Skip to main content
Top
Published in: Prevention Science 6/2016

01-08-2016

Moving Beyond Drinking to Have a Good Time: a Person-Centered Approach to Identifying Reason Typologies in Legal-Aged College Student Drinkers

Authors: Elizabeth H. Weybright, Brittany R. Cooper, Jonathon Beckmeyer, Matthew F. Bumpus, Laura G. Hill, Jon Agley

Published in: Prevention Science | Issue 6/2016

Login to get access

Abstract

Alcohol use, reasons for use, and consequences of use continue to be a major concern in college student populations. This is especially true for students of legal drinking age who may experience different reasons for and greater negative consequences of alcohol use than students under 21 years old. Although multiple studies have used person-centered approaches to understand motivations for and ultimately prevent alcohol use, few have identified multiple typologies of reasons for alcohol use. The current study used latent class analysis to identify homogeneous subtypes of reasons for alcohol use and how classification was associated with alcohol-related consequences in college students aged 21 years old and older (N = 2300) from the 2013 Indiana College Substance Use Survey. Four profiles of reasons for alcohol use emerged across males and females: social drinkers, feel good drinkers, relaxed escaping drinkers, and emotion coping drinkers. Although the likelihood of consequences differed across gender, the emotion coping drinkers were more likely to experience all negative consequences, suggesting that it was a high-risk class. In general, this pattern of risk continued with the feel good drinkers and female relaxed escaping drinkers. These results can help optimize college substance use prevention and intervention efforts to (1) identify and understand characteristics of high- and low-risk student drinkers and (2) tailor the content of interventions to those specific profiles resulting in more effective approaches to reducing alcohol use.
Literature
go back to reference Abar, C. C. (2012). Examining the relationship between parenting types and patterns of student alcohol-related behavior during the transition to college. Psychology of Addictive Behaviors, 26, 20–29. doi:10.1037/a0025108.CrossRefPubMed Abar, C. C. (2012). Examining the relationship between parenting types and patterns of student alcohol-related behavior during the transition to college. Psychology of Addictive Behaviors, 26, 20–29. doi:10.​1037/​a0025108.CrossRefPubMed
go back to reference Allison, P. D. (2001). Missing data (Vol. 136). Thousand Oaks: Sage Publications. Allison, P. D. (2001). Missing data (Vol. 136). Thousand Oaks: Sage Publications.
go back to reference American College Health Association. (2014). American College Health Association-National college health assessment II: References group executive summary. Hanover: Author. American College Health Association. (2014). American College Health Association-National college health assessment II: References group executive summary. Hanover: Author.
go back to reference Auerbach, K. J., & Collins, L. M. (2006). A multidimensional developmental model of alcohol use during emerging adulthood. Journal of Studies on Alcohol, 67, 917–925.CrossRefPubMed Auerbach, K. J., & Collins, L. M. (2006). A multidimensional developmental model of alcohol use during emerging adulthood. Journal of Studies on Alcohol, 67, 917–925.CrossRefPubMed
go back to reference Borsari, B., Murphy, J. G., & Barnett, N. P. (2007). Predictors of alcohol use during the first year of college: Implications for prevention. Addictive Behaviors, 32, 2062–2086.CrossRefPubMedPubMedCentral Borsari, B., Murphy, J. G., & Barnett, N. P. (2007). Predictors of alcohol use during the first year of college: Implications for prevention. Addictive Behaviors, 32, 2062–2086.CrossRefPubMedPubMedCentral
go back to reference Cleveland, M. J., Lanza, S. T., Ray, A. E., Turrisi, R., & Mallett, K. A. (2012). Transitions in first-year college student drinking behaviors: Does pre-college drinking moderate the effects of parent- and peer-based intervention components? Psychology of Addictive Behaviors, 26, 440–450. doi:10.1037/a0026130.CrossRefPubMed Cleveland, M. J., Lanza, S. T., Ray, A. E., Turrisi, R., & Mallett, K. A. (2012). Transitions in first-year college student drinking behaviors: Does pre-college drinking moderate the effects of parent- and peer-based intervention components? Psychology of Addictive Behaviors, 26, 440–450. doi:10.​1037/​a0026130.CrossRefPubMed
go back to reference Coffman, D. L., Patrick, M. E., Palen, L. A., Rhoades, B. L., & Ventura, A. K. (2007). Why do high school seniors drink? Implications for a targeted approach to intervention. Prevention Science, 8, 241–248. doi:10.1007/s11121-007-0078-1.CrossRefPubMed Coffman, D. L., Patrick, M. E., Palen, L. A., Rhoades, B. L., & Ventura, A. K. (2007). Why do high school seniors drink? Implications for a targeted approach to intervention. Prevention Science, 8, 241–248. doi:10.​1007/​s11121-007-0078-1.CrossRefPubMed
go back to reference Collins, L. M., & Lanza, S. T. (2010). Latent class and latent transition analysis with applications in the social, behavioral, and health sciences. Hoboken: Wiley. Collins, L. M., & Lanza, S. T. (2010). Latent class and latent transition analysis with applications in the social, behavioral, and health sciences. Hoboken: Wiley.
go back to reference Conrod, P. J., O’Leary-Barrett, M., Newton, N., Topper, L., Castellanos-Ryan, N., Mackie, C., & Girard, A. (2013). Effectiveness of a selective, personality-targeted prevention program for adolescent alcohol use and misuse: A cluster randomized controlled trial. JAMA Psychiatry, 70, 334–342.CrossRefPubMed Conrod, P. J., O’Leary-Barrett, M., Newton, N., Topper, L., Castellanos-Ryan, N., Mackie, C., & Girard, A. (2013). Effectiveness of a selective, personality-targeted prevention program for adolescent alcohol use and misuse: A cluster randomized controlled trial. JAMA Psychiatry, 70, 334–342.CrossRefPubMed
go back to reference Cooper, M. L. (1994). Motivations for alcohol use among adolescents: Development and validation of a four-factor model. Psychological Assessment, 6, 117–128.CrossRef Cooper, M. L. (1994). Motivations for alcohol use among adolescents: Development and validation of a four-factor model. Psychological Assessment, 6, 117–128.CrossRef
go back to reference Cronce, J. M., & Larimer, M. E. (2011). Individual-focused approaches to the prevention of college student drinking. Alcohol Research and Health, 34, 210–221.PubMedPubMedCentral Cronce, J. M., & Larimer, M. E. (2011). Individual-focused approaches to the prevention of college student drinking. Alcohol Research and Health, 34, 210–221.PubMedPubMedCentral
go back to reference Delcher, C., Johnson, R., & Maldonado-Molina, M. M. (2013). Driving after drinking among young adults of different race/ethnicities in the United States: Unique risk factors in early adolescence? Journal of Adolescent Health, 52, 584–591.CrossRefPubMedPubMedCentral Delcher, C., Johnson, R., & Maldonado-Molina, M. M. (2013). Driving after drinking among young adults of different race/ethnicities in the United States: Unique risk factors in early adolescence? Journal of Adolescent Health, 52, 584–591.CrossRefPubMedPubMedCentral
go back to reference Fairlie, A. M., Wood, M. D., & Laird, R. D. (2012). Prospective protective effect of parents on peer influences and college alcohol involvement. Psychology of Addictive Behaviors, 26, 30–41. doi:10.1037/a0023879.CrossRefPubMed Fairlie, A. M., Wood, M. D., & Laird, R. D. (2012). Prospective protective effect of parents on peer influences and college alcohol involvement. Psychology of Addictive Behaviors, 26, 30–41. doi:10.​1037/​a0023879.CrossRefPubMed
go back to reference Graham, J. W., Cumsille, P. E., & Elek-Fisk, E. (2003). Methods for handling missing data. In J. A. Shinka & W. F. Velicer (Eds.), Comprehensive handbook of psychology: Vol 2. Research methods in psychology (pp. 87–114). New York: Wiley. Graham, J. W., Cumsille, P. E., & Elek-Fisk, E. (2003). Methods for handling missing data. In J. A. Shinka & W. F. Velicer (Eds.), Comprehensive handbook of psychology: Vol 2. Research methods in psychology (pp. 87–114). New York: Wiley.
go back to reference Ham, L. S., & Hope, D. A. (2003). College students and problematic drinking: A review of the literature. Clinical Psychology Review, 23, 719–759.CrossRefPubMed Ham, L. S., & Hope, D. A. (2003). College students and problematic drinking: A review of the literature. Clinical Psychology Review, 23, 719–759.CrossRefPubMed
go back to reference Hingson, R. W., Zha, W., & Weitzman, E. R. (2009). Magnitude of and trends in alcohol-related mortality and morbidity among US college students ages 18–24, 1998–2005. Journal of Studies on Alcohol and Drugs, 16, 12–20.CrossRefPubMed Hingson, R. W., Zha, W., & Weitzman, E. R. (2009). Magnitude of and trends in alcohol-related mortality and morbidity among US college students ages 18–24, 1998–2005. Journal of Studies on Alcohol and Drugs, 16, 12–20.CrossRefPubMed
go back to reference Kaplowitz, M. D., Hadlock, T. D., & Levine, R. (2004). A comparison of web and mail survey response rates. Public Opinion Quarterly, 68, 94–101.CrossRef Kaplowitz, M. D., Hadlock, T. D., & Levine, R. (2004). A comparison of web and mail survey response rates. Public Opinion Quarterly, 68, 94–101.CrossRef
go back to reference King, R. A., & Jun, M. K. (2013). Results of the Indiana College Substance Use Survey—2013. Bloomington: Indiana Prevention Resource Center, Indiana University. King, R. A., & Jun, M. K. (2013). Results of the Indiana College Substance Use Survey—2013. Bloomington: Indiana Prevention Resource Center, Indiana University.
go back to reference Kuntsche, E., Knibbe, R., Gmel, G., & Engels, R. (2005). Why do young people drink? A review of drinking motives. Clinical Psychology Review, 25, 841–861.CrossRefPubMed Kuntsche, E., Knibbe, R., Gmel, G., & Engels, R. (2005). Why do young people drink? A review of drinking motives. Clinical Psychology Review, 25, 841–861.CrossRefPubMed
go back to reference Kuntsche, E., Knibbe, R., Engels, R., & Gmel, G. (2010). Being drunk to have fun or to forget problems? Identifying enhancement and coping drinkers among risky drinking adolescents. European Journal of Psychological Assessment, 26, 46–54.CrossRef Kuntsche, E., Knibbe, R., Engels, R., & Gmel, G. (2010). Being drunk to have fun or to forget problems? Identifying enhancement and coping drinkers among risky drinking adolescents. European Journal of Psychological Assessment, 26, 46–54.CrossRef
go back to reference LaBrie, J. W., Hummer, J. F., & Pedersen, E. R. (2007). Reasons for drinking in the college student context: The differential role and risk of the social motivator. Journal of Studies on Alcohol and Drugs, 68, 393–398.CrossRefPubMedPubMedCentral LaBrie, J. W., Hummer, J. F., & Pedersen, E. R. (2007). Reasons for drinking in the college student context: The differential role and risk of the social motivator. Journal of Studies on Alcohol and Drugs, 68, 393–398.CrossRefPubMedPubMedCentral
go back to reference Lanza, S. T., & Rhoades, B. L. (2013). Latent class analysis: an alternative perspective on subgroup analysis in prevention and treatment. Prevention Science, 14, 157–168.CrossRefPubMedPubMedCentral Lanza, S. T., & Rhoades, B. L. (2013). Latent class analysis: an alternative perspective on subgroup analysis in prevention and treatment. Prevention Science, 14, 157–168.CrossRefPubMedPubMedCentral
go back to reference Lanza, S. T., Collins, L. M., Lemmon, D. R., & Schafer, J. L. (2007). PROC LCA: A SAS procedure for latent class analysis. Structural Equation Modeling: A Multidisciplinary Journal, 14, 671–694.CrossRef Lanza, S. T., Collins, L. M., Lemmon, D. R., & Schafer, J. L. (2007). PROC LCA: A SAS procedure for latent class analysis. Structural Equation Modeling: A Multidisciplinary Journal, 14, 671–694.CrossRef
go back to reference Larimer, M. E., & Cronce, J. M. (2002). Identification, prevention and treatment: A review of individual-focused strategies to reduce problematic alcohol consumption by college students. Journal of Studies on Alcohol and Drugs Supplement, 14, 148–163.CrossRef Larimer, M. E., & Cronce, J. M. (2002). Identification, prevention and treatment: A review of individual-focused strategies to reduce problematic alcohol consumption by college students. Journal of Studies on Alcohol and Drugs Supplement, 14, 148–163.CrossRef
go back to reference Lee, C. M., Maggs, J. L., & Rankin, L. A. (2006). Spring break trips as a risk factor for heavy alcohol use among first-year college students. Journal of Studies on Alcohol, 67, 911–916.CrossRefPubMed Lee, C. M., Maggs, J. L., & Rankin, L. A. (2006). Spring break trips as a risk factor for heavy alcohol use among first-year college students. Journal of Studies on Alcohol, 67, 911–916.CrossRefPubMed
go back to reference Park, C. L. (2004). Positive and negative consequences of alcohol consumption in college students. Addictive Behaviors, 29, 311–321.CrossRefPubMed Park, C. L. (2004). Positive and negative consequences of alcohol consumption in college students. Addictive Behaviors, 29, 311–321.CrossRefPubMed
go back to reference Park, C. L., & Grant, C. (2005). Determinants of positive and negative consequences of alcohol consumption in college students: alcohol use, gender, and psychological characteristics. Addictive Behaviors, 30, 755–765.CrossRefPubMed Park, C. L., & Grant, C. (2005). Determinants of positive and negative consequences of alcohol consumption in college students: alcohol use, gender, and psychological characteristics. Addictive Behaviors, 30, 755–765.CrossRefPubMed
go back to reference Patrick, M. E., & Schulenberg, J. E. (2011). How trajectories of reasons for alcohol use relate to trajectories of binge drinking: National panel data spanning late adolescence to early adulthood. Developmental Psychology, 47, 311–317. doi:10.1037/a0021939.CrossRefPubMedPubMedCentral Patrick, M. E., & Schulenberg, J. E. (2011). How trajectories of reasons for alcohol use relate to trajectories of binge drinking: National panel data spanning late adolescence to early adulthood. Developmental Psychology, 47, 311–317. doi:10.​1037/​a0021939.CrossRefPubMedPubMedCentral
go back to reference Patrick, M. E., Schulenberg, J. E., O’Malley, P. M., Maggs, J. L., Kloska, D. D., Johnston, L. D., & Bachman, J. G. (2011). Age-related changes in reasons for using alcohol and marijuana from ages 18 to 30 in a national sample. Psychology of Addictive Behaviors, 25, 330–339.CrossRefPubMedPubMedCentral Patrick, M. E., Schulenberg, J. E., O’Malley, P. M., Maggs, J. L., Kloska, D. D., Johnston, L. D., & Bachman, J. G. (2011). Age-related changes in reasons for using alcohol and marijuana from ages 18 to 30 in a national sample. Psychology of Addictive Behaviors, 25, 330–339.CrossRefPubMedPubMedCentral
go back to reference Presley, C. A., Meilman, P. W., & Lyerla, R. (1994). Development of the Core Alcohol and Drug Survey: Initial findings and future directions. Journal of American College Health, 42, 248–255.CrossRefPubMed Presley, C. A., Meilman, P. W., & Lyerla, R. (1994). Development of the Core Alcohol and Drug Survey: Initial findings and future directions. Journal of American College Health, 42, 248–255.CrossRefPubMed
go back to reference Read, J. P., Wood, M. D., Kahler, C. W., Maddock, J. E., & Palfai, T. P. (2003). Examining the role of drinking motives in college student alcohol use and problems. Psychology of Addictive Behaviors, 17, 13–23.CrossRefPubMed Read, J. P., Wood, M. D., Kahler, C. W., Maddock, J. E., & Palfai, T. P. (2003). Examining the role of drinking motives in college student alcohol use and problems. Psychology of Addictive Behaviors, 17, 13–23.CrossRefPubMed
go back to reference Schulenberg, J., Martz, M., Maslowsky, J., Patrick, M., & Staff, J. (2012). Prevalence and correlates of subjective boredom during adolescence: The big picture based on U.S. national data. Paper presented at the annual meeting of the Society for Research on Adolescence, Vancouver, BC, Canada. Schulenberg, J., Martz, M., Maslowsky, J., Patrick, M., & Staff, J. (2012). Prevalence and correlates of subjective boredom during adolescence: The big picture based on U.S. national data. Paper presented at the annual meeting of the Society for Research on Adolescence, Vancouver, BC, Canada.
go back to reference Singer, E., Groves, R. M., & Corning, A. D. (1999). Differential incentives: Beliefs about practices, perceptions of equity, and effects on survey participation. American Association for Public Opinion Research, 63, 251–260.CrossRef Singer, E., Groves, R. M., & Corning, A. D. (1999). Differential incentives: Beliefs about practices, perceptions of equity, and effects on survey participation. American Association for Public Opinion Research, 63, 251–260.CrossRef
go back to reference Slutske, W. S., Hunt-Carter, E. E., Nabors-Oberg, R. E., Sher, K. J., Bucholz, K. K., Madden, P., Anokhin, A., & Heath, A. C. (2004). Do college students drink more than their non-college-attending peers? Evidence from a population-based longitudinal female twin study. Journal of Abnormal Psychology, 113, 530–540.CrossRefPubMed Slutske, W. S., Hunt-Carter, E. E., Nabors-Oberg, R. E., Sher, K. J., Bucholz, K. K., Madden, P., Anokhin, A., & Heath, A. C. (2004). Do college students drink more than their non-college-attending peers? Evidence from a population-based longitudinal female twin study. Journal of Abnormal Psychology, 113, 530–540.CrossRefPubMed
go back to reference Turner, J. C., & Shu, J. (2004). Serious health consequences associated with alcohol use among college students: Demographic and clinical characteristics of patients seen in an emergency department. Journal of Studies on Alcohol and Drugs, 65, 179–183.CrossRef Turner, J. C., & Shu, J. (2004). Serious health consequences associated with alcohol use among college students: Demographic and clinical characteristics of patients seen in an emergency department. Journal of Studies on Alcohol and Drugs, 65, 179–183.CrossRef
go back to reference Varvil-Weld, L., Mallett, K. A., Turrisi, R., Cleveland, M. J., & Abar, C. C. (2013). Are certain college students prone to experiencing excessive alcohol-related consequences? Predicting membership in a high-risk subgroup using pre-college profiles. Journal of Studies on Alcohol and Drugs, 74, 542–551.CrossRefPubMedPubMedCentral Varvil-Weld, L., Mallett, K. A., Turrisi, R., Cleveland, M. J., & Abar, C. C. (2013). Are certain college students prone to experiencing excessive alcohol-related consequences? Predicting membership in a high-risk subgroup using pre-college profiles. Journal of Studies on Alcohol and Drugs, 74, 542–551.CrossRefPubMedPubMedCentral
go back to reference Weybright, E. H., Caldwell, L. L., Ram, N., Smith, E. A., & Wegner, L. (2015). Boredom prone or nothing to do? Distinguishing between state and trait leisure boredom and its association with substance use in South African adolescents. Leisure Sciences, 37, 311–331.doi:10.1080/01490400.2015.1014530. Weybright, E. H., Caldwell, L. L., Ram, N., Smith, E. A., & Wegner, L. (2015). Boredom prone or nothing to do? Distinguishing between state and trait leisure boredom and its association with substance use in South African adolescents. Leisure Sciences, 37, 311–331.doi:10.​1080/​01490400.​2015.​1014530.
Metadata
Title
Moving Beyond Drinking to Have a Good Time: a Person-Centered Approach to Identifying Reason Typologies in Legal-Aged College Student Drinkers
Authors
Elizabeth H. Weybright
Brittany R. Cooper
Jonathon Beckmeyer
Matthew F. Bumpus
Laura G. Hill
Jon Agley
Publication date
01-08-2016
Publisher
Springer US
Published in
Prevention Science / Issue 6/2016
Print ISSN: 1389-4986
Electronic ISSN: 1573-6695
DOI
https://doi.org/10.1007/s11121-016-0658-z

Other articles of this Issue 6/2016

Prevention Science 6/2016 Go to the issue