Skip to main content

Advertisement

Log in

Discounting delayed and probabilistic monetary gains and losses by smokers of cigarettes

  • Original Investigation
  • Published:
Psychopharmacology Aims and scope Submit manuscript

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.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

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

    Article  PubMed  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • Bickel WK, Marsch LA (2001) Toward a behavioral economic understanding of drug dependence: delay discounting processes. Addiction 96:73–86

    Article  PubMed  CAS  Google Scholar 

  • Bickel WK, Odum AL, Madden GJ (1999) Impulsivity and cigarette smoking: delay discounting in current never and ex-smokers. Psychopharmacology 146:447–454

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • 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

    Chapter  Google Scholar 

  • de Wit H, Enggasser JL, Richards JB (2002) Acute administration of d-amphetamine decreases impulsivity in healthy volunteers. Neuropsychopharmacology 27:813–825

    Article  PubMed  Google Scholar 

  • Glimcher PW, Rustichini A (2004) Neuroeconomics: the consilience of brain and decision. Science 306:447–452

    Article  PubMed  CAS  Google Scholar 

  • Johnson MW, Bickel WK (2002) Within-subject comparison of real and hypothetical money rewards in delay discounting. J Exp Anal Behav 77:129–146

    Article  PubMed  Google Scholar 

  • Kausch O (2003) Patterns of substance abuse among treatment-seeking pathological gamblers. J Subst Abuse Treat 25:263–270

    Article  PubMed  Google Scholar 

  • 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

    Article  PubMed  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • Knutson B, Westdorp A, Kaiser E, Hommer D (2000) FMRI visualization of brain activity during a monetary incentive delay task. NeuroImage 12:20–27

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  Google Scholar 

  • Liu ZH, Jin WQ (2004) Decrease of ventral tegmental area dopamine neuronal activity in nicotine withdrawal rats. Neuroreport 15:1479–1481

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  Google Scholar 

  • 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

    Google Scholar 

  • McClure SM, Laibson DI, Loewenstein G, Cohen JD (2004) Separate neural systems value immediate and delayed monetary rewards. Science 306:503–507

    Article  PubMed  CAS  Google Scholar 

  • Mitchell SH (1999) Measures of impulsivity in cigarette smokers and non-smokers. Psychopharmacology 146:455–464

    Article  PubMed  CAS  Google Scholar 

  • Mitchell SH (2004) Effects of short-term nicotine deprivation on decision-making: delay, uncertainty and effort discounting. Nicotine Tob Res 6:819–828

    Article  PubMed  CAS  Google Scholar 

  • Montague PR, Berns GS (2002) Neural economics and the biological substrates of valuation. Neuron 36:265–284

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • Myerson J, Green L, Warusawitharana M (2001) Area under the curve as a measure of discounting. J Exp Anal Behav 76:235–243

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  Google Scholar 

  • 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

    Article  PubMed  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • Petry NM (2001) Delay discounting of money and alcohol in actively using alcoholics currently abstinent alcoholics and controls. Psychopharmacology 154:243–250

    Article  PubMed  CAS  Google Scholar 

  • Pietras CJ, Cherek DR, Lane SD, Tcheremissine OV, Steinberg JL (2003) Effects of methylphenidate on impulsive choice in adult humans. Psychopharmacology 170:390–398

    Article  PubMed  CAS  Google Scholar 

  • Rachlin H, Raineri A, Cross D (1991) Subjective probability and delay. J Exp Anal Behav 55:233–244

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  Google Scholar 

  • 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

    Article  PubMed  Google Scholar 

  • 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

    Article  PubMed  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • Simpson CA, Vuchinich RE (2000) Reliability of a measure of temporal discounting. Psychol Rec 50:3–16

    Google Scholar 

  • Takahashi T (2004) Cortisol levels and time-discounting of monetary gain in humans. Neuroreport 15:2145–2147

    Article  PubMed  CAS  Google Scholar 

  • Thaler R (1981) Some empirical evidence on dynamic inconsistency. Econ Lett 8:201–207

    Article  Google Scholar 

  • Tversky A, Kahneman D (1981) The framing of decisions and the psychology of choice. Science 211:453–458

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

  • Vuchinich RE, Simpson CA (1998) Hyperbolic temporal discounting in social drinkers and problem drinkers. Exp Clin Psychopharmacol 6:292–305

    Article  PubMed  CAS  Google Scholar 

  • 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

    Article  PubMed  CAS  Google Scholar 

Download references

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.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Yu Ohmura.

Rights and permissions

Reprints and permissions

About this article

Cite this article

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

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00213-005-0110-8

Keywords

Navigation