The Association between State-Level Structural Racism and Alcohol and Tobacco Use Behaviors among a National Probability Sample of Black Americans.

BACKGROUND: Structural racism is how society maintains and promotes racial hierarchy and discrimination through established and interconnected systems. Structural racism is theorized to promote alcohol and tobacco use, which are risk factors for adverse health and cancer-health outcomes. The current study assesses the association between measures of state-level structural racism and alcohol and tobacco use among a national sample of 1,946 Black Americans. METHODS: An existing composite index of state-level structural racism including five dimensions (subscales; i.e., residential segregation and employment, economic, incarceration, and educational inequities) was merged with individual-level data from a national sample dataset. Hierarchical linear and logistic regression models, accounting for participant clustering at the state level, assessed associations between structural racism and frequency of alcohol use, frequency of binge drinking, smoking status, and smoking frequency. Two models were estimated for each behavioral outcome, one using the composite structural racism index and one modeling dimensions of structural racism in lieu of the composite measure, each controlling for individual-level covariates. RESULTS: Results indicated positive associations between the incarceration dimension of the structural racism index and binge drinking frequency, smoking status, and smoking frequency. An inverse association was detected between the education dimension and smoking status. CONCLUSIONS: Results suggest that state-level structural racism expressed in incarceration disparities, is positively associated with alcohol and tobacco use among Black Americans. IMPACT: Addressing structural racism, particularly in incarceration practices, through multilevel policy and intervention may help to reduce population-wide alcohol and tobacco use behaviors and improve the health outcomes of Black populations.

Substance Use Outcomes for Hispanic Emerging Adults Exposed to Incarceration of a Household Member during Childhood.

This study investigates whether Hispanic emerging adults exposed to household incarceration before age 18 report higher rates of past 30-day cigarette, alcohol, binge drinking, marijuana use, and negative substance use consequences, relative to participants not exposed to incarceration of a household member. Respondents were matched on key characteristics to create balanced groups of exposed and nonexposed respondents. Negative binomial regression models assessed primary research questions. There were significant long-term associations between household incarceration and the frequency of past 30-day binge drinking, marijuana use, and number of negative substance use consequences. Policies and health programs addressing household incarceration may be a promising prevention approach to reduce negative substance use outcomes among Hispanic emerging adults.

The Co-occurrence of Daily Smoking, Binge Drinking and IPV Among Latino Expectant Fathers.

Many Latino men have multiple risk factors that predispose them to chronic disease morbidity and mortality, yet few have examined patterns in this population. We describe the co-occurrence of daily smoking, binge drinking, and intimate partner violence (IPV) behaviors among Latino expectant fathers and examine factors associated with the co-occurrence of these behaviors. We conducted a secondary analysis of baseline data from the Parejas Trial, a randomized controlled trial testing a culturally tailored couples-based smoking cessation intervention. We used Kruskal-Wallis test statistics to explore the relationship of the co-occurring behavior and demographic and cultural factors. All participants smoked as was a requirement of being in the trial, but only 39% smoked daily. Forty three percent of the participants engaged in one behavior, 32% engaged in two behaviors, and 5% engaged in three behaviors, with binge drinking being the most common co-occurring behavior. In the bivariate analysis, higher stress (p = 0.01) and having more children (p = 0.003) were found to be positively significantly associated with the number of behaviors. Helping Latino expectant fathers manage with their stress may serve as tailoring points for future interventions to reduce risk behaviors.

At risk alcohol consumption with smoking by national background: Results from the Hispanic community health study/study of Latinos.

INTRODUCTION: Tobacco smoking and binge or excess drinking are unhealthy behaviors that frequently co-occur. Studies of Hispanics/Latinos have mostly been of Mexican Americans although there are substantial differences in smoking and drinking by heritage background. Associated with co-use by 5 subpopulations. METHODS: Cross-sectional data of 16,412 Hispanics/Latinos from Miami, the Bronx, Chicago and San Diego collected between 2008 and 2011 as part of the HCHS/SOL were analyzed. Smoking and alcohol consumption and demographic data were measured by self-report. Prevalence of smoking and alcohol consumption and co-use were reported. Logistic regression models examined the odds of co-use of smoking and binge or excess alcohol use by Hispanic/Latino background group. RESULTS: Men of Cuban (10.3%), Puerto Rican (8.9%), and Mexican (8.9%) background had the highest prevalence of co-use of smoking and binge drinking compared to men of Central American (6.1%) and Dominican (6.6%) background. Women of Dominican (16.4%) and Puerto Rican (19.7%) background had the highest prevalence of binge drinking compared to women of Central American (10%) and Cuban (8%) background and Puerto Rican (34.1%) and Cuban (21.8%) women were the most likely to report current smoking compared to women of Central American (8.3%) and Mexican (10.4%) background. Acculturation was not associated with co-use among men and women. Elevated depressive symptoms were positively associated with smoking and binge drinking among men, OR = 1.5 [1.2-2.0], and women, OR = 1.5 [1.1-2.2]. Puerto Rican women had increased odds of co-use of smoking and binge or excess drinking compared to Mexican American women, OR = 3.2 [1.5-6.6]. CONCLUSIONS: Puerto Rican and Dominican Latinas and Central American and South American men have a higher prevalence of co-use.

Risk Factors Related to Binge Drinking: A Comparative Study of American and South Korean Adolescents.

The characteristics of and risk factors associated with binge drinking among South Korean and American adolescents were identified in this study. Data on adolescents in the 9th to 12th grades were extracted from two nationwide data sets: the Korea Youth Risk Behavior Web-based Survey System and the U.S. Youth Risk Behavior Surveillance System. Binge drinking was observed among 16% of American adolescents during the past month and among 11.6% of Korean adolescents during the past year. For adolescents from both countries, the following seven similar significant factors were associated with binge drinking: female gender, higher grade, fighting-related injury experience, current cigarette smoking, preteen smoking initiation, participation in team sports, and depression. Among Korean adolescents, higher or lower level of academic achievement and inadequate sleep were additional unique factors associated with binge drinking. These results could be useful for developing interventions for adolescents engaging in binge drinking in both countries.

The role of acculturation and binge drinking on smoking status among Mexican Americans: Comparison by border residence.

BACKGROUND: Border Mexican Americans (MA) are exposed to poverty and under-education, all of which are predictors of cigarette smoking. METHODS: This study analyzed two epidemiologic surveys among border and non-border MA. In the border sample, interviews were conducted in urban areas of U.S.-Mexico border counties of California, Arizona, New Mexico, and Texas. The non-border sample consisted of respondents interviewed in Los Angeles, Houston, New York, Philadelphia, and Miami. Analyses were stratified by gender, adjusted for age and education, and modeled the effects of acculturation and binge drinking on cigarette smoking behavior. RESULTS: There were 2595 respondents, 1307 residing in border counties and 1288 from 5 other cities. There was no difference in cigarette smoking in the past 12 months between border and non-border MA among men (25.8% vs. 29.4%) or women (9.4% vs. 9.9%), respectively. Acculturation was not significantly related with cigarette smoking among men; however, women with high acculturation levels were more marginally likely to be past year smokers than those with low acculturation (RRR = 2.06, 95% CI 0.97-4.78). Binge drinking was associated with being past year smoker in both men (RRR = 3.54, 95% CI = 2.31-5.42) and women (RRR = 2.23, 95% CI 1.17-4.27), but not with being a former smoker. CONCLUSIONS: Border residence did not influence cigarette smoking behavior among Mexican Americans and both groups had significant associations between smoking and binge drinking.

Social Risk Factors of Black and White Adolescents' Substance Use: The Differential Role of Siblings and Best Friends.

Efforts to understand peer influence among adolescents have established the robust relationship between having substance using peers and future substance use. Still, research suggests that peer influence affects different types of adolescents in different ways. Black adolescents may be less susceptible to friends compared to white adolescents and possess stronger family-orientation, suggesting that siblings may affect deviance of Black adolescents whereas friends will have a minimal impact. This study used data from the first two waves of the National Longitudinal Study of Adolescent to Adult Health to evaluate the relative strength of best friend and siblings' influence as risk factors for Black and White adolescents' alcohol and cigarette use. Approximately 182 Black sibling pairs (37 % male) and 657 white sibling pairs (46 % male) that ranged in ages from 11 to 19 were in the longitudinal analyses for the current study. The findings demonstrated that sibling and best friends' substance use explained white adolescents' cigarette and alcohol use, whereas Black adolescents' cigarette and alcohol use was predominantly explained by siblings' substance use. Ultimately, the results indicated the nuanced role that two types of peers have in explaining variation in substance use across Black and White adolescents.

Health risk behaviors and depressive symptoms among Hispanic adolescents: Examining acculturation discrepancies and family functioning.

Drawing from a theory of bicultural family functioning 2 models were tested to examine the longitudinal effects of acculturation-related variables on adolescent health risk behaviors and depressive symptoms (HRB/DS) mediated by caregiver and adolescent reports of family functioning. One model examined the effects of caregiver-adolescent acculturation discrepancies in relation to family functioning and HRB/DS. A second model examined the individual effects of caregiver and adolescent acculturation components in relation to family functioning and HRB/DS. A sample of 302 recently immigrated Hispanic caregiver-child dyads completed measures of Hispanic and U.S. cultural practices, values, and identities at baseline (predictors); measures of family cohesion, family communications, and family involvement 6 months postbaseline (mediators); and only adolescents completed measures of smoking, binge drinking, inconsistent condom use, and depressive symptoms 1 year postbaseline (outcomes). Measures of family cohesion, family communications, and family involvement were used to conduct a confirmatory factor analysis to estimate the fit of a latent construct for family functioning. Key findings indicate that (a) adolescent acculturation components drove the effect of caregiver-adolescent acculturation discrepancies in relation to family functioning; (b) higher levels of adolescent family functioning were associated with less HRB/DS, whereas higher levels of caregiver family functioning were associated with more adolescent HRB/DS; (c) and only adolescent reports of family functioning mediated the effects of acculturation components and caregiver-adolescent acculturation discrepancies on HRB/DS.

Binge Drinking and Risk Taking Behavior Among Adolescent Females in Israel.

PURPOSE: This prospective study examined binge drinking and alcohol-related problem behavior among Israeli adolescent females attending public school or a residential facility for substance abuse treatment. PROBLEM: Scant information is known about adolescent females, especially those with high-risk (e.g., school dropout and immigrant origin) characteristics. METHODS: The authors hypothesized that school, residential treatment, and mothers' country of origin status are associated with binge drinking and problem behavior. FINDINGS: Females in residential treatment reported higher levels of binge drinking and problem behavior as expected. However, country of origin was not a significant factor differentiating the female adolescents in school or a residential facility. Logistic regression points to current cigarette smoking, ease of purchasing alcohol, unsupervised night activity, low religiosity, and being physically threatened as predictors of binge drinking and problem behavior. CONCLUSION: The lack of differences based on country of origin status points to acculturation as a possible reason for the homogeneity. Further research is needed to study the impact of acculturation as well as monitor the alcohol use patterns and problems of adolescents over time and across locations to address prevailing needs.

Racial/ethnic workplace discrimination: association with tobacco and alcohol use.

BACKGROUND: Experiences of discrimination are associated with tobacco and alcohol use, and work is a common setting where individuals experience racial/ethnic discrimination. Few studies have evaluated the association between workplace discrimination and these behaviors, and none have described associations across race/ethnicity. PURPOSE: To examine the association between workplace discrimination and tobacco and alcohol use in a large, multistate sample of U.S. adult respondents to the Behavioral Risk Factor Surveillance System survey Reactions to Race Module (2004-2010). METHODS: Multivariable logistic regression analyses evaluated cross-sectional associations between self-reported workplace discrimination and tobacco (current and daily smoking) and alcohol use (any and heavy use, and binge drinking) among all participants and stratified by race/ethnicity, adjusting for relevant covariates. Data were analyzed in 2013. RESULTS: Among respondents, 70,080 completed the workplace discrimination measure. Discrimination was more common among black non-Hispanic (21%), Hispanic (12%), and other race respondents (11%) than white non-Hispanics (4%) (p<0.001). In the total sample, discrimination was associated with current smoking (risk ratio [RR]=1.32, 95% CI=1.19, 1.47), daily smoking (RR=1.41, 95% CI=1.24, 1.61), and heavy drinking (RR=1.11, 95% CI=1.01, 1.22), but not binge or any drinking. Among Hispanics, workplace discrimination was associated with increased heavy and binge drinking, but not any alcohol use or smoking. Workplace discrimination among black non-Hispanics and white Non-Hispanics was associated with increased current and daily smoking, but not alcohol outcomes. CONCLUSIONS: Workplace discrimination is common, associated with smoking and alcohol use, and merits further policy attention, given the impact of these behaviors on morbidity and mortality.

Binge Drinking, Cannabis and Tobacco Use Among Ethnic Norwegian and Ethnic Minority Adolescents in Oslo, Norway.

The aim of the study was to assess prevalence and factors associated with binge drinking, cannabis use and tobacco use among ethnic Norwegians and ethnic minority adolescents in Oslo. We used data from a school-based cross-sectional survey of adolescents in junior- and senior high schools in Oslo, Norway. The participants were 10,934 adolescents aged 14-17 years, and just over half were females. The sample was comprised of 73.2 % ethnic Norwegian adolescents, 9.8 % 1st generation immigrants, and 17 % 2nd generation adolescents from Europe, the US, the Middle East, Asia and Africa. Logistic regression models were applied for the data analyses. Age, gender, religion, parental education, parent-adolescent relationships, depressive symptoms and loneliness were covariates in the regression models. Ethnic Norwegian adolescents reported the highest prevalence of binge drinking (16.1 %), whereas the lowest prevalence was found among 2nd generation adolescents from Asia (2.9 %). Likewise, the past-year prevalence for cannabis use ranged from 10.6 % among 2nd generation Europeans and those from the US to 3.7 % among 2nd generation Asians. For daily tobacco use, the prevalence ranged from 12.9 % among 2nd generation Europeans and the US to 5.1 % among 2nd generation Asians. Ethnicity, age, gender, religion, parental education, and parent-adolescent relationships and mental health status were significantly associated with binge drinking, cannabis and tobacco use. These factors partly explained the observed differences between ethnic Norwegians and ethnic minority adolescents in the current study. There are significant differences in substance use behaviors between ethnic Norwegian and immigrant youth. Factors like age, gender, religion, parental education and relationships and mental health status might influence the relationship between ethnicity and substance abuse. The findings have implications for planning selective- as well as universal prevention interventions.

Chronic disease and chronic disease risk factors among First Nations, Inuit and Métis populations of northern Canada.

INTRODUCTION: Aboriginal populations in northern Canada are experiencing rapid changes in their environments, which may negatively impact on health status. The purpose of our study was to compare chronic conditions and risk factors in northern Aboriginal populations, including First Nations (FN), Inuit and Métis populations, and northern non-Aboriginal populations. METHODS: Data were from the Canadian Community Health Survey for the period from 2005 to 2008. Weighted multiple logistic regression models tested the association between ethnic groups and health outcomes. Model covariates were age, sex, territory of residence, education and income. Odds ratios (ORs) are reported and a bootstrap method calculated 95% confidence intervals (CIs) and p values. RESULTS: Odds of having at least one chronic condition was significantly lower for the Inuit (OR = 0.59; 95% CI: 0.43-0.81) than for non-Aboriginal population, but similar among FN, Métis and non-Aboriginal populations. Prevalence of many risk factors was significantly different for Inuit, FN and Métis populations. CONCLUSION: Aboriginal populations in Canada's north have heterogeneous health status. Continued chronic disease and risk factor surveillance will be important to monitor changes over time and to evaluate the impact of public health interventions.

TITRE: Maladies chroniques et facteurs de risque chez les membres des Premières Nations, les Inuits et les Métis du Nord canadien. INTRODUCTION: Les populations autochtones du Nord canadien subissent des changements rapides dans leur environnement, ce qui peut avoir des effets nuisibles sur leur état de santé. Nous avons voulu comparer les maladies chroniques et les facteurs de risque des populations autochtones du Nord canadien, à savoir les Premières nations, les Inuits et les Métis, avec les populations non autochtones de la même zone. MÉTHODOLOGIE: Les données sont tirées de l'Enquête sur la santé dans les collectivités canadiennes de 2005 à 2008. Des modèles de régression logistique multiple pondérée ont servi à analyser l'association entre les groupes ethniques et les résultats de santé. Les covariables du modèle étaient l'âge, le sexe, le territoire de résidence, le niveau de scolarité et le revenu. Nous présentons les rapports de cotes (RC) et nous avons utilisé la méthode d'échantillonnage bootstrap pour calculer les intervalles de confiance (IC) à 95% et les valeurs p. RÉSULTATS: La probabilité d'avoir au moins une maladie chronique était significativement plus faible chez les Inuits (RC = 0,59; IC à 95 % : 0,43 à 0,81) que chez les non-Autochtones, mais elle était similaire chez les Premières nations, les Métis et les non-Autochtones. La prévalence de nombreux facteurs de risque était significativement différente chez les Inuits, les membres des Premières nations et les Métis. CONCLUSION: Les Autochtones du Nord canadien ont des états de santé hétérogènes. Le maintien d'une surveillance continue des maladies chroniques et des facteurs de risque va jouer un rôle important dans la mesure des évolutions et dans l'évaluation de l'impact des interventions en santé publique les concernant.

Identifying Aboriginal-specific AUDIT-C and AUDIT-3 cutoff scores for at-risk, high-risk, and likely dependent drinkers using measures of agreement with the 10-item Alcohol Use Disorders Identification Test.

BACKGROUND: The Alcohol Use Disorders Identification Test (AUDIT) is a 10-item alcohol screener that has been recommended for use in Aboriginal primary health care settings. The time it takes respondents to complete AUDIT, however, has proven to be a barrier to its routine delivery. Two shorter versions, AUDIT-C and AUDIT-3, have been used as screening instruments in primary health care. This paper aims to identify the AUDIT-C and AUDIT-3 cutoff scores that most closely identify individuals classified as being at-risk drinkers, high-risk drinkers, or likely alcohol dependent by the 10-item AUDIT. METHODS: Two cross-sectional surveys were conducted from June 2009 to May 2010 and from July 2010 to June 2011. Aboriginal Australian participants (N = 156) were recruited through an Aboriginal Community Controlled Health Service, and a community-based drug and alcohol treatment agency in rural New South Wales (NSW), and through community-based Aboriginal groups in Sydney NSW. Sensitivity, specificity, and positive and negative predictive values of each score on the AUDIT-C and AUDIT-3 were calculated, relative to cutoff scores on the 10-item AUDIT for at-risk, high-risk, and likely dependent drinkers. Receiver operating characteristic (ROC) curve analyses were conducted to measure the detection characteristics of AUDIT-C and AUDIT-3 for the three categories of risk. RESULTS: The areas under the receiver operating characteristic (AUROC) curves were high for drinkers classified as being at-risk, high-risk, and likely dependent. CONCLUSIONS: Recommended cutoff scores for Aboriginal Australians are as follows: at-risk drinkers AUDIT-C ≥ 5, AUDIT-3 ≥ 1; high-risk drinkers AUDIT-C ≥ 6, AUDIT-3 ≥ 2; and likely dependent drinkers AUDIT-C ≥ 9, AUDIT-3 ≥ 3. Adequate sensitivity and specificity were achieved for recommended cutoff scores. AUROC curves were above 0.90.

A latent class analysis of cancer risk behaviors among U.S. college students.

OBJECTIVE: The purpose of this study is to understand how cancer risk behaviors cluster in U.S. college students and vary by race and ethnicity. METHODS: Using the fall 2010 wave of the National College Health Assessment (NCHA), we conducted a latent class analysis (LCA) to evaluate the clustering of cancer risk behaviors/conditions: tobacco use, physical inactivity, unhealthy diet, alcohol binge drinking, and overweight/obesity. The identified clusters were then examined separately by students' self-reported race and ethnicity. RESULTS: Among 30,093 college students surveyed, results show a high prevalence of unhealthy diet as defined by insufficient fruit and vegetable intake (>95%) and physical inactivity (>60%). The LCA identified behavioral clustering for the entire sample and distinct clustering among Black and American Indian students. CONCLUSIONS: Cancer risk behaviors/conditions appear to cluster among college students differentially by race. Understanding how risk behaviors cluster in young adults can lend insight to racial disparities in cancer through adulthood. Health behavior interventions focused on modifying multiple risk behaviors and tailored to students' racial group could potentially have a much larger effect on cancer prevention than those targeting any single behavior.

Emerging adulthood themes, role transitions and substance use among Hispanics in Southern California.

INTRODUCTION: Hispanic emerging adults appear to be at especially high risk for substance use but little is known about their risk and protective factors. A crucial next step to reducing substance use among this priority population may involve understanding how transition-to-adulthood themes are associated with substance use. Intervention and prevention programs could also benefit from information about which if any specific transitions undergone in emerging adulthood are associated with substance use. METHODS: Hispanic emerging adults (aged 18 to 24) completed surveys indicating their identification with transition-to-adulthood themes, role transitions in the past year, and use of alcohol and marijuana. Logistic regression models were used to examine the associations between transition-to-adulthood themes and past-month binge drinking and marijuana use, controlling for age and gender. Separate logistic regression models explored the association between each individual role transition and past-month binge drinking and marijuana use, controlling for age and gender and using a Bonferonni correction. RESULTS: Among the participants (n=1,390), 41% were male, the average age was 21, 24% reported past-month marijuana use and 34% reported past-month binge drinking. Participants who felt emerging adulthood was a time of focusing on others were less likely to report marijuana use and binge drinking. Among the 24 transitions, five were significantly associated with past-month marijuana use and 10 were significantly associated with past-month binge drinking. CONCLUSION: Findings suggest transition-to-adulthood themes as well as specific changes experienced by emerging adults are meaningful for Hispanics and should be explored in prevention and intervention programs in the future. Future research should determine what specific mechanisms are making these transitional processes risk factors for substance use.

Prenatal alcohol exposure among Alaska Native/American Indian infants.

BACKGROUND: Recent reports indicate a decline in rates of Fetal Alcohol Syndrome (FAS) among Alaska Native and American Indian (AN/AI) infants. Nevertheless, AN/AI infants remain disproportionately impacted by the effects of prenatal alcohol exposure. METHODS: AN/AI pregnant women in their 3rd trimester completed a questionnaire on demographic data and the amount and frequency of their alcohol consumption in the month prior to conception and during pregnancy. Differences across demographics and trimesters were tested with the Chi-square, Fisher's exact or McNemar's test as appropriate. RESULTS: Of the 125 participants, 56% (n = 71) reported no alcohol consumption in the 1st through 3rd trimesters of pregnancy; 30% (n = 38) of the 125 participants also reported no alcohol consumption in the month before pregnancy. Of the 43% (n = 54) who reported consuming alcohol during pregnancy (1st, 2nd and/or 3rd trimester), most (35%) reported alcohol use only in the 1st trimester. Binge drinking in the 1st or 2nd trimester was reported amongst 20% (n = 25) of participants with an additional 18% (n = 29) reporting binge drinking in the month prior to pregnancy. Women who reported pre-conception binge drinking were significantly more likely to report binge drinking during their 1st trimester (p < 0.0001) and 2nd trimester (p < 0.0001). A history of tobacco use (p = 0.0403) and cigarette smoking during pregnancy (p < 0.0001) were also associated with binge drinking during pregnancy. CONCLUSION: Among study participants, reported use of alcohol was primarily limited to pre-conception and the 1st trimester, with a dramatic decrease in the 2nd and 3rd trimesters. Prevention programmes, such as the Alaska FAS Prevention Project, may have contributed to observed decreases in the 2nd and 3rd trimesters. Additional study and focus on pre-conception, the 1st trimester and binge drinking, as well as tobacco use might augment Fetal Alcohol Spectrum Disorder prevention efforts.

Alcohol misuse among older adult public housing residents.

Low-income older adults living in public housing are at heightened risk for substance misuse. This study identified the prevalence of alcohol misuse among older public housing residents (n = 187) and explored predictors of problem drinking. Including weekly drinking levels and binge drinking, 23% of the sample engaged in problem drinking behaviors. Logistic regression analysis revealed that race, gender, employment status, years smoking, and illegal drug use were significant predictors of problem drinking. No residents were receiving substance abuse treatment. As the number of older adults increase, training social workers to assess and treat alcohol misuse in older adults is critical.

Religion and selected health behaviors among Latinos in Texas.

Though research has shown that religion provides a protective influence with respect to a number of health-related outcomes, little work has examined its influence on patterns of alcohol (especially binge drinking) and tobacco consumption among Latinos in Texas. Thus, we used a probability sample of Texas adults to test this relationship via logistic regression. Our results revealed that clear distinctions emerge on the basis of both denomination and frequency of attendance. Specifically, Protestants who regularly attend religious services are significantly more likely to be abstainers and to have never smoked, while those with no religious affiliation exhibit relatively unfavorable risk profiles. These findings persist despite a range of socio-demographic controls. Our study supports the assertion that religion may serve as an important protective influence on risky health behaviors.

Risk factors of heavy episodic drinking among Korean adolescents.

The main objective of this study was to identify the risk factors and develop a decision tree model of heavy episodic drinking (HED) among adolescents. Data were obtained from a representative nationwide Korean population. Nine variables (such as last 30 days smoking, school grade, sex, depression, school achievement, level of stress, region, and economic status) were found as risk factors of HED. On the highest level of the tree root, major classification rule was played by dividing based on the last 30 days smoking and school grades. These findings should be helpful for school and mental healthcare providers to detect Korean adolescents with high possibility of HED, which will aid in planning of healthcare interventions for at-risk adolescents.