Individual Differences in Substance Use Motives, Trauma, and Stress Among College-Based Polysubstance Users

References

• Anda, R. F., Felitti, V. J., Bremner, J. D., Walker, J. D., Whitfield, C., Perry, B. D., Dube, S. R., & Giles, W. H. (2006). The enduring effects of abuse and related adverse experiences in childhood. European Archives of Psychiatry and Clinical Neuroscience, 256(3), 174–186. https://doi.org/10.1007/s00406-005-0624-4
   PubMed Web of Science ®Google Scholar
• Arbeau, K. J., Kuiken, D., & Wild, T. C. (2011). Drinking to enhance and to cope: A daily process study of motive specificity. Addictive Behaviors, 36(12), 1174–1183. https://doi.org/10.1016/j.addbeh.2011.07.020
   PubMed Web of Science ®Google Scholar
• Armeli, S., O’Hara, R. E., Ehrenberg, E., Sullivan, T. P., & Tennen, H. (2014). Episode-specific drinking-to-cope motivation, daily mood, and fatigue-related symptoms among college students. Journal of Studies on Alcohol and Drugs, 75(5), 766–774. https://doi.org/10.15288/jsad.2014.75.766
   PubMed Web of Science ®Google Scholar
• Arterberry, B. J., Goldstick, J. E., Walton, M. A., Cunningham, R. M., Blow, F. C., & Bonar, E. E. (2021). Alcohol and cannabis motives: Differences in daily motive endorsement on alcohol, cannabis, and alcohol/cannabis co-use days in a cannabis-using sample. Addiction Research & Theory, 29(2), 111–116. https://doi.org/10.1080/16066359.2020.1787390
   PubMed Web of Science ®Google Scholar
• Bailey, A. J., Farmer, E. J., & Finn, P. R. (2019). Patterns of polysubstance use and simultaneous co-use in high risk young adults. Drug and Alcohol Dependence, 205, 107656. https://doi.org/10.1016/j.drugalcdep.2019.107656
   PubMed Web of Science ®Google Scholar
• Biolcati, R., & Passini, S. (2019). Development of the Substance Use Motives Measure (SUMM): A comprehensive eight-factor model for alcohol/drugs consumption. Addictive Behaviors Reports, 10, 100199. https://doi.org/10.1016/j.abrep.2019.100199
   PubMedGoogle Scholar
• Blake, D. D., Weathers, F. W., Nagy, L. M., Kaloupek, D. G., Gusman, F. D., Charney, D. S., & Keane, T. M. (1995). The development of a clinician-administered PTSD scale. Journal of Traumatic Stress, 8(1), 75–90. https://doi.org/10.1002/jts.2490080106
   PubMed Web of Science ®Google Scholar
• Blevins, C. E., Lash, S. J., & Abrantes, A. M. (2018). Adapting substance use motives measures for a clinical population of opiate, ­alcohol, and stimulant users. Addiction Research & Theory, 26(2), 151–158. https://doi.org/10.1080/16066359.2017.1338689
   Web of Science ®Google Scholar
• Bresin, K., & Mekawi, Y. (2019). Do marijuana use motives matter? Meta-analytic associations with marijuana use frequency and problems. Addictive Behaviors, 99, 106102. https://doi.org/10.1016/j.addbeh.2019.106102
   PubMed Web of Science ®Google Scholar
• Brown, A. L., España, R. A., Benca-Bachman, C. E., Welsh, J. W., & Palmer, R. H. (2020). Adolescent behavioral characteristics mediate familial effects on alcohol use and problems in college-bound students. Substance Abuse: Research and Treatment, 14, 1178221820970925. https://doi.org/10.1177/1178221820970925
   Web of Science ®Google Scholar
• Buckner, J. D., Zvolensky, M. J., & Ecker, A. H. (2013). Cannabis use during a voluntary quit attempt: An analysis from ecological ­momentary assessment. Drug and Alcohol Dependence, 132(3), 610–616. https://doi.org/10.1016/j.drugalcdep.2013.04.013
   PubMed Web of Science ®Google Scholar
• Carpenter, K. M., & Hasin, D. S. (1999). Drinking to cope with negative affect and DSM-IV alcohol use disorders: A test of three alternative explanations. Journal of Studies on Alcohol, 60(5), 694–704. https://doi.org/10.15288/jsa.1999.60.694
   PubMed Web of Science ®Google Scholar
• Cerbone, F. G., & Larison, C. L. (2000). A bibliographic essay: The relationship between stress and substance use. Substance Use & Misuse, 35(5), 757–786. https://doi.org/10.3109/10826080009148420
   PubMed Web of Science ®Google Scholar
• Chilcoat, H. D., & Breslau, N. (1998). Posttraumatic stress disorder and drug disorders: Testing causal pathways. Archives of General Psychiatry, 55(10), 913–917. https://doi.org/10.1001/archpsyc.55.10.913
   PubMed Web of Science ®Google Scholar
• Cohen, S., Kamarck, T., & Mermelstein, R. (1983). A global measure of perceived stress. Journal of Health and Social Behavior, 24(4), 385–396.
   PubMed Web of Science ®Google Scholar
• Colman, I., Garad, Y., Zeng, Y., Naicker, K., Weeks, M., Patten, S. B., Jones, P. B., Thompson, A. H., & Wild, T. C. (2013). Stress and development of depression and heavy drinking in adulthood: Moderating effects of childhood trauma. Social Psychiatry and Psychiatric Epidemiology, 48(2), 265–274. https://doi.org/10.1007/s00127-012-0531-8
   PubMed Web of Science ®Google Scholar
• Conway, K. P., Vullo, G. C., Nichter, B., Wang, J., Compton, W. M., Iannotti, R. J., & Simons-Morton, B. (2013). Prevalence and patterns of polysubstance use in a nationally representative sample of 10th graders in the United States. The Journal of Adolescent Health, 52(6), 716–723. https://doi.org/10.1016/j.jadohealth.2012.12.006
   PubMed Web of Science ®Google Scholar
• Cooper, M. L. (1994). Motivations for alcohol use among adolescents: Development and validation of a four-factor model. Psychological Assessment, 6(2), 117–128. https://doi.org/10.1037/1040-3590.6.2.117
   Google Scholar
• Cox, W. M., & Klinger, E. (1988). A motivational model of alcohol use. Journal of Abnormal Psychology, 97(2), 168–180. https://doi.org/10.1037/0021-843x.97.2.168
   PubMed Web of Science ®Google Scholar
• Crummy, E. A., O’Neal, T. J., Baskin, B. M., & Ferguson, S. M. (2020). One is not enough: Understanding and modeling polysubstance use. Frontiers in Neuroscience, 14, 569. https://doi.org/10.3389/fnins.2020.00569
   PubMed Web of Science ®Google Scholar
• Dawson, D. A., Grant, B. F., & Li, T. K. (2007). Impact of age at first drink on stress-reactive drinking. Alcoholism, Clinical and Experimental Research, 31(1), 69–77. https://doi.org/10.1111/j.1530-0277.2006.00265.x
   PubMed Web of Science ®Google Scholar
• de la Fuente, L., Molist, G., Espelt, A., Barrio, G., Guitart, A., Bravo, M. J., Brugal, M. T., & For The Study, S. W. G. (2014). Mortality risk factors and excess mortality in a cohort of cocaine users admitted to drug treatment in Spain. Journal of Substance Abuse Treatment, 46(2), 219–226. https://doi.org/10.1016/j.jsat.2013.07.001
   PubMed Web of Science ®Google Scholar
• Dinardo, P., & Rome, E. S. (2019). Vaping: The new wave of nicotine addiction. Cleveland Clinic Journal of Medicine, 86(12), 789–798. https://doi.org/10.3949/ccjm.86a.19118
   PubMed Web of Science ®Google Scholar
• El-Sayyad, G. (1973). Bayesian and classical analysis of Poisson regression. Journal of the Royal Statistical Society B, 35(3), 445–451. https://doi.org/10.1111/j.2517-6161.1973.tb00972.x
   Google Scholar
• Elam, K. K., Mun, C. J., Connell, A., & Ha, T. (2023). Coping strategies as mediating mechanisms between adolescent polysubstance use classes and adult alcohol and substance use disorders. Addictive Behaviors, 139, 107586. https://doi.org/10.1016/j.addbeh.2022.107586
   PubMed Web of Science ®Google Scholar
• Finney, J. W., & Moos, R. H. (1995). Entering treatment for alcohol abuse: A stress and coping model. Addiction, 90(9), 1223–1240. https://doi.org/10.1111/j.1360-0443.1995.tb01092.x
   PubMed Web of Science ®Google Scholar
• Glavak Tkalić, R., Sučić, I., & Dević, I. (2013). Motivation for substance use: Why do people use alcohol, tobacco and marijuana? Društvena Istraživanja: časopis za Opća Društvena Pitanja, 22(4), 601–625. https://doi.org/10.5559/di.22.4.03
   Web of Science ®Google Scholar
• Glodosky, N. C., & Cuttler, C. (2020). Motives Matter: Cannabis use ­motives moderate the associations between stress and negative affect. Addictive Behaviors, 102, 106188. https://doi.org/10.1016/j.addbeh.2019.106188
   PubMed Web of Science ®Google Scholar
• Grunberg, L., Moore, S., Anderson-Connolly, R., & Greenberg, E. (1999). Work stress and self-reported alcohol use: The moderating role of escapist reasons for drinking. Journal of Occupational Health Psychology, 4(1), 29–36. https://doi.org/10.1037/1076-8998.4.1.29
   PubMedGoogle Scholar
• Hedden, S. L., Martins, S. S., Malcolm, R. J., Floyd, L., Cavanaugh, C. E., & Latimer, W. W. (2010). Patterns of illegal drug use among an adult alcohol dependent population: Results from the National Survey on Drug Use and Health. Drug and Alcohol Dependence, 106(2-3), 119–125. https://doi.org/10.1016/j.drugalcdep.2009.08.002
   PubMed Web of Science ®Google Scholar
• Henderson, M. J., & Galen, L. W. (2003). A classification of substance-dependent men on temperament and severity variables. Addictive Behaviors, 28(4), 741–760. https://doi.org/10.1016/s0306-4603(01)00269-6
   PubMed Web of Science ®Google Scholar
• Holahan, C. J., Moos, R. H., Holahan, C. K., Cronkite, R. C., & Randall, P. K. (2001). Drinking to cope, emotional distress and alcohol use and abuse: A ten-year model. Journal of Studies on Alcohol, 62(2), 190–198. https://doi.org/10.15288/jsa.2001.62.190
   PubMed Web of Science ®Google Scholar
• Holahan, C. J., Moos, R. H., Holahan, C. K., Cronkite, R. C., & Randall, P. K. (2003). Drinking to cope and alcohol use and abuse in unipolar depression: A 10-year model. Journal of Abnormal Psychology, 112(1), 159–165. https://doi.org/10.1037/0021-843X.112.1.159
   PubMed Web of Science ®Google Scholar
• Holliday, E., & Gould, T. J. (2016). Nicotine, adolescence, and stress: A review of how stress can modulate the negative consequences of ­adolescent nicotine abuse. Neuroscience and Biobehavioral Reviews, 65, 173–184. https://doi.org/10.1016/j.neubiorev.2016.04.003
   PubMed Web of Science ®Google Scholar
• Holliday, E. D., Logue, S. F., Oliver, C., Bangasser, D. A., & Gould, T. J. (2020). Stress and nicotine during adolescence disrupts adult hippocampal-dependent learning and alters stress reactivity. Addiction Biology, 25(3), e12769. https://doi.org/10.1111/adb.12769
   PubMed Web of Science ®Google Scholar
• Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
   Web of Science ®Google Scholar
• Jacobsen, L. K., Southwick, S. M., & Kosten, T. R. (2001). Substance use disorders in patients with posttraumatic stress disorder: A ­review of the literature. The American Journal of Psychiatry, 158(8), 1184–1190. https://doi.org/10.1176/appi.ajp.158.8.1184
   PubMed Web of Science ®Google Scholar
• Kessler, R. C., Sonnega, A., Bromet, E., Hughes, M., & Nelson, C. B. (1995). Posttraumatic stress disorder in the National Comorbidity Survey. Archives of General Psychiatry, 52(12), 1048–1060. https://doi.org/10.1001/archpsyc.1995.03950240066012
   PubMed Web of Science ®Google Scholar
• Kuntsche, E., Knibbe, R., Gmel, G., & Engels, R. (2006). Who drinks and why? A review of socio-demographic, personality, and contextual issues behind the drinking motives in young people. Addictive Behaviors, 31(10), 1844–1857. https://doi.org/10.1016/j.addbeh.2005.12.028
   PubMed Web of Science ®Google Scholar
• Kushner, M. G., Abrams, K., & Borchardt, C. (2000). The relationship between anxiety disorders and alcohol use disorders: A review of major perspectives and findings. Clinical Psychology Review, 20(2), 149–171. https://doi.org/10.1016/s0272-7358(99)00027-6
   PubMed Web of Science ®Google Scholar
• Lewis, R. J., Milletich, R. J., Kelley, M. L., & Woody, A. (2012). Minority stress, substance use, and intimate partner violence among sexual minority women. Aggression and Violent Behavior, 17(3), 247–256. https://doi.org/10.1016/j.avb.2012.02.004
   Web of Science ®Google Scholar
• MacLean, M. G., & Lecci, L. (2000). A comparison of models of drinking motives in a university sample. Psychology of Addictive Behaviors, 14(1), 83–87. https://doi.org/10.1037/0893-164x.14.1.83
   PubMed Web of Science ®Google Scholar
• Mandavia, A., Robinson, G. G., Bradley, B., Ressler, K. J., & Powers, A. (2016). Exposure to childhood abuse and later substance use: Indirect effects of emotion dysregulation and exposure to trauma. Journal of Traumatic Stress, 29(5), 422–429. https://doi.org/10.1002/jts.22131
   PubMed Web of Science ®Google Scholar
• Martens, M. P., Cox, R. H., Beck, N. C., & Heppner, P. P. (2003). Measuring motivations for intercollegiate athlete alcohol use: A confirmatory factor analysis of the drinking motives measure. Psychological Assessment, 15(2), 235–239. https://doi.org/10.1037/1040-3590.15.2.235
   PubMed Web of Science ®Google Scholar
• McFarlane, A., Clark, C. R., Bryant, R. A., Williams, L. M., Niaura, R., Paul, R. H., Hitsman, B. L., Stroud, L., Alexander, D. M., & Gordon, E. (2005). The impact of early life stress on psychophysiological, personality and behavioral measures in 740 non-clinical subjects. Journal of Integrative Neuroscience, 4(1), 27–40. https://doi.org/10.1142/s0219635205000689
   PubMedGoogle Scholar
• McKelvey, K., Thrul, J., & Ramo, D. (2017). Impact of quitting smoking and smoking cessation treatment on substance use outcomes: An updated and narrative review. Addictive Behaviors, 65, 161–170. https://doi.org/10.1016/j.addbeh.2016.10.012
   PubMed Web of Science ®Google Scholar
• McNeely, J., Strauss, S. M., Wright, S., Rotrosen, J., Khan, R., Lee, J. D., & Gourevitch, M. N. (2014). Test–retest reliability of a self-administered Alcohol, Smoking and Substance Involvement Screening Test (ASSIST) in primary care patients. Journal of Substance Abuse Treatment, 47(1), 93–101. https://doi.org/10.1016/j.jsat.2014.01.007
   PubMed Web of Science ®Google Scholar
• Mezquita, L., Stewart, S. H., Ibáñez, M. I., Ruipérez, M. A., Villa, H., Moya, J., & Ortet, G. (2011). Drinking motives in clinical and general populations. European Addiction Research, 17(5), 250–261. https://doi.org/10.1159/000328510
   PubMed Web of Science ®Google Scholar
• Moos, R. H. (1992). Stress and coping theory and evaluation research: An integrated perspective. Evaluation Review, 16(5), 534–553. https://doi.org/10.1177/0193841X9201600505
   Web of Science ®Google Scholar
• Moos, R. H., Brennan, P. L., Fondacaro, M. R., & Moos, B. S. (1990). Approach and avoidance coping responses among older problem and nonproblem drinkers. Psychology and Aging, 5(1), 31–40. https://doi.org/10.1037/0882-7974.5.1.31
   PubMed Web of Science ®Google Scholar
• Muthén, L., & Muthén, B. (2007). Mplus user’s guide (vol. 10, 6th ed., pp. 29825). Muthén & Muthén.
   Google Scholar
• NSDUH. (2019). 2019 NSDUH detailed tables. SAMHSA, Substance Abuse and Mental Health Services Administration. https://www.samhsa.gov/data/report/2019-nsduh-detailed-tables
   Google Scholar
• O’Hara, R. E., Boynton, M. H., Scott, D. M., Armeli, S., Tennen, H., Williams, C., & Covault, J. (2014). Drinking to cope among African American college students: An assessment of episode-specific motives. Psychology of Addictive Behaviors, 28(3), 671–681. https://doi.org/10.1037/a0036303
   PubMed Web of Science ®Google Scholar
• Onifade, P., Bello, A., Abiodun, O., Sotunsa, J., & Ladipo, O. (2014). Psychometric properties of alcohol smoking and substance involvement screening test (Assist V3. 0) among university students. Journal of Addictive Behaviors, Therapy & Rehabilitation, 3(3), 2–7.
   Google Scholar
• Palmer, R., Young, S., Hopfer, C., Corley, R., Stallings, M., Crowley, T., & Hewitt, J. (2009). Developmental epidemiology of drug use and abuse in adolescence and young adulthood: Evidence of generalized risk. Drug and Alcohol Dependence, 102(1-3), 78–87. https://doi.org/10.1016/j.drugalcdep.2009.01.012
   PubMed Web of Science ®Google Scholar
• Palmer, R. H., Button, T. M., Rhee, S. H., Corley, R. P., Young, S. E., Stallings, M. C., Hopfer, C. J., & Hewitt, J. K. (2012). Genetic etiology of the common liability to drug dependence: Evidence of common and specific mechanisms for DSM-IV dependence symptoms. Drug and Alcohol Dependence, 123(Suppl 1), S24–S32. https://doi.org/10.1016/j.drugalcdep.2011.12.015
   PubMedGoogle Scholar
• Pedersen, E. R., Tucker, J. S., Davis, J. P., Dunbar, M. S., Seelam, R., Rodriguez, A., & D’Amico, E. J. (2021). Tobacco/nicotine and marijuana co-use motives in young adults: Associations with substance use behaviors one year later. Psychology of Addictive Behaviors, 35(2), 133–147. https://doi.org/10.1037/adb0000638
   PubMed Web of Science ®Google Scholar
• Read, J. P., Colder, C. R., Merrill, J. E., Ouimette, P., White, J., & Swartout, A. (2012). Trauma and posttraumatic stress symptoms predict alcohol and other drug consequence trajectories in the first year of college. Journal of Consulting and Clinical Psychology, 80(3), 426–439. https://doi.org/10.1037/a0028210
   PubMed Web of Science ®Google Scholar
• Read, J. P., Kahler, C. W., Strong, D. R., & Colder, C. R. (2006). Development and preliminary validation of the young adult alcohol consequences questionnaire. Journal of Studies on Alcohol, 67(1), 169–177. https://doi.org/10.15288/jsa.2006.67.169
   PubMed Web of Science ®Google Scholar
• Roberti, J. W., Harrington, L. N., & Storch, E. A. (2006). Further psychometric support for the 10-item version of the perceived stress scale. Journal of College Counseling, 9(2), 135–147. https://doi.org/10.1002/j.2161-1882.2006.tb00100.x
   Google Scholar
• SAMHSA. (2019). 2019 national survey on drug use and health (NSDUH). https://www.samhsa.gov/data/sites/default/files/cbhsq-reports/NSDUHDetailedTabs2018R2/NSDUHDetTabsSect2pe2018.htm#tab2-1b
   Google Scholar
• Schumm, J. A., Stines, L. R., Hobfoll, S. E., & Jackson, A. P. (2005). The double-barreled burden of child abuse and current stressful circumstances on adult women: The kindling effect of early traumatic experience. Journal of Traumatic Stress, 18(5), 467–476. https://doi.org/10.1002/jts.20054
   PubMed Web of Science ®Google Scholar
• Shrier, L. A., & Scherer, E. B. (2014). It depends on when you ask: Motives for using marijuana assessed before versus after a marijuana use event. Addictive Behaviors, 39(12), 1759–1765. https://doi.org/10.1016/j.addbeh.2014.07.018
   PubMed Web of Science ®Google Scholar
• Silveira, M. L., Green, V. R., Iannaccone, R., Kimmel, H. L., & Conway, K. P. (2019). Patterns and correlates of polysubstance use among US youth aged 15-17 years: Wave 1 of the population assessment of tobacco and health (PATH) study. Addiction, 114(5), 907–916. https://doi.org/10.1111/add.14547
   PubMed Web of Science ®Google Scholar
• Simons, J., Correia, C. J., Carey, K. B., & Borsari, B. E. (1998). Validating a five-factor marijuana motives measure: Relations with use, problems, and alcohol motives. Journal of Counseling Psychology, 45(3), 265–273. https://doi.org/10.1037/0022-0167.45.3.265
   Web of Science ®Google Scholar
• Singh, N. B., & Björling, E. A. (2019). A review of EMA assessment period reporting for mood variables in substance use research: Expanding existing EMA guidelines. Addictive Behaviors, 94, 133–146. https://doi.org/10.1016/j.addbeh.2019.01.033
   PubMed Web of Science ®Google Scholar
• Staiger, P. K., Richardson, B., Long, C. M., Carr, V., & Marlatt, G. A. (2013). Overlooked and underestimated? Problematic alcohol use in clients recovering from drug dependence. Addiction, 108(7), 1188–1193. https://doi.org/10.1111/j.1360-0443.2012.04075.x
   PubMed Web of Science ®Google Scholar
• Tavolacci, M. P., Ladner, J., Grigioni, S., Richard, L., Villet, H., & Dechelotte, P. (2013). Prevalence and association of perceived stress, substance use and behavioral addictions: A cross-sectional study among university students in France, 2009–2011. BMC Public Health, 13(1), 724. https://doi.org/10.1186/1471-2458-13-724
   PubMedGoogle Scholar
• Wills, T. A. (1986). Stress and coping in early adolescence: Relationships to substance use in urban school samples. Health Psychology, 5(6), 503–529. https://doi.org/10.1037/0278-6133.5.6.503
   PubMed Web of Science ®Google Scholar
• Wills, T. A. (1990). Stress and coping factors in the epidemiology of substance use. In Lynn T. Kozlowski, Helen M. Annis, Howard D. Cappell, Frederick B. Glaser, Michael S. Goodstadt, Yedi Israel, Harold Kalant, Edward M. Sellers, Evelyn R. Vingilis (Eds) Research advances in alcohol and drug problems (pp. 215–250). Springer.
   Google Scholar
• Wills, T. A., & Hirky, A. E. (1996). Coping and substance abuse: A theoretical model and review of the evidence. In M. Zeidner & N. S. Endler (Eds.), Handbook of coping: Theory, research, applications (pp. 279–302). John Wiley & Sons.
   Google Scholar
• Wolf, E. J., Harrington, K. M., Clark, S. L., & Miller, M. W. (2013). Sample size requirements for structural equation models: An evaluation of power, bias, and solution propriety. Educational and Psychological Measurement, 76(6), 913–934. https://doi.org/10.1177/0013164413495237
   PubMed Web of Science ®Google Scholar
• Working Group, W. A. (2002). The alcohol, smoking and substance involvement screening test (ASSIST): development, reliability and feasibility. Addiction, 97(9), 1183–1194. https://doi.org/10.1046/j.1360-0443.2002.00185.x
   PubMed Web of Science ®Google Scholar