X., & Dong, G. (2016) · European Archives of Psychiatry and Clinical Neuroscience · doi:10.1007/s00406-016-0721-6 · Cited by 73 · see citing works
Intertemporal Choice
Chabris, C. F., Laibson, D., & Schuldt, J. P. (2008) · The New Palgrave Dictionary of Economics · doi:10.1057/978-1-349-95121-5_1987-1 · Cited by 74 · see citing works
Temporal and Probability Discounting by Cigarette Smokers Following Acute Smoking Abstinence
Yi, R., & Landes, R. D. (2012) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntr252 · Cited by 72 · see citing works
The neuroeconomics of nicotine dependence: A preliminary functional magnetic resonance imaging study of delay discounting of monetary and cigarette rewards in smokers
MacKillop, J., Amlung, M. T., Wier, L. M., David, S. P., Ray, L. A., Bickel, W. K., & Sweet, L. H. (2012) · Psychiatry Research Neuroimaging · doi:10.1016/j.pscychresns.2011.10.003 · Cited by 70 · see citing works
Hunger increases delay discounting of food and non-food rewards
Skrynka, J., & Vincent, B. T. (2019) · Psychonomic Bulletin & Review · doi:10.3758/s13423-019-01655-0 · Cited by 66 · see citing works
Demand for gambling: development and assessment of a gambling purchase task
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Hughes, J. R., Budney, A. J., Muellers, S. R., Lee, D. C., CALLAS, P. W., Sigmon, S. C., Fingar, J. R., & Priest, J. S. (2017) · Nicotine & Tobacco Research · doi:10.1093/ntr/ntw204 · Cited by 61 · see citing works
Effects of acute tyrosine/phenylalanine depletion on the selective processing of smoking-related cues and the relative value of cigarettes in smokers
Hitsman, B. L., MacKillop, J. M., Lingford-Hughes, A. R., Williams, T. A., Ahmad, F., Adams, S. H., Nutt, D., & Munafo, M. R. (2007) · Psychopharmacology · doi:10.1007/s00213-007-0995-5 · Cited by 61 · see citing works
An investigation of the subjective experiences of sex after alcohol or drug intoxication
Sumnall, H. R., Beynon, C. M., Conchie, S. M., Riley, S. C. E., & Cole, J. C. (2007) · Journal of Psychopharmacology · doi:10.1177/0269881106075590 · Cited by 60 · see citing works
Self-citation
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Comer, S. D., Bickel, W. K., Yi, R., de Wit, H., Higgins, S. T., Wenger, G. R., Johanson, C., & Kreek, M. J. (2010) · Behavioural Pharmacology · doi:10.1097/fbp.0b013e32833bb9f8 · Cited by 60 · see citing works
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Bloom, E. L., Matsko, S. V., & Cimino, C. R. (2013) · Addiction Research & Theory · doi:10.3109/16066359.2013.867432 · Cited by 60 · see citing works
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Addicott, M. A., Baranger, D. A. A., Kozink, R. V., Smoski, M. J., Dichter, G. S., & McClernon, F. J. (2011) · Psychopharmacology · doi:10.1007/s00213-011-2404-3 · Cited by 55 · see citing works
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Poor impulse control predicts inelastic demand for nicotine but not alcohol in rats
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The smoking Stroop and delay discounting in smokers: effects of environmental smoking cues
Field, M., Rush, M., Cole, J. C., & Goudie, A. J. (2006) · Journal of Psychopharmacology · doi:10.1177/0269881106070995 · Cited by 51 · see citing works
Self-citation
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Delay discounting as a predictor of drug abuse.
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Food reinforcement partially mediates the effect of socioeconomic status on body mass index
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Blum, K., Roy, A. K., Podesta, A., Modestino, E. J., Steinberg, B., Gondré-Lewis, M. C., Baron, D. A., Thanos, P. K., Lott, L., Badgaiyan, S., et al. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.031 · Cited by 42 · see citing works
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Davis, C., & Mason, A. E. (2020) · Cambridge University Press eBooks · doi:10.1017/9781108632591.023 · Cited by 42 · see citing works
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Decreased delay discounting in former cigarette smokers at one year after treatment
Secades‐Villa, R., Weidberg, S. E., García–Rodríguez, O., Hermida, J. R. F., & Yoon, J. H. (2014) · Addictive Behaviors · doi:10.1016/j.addbeh.2014.03.015 · Cited by 42 · see citing works
Acute and chronic nicotine effects on behaviour and brain activation during intertemporal decision making
Kobiella, A., Ripke, S., Kroemer, N. B., Vollmert, C., Vollstädt‐Klein, S., Ulshöfer, D. E., & Smolka, M. N. (2013) · Addiction Biology · doi:10.1111/adb.12057 · Cited by 41 · see citing works
Quantifying Reinforcement Value and Demand for Psychoactive Substances in Humans
Heinz, A. J., Lilje, T. C., Kassel, J. D., & de Wit, H. (2012) · Current Drug Abuse Reviews · doi:10.2174/1874473711205040002 · Cited by 40 · see citing works

Effects of short-term nicotine deprivation on decision-making: Delay, uncertainty and effort discounting
Mitchell, S. H. (2004) · Nicotine & Tobacco Research · doi:10.1080/14622200412331296002 · Cited by 190 · see citing works
Nicotine deprivation, temporal discounting and choice consistency in heavy smokers
Roewer, I., Wiehler, A., & Peters, J. (2015) · Journal of the Experimental Analysis of Behavior · doi:10.1002/jeab.134 · Cited by 17 · see citing works
Effects of short-term nicotine deprivation on delay discounting among young, experienced, exclusive ENDS users: An initial study.
Pericot‐Valverde, I., Yoon, J. H., Byrne, K. A., Heo, M., Niu, J., Litwin, A. H., & Gaalema, D. E. (2022) · Experimental and Clinical Psychopharmacology · doi:10.1037/pha0000612 · Cited by 3 · see citing works
Short-Term Nicotine Abstinence and Decision Making
Searcy, G. D. (2011) · ScholarWorks - WMU (Western Michigan University) · Cited by 1 · see citing works
Smokers, smoking deprivation, and time discounting
Yamane, S., Yoneda, H., Takahashi, T., Kamijo, Y., Komori, Y., Hiruma, F., & Tsutsui, Y. (2013) · The Journal of Socio-Economics · doi:10.1016/j.socec.2013.04.005 · Cited by 7 · see citing works

Authors: Field, M., Santarcangelo, M., Sumnall, H., Goudie, A., & Cole, J.
Affiliations: University of Liverpool (GB)
Liverpool John Moores University (GB)
Corresponding author: Field, Matt
ORCID: Field, Matt
Sumnall, Harry
Cole, Jon
Venue: Psychopharmacology
Publisher: Springer Science and Business Media LLC
Published: 2006-04-12
Volume: 186
Issue: 2
Pages: 255-263
ISSN: 0033-3158 (ISSN-L)
1432-2072
DOI: 10.1007/s00213-006-0385-4
OpenAlex: W2042488024
Cited by: 250
References: 31
Citations by year: 2026: 1 · 2025: 4 · 2024: 5 · 2023: 3 · 2022: 5 · 2020: 47 · 2019: 10 · 2018: 12 · 2017: 8 · 2016: 14 · 2015: 11 · 2014: 11 · 2013: 22 · 2012: 19
FWCI: 9.00
Type: journal article
Language: en
Open access: closed
Licence: www.springer.com/tdm (tdm)
Locations: Psychopharmacology (publishedVersion)
PubMed (publishedVersion)
Topics: Health Sciences › Medicine › Physiology › Smoking Behavior and Cessation
Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Nicotinic Acetylcholine Receptors Study
Keywords: delay discounting, nicotine deprivation, cigarette smoking, impulsive decision-making, cigarette craving, impulsivity, behavioral economics, cigarette prices, monetary rewards, smoking abstinence
MeSH terms: Humans, Impulsive Behavior, Reinforcement, Psychology, Smoking, Substance Withdrawal Syndrome, Time Factors, Tobacco Use Disorder

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Delay discounting and the behavioural economics of cigarette purchases in smokers: the effects of nicotine deprivation

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