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Published in: Prevention Science 5/2016

01-07-2016

Drinking to Cope: a Latent Class Analysis of Coping Motives for Alcohol Use in a Large Cohort of Adolescents

Authors: Lexine A. Stapinski, Alexis C. Edwards, Matthew Hickman, Ricardo Araya, Maree Teesson, Nicola C. Newton, Kenneth S. Kendler, Jon Heron

Published in: Prevention Science | Issue 5/2016

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Abstract

Alcohol consumption during adolescence is widespread, although there is considerable variation in patterns of use. The aim of this study was to identify patterns of coping-motivated alcohol use in a UK birth cohort and examine individual and family characteristics associated with the resulting drinker profiles. At age 17, participants (n = 3957; 56 % female) reported their alcohol and drug use, internalising symptoms and use of alcohol to cope with a range of emotions. Socio-demographic data were collected via maternal report. Latent class analysis identified drinker subtypes based on the coping motives reported. Association between these profiles and socio-demographic characteristics and internalising disorders was examined. The vast majority (92 %) of adolescents reported alcohol consumption in the past year, and 26 % of those drank weekly or more often. Four distinct motive profiles were identified. These profiles were associated with different socio-demographic characteristics: adolescents from higher socio-economic backgrounds drank primarily for increased confidence, whereas adolescents from low socio-economic backgrounds were more likely to drink to cope with low mood. Adolescents with an anxiety or depressive disorder were six times more likely to fall within the high-risk subtype, characterised by a generalised pattern of drinking to cope with emotions across the board. Coping motives for drinking vary with individual and family factors. Adolescents from low versus high socio-economic backgrounds were characterised by distinct drinking profiles; thus, prevention messages may need to be tailored accordingly. Internalising disorders were strongly associated with a high-risk profile of coping-motivated drinking.
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Literature
go back to reference Babor, T. F., Higgins-Biddle, J. C., Saunders, J. B., & Monteiro, M. G. (2001) AUDIT: The alcohol use disorders identification test: Guidelines for use in primary health care. World Health Organization. Department of Mental Health and Substance Dependence, Geneva; second edition. Babor, T. F., Higgins-Biddle, J. C., Saunders, J. B., & Monteiro, M. G. (2001) AUDIT: The alcohol use disorders identification test: Guidelines for use in primary health care. World Health Organization. Department of Mental Health and Substance Dependence, Geneva; second edition.
go back to reference Beseler, C. L., Aharonovich, E., Keyes, K. M., & Hasin, D. S. (2008). Adult transition from at-risk drinking to alcohol dependence: The relationship of family history and drinking motives. Alcoholism: Clinical and Experimental Research, 32, 607–616.CrossRef Beseler, C. L., Aharonovich, E., Keyes, K. M., & Hasin, D. S. (2008). Adult transition from at-risk drinking to alcohol dependence: The relationship of family history and drinking motives. Alcoholism: Clinical and Experimental Research, 32, 607–616.CrossRef
go back to reference Blumenthal, H., Ham, L. S., Cloutier, R. M., Bacon, A. K., & Douglas, M. E. (2015). Social anxiety, disengagement coping, and alcohol-use behaviors among adolescents. Anxiety, Stress, and Coping, 11, 1–15 (2015). doi:10.1080/10615806.2015.1058366. Blumenthal, H., Ham, L. S., Cloutier, R. M., Bacon, A. K., & Douglas, M. E. (2015). Social anxiety, disengagement coping, and alcohol-use behaviors among adolescents. Anxiety, Stress, and Coping, 11, 1–15 (2015). doi:10.​1080/​10615806.​2015.​1058366.
go back to reference Bonomo, Y., Coffey, C., Wolfe, R., Lynskey, M., Bowes, G., & Patton, G. (2001). Adverse outcomes of alcohol use in adolescents. Addiction, 96, 1485–1496.CrossRefPubMed Bonomo, Y., Coffey, C., Wolfe, R., Lynskey, M., Bowes, G., & Patton, G. (2001). Adverse outcomes of alcohol use in adolescents. Addiction, 96, 1485–1496.CrossRefPubMed
go back to reference Boyd, A., Golding, J., Macleod, J., Lawlor, D. A., Fraser, A., Henderson, J., . . . Davey Smith, G. (2013). Cohort Profile: the ‘children of the 90s’--the index offspring of the Avon Longitudinal Study of Parents and Children. International Journal of Epidemiology, 42, 111–127. Boyd, A., Golding, J., Macleod, J., Lawlor, D. A., Fraser, A., Henderson, J., . . . Davey Smith, G. (2013). Cohort Profile: the ‘children of the 90s’--the index offspring of the Avon Longitudinal Study of Parents and Children. International Journal of Epidemiology, 42, 111–127.
go back to reference Celeux, G., & Soromenho, G. (1996). An entropy criterion for assessing the number of clusters in a mixture model. Journal of Classification, 13, 195–212.CrossRef Celeux, G., & Soromenho, G. (1996). An entropy criterion for assessing the number of clusters in a mixture model. Journal of Classification, 13, 195–212.CrossRef
go back to reference Clark, C., Rodgers, B., Caldwell, T., Power, C., & Stansfeld, S. (2007). Childhood and adulthood psychological ill health as predictors of midlife affective and anxiety disorders: The 1958 British Birth Cohort. Archives of General Psychiatry, 64, 668.CrossRefPubMed Clark, C., Rodgers, B., Caldwell, T., Power, C., & Stansfeld, S. (2007). Childhood and adulthood psychological ill health as predictors of midlife affective and anxiety disorders: The 1958 British Birth Cohort. Archives of General Psychiatry, 64, 668.CrossRefPubMed
go back to reference Coffman, D., Patrick, M., Palen, L., Rhoades, B., & Ventura, A. (2007). Why do high school seniors drink? Implications for a targeted approach to intervention. Prevention Science, 8, 241–248.CrossRefPubMed Coffman, D., Patrick, M., Palen, L., Rhoades, B., & Ventura, A. (2007). Why do high school seniors drink? Implications for a targeted approach to intervention. Prevention Science, 8, 241–248.CrossRefPubMed
go back to reference Comeau, N., Stewart, S. H., & Loba, P. (2001). The relations of trait anxiety, anxiety sensitivity and sensation seeking to adolescents’ motivations for alcohol, cigarette and marijuana use. Addictive Behaviors, 26, 803–825.CrossRefPubMed Comeau, N., Stewart, S. H., & Loba, P. (2001). The relations of trait anxiety, anxiety sensitivity and sensation seeking to adolescents’ motivations for alcohol, cigarette and marijuana use. Addictive Behaviors, 26, 803–825.CrossRefPubMed
go back to reference Conrod, P. J., Castellanos-Ryan, N., & Mackie, C. (2011). Long-term effects of a personality-targeted intervention to reduce alcohol use in adolescents. Journal of Consulting and Clinical Psychology, 79, 296–306.CrossRefPubMed Conrod, P. J., Castellanos-Ryan, N., & Mackie, C. (2011). Long-term effects of a personality-targeted intervention to reduce alcohol use in adolescents. Journal of Consulting and Clinical Psychology, 79, 296–306.CrossRefPubMed
go back to reference Cooper, M. L., Russell, M., Skinner, J. B., & Windle, M. (1992). Development and validation of a three-dimensional measure of drinking motives. Psychological Assessment, 4, 123–132.CrossRef Cooper, M. L., Russell, M., Skinner, J. B., & Windle, M. (1992). Development and validation of a three-dimensional measure of drinking motives. Psychological Assessment, 4, 123–132.CrossRef
go back to reference Cox, W. M., & Klinger, E. (1988). A motivational model of alcohol use. Journal of Abnormal Psychology, 97, 168–180.CrossRefPubMed Cox, W. M., & Klinger, E. (1988). A motivational model of alcohol use. Journal of Abnormal Psychology, 97, 168–180.CrossRefPubMed
go back to reference Degenhardt, L., Chiu, W.-T., Sampson, N., Kessler, R. C., Anthony, J. C., Angermeyer, M., . . . Wells, J. E. (2008). Toward a Global View of Alcohol, Tobacco, Cannabis, and Cocaine Use: Findings from the WHO World Mental Health Surveys. PLoS Med, 5, e141. Degenhardt, L., Chiu, W.-T., Sampson, N., Kessler, R. C., Anthony, J. C., Angermeyer, M., . . . Wells, J. E. (2008). Toward a Global View of Alcohol, Tobacco, Cannabis, and Cocaine Use: Findings from the WHO World Mental Health Surveys. PLoS Med, 5, e141.
go back to reference Del Boca, F. K., & Darkes, J. (2003). The validity of self-reports of alcohol consumption: state of the science and challenges for research. Addiction, 98, 1–12.CrossRefPubMed Del Boca, F. K., & Darkes, J. (2003). The validity of self-reports of alcohol consumption: state of the science and challenges for research. Addiction, 98, 1–12.CrossRefPubMed
go back to reference Golding, J., Pembrey, M., & Jones, R. (2001). ALSPAC—the Avon Longitudinal Study of Parents and Children. I. Study methodology. Paediatric and Perinatal Epidemiology, 15, 74–87.CrossRefPubMed Golding, J., Pembrey, M., & Jones, R. (2001). ALSPAC—the Avon Longitudinal Study of Parents and Children. I. Study methodology. Paediatric and Perinatal Epidemiology, 15, 74–87.CrossRefPubMed
go back to reference Gonzales, N., Dumka, L. E., Deardorff, J., Carter, S. J., & McCray, A. (2004). Preventing poor mental health and school dropout of Mexican American adolescents following the transition to junior high school. Journal of Adolescent Research, 19, 113–131.CrossRef Gonzales, N., Dumka, L. E., Deardorff, J., Carter, S. J., & McCray, A. (2004). Preventing poor mental health and school dropout of Mexican American adolescents following the transition to junior high school. Journal of Adolescent Research, 19, 113–131.CrossRef
go back to reference Gonzales, N., Coxe, S., Roosa, M. W., White, R. M. B., Knight, G. P., Zeiders, K. H., & Saenz, D. (2011). Economic hardship, neighborhood context, and parenting: prospective effects on Mexican–American Adolescent’s Mental Health. American Journal of Community Psychology, 47, 98–113.CrossRefPubMedPubMedCentral Gonzales, N., Coxe, S., Roosa, M. W., White, R. M. B., Knight, G. P., Zeiders, K. H., & Saenz, D. (2011). Economic hardship, neighborhood context, and parenting: prospective effects on Mexican–American Adolescent’s Mental Health. American Journal of Community Psychology, 47, 98–113.CrossRefPubMedPubMedCentral
go back to reference Hanson, M. D., & Chen, E. (2007). Socioeconomic status and health behaviors in adolescence: A review of the literature. Journal of Behavioral Medicine, 30, 263–285.CrossRefPubMed Hanson, M. D., & Chen, E. (2007). Socioeconomic status and health behaviors in adolescence: A review of the literature. Journal of Behavioral Medicine, 30, 263–285.CrossRefPubMed
go back to reference Hedeker, D., Mermelstein, R. J., Berbaum, M. L., & Campbell, R. T. (2009). Modeling mood variation associated with smoking: an application of a heterogeneous mixed-effects model for analysis of Ecological Momentary Assessment (EMA) data. Addiction (Abingdon, England), 104, 297–307.CrossRef Hedeker, D., Mermelstein, R. J., Berbaum, M. L., & Campbell, R. T. (2009). Modeling mood variation associated with smoking: an application of a heterogeneous mixed-effects model for analysis of Ecological Momentary Assessment (EMA) data. Addiction (Abingdon, England), 104, 297–307.CrossRef
go back to reference Heron, J., Macleod, J., Munafò, M. R., Melotti, R., Lewis, G., Tilling, K., & Hickman, M. (2012). Patterns of alcohol use in early adolescence predict problem use at age 16. Alcohol and Alcoholism, 47, 169–177.CrossRefPubMedPubMedCentral Heron, J., Macleod, J., Munafò, M. R., Melotti, R., Lewis, G., Tilling, K., & Hickman, M. (2012). Patterns of alcohol use in early adolescence predict problem use at age 16. Alcohol and Alcoholism, 47, 169–177.CrossRefPubMedPubMedCentral
go back to reference Hussong, A. M., Jones, D. J., Stein, G. L., Baucom, D. H., & Boeding, S. (2011). An internalizing pathway to alcohol use and disorder. Psychology of Addictive Behaviors, 25, 390–404.CrossRefPubMedPubMedCentral Hussong, A. M., Jones, D. J., Stein, G. L., Baucom, D. H., & Boeding, S. (2011). An internalizing pathway to alcohol use and disorder. Psychology of Addictive Behaviors, 25, 390–404.CrossRefPubMedPubMedCentral
go back to reference Kendler, K. S., Gardner, C. O., Hickman, M., Heron, J., Macleod, J., Lewis, G., & Dick, D. M. (2014). Socioeconomic status and alcohol-related behaviors in mid- to late adolescence in the Avon Longitudinal Study of Parents and Children. Journal of Studies on Alcohol and Drugs, 75, 541–545.CrossRefPubMedPubMedCentral Kendler, K. S., Gardner, C. O., Hickman, M., Heron, J., Macleod, J., Lewis, G., & Dick, D. M. (2014). Socioeconomic status and alcohol-related behaviors in mid- to late adolescence in the Avon Longitudinal Study of Parents and Children. Journal of Studies on Alcohol and Drugs, 75, 541–545.CrossRefPubMedPubMedCentral
go back to reference Khantzian, E. J. (1997). The self-medication hypothesis of substance use disorders: A reconsideration and recent applications. Harvard Review of Psychiatry, 4, 231–244.CrossRefPubMed Khantzian, E. J. (1997). The self-medication hypothesis of substance use disorders: A reconsideration and recent applications. Harvard Review of Psychiatry, 4, 231–244.CrossRefPubMed
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 Lo, Y., Mendell, N. R., & Rubin, D. B. (2001). Testing the number of components in a normal mixture. Biometrika, 88, 767–778.CrossRef Lo, Y., Mendell, N. R., & Rubin, D. B. (2001). Testing the number of components in a normal mixture. Biometrika, 88, 767–778.CrossRef
go back to reference Mackie, C. J., Conrod, P. J., Rijsdijk, F., & Eley, T. C. (2011). A systematic evaluation and validation of subtypes of adolescent alcohol use motives: genetic and environmental contributions. Alcoholism: Clinical and Experimental Research, 35, 420–430.CrossRef Mackie, C. J., Conrod, P. J., Rijsdijk, F., & Eley, T. C. (2011). A systematic evaluation and validation of subtypes of adolescent alcohol use motives: genetic and environmental contributions. Alcoholism: Clinical and Experimental Research, 35, 420–430.CrossRef
go back to reference Mars, B., Heron, J., Crane, C., Hawton, K., Kidger, J., Lewis, G., . . . Gunnell, D. (2014). Differences in risk factors for self-harm with and without suicidal intent: Findings from the ALSPAC cohort. Journal of Affective Disorders, 168, 407–414. Mars, B., Heron, J., Crane, C., Hawton, K., Kidger, J., Lewis, G., . . . Gunnell, D. (2014). Differences in risk factors for self-harm with and without suicidal intent: Findings from the ALSPAC cohort. Journal of Affective Disorders, 168, 407–414.
go back to reference McCambridge, J., McAlaney, J., & Rowe, R. (2011). Adult consequences of late adolescent alcohol consumption: A systematic review of cohort studies. PLoS Medicine, 8, e1000413.CrossRefPubMedPubMedCentral McCambridge, J., McAlaney, J., & Rowe, R. (2011). Adult consequences of late adolescent alcohol consumption: A systematic review of cohort studies. PLoS Medicine, 8, e1000413.CrossRefPubMedPubMedCentral
go back to reference McLachlan, G., & Peel, D. (2004). Finite mixture models: Wiley. com. McLachlan, G., & Peel, D. (2004). Finite mixture models: Wiley. com.
go back to reference Melotti, R., Heron, J., Hickman, M., Macleod, J., Araya, R., & Lewis, G. (2011). Adolescent alcohol and tobacco use and early socioeconomic position: The ALSPAC birth cohort. Pediatrics, 127, e948–e955.CrossRefPubMed Melotti, R., Heron, J., Hickman, M., Macleod, J., Araya, R., & Lewis, G. (2011). Adolescent alcohol and tobacco use and early socioeconomic position: The ALSPAC birth cohort. Pediatrics, 127, e948–e955.CrossRefPubMed
go back to reference Merrill, J. E., Wardell, J. D., & Read, J. P. (2014). Drinking motives in the prospective prediction of unique alcohol-related consequences in college students. Journal of Studies on Alcohol and Drugs, 75, 93–102.CrossRefPubMedPubMedCentral Merrill, J. E., Wardell, J. D., & Read, J. P. (2014). Drinking motives in the prospective prediction of unique alcohol-related consequences in college students. Journal of Studies on Alcohol and Drugs, 75, 93–102.CrossRefPubMedPubMedCentral
go back to reference Mewton, L., Teesson, M., Slade, T., & Cottler, L. (2011). Psychometric performance of DSM-IV alcohol use disorders in young adulthood: Evidence from an Australian general population sample. Journal of Studies on Alcohol and Drugs, 72, 811.CrossRefPubMed Mewton, L., Teesson, M., Slade, T., & Cottler, L. (2011). Psychometric performance of DSM-IV alcohol use disorders in young adulthood: Evidence from an Australian general population sample. Journal of Studies on Alcohol and Drugs, 72, 811.CrossRefPubMed
go back to reference Muthén, B. (2003). Statistical and substantive checking in growth mixture modeling: Comment on Bauer and Curran (2003). Psychological Methods, 8, 369–377.CrossRefPubMed Muthén, B. (2003). Statistical and substantive checking in growth mixture modeling: Comment on Bauer and Curran (2003). Psychological Methods, 8, 369–377.CrossRefPubMed
go back to reference Muthén, B., & Muthén, L. K. (2000). Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectory classes. Alcoholism: Clinical and Experimental Research, 24, 882–891.CrossRef Muthén, B., & Muthén, L. K. (2000). Integrating person-centered and variable-centered analyses: Growth mixture modeling with latent trajectory classes. Alcoholism: Clinical and Experimental Research, 24, 882–891.CrossRef
go back to reference Office of Population Censuses and Surveys. (1991). Standard occupational classification. London: Her Majesty’s Stationery Office. Office of Population Censuses and Surveys. (1991). Standard occupational classification. London: Her Majesty’s Stationery Office.
go back to reference Patton, G. C., Coffey, C., Lynskey, M. T., Reid, S., Hemphill, S., Carlin, J. B., & Hall, W. (2007). Trajectories of adolescent alcohol and cannabis use into young adulthood. Addiction, 102, 607–615.CrossRefPubMed Patton, G. C., Coffey, C., Lynskey, M. T., Reid, S., Hemphill, S., Carlin, J. B., & Hall, W. (2007). Trajectories of adolescent alcohol and cannabis use into young adulthood. Addiction, 102, 607–615.CrossRefPubMed
go back to reference Reboussin, B. A., Song, E.-Y., Shrestha, A., Lohman, K. K., & Wolfson, M. (2006). A latent class analysis of underage problem drinking: Evidence from a community sample of 16–20 year olds. Drug and Alcohol Dependence, 83, 199–209.CrossRefPubMedPubMedCentral Reboussin, B. A., Song, E.-Y., Shrestha, A., Lohman, K. K., & Wolfson, M. (2006). A latent class analysis of underage problem drinking: Evidence from a community sample of 16–20 year olds. Drug and Alcohol Dependence, 83, 199–209.CrossRefPubMedPubMedCentral
go back to reference Rice, K. G., & Van Arsdale, A. C. (2010). Perfectionism, perceived stress, drinking to cope, and alcohol-related problems among college students. Journal of Counseling Psychology, 57, 439–450.CrossRef Rice, K. G., & Van Arsdale, A. C. (2010). Perfectionism, perceived stress, drinking to cope, and alcohol-related problems among college students. Journal of Counseling Psychology, 57, 439–450.CrossRef
go back to reference Santiago, C. D., Wadsworth, M. E., & Stump, J. (2011). Socioeconomic status, neighborhood disadvantage, and poverty-related stress: Prospective effects on psychological syndromes among diverse low-income families. Journal of Economic Psychology, 32, 218–230.CrossRef Santiago, C. D., Wadsworth, M. E., & Stump, J. (2011). Socioeconomic status, neighborhood disadvantage, and poverty-related stress: Prospective effects on psychological syndromes among diverse low-income families. Journal of Economic Psychology, 32, 218–230.CrossRef
go back to reference Sclove, S. L. (1987). Application of model-selection criteria to some problems in multivariate analysis. Psychometrika, 52, 333–343.CrossRef Sclove, S. L. (1987). Application of model-selection criteria to some problems in multivariate analysis. Psychometrika, 52, 333–343.CrossRef
go back to reference Seaman, S. R., & White, I. R. (2013). Review of inverse probability weighting for dealing with missing data. Statistical Methods in Medical Research, 22, 278–295.CrossRefPubMed Seaman, S. R., & White, I. R. (2013). Review of inverse probability weighting for dealing with missing data. Statistical Methods in Medical Research, 22, 278–295.CrossRefPubMed
go back to reference Swahn, M. H., Simon, T. R., Hammig, B. J., & Guerrero, J. L. (2004). Alcohol-consumption behaviors and risk for physical fighting and injuries among adolescent drinkers. Addictive Behaviors, 29, 959–963.CrossRefPubMed Swahn, M. H., Simon, T. R., Hammig, B. J., & Guerrero, J. L. (2004). Alcohol-consumption behaviors and risk for physical fighting and injuries among adolescent drinkers. Addictive Behaviors, 29, 959–963.CrossRefPubMed
go back to reference Taylor, S. E., Way, B. M., & Seeman, T. E. (2011). Early adversity and adult health outcomes. Development and Psychopathology, 23, 939–954.CrossRefPubMed Taylor, S. E., Way, B. M., & Seeman, T. E. (2011). Early adversity and adult health outcomes. Development and Psychopathology, 23, 939–954.CrossRefPubMed
go back to reference Teesson, M., Newton, N. C., Slade, T., Chapman, C., Allsop, S., Hides, L., . . . Birrell, L. (2014). The CLIMATE schools combined study: a cluster randomised controlled trial of a universal Internet-based prevention program for youth substance misuse, depression and anxiety. BMC psychiatry, 14, 1. Teesson, M., Newton, N. C., Slade, T., Chapman, C., Allsop, S., Hides, L., . . . Birrell, L. (2014). The CLIMATE schools combined study: a cluster randomised controlled trial of a universal Internet-based prevention program for youth substance misuse, depression and anxiety. BMC psychiatry, 14, 1.
go back to reference Timko, C., Finney, J. W., & Moos, R. H. (2005). The 8-year course of alcohol abuse: Gender differences in social context and coping. Alcoholism: Clinical and Experimental Research, 29, 612–621.CrossRef Timko, C., Finney, J. W., & Moos, R. H. (2005). The 8-year course of alcohol abuse: Gender differences in social context and coping. Alcoholism: Clinical and Experimental Research, 29, 612–621.CrossRef
Metadata
Title
Drinking to Cope: a Latent Class Analysis of Coping Motives for Alcohol Use in a Large Cohort of Adolescents
Authors
Lexine A. Stapinski
Alexis C. Edwards
Matthew Hickman
Ricardo Araya
Maree Teesson
Nicola C. Newton
Kenneth S. Kendler
Jon Heron
Publication date
01-07-2016
Publisher
Springer US
Published in
Prevention Science / Issue 5/2016
Print ISSN: 1389-4986
Electronic ISSN: 1573-6695
DOI
https://doi.org/10.1007/s11121-016-0652-5

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