Needle sharing in opioid-dependent outpatients: psychological processes underlying risk
Abstract
Needle sharing contributes to the spread of the human immunodeficiency virus and other health concerns and remains a persistent problem among injection drug users. We determined whether needle sharing may be related to the discounting of the value of delayed outcomes. Outpatients in treatment for heroin dependence indicated preference for immediate versus delayed hypothetical monetary and heroin outcomes in a titration procedure that determined indifference points at various delays. The degree to which the delayed outcomes lost value was estimated with a nonlinear decay model. Participants who agreed to share a needle in a scenario (N=15) discounted delayed money more steeply than did the nonsharing group (N=17). Both groups discounted delayed heroin more steeply than delayed money. Persistent needle sharing may be related to the relative inability of delayed outcomes to impact current behavior. Training to mitigate the effect of delay on outcome value may offer reductions in needle sharing and drug abuse.
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Heroin users who share needles discount at even higher rates than those who do not.
“heroin users who share needles discount at even higher rates than those that do not (Odum et al., 2000).”
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 Odum et al., 2000
Cites
An adjusting procedure for studying delayed reinforcement.
Mazur, J. E. (1987) · doi:10.4324/9781315825502-11 · Cited by 2,189 · 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
Self-citationNew Data from the Addiction Severity Index Reliability and Validity in Three Centers
McLELLAN, A. T., LUBORSKY, L., CACCIOLA, J., GRIFFITH, J., EVANS, F., BARR, H. L., & OʼBRIEN, C. P. (1985) · The Journal of Nervous and Mental Disease · doi:10.1097/00005053-198507000-00005 · Cited by 1,503 · cited 1× · see citing works
“As part of their regularly scheduled clinic visit the day of the experimental session, participants completed the Eysenck Personality Questionnaire (Eysenck and Eysenck, 1978) and the Addiction Severity Index (ASI; McLellan et al., 1985).”
MethodImpulsivity 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
Self-citationSUBJECTIVE PROBABILITY AND DELAY
Rachlin, H., Raineri, A., & Cross, D. (1991) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.1991.55-233 · Cited by 1,341 · see citing works
(U.S.), C. F. D. C. A. P. (1998) · PsycEXTRA Dataset · doi:10.1037/e547602006-001 · Cited by 1,213 · see citing works
Age norms for impulsiveness, venturesomeness and empathy in adults
Eysenck, S. B. G., Pearson, P. R., Easting, G., & Allsopp, J. F. (1985) · Personality and Individual Differences · doi:10.1016/0191-8869(85)90011-x · Cited by 1,163 · cited 1× · see citing works
“, 1999), in the present study, members of both the sharing and nonsharing groups had equally elevated scores on the Eysenck impulsivity scale compared to the scores of a normative sample (Eysenck et al., 1985), yet could be distinguished by the degree to which they discounted future monetary outcomes.”
ResultImpulsiveness and Venturesomeness: Their Position in a Dimensional System of Personality Description
Eysenck, S. B. G., & Eysenck, H. J. (1978) · Psychological Reports · doi:10.2466/pr0.1978.43.3f.1247 · Cited by 955 · see citing works
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
Self-citationAdolescent drug use and psychological health: A longitudinal inquiry.
Shedler, J., & Block, J. H. (1990) · American Psychologist · doi:10.1037/0003-066x.45.5.612 · Cited by 871 · see citing works
Ainslie, G. W. (1974) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.1974.21-485 · Cited by 763 · see citing works
Strathdee, S. A., Patrick, D. M., Currie, S. L., Cornelisse, P., Rekart, M. L., Montaner, J. S. G., Schechter, M. T., & O'Shaughnessy, M. V. (1997) · AIDS · doi:10.1097/00002030-199708000-00001 · Cited by 661 · 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
Shalmani, H. M. (2014) · Journal of Liver · doi:10.4172/2167-0889.1000147 · Cited by 607 · see citing works
Preference Reversals Due to Myopic Discounting of Delayed Reward
Kirby, K. N., & Herrnstein, R. J. (1995) · Psychological Science · doi:10.1111/j.1467-9280.1995.tb00311.x · Cited by 591 · see citing works
DETERMINATION OF DISCOUNT FUNCTIONS IN RATS WITH AN ADJUSTING‐AMOUNT PROCEDURE
Richards, J. B., Mitchell, S. H., de Wit, H., & Seiden, L. S. (1997) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.1997.67-353 · Cited by 493 · see citing works
Shortened time horizons and insensitivity to future consequences in heroin addicts
Petry, N. M., Bickel, W. K., & Arnett, M. (1998) · Addiction · doi:10.1046/j.1360-0443.1998.9357298.x · Cited by 466 · see citing works
Self-citationModeling Myopic Decisions: Evidence for Hyperbolic Delay-Discounting within Subjects and Amounts
Kirby, K. N., & Maraković, N. N. (1995) · Organizational Behavior and Human Decision Processes · doi:10.1006/obhd.1995.1086 · Cited by 448 · see citing works
CHOICE IN A “SELF‐CONTROL” PARADIGM: EFFECTS OF A FADING PROCEDURE
Mazur, J. E., & Logue, A. W. (1978) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.1978.30-11 · Cited by 364 · see citing works
Impulsivity and history of drug dependence.
Allen, T., Moeller, F., Rhoades, H., & Cherek, D. R. (1998) · Drug and Alcohol Dependence · doi:10.1016/s0376-8716(98)00023-4 · Cited by 286 · see citing works
Madden, G. J., Bickel, W. K., & Jacobs, E. A. (1999) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.7.3.284 · Cited by 280 · see citing works
Self-citationRisk Reduction for the Acquired Immunodeficiency Syndrome Among Intravenous Drug Users
Jarlais, D. C. D., Friedman, S. R., & HOPKINS, W. (1985) · Annals of Internal Medicine · doi:10.7326/0003-4819-103-5-755 · Cited by 254 · see citing works
An experimental analysis of impulsivity and impulse control in humans
Solnick, J. V., Kannenberg, C. H., Eckerman, D. A., & Waller, M. B. (1980) · Learning and Motivation · doi:10.1016/0023-9690(80)90021-1 · Cited by 253 · see citing works
Impulsivity predicts individual susceptibility to high levels of alcohol self-administration
Poulos, C. X., Le, A. D., & Parker, J. L. (1995) · Behavioural Pharmacology · doi:10.1097/00008877-199512000-00006 · Cited by 234 · cited 1× · see citing works
“, 1998) and nonhumans that consumed relatively large amounts of alcohol (Poulos et al., 1995) showed less self-control than did non-drug-abusing counterparts.”
BackgroundThe effect of temporal constraints on the value of money and other commodities
Raineri, A., & Rachlin, H. C. (1993) · Journal of Behavioral Decision Making · doi:10.1002/bdm.3960060202 · Cited by 226 · see citing works
Polydrug abuse in heroin addicts: a behavioral economic analysis
Petry, N. M., & Bickel, W. K. (1998) · Addiction · doi:10.1046/j.1360-0443.1998.9333212.x · Cited by 173 · see citing works
Self-citationSELF‐CONTROL: TEACHING TOLERANCE FOR DELAY IN IMPULSIVE CHILDREN
Schweitzer, J. B., & Sulzer‐Azaroff, B. (1988) · Journal of the Experimental Analysis of Behavior · doi:10.1901/jeab.1988.50-173 · Cited by 172 · see citing works
Buprenorphine treatment of opioid dependence: A review.
Bickel, W. K., & Amass, L. (1995) · Experimental and Clinical Psychopharmacology · doi:10.1037/1064-1297.3.4.477 · Cited by 150 · see citing works
Self-citationCalsyn, D. A., Saxon, A. J., Freeman, G., & Whittaker, S. (1992) · American Journal of Public Health · doi:10.2105/ajph.82.4.573 · Cited by 143 · see citing works
Risk factors for needle sharing among methadone-treated patients
Metzger, D. S., WOODY, G. E., Philippis, D. D., McLellan, A. T., O’Brien, C. P., & Platt, J. J. (1991) · American Journal of Psychiatry · doi:10.1176/ajp.148.5.636 · Cited by 118 · see citing works
Salemi, M., Lewis, M., Egan, J. F., Hall, W. W., Desmyter, J., & Vandamme, A. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.23.13253 · Cited by 94 · see citing works
Update: Trends in AIDS Incidence—United States, 1996
(1997) · JAMA · doi:10.1001/jama.1997.03550180033016 · Cited by 67 · see citing works
Social intervention against AIDS among injecting drug users
Friedman, S. R., Neaigus, A., Jarlais, D. C. D., et al. (1992) · British Journal of Addiction · doi:10.1111/j.1360-0443.1992.tb01940.x · Cited by 65 · see citing works
Explanations for sharing injection equipment in injecting drug users and barriers to safer drug use
Ross, M. W., WODAK, A. D., Stowe, A., et al. (1994) · Addiction · doi:10.1111/j.1360-0443.1994.tb00928.x · Cited by 45 · see citing works
AIDS Associated With Injecting-Drug Use— United States, 1995
(1996) · JAMA · doi:10.1001/jama.1996.03530450018008 · Cited by 34 · see citing works
HTLV-I in Northeast Brazil: Differences for Male and Female Injecting Drug Users
Dourado, I. C., Andrade, T., & Galvão‐Castro, B. (1998) · Journal of Acquired Immune Deficiency Syndromes & Human Retrovirology · doi:10.1097/00042560-199812010-00016 · Cited by 29 · see citing works
DuPont, R. L., Griffin, D. W., Siskin, B. R., et al. (1995) · Journal of Addictive Diseases · doi:10.1300/j069v14n03_01 · Cited by 28 · see citing works
Jones, T., & Vlahov, D. (1998) · Journal of Acquired Immune Deficiency Syndromes & Human Retrovirology · doi:10.1097/00042560-199802001-00002 · Cited by 23 · see citing works
Alcohol, Drugs, and Psychiatric Disorders
Eisen, S. V., Youngman, D. J., Grob, M. C., & Dill, D. L. (1992) · Journal of Adolescent Research · doi:10.1177/074355489272008 · Cited by 20 · see citing works
The Intravenous Injection of Illicit Drugs and Needle Sharing: An Historical Perspective
Zule, W. A., Vogtsberger, K. N., & Desmond, D. P. (1997) · Journal of Psychoactive Drugs · doi:10.1080/02791072.1997.10400188 · Cited by 8 · see citing works
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Bickel, W. K., & Marsch, L. A. (2001) · Addiction · doi:10.1046/j.1360-0443.2001.961736.x · Cited by 1,117 · see citing works
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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
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- Authors
- Odum, A. L., Madden, G. J., Badger, G. J., & Bickel, W. K.
- Affiliations
- University of Vermont (US)
- Corresponding author
- Odum, Amy L
- Venue
- Drug and Alcohol Dependence
- Publisher
- Elsevier BV
- Published
- 2000-11
- Volume
- 60
- Issue
- 3
- Pages
- 259-266
- ISSN
- 0376-8716 (ISSN-L)
- OpenAlex
- W2043529882
- Cited by
- 213
- References
- 40
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 1 · 2023: 2 · 2022: 2 · 2021: 4 · 2020: 9 · 2019: 8 · 2018: 13 · 2017: 6 · 2016: 11 · 2015: 14 · 2014: 14 · 2013: 13 · 2012: 11
- FWCI
- 4.90
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Drug and Alcohol Dependence (publishedVersion)
- PubMed (publishedVersion)
- Digital Commons - USU (Utah State University) (submittedVersion)
- Funders
- National Institutes of Health (5r01da006969-10)
- Centers for Disease Control and Prevention
- National Institute on Drug Abuse (T32-DA-07242, R01 DA11692, R01 DA06969, R01DA011692, T32DA007242)
- Topics
- Health Sciences › Medicine › Epidemiology › HIV, Drug Use, Sexual Risk
- Health Sciences › Medicine › Epidemiology › Substance Abuse Treatment and Outcomes
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Opioid Use Disorder Treatment
- Keywords
- needle sharing, heroin addiction, delay discounting, time preference, people who inject drugs, HIV transmission
- MeSH terms
- Adult, Ambulatory Care, Female, Heroin Dependence, Humans, Impulsive Behavior, Male, Personality Inventory, Risk-Taking, Substance Abuse, Intravenous, Prevalence, Needle Sharing, Treatment Outcome
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