Abstract
Rationale
Nicotine dependence has been associated with impulsivity and discounting delayed/uncertain outcomes.
Objectives
This study had two main objectives: (1) to examine the relationship between the number of cigarettes consumed per day and the degree to which delayed and uncertain monetary gains and losses are discounted by smokers, and (2) to determine the relationship between the estimated dose of nicotine intake per day and the degree to which four types of discounting occur.
Methods
Twenty seven habitual smokers and 23 never smokers participated in this experiment. They were required to choose between immediate and delayed monetary rewards (or losses), or between guaranteed and probabilistic rewards (or losses).
Results
The degree to which delayed monetary gains were discounted was significantly and positively correlated with both the number of cigarettes smoked and the estimated dose of nicotine intake per day. Conversely, there was no relationship between smoking and the remaining three types of discounting. Also, mild smokers in our sample did not differ from never smokers in discounting monetary gains or losses.
Conclusions
In general, our results suggest that both the frequency of nicotine self-administration, as well as the dosage, are positively associated with greater delay discounting of gains. One neuropsychopharmacological explanation for this effect is that chronic nicotine intake may induce neuroadaptation of the neural circuitry involved in reward processing.
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References
Baker F, Johnson MW, Bickel WK (2003) Delay discounting in current and never-before cigarette smokers: similarities and differences across commodity sign and magnitude. J Abnorm Psychol 112:382–392
Benowitz NL, Pomerleau OF, Pomerleau CS, Jacob P III (2003) Nicotine metabolite ratio as a predictor of cigarette consumption. Nicotine Tob Res 5:621–624
Bickel WK, Marsch LA (2001) Toward a behavioral economic understanding of drug dependence: delay discounting processes. Addiction 96:73–86
Bickel WK, Odum AL, Madden GJ (1999) Impulsivity and cigarette smoking: delay discounting in current never and ex-smokers. Psychopharmacology 146:447–454
Binnie V, McHugh S, Macpherson L, Borland B, Moir K, Malik K (2004) The validation of self-reported smoking status by analysing cotinine levels in stimulated and unstimulated saliva, serum and urine. Oral Dis 10:287–293
Breiter HC, Aharon I, Kahneman D, Dale A, Shizgal P (2001) Functional imaging of neural responses to expectancy and experience of monetary gains and losses. Neuron 30:619–639
Cardinal RN, Robbins TW, Everitt BJ (2000) The effects of d-amphetamine chlordiazepoxide alpha-flupenthixol and behavioural manipulations on choice of signalled and unsignalled delayed reinforcement in rats. Psychopharmacology 152:362–375
Daruna JH, Barnes PA (1993) A neurodevelopmental view of impulsivity. In: McCown WG, Johnson JL, Shure MB (eds) The impulsive client: theory research and treatment. American Psychological Association, Washington, DC, pp 23–37
de Wit H, Enggasser JL, Richards JB (2002) Acute administration of d-amphetamine decreases impulsivity in healthy volunteers. Neuropsychopharmacology 27:813–825
Glimcher PW, Rustichini A (2004) Neuroeconomics: the consilience of brain and decision. Science 306:447–452
Johnson MW, Bickel WK (2002) Within-subject comparison of real and hypothetical money rewards in delay discounting. J Exp Anal Behav 77:129–146
Kausch O (2003) Patterns of substance abuse among treatment-seeking pathological gamblers. J Subst Abuse Treat 25:263–270
Kirby KN, Petry NM (2004) Heroin and cocaine abusers have higher discount rates for delayed rewards than alcoholics or non-drug-using controls. Addiction 99:461–471
Kirby KN, Petry NM, Bickel WK (1999) Heroin addicts have higher discount rates for delayed rewards than non-drug-using controls. J Exp Psychol Gen 128:78–87
Knutson B, Westdorp A, Kaiser E, Hommer D (2000) FMRI visualization of brain activity during a monetary incentive delay task. NeuroImage 12:20–27
Knutson B, Fong GW, Bennett SM, Adams CM, Hommer D (2003) A region of mesial prefrontal cortex tracks monetarily rewarding outcomes: characterization with rapid event-related fMRI. NeuroImage 18:263–272
Liu ZH, Jin WQ (2004) Decrease of ventral tegmental area dopamine neuronal activity in nicotine withdrawal rats. Neuroreport 15:1479–1481
Martin-Solch C, Magyar S, Kunig G, Missimer J, Schultz W, Leenders KL (2001) Changes in brain activation associated with reward processing in smokers and nonsmokers. A positron emission tomography study. Exp Brain Res 139:278–286
Martin-Solch C, Missimer J, Leenders KL, Schultz W (2003) Neural activity related to the processing of increasing monetary reward in smokers and nonsmokers. Eur J Neurosci 18:680–688
Mazur JE (1987) An adjusting procedure for studying delayed reinforcement. In: Commons ML, Mazur JE, Nevin JA, Rachlin H (eds) Quantitative analysis of behavior, vol 5. The effects of delay and of intervening events on reinforcement value. Erlbaum, Hillsdale, NJ, pp 55–73
McClure SM, Laibson DI, Loewenstein G, Cohen JD (2004) Separate neural systems value immediate and delayed monetary rewards. Science 306:503–507
Mitchell SH (1999) Measures of impulsivity in cigarette smokers and non-smokers. Psychopharmacology 146:455–464
Mitchell SH (2004) Effects of short-term nicotine deprivation on decision-making: delay, uncertainty and effort discounting. Nicotine Tob Res 6:819–828
Montague PR, Berns GS (2002) Neural economics and the biological substrates of valuation. Neuron 36:265–284
Munafo M, Clark T, Johnstone E, Murphy M, Walton R (2004) The genetic basis for smoking behavior: a systematic review and meta-analysis. Nicotine Tob Res 6:583–597
Myerson J, Green L, Warusawitharana M (2001) Area under the curve as a measure of discounting. J Exp Anal Behav 76:235–243
Myerson J, Green L, Hanson JS, Holt DD, Estle SJ (2003) Discounting delayed and probabilistic rewards: processes and traits. J Econ Psychol 24:619–635
Odum AL, Madden GJ, Bickel WK (2002) Discounting of delayed health gains and losses by current never- and ex-smokers of cigarettes. Nicotine Tob Res 4:295–303
Perry JL, Larson EB, German JP, Madden GJ, Carroll ME (2005) Impulsivity (delay discounting) as a predictor of acquisition of IV cocaine self-administration in female rats. Psychopharmacology 178:193–201
Petry NM (2001) Delay discounting of money and alcohol in actively using alcoholics currently abstinent alcoholics and controls. Psychopharmacology 154:243–250
Pietras CJ, Cherek DR, Lane SD, Tcheremissine OV, Steinberg JL (2003) Effects of methylphenidate on impulsive choice in adult humans. Psychopharmacology 170:390–398
Rachlin H, Raineri A, Cross D (1991) Subjective probability and delay. J Exp Anal Behav 55:233–244
Rahman S, Zhang J, Engleman EA, Corrigall WA (2004) Neuroadaptive changes in the mesoaccumbens dopamine system after chronic self-administration: a microdialysis study. Neuroscience 129:415–424
Reynolds B (2004) Do high rates of cigarette consumption increase delay discounting? A cross-sectional comparison of adolescent smokers and young-adult smokers and nonsmokers. Behav Processes 67:545–549
Reynolds B, Karraker K, Horn K, Richards JB (2003) Delay and probability discounting as related to different stages of adolescent smoking and non-smoking. Behav Processes 64:333–344
Reynolds B, Richards JB, Horn K, Karraker K (2004) Delay discounting and probability discounting as related to cigarette smoking status in adults. Behav Processes 65:35–42
Richards JB, Sabol KE, de Wit H (1999a) Effects of methamphetamine on the adjusting amount procedure, a model of impulsive behavior in rats. Psychopharmacology 146:432–439
Richards JB, Zhang L, Mitchell SH, de Wit H (1999b) Delay or probability discounting in a model of impulsive behavior: effect of alcohol. J Exp Anal Behav 71:121–143
Schultz W (2004) Neural coding of basic reward terms of animal learning theory game theory microeconomics and behavioural ecology. Curr Opin Neurobiol 14:139–147
Simpson CA, Vuchinich RE (2000) Reliability of a measure of temporal discounting. Psychol Rec 50:3–16
Takahashi T (2004) Cortisol levels and time-discounting of monetary gain in humans. Neuroreport 15:2145–2147
Thaler R (1981) Some empirical evidence on dynamic inconsistency. Econ Lett 8:201–207
Tversky A, Kahneman D (1981) The framing of decisions and the psychology of choice. Science 211:453–458
Ueda K, Kawachi I, Nakamura M, Nogami H, Shirokawa N, Masui S, Okayama A, Oshima A (2002) Cigarettes nicotine yields and nicotine intake among Japanese male workers. Tob Control 11:55–60
Vuchinich RE, Simpson CA (1998) Hyperbolic temporal discounting in social drinkers and problem drinkers. Exp Clin Psychopharmacol 6:292–305
Wade TR, de Wit H, Richards JB (2000) Effects of dopaminergic drugs on delayed reward as a measure of impulsive behavior in rats. Psychopharmacology 150:90–101
Acknowledgements
The research reported in this paper was supported by grants from the Grant-in-Aid for Scientific Research (“21st century center of excellence” grant and grant#17650074) from the Ministry of Education, Culture, Sports, Science and Technology of Japan, and a Yamaguchi endocrinological disorder grant. We are grateful to Dr. Paul Wehr and anonymous reviewers for critical reading of our manuscript.
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Ohmura, Y., Takahashi, T. & Kitamura, N. Discounting delayed and probabilistic monetary gains and losses by smokers of cigarettes. Psychopharmacology 182, 508–515 (2005). https://doi.org/10.1007/s00213-005-0110-8
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DOI: https://doi.org/10.1007/s00213-005-0110-8