Delay discounting is associated with treatment response among cocaine-dependent outpatients

Yukiko Washio, Stephen T Higgins, Sarah H Heil, Todd L McKerchar, Gary J Badger, Joan M Skelly, Robert L Dantona, Yukiko Washio, Stephen T Higgins, Sarah H Heil, Todd L McKerchar, Gary J Badger, Joan M Skelly, Robert L Dantona

Abstract

Delay discounting (DD) describes the rate at which reinforcers lose value as the temporal delay to their receipt increases. Steeper discounting has been positively associated with vulnerability to substance use disorders, including cocaine use disorders. In the present study, we examined whether DD of hypothetical monetary reinforcers is associated with the duration of cocaine abstinence achieved among cocaine-dependent outpatients. Participants were 36 adults who were participating in a randomized controlled trial examining the efficacy of voucher-based contingency management (CM) using low-magnitude (N = 18) or high-magnitude (N = 18) voucher monetary values. DD was associated with the number of continuous weeks of cocaine abstinence achieved, even after adjusting for treatment condition during the initial 12-week, t(33) = 2.48, p = .045 and entire recommended 24-week of treatment, t(33) = 2.40, p = .022. Participants who exhibited steeper discounting functions achieved shorter periods of abstinence in the Low-magnitude voucher condition (12-week: t(16) = 2.48, p = .025; 24-week: t(16) = 2.68, p = .017), but not in the High-magnitude voucher condition (12-week: t(16) = 0.51, p = .618; 24-week: t(16) = 1.08, p = .298), although the interaction between DD and treatment condition was not significant (12-week: t(32) = -1.12, p = .271; 24-week: t(32) = -0.37, p = .712). These results provide further evidence on associations between DD and treatment response and extend those observations to a new clinical population (i.e., cocaine-dependent outpatients), while also suggesting that a more intensive intervention like the High-magnitude CM condition may diminish this negative relationship between DD and treatment response.

(PsycINFO Database Record (c) 2011 APA, all rights reserved).

Figures

Figure 1
Figure 1
Best fit line representing the relationship between continuous weeks of abstinence and logarithmic ED50, which was evaluated at the mean of the indicator variable representing treatment for the entire sample during the 12-week voucher period (top panel) and 24-week treatment period (bottom panel). The ED50 value indicates the number of days that takes to lose 50% of the original objective value of a reinforcer, and is expressed as an inverted k (1/k). The greater the ED50 value, the greater the number of days needed for the reinforcer to lose 50% of its original objective value (i.e., low impulsivity).
Figure 2
Figure 2
Regression line between logarithmic ED50 and continuous weeks of abstinence in each treatment condition during the 12-week voucher period (top panel) and 24-week treatment period (bottom panel).

References

    1. Audrain-McGovern J, Rodriguez D, Epstein LH, Cuevas J, Rodgers K, Wileyto EP. Does delay discounting play an etiological role in smoking or is it a consequence of smoking? Drug and Alcohol Dependence. 2009;103:99–106.
    1. Bickel WK, Marsch LA. Toward a behavioral economic understanding of drug dependence: Delay discounting processes. Addiction. 2001;96:73–86.
    1. Bickel WK, Miller ML, Yi R, Kowal BP, Lindquist DM, Pitcock JA. Behavioral and neuroeconomics of drug addiction: Competing neural systems and temporal discounting processes. Drug and Alcohol Dependence. 2007;90:85–91.
    1. Bickel WK, Odum AL, Madden GJ. Impulsivity and cigarette smoking: Delay discounting in current, never, and ex-smokers. Psychopharmacology. 1999;146:447–454.
    1. Heil SH, Johnson MW, Higgins ST, Bickel WK. Delay discounting in currently using and currently abstinent cocaine-dependent outpatients and non-drug-using matched controls. Addictive Behaviors. 2006;31:1290–1294.
    1. Higgins ST, Budney AJ, Bickel WK, Badger GJ. Participation of significant others in outpatient behavioral treatment predicts greater cocaine abstinence. The American Journal of Drug and Alcohol Abuse. 1994;20:47–56.
    1. Higgins ST, Sigmon SC, Wong CJ, Heil SH, Badger GJ, Donham R, Dantona RL, Anthony S. Community reinforcement therapy for cocaine-dependent outpatients. Archives of General Psychiatry. 2003;60:1043–1052.
    1. Higgins ST, Heil SH, Dantona R, Donham R, Matthews M, Badger GJ. Effects of varying the monetary value of voucher-based incentives on abstinence achieved during and following treatment among cocaine-dependent outpatients. Addition. 2007;102:271–281.
    1. Johnson MW, Bickel WK. Within-subject comparison of real and hypothetical money rewards in delay discounting. Journal of the Experimental Analysis of Behavior. 2002;77:129–146.
    1. Krishnan-Sarin S, Reynolds B, Duhig AM, Smith A, Liss T, McFetridge A, Cavallo DA, Carroll KM, Potenza MN. Behavioral impulsivity predicts treatment outcome in a smoking cessation program. Drug and Alcohol Dependence. 2007;88:79–82.
    1. MacKillop J, Kahler CW. Delayed reward discounting predicts treatment response for heavy drinkers receiving smoking cessation treatment. Drug and Alcohol Dependence. 2009;104:197–203.
    1. MacKillop J, Mattson RE, Anderson-MacKillop EJ, Castelda BA, Donovick PJ. Multidimensional assessment of impulsivity in undergraduate hazardous drinkers and controls. Journal of Studies on Alcohol and Drugs. 2007;68:785–788.
    1. Madden GJ, Bickel WK, Jacobs EA. Discounting of delayed rewards in opioid-dependent outpatients: Exponential or hyperbolic discounting functions? Experimental and Clinical Psychopharmacology. 1999;7:284–293.
    1. Madden GJ, Johnson PS. A delay-discounting primer. In: Madden GJ, Bickel WK, editors. Impulsivity: The behavioral and neurological science of discounting. Washington, DC: American Psychological Association; 2010. pp. 11–37.
    1. Mazur JE. An adjusting procedure for studying delayed reinforcement. In: Commons ML, Mazur JE, Nevin JA, Rachlin H, editors. Quantitative analyses of behavior: Vol. 5. The effects of delay and of intervening events on reinforcement value. Hillsdale, NJ: Erlbaum; 1987. pp. 55–73.
    1. Passetti F, Clark L, Mehta MA, Joyce E, King M. Neuropsychological predictors of clinical outcome in opiate addiction. Drug and Alcohol Dependence. 2008;94:82–91.
    1. Rachlin H, Green L. Commitment, choice, and self-control. Journal of the Experimental Analysis of Behavior. 1972;17:15–22.
    1. Rachlin H, Raineri A, Cross D. Subjective probability and delay. Journal of the Experimental Analysis of Behavior. 1991;55:233–244.
    1. Rogers RE, Higgins ST, Silverman K, Thomas CS, Badger GJ, Bigelow G, Stitzer M. Abstinence-contingent reinforcement and engagement in non-drug-related activities among illicit drug abusers. Psychology of Addictive Behaviors. 2008;22:544–550.
    1. Ohmura Y, Takahashi T, Kitamura N. Discounting delayed and probabilistic monetary gains and losses by smokers of cigarettes. Psychopharmacology. 2005;82:508–515.
    1. Takahashi T, Furukawa A, Miyakawa T, Maesato H, Higuchi S. Two-month stability of hyperbolic discount rates for delayed monetary gains in abstinent inpatient alcoholics. Neuro Endocrinology Letters. 2007;28:131–136.
    1. Vuchinich RE, Simpson CA. Hyperbolic temporal discounting in social drinkers and problem drinkers. Experimental and Clinical Psychopharmacology. 1998;6:292–305.
    1. Yi R, Mitchell SH, Bickel WK. Delay-discounting and substance abuse-dependence. In: Madden GJ, Bickel WK, editors. Impulsivity: The behavioral and neurological science of discounting. Washington, DC: American Psychological Association; 2010. pp. 191–211.
    1. Yoon JH, Higgins ST. Turning k on its head: Comments on use of an ED50 in delay discounting research. Drug and Alcohol Dependence. 2008;95:169–172.
    1. Yoon JH, Higgins ST, Heil SH, Sugarbaker RJ, Thomas CS, Badger GJ. Delay discounting predicts postpartum relapse to cigarette smoking among pregnant women. Experimental Clinical Psychopharmacology. 2007;15:176–186.

Source: PubMed

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