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Original Investigation |

Extreme Binge Drinking Among 12th-Grade Students in the United States:  Prevalence and Predictors FREE

Megan E. Patrick, PhD1; John E. Schulenberg, PhD1,2; Meghan E. Martz, MA1,2; Jennifer L. Maggs, PhD3; Patrick M. O’Malley, PhD1; Lloyd D. Johnston, PhD1
[+] Author Affiliations
1Institute for Social Research, University of Michigan, Ann Arbor
2Department of Psychology, University of Michigan, Ann Arbor
3Human Development and Family Studies, Pennyslvania State University, University Park
JAMA Pediatr. 2013;167(11):1019-1025. doi:10.1001/jamapediatrics.2013.2392.
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Published online

Importance  The prevalence of underage alcohol use has been studied extensively, but binge drinking among youth in the United States is not yet well understood. In particular, adolescents may drink much larger amounts than the threshold (5 drinks) often used in definitions of binge drinking. Delineating various levels of binge drinking, including extreme levels, and understanding predictors of such extreme binge drinking among youth will benefit public health efforts.

Objective  To examine the prevalence and predictors of 5+ (≥5 drinks) binge drinking and of 10+ (≥10 drinks) and 15+ (≥15 drinks) extreme binge drinking among 12th graders in the United States.

Design, Setting, and Participants  A nonclinical nationally representative sample of high school seniors in the annual Monitoring the Future study between 2005 and 2011. The sample included 16 332 high school seniors (modal age, 18 years) in the United States. Response rates were 79.1% to 84.7%.

Main Outcomes and Measures  Prevalence of consuming 5 or more, 10 or more, and 15 or more drinks in a row in the last 2 weeks.

Results  Between 2005 and 2011, a total of 20.2% of high school seniors reported 5+ binge drinking, 10.5% reported 10+ extreme binge drinking, and 5.6% reported 15+ extreme binge drinking in the last 2 weeks. Rates of 5+ binge drinking and 10+ extreme binge drinking have declined since 2005, but rates of 15+ extreme binge drinking have not significantly declined. Students with college-educated parents were more likely to consume 5 or more drinks but were less likely to consume 15 or more drinks than students whose parents were not college educated. Students from more rural areas were more likely than students from large metropolitan areas to consume 15 or more drinks. Substance-related attitudes, socializing with substance-using peers, the number of evenings out with friends, and other substance use (cigarettes and marijuana) predicted all 3 levels of binge and extreme binge drinking.

Conclusions and Relevance  Binge drinking at the traditionally defined 5+ drinking level was common among high school seniors representative of all 12th graders in the contiguous United States. A significant segment of students also reported extreme binge drinking at levels 2 and 3 times higher. These data suggest the importance of assessing multiple levels of binge drinking behavior and their predictors among youth to target effective screening and intervention efforts.

Adolescent alcohol consumption is a major public health problem in the United States and a high priority for organizations, such as the Office of the Surgeon General,1 Centers for Disease Control and Prevention,2 World Health Organization,3 American Academy of Pediatrics,4 and National Institute on Alcohol Abuse and Alcoholism.5 Approximately 5000 persons younger than 21 years die each year from alcohol-related fatalities,6 while problems linked to underage drinking were estimated in 2001 to cost about $62 billion.7 Underage drinking is also a predictor of alcohol problems and early mortality in adulthood.811

Consuming a large amount of alcohol in a single sitting (binge or heavy-episodic drinking) confers acute risks (eg, injury, impaired driving, and alcohol poisoning) and long-term risks (eg, liver damage, alcohol dependence, and alterations to the developing brain).2,1215 In alcohol studies, binge drinking is commonly defined as 5 or more drinks16 (or ≥4 for women and ≥5 for men16,17) based on the approximation that consuming 5 drinks in a 2-hour period would lead to a blood alcohol concentration of up to 80 mg/dL (0.08%) for the typical adult.17 The 5+ measure has been a valuable tool for research predicting consequences of alcohol use.16,1820 However, sole reliance on a 5+ binge drinking threshold obscures meaningful variance in the quantity of alcohol consumed per occasion. Serious acute consequences of alcohol use are considerably more likely at very high levels of alcohol use.21,22 Despite the known risks, the extent of alcohol use among youth at the high end of binge drinking remains unclear.

Recent studies using multiple cutoffs for binge drinking have found variable consequences (eg, high risk for injuries at ≥5 drinks for women and ≥8 drinks for men23) and have shown that considerable numbers of persons engage in high levels of binge drinking (eg, in a sample aged 19-30 years, 14.7% reported ≥10 and 5.6% reported ≥15 drinks in a row in the last 2 weeks24). Significant sex differences at various levels of binge drinking in a sample of first-term college freshmen were found (33.7% of women vs 40.6% of men at ≥4 drinks for women and ≥5 drinks for men, 8.2% vs 19.9% at ≥8 drinks for women and ≥10 drinks for men, and 1.8% vs 7.6% at ≥12 drinks for women and ≥15 drinks for men25). Increasingly, studies document risky single-occasion drinking (≥10 drinks for women and ≥11 drinks for men)26 and event-specific drinking with particularly high levels of alcohol use27 (eg, drinking during spring break,2832 in 21st-birthday celebrations,3337 at sporting events,38,39 and for local and national holidays19,40). Thus far, a large proportion of the research on binge drinking16,25,4144 and the few studies20,25 on more extreme binge drinking focus on college students, often from single universities.

To date, research has not examined extreme binge drinking or the prevalence of consuming dangerously high levels of alcohol in one sitting specifically among youth. Despite declines in overall alcohol use among teens in the last decade and a half, alcohol exposure remains high. In 2011, a total of 70% of US 12th graders reported using alcohol in their lifetime, 51% reported ever being drunk, and 22% reported binge drinking (≥5 drinks in a row) in the last 2 weeks.45 Rates are generally similar or higher in other Western countries.46,47

Drawing on theoretical perspectives and comprehensive reviews,4852 as well as empirical literature cited below, this study examines common US sociodemographic predictors and high school risk and protective factors associated with binge drinking and extreme binge drinking. To identify the youth at highest risk, the study compares empirically supported risk factors for consuming at least 5, 10, and 15 drinks in a row. For traditionally defined binge drinking (≥5 drinks), demographic findings have shown that male sex, white race/ethnicity, and higher parental education or socioeconomic status are consistent predictors of greater alcohol use among adolescents.45,49,5355 Binge drinking also differs in relation to geographic region and urbanicity: The Midwest and Northeast have the highest rates of 5+ binge drinking,45 and rural high school students have higher rates of alcohol abuse, particularly for boys.56 Students who are more religious exhibit lower levels of binge drinking than their peers.5759 Risk and protective factors within the school and peer context,49,6062 including lower mean grades, plans to attend college, and higher frequency of skipping school, also predict greater adolescent alcohol use. During high school, students who believe that their friends get drunk are more likely to drink themselves.6365 Additional risk factors include a lower level of disapproval and a lower perceived risk of binge drinking.45,62,66 The use of other substances, including cigarettes and marijuana, is consistently correlated with heavier drinking.50,62

Study Design

The study was approved by a University of Michigan institutional review board. To our knowledge, this is the first national study to date to examine extreme binge drinking among youth. It uses data from the annual Monitoring the Future study45 to examine the prevalence and predictors of 5+ (≥5 drinks) binge drinking and of 10+ (≥10 drinks) and 15+ (≥15 drinks) extreme binge drinking among nationally representative samples of American high school seniors between 2005 and 2011. Annually since 1975, the Monitoring the Future study has used questionnaires administered in classrooms to survey nationally representative samples of about 16 000 American high school seniors (modal age, 18 years) each year.67 Measures assessing 5+ binge drinking have been included since the inception of the study and are consistent with other investigations16; measures of extreme binge drinking were added in 2005.

The analyses used cohorts of 12th graders from the high school classes of 2005 to 2011 who answered questions regarding 5+ binge drinking and 10+ and 15+ extreme binge drinking. Measures of 10+ and 15+ extreme binge drinking were included on 1 of 6 questionnaire forms. Multiple questionnaire forms were used to decrease respondent burden and were randomly assigned within classrooms to individuals. Analyses accounted for the complex multistage sample design, and the data were weighted to adjust for differential selection probabilities. Response rates for surveys from 2005 to 2011 were 79.1% to 84.7%, with almost all nonresponse because of absenteeism. The weighted sample (n = 16 332) is 52.3% female and 64.5% white, 11.0% black, 13.1% Hispanic, and 11.5% of other race/ethnicity.

Measures
Binge Drinking and Extreme Binge Drinking

The question “During the last 2 weeks, how many times (if any) have you had 5 or more drinks in a row?” assessed 5+ binge drinking. The same stem question assessed 10+ extreme binge drinking (≥10+) and 15+ extreme binge drinking (≥15+) in the last 2 weeks. Response options were none, once, twice, 3 to 5 times, 6 to 9 times, and 10 or more times. For these analyses, responses were dichotomized as none (0) or any (1). A drink was defined for respondents as any of the following: “a 12-ounce can (or bottle) of beer; a 4-ounce glass of wine; a 12-ounce bottle (or can) of wine cooler; or a mixed drink, shot glass of liquor, or the equivalent.”

Demographics

Cohort year was a continuous variable for the years 2005 to 2011. Sex was coded as male (1) or female (0). Race/ethnicity was dummy coded as white (reference group), black, Hispanic, or other. Parental college education served as a proxy for socioeconomic status, with the maximum maternal or paternal education coded as some college or more (1) or no college education (0). Geographic region was defined as the region in which the respondent’s school was located and included the South (reference group), Northeast, Midwest, and West. Population density referred to the area surrounding the respondent’s school, classified based on US Census Bureau categories as large metropolitan statistical area (MSA) (such as urban areas) (reference group), other MSA (such as suburbs), or non-MSA (such as rural areas). Religiosity was based on the self-reported importance of religion and was coded from not important (1) to very important (4).

High School Risk and Protective Factors

For educational success and plans, grades in high school were coded from D or lower (1) to A (9). College plans were coded as planning to graduate from a 4-year college or more (1) and planning on less than a 4-year college education (0). The number of days students reported cutting school (ie, missing without an excuse) in the last 4 weeks was coded from none (1) to 11 or more (7). For social life and substance-related attitudes, evenings out without parents in a typical week were coded from less than 1 evening (1) to 6 or 7 evenings (6). Students’ beliefs about how many of their friends get drunk at least once a week were coded as none (1) to all (5). Alcohol attitudes were measured by disapproval of binge drinking (ie, ≥5 drinks) on the weekend, scored as do not disapprove (1) to strongly disapprove (3), and by perceived risk of binge drinking on the weekend, scored as no risk (1) to great risk (4). Finally, other substance use predictors were cigarette use in the last 30 days, scored from none (1) to 2 or more packs per day (7), and marijuana use in the last 30 days, scored from none (1) to 40 or more times (7).

The prevalence rates of 5+ binge drinking, 10+ extreme binge drinking , and 15+ extreme binge drinking in the full sample and by sex, race/ethnicity, parental education, geographic region, and population density are given in Table 1. Among 12th graders, 20.2% reported consuming 5 or more alcoholic drinks, 10.5% reported consuming 10 or more drinks, and 5.6% reported consuming 15 or more drinks in a row at least once in the last 2 weeks. The table summarizes the considerable variation in these rates as a function of the sociodemographic characteristics. Cohort year was negatively correlated with 5+ binge drinking and 10+ extreme binge drinking but not with 15+ extreme binge drinking. χ2 Tests revealed significant differences (P < .001) by sex, race/ethnicity, parental education, and population density, with one exception: 5+ binge drinking rates did not vary by population density. Pairwise comparisons are given in the table. Below, we consider in more detail sociodemographic differences in a multivariate context with the other covariates. We also examined interactions of all predictors by cohort year; only 1 of 60 reached the P < .05 statistical significance level. This indicates that the associations between predictors and outcomes have remained stable over time.

Table Graphic Jump LocationTable 1.  Binge Drinking and Extreme Binge Drinking Prevalence by Demographic Subgroupsa

Table 2 gives estimates of the partial predictive power of the demographic and high school risk factors for binge drinking and extreme binge drinking based on multivariate logistic regression models. Dummy variables were included for all predictors with missing data, with means also assigned for continuous predictors. Students with missing data on sex were more likely to binge drink at all levels. Students with missing data on high school grades were less likely to engage in 5+ binge drinking. Those with missing data on college plans were more likely to engage in 5+ binge drinking. Students with missing data on days cutting school were more likely to report 15+ binge drinking. Students with missing data on disapproval of binge drinking were more likely to engage in all levels of binge drinking. Those with missing data on perceived risk of binge drinking were less likely to report 5+ binge drinking. Students with missing data on cigarette or marijuana use had greater odds of 15+ binge drinking. There were no significant differences between students having missing data compared with students having valid data for religiosity, race/ethnicity, and parental education, as well as for friends getting drunk and evenings out with friends.

Table Graphic Jump LocationTable 2.  Multivariate Logistic Regressions Predicting Binge Drinking and Extreme Binge Drinking Among US 12th-Grade Studentsa

Young men were more likely than young women to engage in all levels of binge drinking. Differences by race/ethnicity indicated that white students were more likely to engage in all levels of binge drinking than black students and were more likely to report 5+ binge drinking and 10+ extreme binge drinking than students of most other races/ethnicities. White students and Hispanic students did not differ. The association between parental education and binge drinking differed across the thresholds of binge drinking. Compared with students whose parents were not college educated, students whose parents were college educated had greater odds of engaging in 5+ binge drinking and lower odds of engaging in 15+ extreme binge drinking, with no difference in 10+ extreme binge drinking rates. There were few differences by geographic region or population density, although students in the Northeast and West were less likely to engage in 15+ extreme binge drinking than students in the South. Compared with students in large MSA areas, students in non-MSA (ie, more rural) areas had greater odds of engaging in 15+ extreme binge drinking. High school grades and college plans did not predict binge drinking at any threshold in multivariate analyses. For all binge levels, greater odds of binge drinking were predicted by cutting school for more days, perceiving that more friends get drunk, and spending more evenings out with friends. Disapproving of binge drinking and perceiving greater risk of 5+ binge drinking predicted lower odds in all cases. Finally, last-month cigarette and marijuana users were more likely to report binge drinking at all levels.

While most predictors were in the same direction and of similar magnitude across the 3 thresholds of binge drinking, a notable exception was parental education: Students with more educated parents had higher odds of 5+ binge drinking but lower odds of 15+ extreme binge drinking. In addition, students of “other” races/ethnicities were less likely than white students to engage in 5+ binge drinking and 10+ extreme binge drinking, although there was no difference for 15+ extreme binge drinking. There were few regional differences in predictors of binge drinking, although students in the Northeast and West were less likely than students in the South to engage in 15+ extreme binge drinking. Despite these few and important exceptions, most risk factors had consistent patterns of association with the 3 thresholds of binge drinking and extreme binge drinking.

Our objectives were to quantify and draw attention to the prevalence of extreme binge drinking rates among the nation’s high school seniors and to examine predictors of these behaviors. We estimate that more than 1 in 10 high school seniors had 10 or more drinks in a row and more than 1 in 20 had 15 or more drinks in a row at least once in the last 2 weeks. Within a 2-week period, among high school seniors who report consuming 5 or more drinks in a row, more than half report consuming 10 or more drinks in a row, and among those who report consuming 10 or more drinks in a row, more than half report consuming 15 or more drinks in a row. In addition, some subgroups (eg, young men, students from more rural areas, and individuals of white race/ethnicity) show particularly high rates of extreme binge drinking. Such high levels of alcohol intake clearly put youth at risk for injuries and fatalities from alcohol-related suicide, drowning, homicide, alcohol poisoning, and motor vehicle crashes.6

Although 5+ binge drinking specifically and the frequency of drinking generally have decreased among adolescents since record high levels in the late 1970s and early 1980s and have continued since 2005 to decrease further,45 the period since 2005 has not shown such declines for 15+ extreme binge drinking. This suggests that extreme binge drinking behavior may be less affected by changing norms and is more entrenched in specific adolescent subcultures,68 as has been argued for the college level.69

Many of the sociodemographic and risk factors predictive of 5+ binge drinking were similarly predictive of 10+ and 15+ extreme binge drinking. In particular, young men engaged in more binge drinking at all levels than young women, and youth of white race/ethnicity engaged in more binge drinking at all levels than those of black, Hispanic, or other races/ethnicities, similar to findings for lower-level drinking in prior empirical studies.45,70,71 Related behaviors and attitudes about drinking predicted binge drinking at all levels. The fact that the same risk factors predicted 5+ binge drinking and 10+ and 15+ extreme binge drinking suggests that additional, more prognostic predictors for the different thresholds of binge drinking are needed.

We found some predictors that varied in magnitude depending on the threshold of binge drinking. In particular, higher parental education was a risk factor for 5+ binge drinking but was a protective factor against 15+ extreme binge drinking. This finding adds nuance to reports that youth of higher socioeconomic status are at greater risk for binge drinking,45,5355,72 suggesting that their risk is for the lower threshold of binge drinking; at the same time, youth of lower socioeconomic status and those from more rural areas may be at higher risk for very extreme binge drinking and concomitant consequences.

Clearly, a combination of classic binge drinking measures and assessments of extreme binge drinking is warranted to refine our understanding of such high levels of alcohol use among youth. Differentiating between levels of binge drinking, in terms of behavioral predictors and resulting consequences, may help determine specific risks and contribute to more effective screening and tailored intervention methods. The results of this study help reconcile what seemed like conflicting findings, namely, that reported levels of 5+ binge drinking were declining in recent years among adolescents45 at the same time that medical emergencies involving alcohol use by teens were rising.73

Important strengths of the study include the nationally representative data, with the ability to examine demographic and regional differences across multiple recent years. The study has several limitations. First, high school dropouts were not included in the sampling frame. Because 5+ binge drinking tends to be higher among those who have early school difficulties,60 our prevalence estimates may be conservative compared with a full population of 18-year-olds. Second, the same measures of binge drinking were used for male and female youth, although sex differences in average size and metabolism of alcohol mean that the same number of drinks is likely riskier for young women than for young men. Third, the available data were based on self-report of youth consumption of 5, 10, or 15 or more drinks in a row, although an exact definition was not given. It also may be difficult for respondents to remember the number of drinks consumed at these high levels. Of course, this limitation comes with the benefits of large national samples. Future research should document the contexts of drinking and the duration of the drinking occasion and consequences experienced. Additional work is needed to assess extreme binge drinking in other populations, including youths 19 years or older, and may consider a broader range of family, school, and community risk factors, as well as genetic and mental health indicators to describe more clearly the cause of the different levels of binge drinking. The documented rates of extreme binge drinking, and the fact that they have not changed across recent historical time, support the need for additional research to develop effective prevention and intervention strategies to reduce high-risk alcohol behaviors of youth.

Accepted for Publication: March 18, 2013.

Corresponding Author: Megan E. Patrick, PhD, Institute for Social Research, University of Michigan, 426 Thompson St, Ann Arbor, MI 48106 (meganpat@umich.edu).

Published Online: September 16, 2013. doi:10.1001/jamapediatrics.2013.2392.

Author Contributions: Study concept and design: Patrick, Schulenberg, O’Malley, Johnston.

Acquisition of data: Schulenberg, O’Malley, Johnston.

Analysis and interpretation of data: Patrick, Maggs, O’Malley, Johnston.

Drafting of the manuscript: Patrick, Martz.

Critical revision of the manuscript for important intellectual content: All authors.

Statistical analysis: Patrick, Martz, O’Malley.

Obtained funding: Schulenberg, O’Malley, Johnston.

Study supervision: Patrick, Johnston.

Conflict of Interest Disclosures: None reported.

Funding/Support: Data collection and work on this study were funded by grant R01 DA 01411 from the National Institute on Drug Abuse.

Disclaimer: The content herein is solely the responsibility of the authors and does not necessarily represent the official views of the sponsors.

Additional Contributions: Adam J. Burke, MA, assisted with the data analysis.

Correction: This article was corrected online October 21, 2013, for the omission of alphabet superscripts in the body of Table 1.

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Hingson  RW, Zha  W, Weitzman  ER.  Magnitude of and trends in alcohol-related mortality and morbidity among US college students ages 18-24, 1998-2005. J Stud Alcohol Drugs Suppl. 2009;(16):12-20.
PubMed
Johnston LD, O’Malley PM, Bachman JG, Schulenberg JE. Monitoring the Future: national survey results on drug use, 1975-2011: volume I: secondary school students. 2012. http://monitoringthefuture.org/pubs/monographs/mtf-vol1_2011.pdf. Accessed July 28, 2013.
Kuntsche  E, Rehm  J, Gmel  G.  Characteristics of binge drinkers in Europe. Soc Sci Med. 2004;59(1):113-127.
PubMed   |  Link to Article
Hibell B, Guttormsson U, Ahlström S, et al. The 2011 ESPAD Report: Substance Use Among Students in 36 European Countries. Stockholm, Sweden: Swedish Council for Information on Alcohol and Other Drugs, European Monitoring Centre for Drugs and Drug Addiction, and the Council of Europe; 2012.
Maggs  JL, Schulenberg  JE.  Initiation and course of alcohol consumption among adolescents and young adults. Recent Dev Alcohol. 2005;17:29-47.
PubMed
Chassin  L, Hussong  A, Beltran  I. Adolescent substance use. In: Lerner  RM, Steinberg  L, eds. Handbook of Adolescent Psychology.3rd ed. Hoboken, NJ: Wiley; 2009.
Donovan  JE, Jessor  R, Costa  FM.  Adolescent problem drinking: stability of psychosocial and behavioral correlates across a generation. J Stud Alcohol. 1999;60(3):352-361.
PubMed
Jessor  R, Jessor  SL. Problem Behavior and Psychosocial Development: A Longitudinal Study of Youth. New York, NY: Academic Press; 1977.
Petraitis  J, Flay  BR, Miller  TQ.  Reviewing theories of adolescent substance use: organizing pieces in the puzzle. Psychol Bull. 1995;117(1):67-86.
PubMed   |  Link to Article
Luthar  SS.  The culture of affluence: psychological costs of material wealth. Child Dev. 2003;74(6):1581-1593.
PubMed   |  Link to Article
Luthar  SS, Latendresse  SJ.  Children of the affluent. Curr Dir Psychol Sci. 2005;14(1):49-53.
PubMed   |  Link to Article
Patrick  ME, Wightman  P, Schoeni  RF, Schulenberg  JE.  Socioeconomic status and substance use and socioeconomic status among young adults. J Stud Alcohol Drugs. 2012;73(5):772-782.
PubMed
Cronk  CE, Sarvela  PD.  Alcohol, tobacco, and other drug use among rural/small town and urban youth. Am J Public Health. 1997;87(5):760-764.
PubMed   |  Link to Article
Mellor  JM, Freeborn  BA.  Religious participation and risky health behaviors among adolescents. Health Econ. 2011;20(10):1226-1240.
PubMed   |  Link to Article
Bahr  SJ, Hoffmann  JP.  Parenting style, religiosity, peers, and adolescent heavy drinking. J Stud Alcohol Drugs. 2010;71(4):539-543.
PubMed
Wallace  JM, Yamaguchi  R, Bachman  JG, O’Malley  PM, Schulenberg  JE.  Religiosity and adolescent substance use. Soc Probl. 2007;54(2):308-327.
Link to Article
Bachman  JG, O’Malley  PM, Schulenberg  JE, Johnston  LD, Freedman-Doan  P, Messersmith  EE. The Education–Drug Use Connection: How Successes and Failures in School Relate to Adolescent Smoking, Drinking, Drug Use, and Delinquency. New York, NY: Lawrence Erlbaum; 2008.
Brown  TN, Schulenberg  J, Bachman  JG, O’Malley  PM, Johnston  LD.  Are risk and protective factors for substance use consistent across historical time? Prev Sci. 2001;2(1):29-43.
PubMed   |  Link to Article
Patrick  ME, Schulenberg  JE.  Alcohol use and heavy episodic drinking prevalence and predictors among national samples of American eighth- and tenth-grade students. J Stud Alcohol Drugs. 2010;71(1):41-45.
PubMed
Bauman  KE, Ennett  ST.  On the importance of peer influence for adolescent drug use. Addiction. 1996;91(2):185-198.
PubMed   |  Link to Article
Hawkins  JD, Catalano  RF, Miller  JY.  Risk and protective factors for alcohol and other drug problems in adolescence and early adulthood. Psychol Bull. 1992;112(1):64-105.
PubMed   |  Link to Article
Song  EY, Smiler  AP, Wagoner  KG, Wolfson  M.  Everyone says it’s ok: adolescents’ perceptions of peer, parent, and community alcohol norms, alcohol consumption, and alcohol-related consequences. Subst Use Misuse. 2012;47(1):86-98.
Link to Article
Johnston  LD. Alcohol and illicit drugs: the role of risk perceptions. In: Romer  D, ed. Reducing Adolescent Risk: Toward an Integrated Approach. Thousand Oaks, CA: Sage Publications; 2003:56-74.
Bachman JG, Johnston LD, O’Malley PM, Schulenberg JE. The Monitoring and Future Project After Thirty-Seven Years: Design and Procedures. Ann Arbor, MI: Institute for Social Research; 2011. Monitoring the Future Occasional Paper Series 76.
Crosnoe  R. Fitting In, Standing Out: Navigating the Social Challenges of High School to Get an Education. New York, NY: Cambridge University Press; 2011.
Schulenberg  JE, Maggs  JL.  A developmental perspective on alcohol use and heavy drinking during adolescence and the transition to young adulthood. J Stud Alcohol Suppl. 2002;(14):54-70.
PubMed
Chassin  L, Pitts  SC, Prost  J.  Binge drinking trajectories from adolescence to emerging adulthood in a high-risk sample: predictors and substance abuse outcomes. J Consult Clin Psychol. 2002;70(1):67-78.
PubMed   |  Link to Article
Schulenberg  J, Wadsworth  K, O’Malley  P, Bachman  J, Johnston  L.  Adolescent risk factors for binge drinking during the transition to young adulthood. Dev Psychol. 1996;32:659-674.
Link to Article
Koplewicz  HS, Gurian  A, Williams  K.  The era of affluence and its discontents. J Am Acad Child Adolesc Psychiatry. 2009;48(11):1053-1055.
PubMed   |  Link to Article
Drug Abuse Warning Network. National estimates of drug-related emergency department visits. 2004-2010. http://www.samhsa.gov/data/DAWN.aspx. Accessed October 6, 2012.

Figures

Tables

Table Graphic Jump LocationTable 1.  Binge Drinking and Extreme Binge Drinking Prevalence by Demographic Subgroupsa
Table Graphic Jump LocationTable 2.  Multivariate Logistic Regressions Predicting Binge Drinking and Extreme Binge Drinking Among US 12th-Grade Studentsa

References

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Lee  CM, Lewis  MA, Neighbors  C.  Preliminary examination of spring break alcohol use and related consequences. Psychol Addict Behav. 2009;23(4):689-694.
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Lee  CM, Maggs  JL, Rankin  LA.  Spring break trips as a risk factor for heavy alcohol use among first-year college students. J Stud Alcohol. 2006;67(6):911-916.
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Neighbors  C, Atkins  DC, Lewis  MA,  et al.  Event-specific drinking among college students. Psychol Addict Behav. 2011;25(4):702-707.
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Patrick  ME, Morgan  N, Maggs  JL, Lefkowitz  ES.  “I got your back”: friends’ understandings regarding college student spring break behavior. J Youth Adolesc. 2011;40(1):108-120.
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Brister  HA, Wetherill  RR, Fromme  K.  Anticipated versus actual alcohol consumption during 21st birthday celebrations. J Stud Alcohol Drugs. 2010;71(2):180-183.
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Hembroff  L, Atkin  C, Martell  D, McCue  C, Greenamyer  JT.  Evaluation results of a 21st birthday card program targeting high-risk drinking. J Am Coll Health. 2007;56(3):325-332.
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Neighbors  C, Lee  CM, Lewis  MA, Fossos  N, Walter  T.  Internet-based personalized feedback to reduce 21st-birthday drinking. J Consult Clin Psychol. 2009;77(1):51-63.
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Neighbors  C, Spieker  CJ, Oster-Aaland  L, Lewis  MA, Bergstrom  RL.  Celebration intoxication. J Am Coll Health. 2005;54(2):76-80.
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Rutledge  PC, Park  A, Sher  KJ.  21st Birthday drinking: extremely extreme. J Consult Clin Psychol. 2008;76(3):511-516.
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Neal  DJ, Fromme  K.  Event-level covariation of alcohol intoxication and behavioral risks during the first year of college. J Consult Clin Psychol. 2007;75(2):294-306.
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Nelson  TF, Wechsler  H.  School spirits: alcohol and collegiate sports fans. Addict Behav. 2003;28(1):1-11.
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Del Boca  FK, Darkes  J, Greenbaum  PE, Goldman  MS.  Up close and personal. J Consult Clin Psychol. 2004;72(2):155-164.
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Perkins  HW.  Social norms and the prevention of alcohol misuse in collegiate contexts. J Stud Alcohol Suppl. 2002;14(14):164-172.
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Wechsler  H, Austin  SB.  Binge drinking: the five/four measure. J Stud Alcohol. 1998;59(1):122-124.
PubMed
Wechsler  H, Davenport  A, Dowdall  G, Moeykens  B, Castillo  S.  Health and behavioral consequences of binge drinking in college: a national survey of students at 140 campuses. JAMA. 1994;272(21):1672-1677.
PubMed   |  Link to Article
Hingson  RW, Zha  W, Weitzman  ER.  Magnitude of and trends in alcohol-related mortality and morbidity among US college students ages 18-24, 1998-2005. J Stud Alcohol Drugs Suppl. 2009;(16):12-20.
PubMed
Johnston LD, O’Malley PM, Bachman JG, Schulenberg JE. Monitoring the Future: national survey results on drug use, 1975-2011: volume I: secondary school students. 2012. http://monitoringthefuture.org/pubs/monographs/mtf-vol1_2011.pdf. Accessed July 28, 2013.
Kuntsche  E, Rehm  J, Gmel  G.  Characteristics of binge drinkers in Europe. Soc Sci Med. 2004;59(1):113-127.
PubMed   |  Link to Article
Hibell B, Guttormsson U, Ahlström S, et al. The 2011 ESPAD Report: Substance Use Among Students in 36 European Countries. Stockholm, Sweden: Swedish Council for Information on Alcohol and Other Drugs, European Monitoring Centre for Drugs and Drug Addiction, and the Council of Europe; 2012.
Maggs  JL, Schulenberg  JE.  Initiation and course of alcohol consumption among adolescents and young adults. Recent Dev Alcohol. 2005;17:29-47.
PubMed
Chassin  L, Hussong  A, Beltran  I. Adolescent substance use. In: Lerner  RM, Steinberg  L, eds. Handbook of Adolescent Psychology.3rd ed. Hoboken, NJ: Wiley; 2009.
Donovan  JE, Jessor  R, Costa  FM.  Adolescent problem drinking: stability of psychosocial and behavioral correlates across a generation. J Stud Alcohol. 1999;60(3):352-361.
PubMed
Jessor  R, Jessor  SL. Problem Behavior and Psychosocial Development: A Longitudinal Study of Youth. New York, NY: Academic Press; 1977.
Petraitis  J, Flay  BR, Miller  TQ.  Reviewing theories of adolescent substance use: organizing pieces in the puzzle. Psychol Bull. 1995;117(1):67-86.
PubMed   |  Link to Article
Luthar  SS.  The culture of affluence: psychological costs of material wealth. Child Dev. 2003;74(6):1581-1593.
PubMed   |  Link to Article
Luthar  SS, Latendresse  SJ.  Children of the affluent. Curr Dir Psychol Sci. 2005;14(1):49-53.
PubMed   |  Link to Article
Patrick  ME, Wightman  P, Schoeni  RF, Schulenberg  JE.  Socioeconomic status and substance use and socioeconomic status among young adults. J Stud Alcohol Drugs. 2012;73(5):772-782.
PubMed
Cronk  CE, Sarvela  PD.  Alcohol, tobacco, and other drug use among rural/small town and urban youth. Am J Public Health. 1997;87(5):760-764.
PubMed   |  Link to Article
Mellor  JM, Freeborn  BA.  Religious participation and risky health behaviors among adolescents. Health Econ. 2011;20(10):1226-1240.
PubMed   |  Link to Article
Bahr  SJ, Hoffmann  JP.  Parenting style, religiosity, peers, and adolescent heavy drinking. J Stud Alcohol Drugs. 2010;71(4):539-543.
PubMed
Wallace  JM, Yamaguchi  R, Bachman  JG, O’Malley  PM, Schulenberg  JE.  Religiosity and adolescent substance use. Soc Probl. 2007;54(2):308-327.
Link to Article
Bachman  JG, O’Malley  PM, Schulenberg  JE, Johnston  LD, Freedman-Doan  P, Messersmith  EE. The Education–Drug Use Connection: How Successes and Failures in School Relate to Adolescent Smoking, Drinking, Drug Use, and Delinquency. New York, NY: Lawrence Erlbaum; 2008.
Brown  TN, Schulenberg  J, Bachman  JG, O’Malley  PM, Johnston  LD.  Are risk and protective factors for substance use consistent across historical time? Prev Sci. 2001;2(1):29-43.
PubMed   |  Link to Article
Patrick  ME, Schulenberg  JE.  Alcohol use and heavy episodic drinking prevalence and predictors among national samples of American eighth- and tenth-grade students. J Stud Alcohol Drugs. 2010;71(1):41-45.
PubMed
Bauman  KE, Ennett  ST.  On the importance of peer influence for adolescent drug use. Addiction. 1996;91(2):185-198.
PubMed   |  Link to Article
Hawkins  JD, Catalano  RF, Miller  JY.  Risk and protective factors for alcohol and other drug problems in adolescence and early adulthood. Psychol Bull. 1992;112(1):64-105.
PubMed   |  Link to Article
Song  EY, Smiler  AP, Wagoner  KG, Wolfson  M.  Everyone says it’s ok: adolescents’ perceptions of peer, parent, and community alcohol norms, alcohol consumption, and alcohol-related consequences. Subst Use Misuse. 2012;47(1):86-98.
Link to Article
Johnston  LD. Alcohol and illicit drugs: the role of risk perceptions. In: Romer  D, ed. Reducing Adolescent Risk: Toward an Integrated Approach. Thousand Oaks, CA: Sage Publications; 2003:56-74.
Bachman JG, Johnston LD, O’Malley PM, Schulenberg JE. The Monitoring and Future Project After Thirty-Seven Years: Design and Procedures. Ann Arbor, MI: Institute for Social Research; 2011. Monitoring the Future Occasional Paper Series 76.
Crosnoe  R. Fitting In, Standing Out: Navigating the Social Challenges of High School to Get an Education. New York, NY: Cambridge University Press; 2011.
Schulenberg  JE, Maggs  JL.  A developmental perspective on alcohol use and heavy drinking during adolescence and the transition to young adulthood. J Stud Alcohol Suppl. 2002;(14):54-70.
PubMed
Chassin  L, Pitts  SC, Prost  J.  Binge drinking trajectories from adolescence to emerging adulthood in a high-risk sample: predictors and substance abuse outcomes. J Consult Clin Psychol. 2002;70(1):67-78.
PubMed   |  Link to Article
Schulenberg  J, Wadsworth  K, O’Malley  P, Bachman  J, Johnston  L.  Adolescent risk factors for binge drinking during the transition to young adulthood. Dev Psychol. 1996;32:659-674.
Link to Article
Koplewicz  HS, Gurian  A, Williams  K.  The era of affluence and its discontents. J Am Acad Child Adolesc Psychiatry. 2009;48(11):1053-1055.
PubMed   |  Link to Article
Drug Abuse Warning Network. National estimates of drug-related emergency department visits. 2004-2010. http://www.samhsa.gov/data/DAWN.aspx. Accessed October 6, 2012.

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