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Published in: Prevention Science 3/2008

01-09-2008

Perceived Harmfulness Predicts Nonmedical Use of Prescription Drugs Among College Students: Interactions with Sensation-Seeking

Authors: Amelia M. Arria, Kimberly M. Caldeira, Kathryn B. Vincent, Kevin E. O’Grady, Eric D. Wish

Published in: Prevention Science | Issue 3/2008

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Abstract

This study describes the level of perceived harmfulness of nonmedical prescription stimulant and analgesic use in a sample of college students, and examines the prospective relationship between perceived harmfulness and subsequent nonmedical use. In addition, we explore whether the association between perceived harmfulness and nonmedical use varies by level of sensation-seeking. Personal interviews, including questions on sensation-seeking and drug use, were conducted with 1,253 first-year college students. Participants were then followed-up twice at 6-month intervals. Perceived harmfulness of nonmedical use of prescription drugs was assessed at 6 months via a web-based survey. At the 12-month follow-up interview, drug use was again assessed. Students who never had the opportunity to use prescription drugs nonmedically were excluded from all analyses. Results revealed that one in four students perceived a great risk of harm from occasional nonmedical use of prescription stimulants (25.2%) and analgesics (27.8%). As expected, low perceived harmfulness and high sensation-seeking were independently associated with increased risk of nonmedical use, holding constant demographic characteristics. The protective effect of high perceived harmfulness could be seen at all levels of sensation-seeking with one important exception: Among high sensation-seekers, perceived harmfulness was not related to nonmedical use of prescription analgesics. Perceived harmfulness appears to distinguish nonmedical users from non-users, given the opportunity to use. Increasing perceived harmfulness may be a viable prevention strategy for most students, but alternative approaches might need to be developed that are tailored to high sensation-seekers.
Literature
go back to reference Anthony, J. C., Warner, L. A., & Kessler, R. C. (1994). Comparative epidemiology of dependence on tobacco, alcohol, controlled substances, and inhalants: Basic findings from the National Comorbidity Survey. Experimental and Clinical Psychopharmacology, 2, 244–268. doi:10.1037/1064-1297.2.3.244.CrossRef Anthony, J. C., Warner, L. A., & Kessler, R. C. (1994). Comparative epidemiology of dependence on tobacco, alcohol, controlled substances, and inhalants: Basic findings from the National Comorbidity Survey. Experimental and Clinical Psychopharmacology, 2, 244–268. doi:10.​1037/​1064-1297.​2.​3.​244.CrossRef
go back to reference Arria, A. M., Caldeira, K. M., O’Grady, K. E., Vincent, K. B., Fitzelle, D. B., Johnson, E. P., et al. (2008a). Drug exposure opportunities and use patterns among college students: Results of a longitudinal prospective cohort study. Substance Abuse, 29. Arria, A. M., Caldeira, K. M., O’Grady, K. E., Vincent, K. B., Fitzelle, D. B., Johnson, E. P., et al. (2008a). Drug exposure opportunities and use patterns among college students: Results of a longitudinal prospective cohort study. Substance Abuse, 29.
go back to reference Arria, A., O’Grady, K., Caldeira, K., Vincent, K., & Wish, E. (2008b). Nonmedical use of prescription stimulants and analgesics: Associations with social and academic behaviors among college students. Journal of Drug Issues, 38. Arria, A., O’Grady, K., Caldeira, K., Vincent, K., & Wish, E. (2008b). Nonmedical use of prescription stimulants and analgesics: Associations with social and academic behaviors among college students. Journal of Drug Issues, 38.
go back to reference Arria, A. M., & Wish, E. D. (2005). Nonmedical use of prescription stimulants among students. Psychiatric Annals, 35, 228–235. Arria, A. M., & Wish, E. D. (2005). Nonmedical use of prescription stimulants among students. Psychiatric Annals, 35, 228–235.
go back to reference Bachman, J. G., Johnston, L. D., & O’Malley, P. M. (1990). Explaining the recent decline in cocaine use among young adults: Further evidence that perceived risks and disapproval lead to reduced drug use. Journal of Health and Social Behavior, 31, 173–184. doi:10.2307/2137171.PubMedCrossRef Bachman, J. G., Johnston, L. D., & O’Malley, P. M. (1990). Explaining the recent decline in cocaine use among young adults: Further evidence that perceived risks and disapproval lead to reduced drug use. Journal of Health and Social Behavior, 31, 173–184. doi:10.​2307/​2137171.PubMedCrossRef
go back to reference Bachman, J. G., Johnston, L. D., & O’Malley, P. M. (1998). Explaining recent increases in students marijuana use: Impacts of perceived risks and disapproval 1976–1996. American Journal of Public Health, 88, 887–892.PubMedCrossRef Bachman, J. G., Johnston, L. D., & O’Malley, P. M. (1998). Explaining recent increases in students marijuana use: Impacts of perceived risks and disapproval 1976–1996. American Journal of Public Health, 88, 887–892.PubMedCrossRef
go back to reference Bachman, J. G., Johnston, L. D., O’Malley, P. M., & Humphrey, R. H. (1988). Explaining the recent decline in marijuana use: Differentiating the effects of perceived risks, disapproval, and general lifestyle factors. Journal of Health and Social Behavior, 29, 92–112. doi:10.2307/2137183.PubMedCrossRef Bachman, J. G., Johnston, L. D., O’Malley, P. M., & Humphrey, R. H. (1988). Explaining the recent decline in marijuana use: Differentiating the effects of perceived risks, disapproval, and general lifestyle factors. Journal of Health and Social Behavior, 29, 92–112. doi:10.​2307/​2137183.PubMedCrossRef
go back to reference Barrett, S. P., Darredeau, C., Bordy, L. E., & Pihl, R. O. (2005). Characteristics of methylphenidate misuse in a university student sample. Canadian Journal of Psychiatry, 50, 457–461. Barrett, S. P., Darredeau, C., Bordy, L. E., & Pihl, R. O. (2005). Characteristics of methylphenidate misuse in a university student sample. Canadian Journal of Psychiatry, 50, 457–461.
go back to reference Bronfenbrenner, U. (1979). The ecology of human development: Experiments by nature and design. Cambridge, MA: Harvard University Press. Bronfenbrenner, U. (1979). The ecology of human development: Experiments by nature and design. Cambridge, MA: Harvard University Press.
go back to reference Catalano, R., & Hawkins, J. D. (1996). The Social Development Model: A theory of antisocial behavior. In J. D. Hawkins (Ed.), Delinquency and crime: Current theories (pp. 149–197). New York: Cambridge University Press. Catalano, R., & Hawkins, J. D. (1996). The Social Development Model: A theory of antisocial behavior. In J. D. Hawkins (Ed.), Delinquency and crime: Current theories (pp. 149–197). New York: Cambridge University Press.
go back to reference Chambers, R. A., Taylor, J. R., & Potenza, M. N. (2003). Developmental neurocircuitry of motivation in adolescence: A critical period of addiction vulnerability. The American Journal of Psychiatry, 106, 1041–1052. doi:10.1176/appi.ajp.160.6.1041.CrossRef Chambers, R. A., Taylor, J. R., & Potenza, M. N. (2003). Developmental neurocircuitry of motivation in adolescence: A critical period of addiction vulnerability. The American Journal of Psychiatry, 106, 1041–1052. doi:10.​1176/​appi.​ajp.​160.​6.​1041.CrossRef
go back to reference Donohew, L., Helm, D. M., Lawrence, P., Shatzer, M. J., & Watson, R. R. (1990). Sensation seeking, marijuana use, and responses to prevention messages: Implications for public health campaigns. In Watson, R. (Ed.) Drug and alcohol abuse prevention (pp. 73–93). Totowa, NJ: Humana. Donohew, L., Helm, D. M., Lawrence, P., Shatzer, M. J., & Watson, R. R. (1990). Sensation seeking, marijuana use, and responses to prevention messages: Implications for public health campaigns. In Watson, R. (Ed.) Drug and alcohol abuse prevention (pp. 73–93). Totowa, NJ: Humana.
go back to reference Drug Abuse Warning Network (2007). DAWN, 2005: National estimates of drug-related emergency department visits. Rockville, MD. Drug Abuse Warning Network (2007). DAWN, 2005: National estimates of drug-related emergency department visits. Rockville, MD.
go back to reference Duistman, D. M., & Colbry, S. L. (1995). Perceived risk and use as predictors of substance use among college students. Health Values: The Journal of Health Behavior. Education & Promotion, 19, 44–52. Duistman, D. M., & Colbry, S. L. (1995). Perceived risk and use as predictors of substance use among college students. Health Values: The Journal of Health Behavior. Education & Promotion, 19, 44–52.
go back to reference Gonzalez, G. M., & Haney, M. L. (1990). Perceptions of risk as predictors of alcohol, marijuana, and cocaine use among college students. Journal of College Student Development, 31, 313–318. Gonzalez, G. M., & Haney, M. L. (1990). Perceptions of risk as predictors of alcohol, marijuana, and cocaine use among college students. Journal of College Student Development, 31, 313–318.
go back to reference Hawkins, J. D., Catalano, R. F., & Miller, J. Y. (1992). Risk and protective factors for alcohol and other drug problems in adolescence and early adulthood: Implications for substance abuse prevention. Psychological Bulletin, 112, 64–105. doi:10.1037/0033–2909.112.1.64.PubMedCrossRef Hawkins, J. D., Catalano, R. F., & Miller, J. Y. (1992). Risk and protective factors for alcohol and other drug problems in adolescence and early adulthood: Implications for substance abuse prevention. Psychological Bulletin, 112, 64–105. doi:10.​1037/​0033–2909.​112.​1.​64.PubMedCrossRef
go back to reference Herman-Stahl, M. A., Krebs, C. P., Kroutil, L. A., & Heller, D. C. (2007). Risk and protective factors for methamphetamine use and nonmedical use of prescription stimulants among young adults aged 18 to 25. Addictive Behaviors, 32, 1003–1015. doi:10.1016/j.addbeh.2006.07.010.PubMedCrossRef Herman-Stahl, M. A., Krebs, C. P., Kroutil, L. A., & Heller, D. C. (2007). Risk and protective factors for methamphetamine use and nonmedical use of prescription stimulants among young adults aged 18 to 25. Addictive Behaviors, 32, 1003–1015. doi:10.​1016/​j.​addbeh.​2006.​07.​010.PubMedCrossRef
go back to reference Johnston, L. D., O’Malley, P. M., & Bachman, J. G. (2004). Monitoring the future: National results on adolescent drug use. Overview of key findings, 2003. Ann Arbor, MI: University of Michigan Institute for Social Research. Johnston, L. D., O’Malley, P. M., & Bachman, J. G. (2004). Monitoring the future: National results on adolescent drug use. Overview of key findings, 2003. Ann Arbor, MI: University of Michigan Institute for Social Research.
go back to reference McCabe, S. E., Knight, J. R., Teter, C. J., & Wechsler, H. (2005a). Non-medical use of prescription stimulants among US college students: Prevalence and correlates from a national survey. Addiction, 100, 96–106. doi:10.1111/j.1360-0443.2005.00944.x. McCabe, S. E., Knight, J. R., Teter, C. J., & Wechsler, H. (2005a). Non-medical use of prescription stimulants among US college students: Prevalence and correlates from a national survey. Addiction, 100, 96–106. doi:10.​1111/​j.​1360-0443.​2005.​00944.​x.
go back to reference McCabe, S. E., Teter, C. J., & Boyd, C. J. (2006a). Medical use, illicit use and diversion of prescription stimulant medication. Journal of Psychoactive Drugs, 38, 43–56.PubMed McCabe, S. E., Teter, C. J., & Boyd, C. J. (2006a). Medical use, illicit use and diversion of prescription stimulant medication. Journal of Psychoactive Drugs, 38, 43–56.PubMed
go back to reference Nelson, C. B., Bloom, F. E., Cameron, J. L., Amaral, D., & Pine, D. (2002). An integrative multidisciplinary approach to the study of brain-behavior relations in the context of typical and atypical development. Development and Psychopathology, 14, 499–520. doi:10.1017/S0954579402003061.PubMedCrossRef Nelson, C. B., Bloom, F. E., Cameron, J. L., Amaral, D., & Pine, D. (2002). An integrative multidisciplinary approach to the study of brain-behavior relations in the context of typical and atypical development. Development and Psychopathology, 14, 499–520. doi:10.​1017/​S095457940200306​1.PubMedCrossRef
go back to reference Palmgreen, P., Donohew, L., Lorch, E. P., & Rogus, M. (1991). Sensation seeking, message sensation value, and drug use as mediators of PSA effectiveness. Health Communication, 3, 217–227. doi:10.1207/s15327027hc0304_4.CrossRef Palmgreen, P., Donohew, L., Lorch, E. P., & Rogus, M. (1991). Sensation seeking, message sensation value, and drug use as mediators of PSA effectiveness. Health Communication, 3, 217–227. doi:10.​1207/​s15327027hc0304_​4.CrossRef
go back to reference Prudhomme-White, B., Becker-Blease, K. A., & Grace-Bishop, K. (2006). Stimulant medication use, misuse, and abuse in an undergraduate and graduate student sample. Journal of American College Health, 54, 261–268. doi:10.3200/JACH.54.5.261-268.CrossRef Prudhomme-White, B., Becker-Blease, K. A., & Grace-Bishop, K. (2006). Stimulant medication use, misuse, and abuse in an undergraduate and graduate student sample. Journal of American College Health, 54, 261–268. doi:10.​3200/​JACH.​54.​5.​261-268.CrossRef
go back to reference Rolison, M. R., & Scherman, A. (2002). Factors influencing adolescents’ decisions to engage in risk-taking behavior. Adolescence, 37, 585–596.PubMed Rolison, M. R., & Scherman, A. (2002). Factors influencing adolescents’ decisions to engage in risk-taking behavior. Adolescence, 37, 585–596.PubMed
go back to reference Substance Abuse and Mental Health Services Administration (2007a). Results from the 2006 National Survey on Drug Use and Health: National Findings (No. DHHS Publication No. SMA 7-4293). Substance Abuse and Mental Health Services Administration (2007a). Results from the 2006 National Survey on Drug Use and Health: National Findings (No. DHHS Publication No. SMA 7-4293).
go back to reference Substance Abuse and Mental Health Services Administration (2007b). Treatment Episode Data Set (TEDS): 1995–2005: National admissions to substance abuse treatment services. Rockville, MD, USA. Substance Abuse and Mental Health Services Administration (2007b). Treatment Episode Data Set (TEDS): 1995–2005: National admissions to substance abuse treatment services. Rockville, MD, USA.
go back to reference United States Food and Drug Administration (2005). Patient information sheet: Adderall and Adderall XR Extended-Release Capsules. United States Food and Drug Administration (2005). Patient information sheet: Adderall and Adderall XR Extended-Release Capsules.
go back to reference United States Food and Drug Administration (2007a). Medication guide: Adderall® CII. United States Food and Drug Administration (2007a). Medication guide: Adderall® CII.
go back to reference United States Food and Drug Administration (2007b). Medication Guide: Concerta® (kon SER-ta) (methylphenidate HCl) Extended-release Tablets CII. United States Food and Drug Administration (2007b). Medication Guide: Concerta® (kon SER-ta) (methylphenidate HCl) Extended-release Tablets CII.
go back to reference United States Food and Drug Administration (2007c). Medication Guide: Ritalin LA® (methylphenidate hydrochloride) extended-release capsules CII. United States Food and Drug Administration (2007c). Medication Guide: Ritalin LA® (methylphenidate hydrochloride) extended-release capsules CII.
go back to reference Vincent, K. B. (2005). The ecstasy and methamphetamine drug epidemics: Implications for policy and control. Unpublished thesis. University of Maryland, College Park, MD, USA. Vincent, K. B. (2005). The ecstasy and methamphetamine drug epidemics: Implications for policy and control. Unpublished thesis. University of Maryland, College Park, MD, USA.
go back to reference Zickler, P. (1999). NIDA launches initiative to combat club drugs. NIDA Notes, 14(6), 2. Zickler, P. (1999). NIDA launches initiative to combat club drugs. NIDA Notes, 14(6), 2.
go back to reference Zuckerman, M. (1994). Behavioral expressions and biosocial bases of sensation seeking. New York: Cambridge University Press. Zuckerman, M. (1994). Behavioral expressions and biosocial bases of sensation seeking. New York: Cambridge University Press.
go back to reference Zuckerman, M. (2002). Zuckerman–Kuhlman Personality Questionnaire (ZKPQ): An alternative five-factorial model. In B. de Raad & M. Perugini (Eds.), Big Five assessment (pp. 377–396). Seattle: Hogrefe & Huber. Zuckerman, M. (2002). Zuckerman–Kuhlman Personality Questionnaire (ZKPQ): An alternative five-factorial model. In B. de Raad & M. Perugini (Eds.), Big Five assessment (pp. 377–396). Seattle: Hogrefe & Huber.
go back to reference Zuckerman, M., Neary, R. S., & Brustman, B. A. (1970). Sensation-Seeking Scale correlates in experience (smoking, drugs, alcohol, ‘hallucinations,’ and sex) and preference for complexity (designs). Proceedings of the Annual Convention of the American Psychological Association, 5, 317–318. Zuckerman, M., Neary, R. S., & Brustman, B. A. (1970). Sensation-Seeking Scale correlates in experience (smoking, drugs, alcohol, ‘hallucinations,’ and sex) and preference for complexity (designs). Proceedings of the Annual Convention of the American Psychological Association, 5, 317–318.
Metadata
Title
Perceived Harmfulness Predicts Nonmedical Use of Prescription Drugs Among College Students: Interactions with Sensation-Seeking
Authors
Amelia M. Arria
Kimberly M. Caldeira
Kathryn B. Vincent
Kevin E. O’Grady
Eric D. Wish
Publication date
01-09-2008
Publisher
Springer US
Published in
Prevention Science / Issue 3/2008
Print ISSN: 1389-4986
Electronic ISSN: 1573-6695
DOI
https://doi.org/10.1007/s11121-008-0095-8

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