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Johnson Holm AK, Tuthill SD, Klein ND, Wedelll E, Looby A, Bravo AJ, Prince MA. Compounding Privilege, Resilience, and Nonmedical Prescription Stimulant Use among College Students. Subst Use Misuse 2022; 57:1751-1760. [PMID: 36096474 PMCID: PMC10851314 DOI: 10.1080/10826084.2022.2102182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
Abstract
Background: In this study, we examined why non-Hispanic White cisgender men are more likely than other subgroups to misuse prescription stimulants in college. The objective of the current study was to use a strength-based framework to examine intersectional demographic predictors. Methods: We examined gender and race/ethnicity as predictors of nonmedical prescription stimulant use (NPS) among college students. We also investigated resilience as a moderator. This report uses data from an online multisite study conducted at seven universities with 4,764 undergraduate students (70.1% women and 52.0% People of Color). Results: We found that college students who were cisgender men and non-Hispanic White used NPS significantly more than students who identified as another gender and as People of Color. There was also a buffering effect of resilience between race/ethnicity and NPS, such that resilience predicted lower NPS for People of Color, but not non-Hispanic White people 28% of the time. Conclusions: It may be that Students of Color are more resilient than non-Hispanic White students, and this resilience is protective of NPS use in college. Importantly, a compounding-privilege and/or intersectional approach to identity is crucial to fully understanding behavior (in this case NPS) in a diversity of college students; future studies should continue to use and develop such approaches.
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Affiliation(s)
| | | | | | - Emma Wedelll
- Department of Psychological Sciences, William & Mary
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Warnock CA, Lauckner CL, Ingram LA. An exploratory study of indicators of recent nonmedical prescription stimulant use among college students. J Am Coll Health 2021:1-6. [PMID: 34398705 DOI: 10.1080/07448481.2021.1923506] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Revised: 03/31/2021] [Accepted: 04/25/2021] [Indexed: 06/13/2023]
Abstract
To explore the relationship between past 30-day nonmedical prescription stimulant use (NPSU) and past 30-day marijuana and/or alcohol use, past 30-day risky marijuana and/or alcohol use, student demographics, and student activity involvement among college students. Participants: Sample of 604 college-aged students at two large universities in the southeastern U.S. Methods: A cross-sectional survey was completed electronically. Logistic regression was used to identify and test covariates of past 30-day NPSU. Results: Over 20% of participants self-reported past NPSU. Using both marijuana and alcohol in the past 30 days (B = 3.293, p = .002, OR= 26.91, 95% CI OR= 3.42, 211.92) and engaging in both risky marijuana and alcohol use (B = 2.095, p < .001, OR = 8.13, 95% CI OR = 2.52, 25.17) were significantly related to past 30-day NPSU. Conclusions: NPSU may be indicative of broader polysubstance use problems among college-aged students.
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Affiliation(s)
| | | | - Lucy A Ingram
- University of South Carolina, Arnold School of Public Health, Columbia, South Carolina, USA
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Nutley SK, Mathews CA, Striley CW. Disordered eating is associated with non-medical use of prescription stimulants among college students. Drug Alcohol Depend 2020; 209:107907. [PMID: 32088588 DOI: 10.1016/j.drugalcdep.2020.107907] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/15/2019] [Revised: 01/15/2020] [Accepted: 02/09/2020] [Indexed: 01/31/2023]
Abstract
BACKGROUND Disordered eating behaviors are associated with non-medical use of prescription stimulants for weight and appetite-related purposes. Yet, estimates of the prevalence and types of disordered eating associated with non-medical use vary. Additionally, little is known about the association between medical use of prescription stimulants and disordered eating. METHOD Data were collected from 87,296 college students at 127 institutions that participated in the Healthy Minds Study. We assessed the relationship between disordered eating, medical and nonmedical prescription stimulant use using multivariable logistic regression models adjusted for demographic characteristics, lifestyle and behavioral factors, and psychiatric comorbidity. RESULTS Non-medical use of prescription stimulants (NMUPS) was reported by 2.8 % n = 2435 of the sample. One-third of students using prescription stimulants non-medically reported two or more disordered eating attitudes and behaviors. Disordered eating was a significant predictor of non-medical, but not medical use of prescription stimulants. A dose-response relationship was identified between disordered eating and non-medical use, where risk for non-medical use increased with the number of disordered eating attitudes and behaviors reported. CONCLUSIONS The risk for NMUPS increases with disordered eating symptomatology. There is a need to assess for NMUPS among college students presenting with disordered eating.
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Affiliation(s)
- Sara K Nutley
- Department of Epidemiology, University of Florida, 2004 Mowry Road, PO Box 100231, Gainesville, FL, 32610, United States.
| | - Carol A Mathews
- Department of Psychiatry, University of Florida, 100 S Newell Drive, Gainesville, FL, 32610, United States.
| | - Catherine W Striley
- Department of Epidemiology, University of Florida, 2004 Mowry Road, PO Box 100231, Gainesville, FL, 32610, United States.
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Perlmutter AS, Rivera-Aguirre AE, Mauro PM, Castillo-Carniglia A, Rodriguez N, Cadenas N, Cerdá M, Martins SS. Sex differences in nonmedical prescription tranquilizer and stimulant use trends among secondary school students in Argentina, Chile, and Uruguay. Drug Alcohol Depend 2019; 205:107607. [PMID: 31606591 PMCID: PMC6943976 DOI: 10.1016/j.drugalcdep.2019.107607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Revised: 07/31/2019] [Accepted: 08/01/2019] [Indexed: 11/19/2022]
Abstract
BACKGROUND Little is known about recent nonmedical prescription tranquilizer and stimulant use trends in Latin America. We tested whether recent trends among students in three South American countries differed by sex over time. METHODS Three countries independently collected National School Students Survey on Drugs. Students in 8th, 10th, and 12th grades were sampled in Argentina (2007-2014, N = 328,202), Chile (2007-2015, N = 136,379), and Uruguay (2007-2016, N = 32,371). Weighted linear regression models predicted the prevalences and trends over time of past-year nonmedical tranquilizer and stimulant use by country, and tested whether trends differed by sex, adjusting for school type and grade. RESULTS In Argentina from 2007 to 2014, past-year nonmedical prescription tranquilizer (girls: 2.8 to 2.6%, boys: 2.5 to 2.3%) and stimulant (girls: 1.7 to 1.3%, boys: 1.9 to 1.5%) use trends did not differ by sex. In Chile from 2007 to 2015, nonmedical prescription tranquilizer use trends significantly differed comparing girls (3.9 to 10%) with boys (3.2 to 6.9%); stimulant use trends did not differ comparing girls (1.6 to 2.0%) with boys (2.0 to 1.3%). In Uruguay from 2007 to 2014 and 2014-2016, past-year nonmedical prescription tranquilizer (girls: 5.1 to 6.6%; boys: 2.8 to 4.2%) and stimulant (girls: 1.8 to 0.7%; boys: 1.8 to 0.7%) use trends did not differ by sex. CONCLUSIONS Trends of nonmedical prescription tranquilizer use recently increased in Chile and Uruguay, widening by sex over time in Chile only. The drivers of increasing tranquilizer use among girls in Chile and Uruguay merit further investigation.
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Affiliation(s)
- Alexander S Perlmutter
- Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY, 10032, USA; Université Paris Descartes UMR1153, Hôpital Hôtel-Dieu, 1 Place du Parvis Notre-Dame, Paris, 75004, France.
| | - Ariadne E Rivera-Aguirre
- Center for Opioid Epidemiology and Policy, Department of Population Health, New York University School of Medicine, 180 Madison Avenue, New York, NY, 10016, USA; Department of Population Health, New York University School of Medicine, 180 Madison Avenue, New York, NY, 10016, USA
| | - Pia M Mauro
- Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY, 10032, USA
| | - Alvaro Castillo-Carniglia
- Department of Population Health, New York University School of Medicine, 180 Madison Avenue, New York, NY, 10016, USA; Society and Health Research Center, Facultad de Humanidades, Universidad Mayor, Badajoz 30, Santiago, Chile
| | - Nicolás Rodriguez
- Research Department, National Service for Prevention and Rehabilitation of Drug and Alcohol Use (SENDA), Agustinas 1235, 9th floor, Santiago, Chile
| | - Nora Cadenas
- Dirección de Epidemiologia, Observatorio Argentino de Drogas, Calle Sarmiento 546, Ciudad Autónoma de Buenos Aires, C1041AAL, Argentina
| | - Magdalena Cerdá
- Center for Opioid Epidemiology and Policy, Department of Population Health, New York University School of Medicine, 180 Madison Avenue, New York, NY, 10016, USA; Department of Population Health, New York University School of Medicine, 180 Madison Avenue, New York, NY, 10016, USA
| | - Silvia S Martins
- Columbia University Mailman School of Public Health, 722 W 168th St, New York, NY, 10032, USA
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Thiel AM, Kilwein TM, De Young KP, Looby A. Differentiating motives for nonmedical prescription stimulant use by personality characteristics. Addict Behav 2019; 88:187-193. [PMID: 30223236 DOI: 10.1016/j.addbeh.2018.08.040] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2018] [Revised: 08/07/2018] [Accepted: 08/31/2018] [Indexed: 10/28/2022]
Abstract
Nonmedical prescription stimulant use (NPS) is increasing, particularly among college students. College students typically engage in NPS for cognitive enhancement, recreational, and appetite/weight-related purposes; however, little research has used these motives to identify specific risk for, or consequences of, NPS. Moreover, there may be unique risk factors for motive-specific NPS that have yet to be explored, such as relevant personality traits (i.e., distress tolerance, impulsivity, and perfectionism) that are associated with NPS in general. Therefore, this study aimed to examine whether NPS users and nonusers could be differentiated via facets of impulsivity, perfectionism, and distress tolerance, and whether users could be further differentiated by reported motive for use based on these traits. Midwestern university undergraduate students (N = 668) who were enrolled in a psychology research pool completed an online survey assessing demographics, NPS and motives, and measures of distress tolerance, impulsivity, and perfectionism. Participants were primarily female (78%) and aged 18-54 (M = 20.10, SD = 3.19) years. Univariate and multivariate analysis of variance tests revealed associations between lifetime NPS and higher impulsivity, higher perfectionism, and lower distress tolerance. Further tests revealed NPS for appetite/weight-related purposes was associated with lower distress tolerance, while NPS for recreational purposes was associated with higher impulsivity. These findings contribute novel information regarding NPS motives and personality constructs. This information may aid in comprehensive identification of high-risk individuals for NPS and inform the development of specialized prevention and intervention efforts.
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Zander ME, Norton-Baker M, De Young KP, Looby A. The Role of Anonymity in Determining the Self-Reported Use of Cocaine and Nonmedical Prescription Stimulant Use Among College Students. Subst Use Misuse 2016; 51:795-802. [PMID: 27097077 DOI: 10.3109/10826084.2016.1155607] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
BACKGROUND Nonmedical prescription stimulant use (NPSU) is commonly reported by college students and is on the rise. It is possible that increases in NPSU rates may stem from a lack of stigmatization regarding use, given recent evidence that students do not hold strong negative perceptions related to NPSU. OBJECTIVES This study aimed to assess NPSU and cocaine use using a conventional method and a method that assures anonymity. As anonymous data collection has typically found higher prevalence rates for stigmatized behaviors compared to conventional techniques, it was expected that cocaine rates would differ between techniques, while NPSU rates would not. METHODS At a Midwestern university during the Fall 2012 and Spring 2013 terms, groups of college student participants were randomly assigned either to a condition in which the data collection method guaranteed their anonymity (n = 204) or to a condition using a more conventional data collection technique that did not guarantee anonymity (n = 236). Participants responded to self-report measures assessing stimulant use, perception of anonymity of the methods, and demographics. RESULTS When anonymity was guaranteed, male participants were significantly more likely to report cocaine use. However, no differences in NPSU rates were noted for either sex, regardless of anonymity. CONCLUSIONS These results suggest that NPSU may not have the same perceived negative social consequences as other more stigmatized stimulant drugs, with young men in particular giving little weight to the potential consequences of NPSU.
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Affiliation(s)
- Mary E Zander
- a Department of Psychology , University of North Dakota , Grand Forks , North Dakota , USA
| | - Mara Norton-Baker
- a Department of Psychology , University of North Dakota , Grand Forks , North Dakota , USA
| | - Kyle P De Young
- a Department of Psychology , University of North Dakota , Grand Forks , North Dakota , USA
| | - Alison Looby
- a Department of Psychology , University of North Dakota , Grand Forks , North Dakota , USA
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Whiteside LK, Cunningham RM, Bonar EE, Blow F, Ehrlich P, Walton MA. Nonmedical prescription stimulant use among youth in the emergency department: prevalence, severity and correlates. J Subst Abuse Treat 2015; 48:21-7. [PMID: 25012553 PMCID: PMC4250391 DOI: 10.1016/j.jsat.2014.05.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2014] [Revised: 05/19/2014] [Accepted: 05/30/2014] [Indexed: 11/29/2022]
Abstract
This study examined the prevalence, severity and correlates of nonmedical prescription stimulant use (NPSU) among youth in the emergency department (ED). Participants 14-20 years old presenting to the ED completed a survey. A multinomial logistic regression was used to compare those without NPSU, with mild NPSU and with moderate/severe NPSU on demographics, risk factors and ED utilization. There were 4389 participants; 8.3% reported past-year NPSU and 44% of those with past 3-month NPSU reported at least monthly use. After controlling for demographics, participants with mild NPSU or moderate/severe NPSU had higher odds of all substance use risk factors compared to those with no NPSU. Also, those with moderate/severe NPSU were more likely to report dating violence and nonmedical use of opioids or sedatives and less likely to use marijuana compared to those with mild NPSU. Healthcare setting screening and intervention efforts should consider NPSU concomitant with other substance use and explore the association of dating violence with NPSU.
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Affiliation(s)
- Lauren K Whiteside
- Division of Emergency Medicine, University of Washington, Seattle WA 98104 USA.
| | - Rebecca M Cunningham
- Injury Center, University of Michigan, Ann Arbor, MI 48105 USA; Department of Emergency Medicine, University of Michigan, Ann Arbor, MI 48109 USA; School of Public Health, University of Michigan, Ann Arbor MI 48109 USA
| | - Erin E Bonar
- Injury Center, University of Michigan, Ann Arbor, MI 48105 USA; University of Michigan, Department of Psychiatry, Ann Arbor, MI 48109 USA
| | - Frederic Blow
- Injury Center, University of Michigan, Ann Arbor, MI 48105 USA; University of Michigan, Department of Psychiatry, Ann Arbor, MI 48109 USA; VA Health Services Research & Development, Ann Arbor MI 48109 USA
| | - Peter Ehrlich
- Injury Center, University of Michigan, Ann Arbor, MI 48105 USA; University of Michigan, Department of Pediatric Surgery, Ann Arbor MI 48109 USA
| | - Maureen A Walton
- Injury Center, University of Michigan, Ann Arbor, MI 48105 USA; University of Michigan, Department of Psychiatry, Ann Arbor, MI 48109 USA
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Looby A, Kassman KT, Earleywine M. Do negative stimulant-related attitudes vary for prescription stimulants and cocaine among college students? Addict Behav 2014; 39:1100-5. [PMID: 24674296 DOI: 10.1016/j.addbeh.2014.03.012] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2013] [Revised: 02/06/2014] [Accepted: 03/05/2014] [Indexed: 11/18/2022]
Abstract
Nonmedical prescription stimulant use (NPS) has become an increasing problem for college students across the United States. Many engage in NPS due to the belief that their academic functioning will improve - a belief that rarely extends to other illicit stimulants. Because positive attitudes toward substances potentially predict the maintenance of current and future use, the aim of the current study was to directly compare attitudes toward different stimulants of abuse (prescription stimulants and cocaine) to ascertain whether attitudes were generally more positive as a function of both drug and drug user type. Ninety-one participants completed a brief attitudinal index assessing attitudes for both prescription stimulants and cocaine. Participants held stronger positive attitudes toward prescription stimulants than cocaine on a variety of items. NPS users reported more positive attitudes toward prescription stimulants than both nonusers and cocaine users. Nonusers reported more negative cocaine-related attitudes than cocaine users and polydrug users (users of both prescription stimulants and cocaine). Intervention programs may benefit from highlighting the negative consequences of NPS, particularly by way of comparisons to cocaine. Doing so may heighten awareness on the overlap of adverse outcomes resulting from use between these stimulants.
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Affiliation(s)
- Alison Looby
- University of North Dakota, Department of Psychology, 319 Harvard Street, Grand Forks, ND 58202, USA.
| | - Kyle T Kassman
- University of North Dakota, Department of Psychology, 319 Harvard Street, Grand Forks, ND 58202, USA
| | - Mitch Earleywine
- University at Albany, State University of New York, Department of Psychology, 1400 Washington Avenue, Albany, NY 12222, USA
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Looby A, De Young KP, Earleywine M. Challenging expectancies to prevent nonmedical prescription stimulant use: a randomized, controlled trial. Drug Alcohol Depend 2013; 132:362-8. [PMID: 23570818 PMCID: PMC3708969 DOI: 10.1016/j.drugalcdep.2013.03.003] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/06/2012] [Revised: 03/04/2013] [Accepted: 03/06/2013] [Indexed: 11/15/2022]
Abstract
BACKGROUND College students continue to report nonmedical prescription stimulant use to enhance alertness and concentration. Despite increasing prevalence of this behavior, techniques for preventing or treating it are lacking. An intervention that focuses on challenging positive consequence-oriented beliefs about prescription stimulants may be efficacious in preventing use. METHODS The current study examined the efficacy of a randomized controlled expectancy challenge intervention to prevent nonmedical prescription stimulant use among 96 at-risk, stimulant-naïve college students (i.e., low grade point average, Greek involvement, binge drinking, cannabis use). Forty-seven participants completed a brief expectancy challenge intervention aimed at modifying positive expectancies for prescription stimulants, to consequently deter initiation of use. The remaining participants received no intervention. RESULTS The expectancy challenge successfully modified expectancies related to prescription stimulant effects. Nevertheless, this intervention group and a control group showed comparable rates of nonmedical prescription use at 6-month follow-up. However, negative expectancies were significant predictors of reduced odds of future use. CONCLUSIONS A challenge session appears to modify stimulant-related expectancies, which are related to nonmedical prescription stimulant use. Nevertheless, a more potent challenge or booster sessions might be essential for longer-term changes.
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Affiliation(s)
- Alison Looby
- University of North Dakota, Department of Psychology, 319 Harvard Street, Grand Forks, ND 58202, USA.
| | - Kyle P. De Young
- University of North Dakota, Department of Psychology, 319 Harvard Street, Grand Forks, ND 58202, USA
| | - Mitch Earleywine
- University at Albany, State University of New York, Department of Psychology, 1400 Washington Avenue, Albany, NY 12222, USA
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