The theory of planned behavior: precursors of marijuana use in early adolescence?

Understanding drunkorexia behaviors among college students using the theory of planned behavior

Drunkorexia refers to high-risk behaviors that involve the intersection of disordered eating behaviors and risky alcohol consumption. This study utilized the extended Theory of Planned Behavior (TPB) to identify potential psychosocial factors that contribute to drunkorexia among students (484 undergraduate students) from a midwestern Mid-sized university. This cross-sectional study used online surveys designed to measure various drunkorexia-related behaviors including alcohol consumption, calorie restriction, excessive exercise, and purging utilizing antecedents of the TPB. About one-fourth of participants reported engagement in drunkorexia. The extended TPB model reported strong predictive validity for intention for calorie restriction, excessive exercise, and purging with instrumental attitudes and capacity being significant predictors for all three behaviors. Findings provide more profound insight regarding patterns of drunkorexia that could inform future theory-based interventions to address drunkorexia among college students.

Predicting cannabis use moderation among a sample of digital self-help subscribers: A machine learning study

BACKGROUND

For individuals who wish to reduce their cannabis use without formal help, there are a variety of self-help tools available. Although some are proven to be effective in reducing cannabis use, effect sizes are typically small. More insight into predictors of successful reduction of use among individuals who frequently use cannabis and desire to reduce/quit could help identify factors that contribute to successful cannabis use moderation.

METHODS

We analyzed data taken from a randomized controlled trial comparing the effectiveness of the digital cannabis intervention ICan to four online modules of educational information on cannabis. For the current study, we included 253 participants. Success was defined as reducing the grams of cannabis used in the past 7 days at baseline by at least 50 % at 6-month follow-up. To train and evaluate the machine learning models we used a nested k-fold cross-validation procedure.

RESULTS

The results show that the two models applied had comparable low AUROC values of .61 (Random Forest) and .57 (Logistic Regression). Not identifying oneself as a cannabis user, not using tobacco products, high levels of depressive symptoms, high levels of psychological distress and high initial cannabis use values were the relatively most important predictors for success, although overall the associations were not strong.

CONCLUSIONS

Our study found only modest prediction accuracy when using machine learning models to predict success among individuals who use cannabis and desire to reduce/quit and show interest in digital self-help tools.

School-Level Longitudinal Predictors of Alcohol, Cigarette, and Marijuana Use

This study analyzed measures aggregated at the school level to identify key predictors of drinking alcohol, binge drinking, smoking cigarettes, and using marijuana. Using data collected from 6th through 12th grade students between 2011 and 2015, we identify school-level variables that predict school-level prevalence in the subsequent year. Data included prior year assessments of: (1) school-wide prevalence, (2) perceived ease of access to drugs, (3) perceived adult disapproval of drug use, (4) perceived peer disapproval of drug use, and (5) perceived prevalence of drug use. We regressed grade-level behaviors on predictor variables from the previous school year. In middle schools, prior grade prevalence and prior grade perceived norms were significant predictors of subsequent grade prevalence. For high schools, prior year prevalence, aggregated peer norms, and perceived ease of access predicted subsequent use. These analyses provide evidence that a school's culture is predictive of changes in prevalence over time.

Exposure to Pro and Anti-Cannabis Social Media Messages and Teens' and College Students' Intentions to Use Cannabis

Content analyses have documented that posts about cannabis are increasingly common on social media. The relationship between the cannabis-related content to which teens and college students are exposed on social media and how such content may be associated with intentions to use and use of cannabis is less known, however. We conducted an online survey with teens (N = 350) who lived in Washington state using online survey panel participants in June 2018 and with college students (N = 966) in a Washington state-wide university system in February and March 2019. Participants in both samples reported seeing both pro-cannabis and anti-cannabis messages on social media platforms. Exposure to pro-cannabis messages on social media was associated with an increased intention to use cannabis. Exposure to anti-cannabis messages on social media was indirectly associated with decreased intentions to use cannabis through negative outcome beliefs of cannabis use and, among college students, through perceived norms. Among college students specifically, exposure to pro-cannabis messages on social media was also associated with more frequent cannabis use. Health communicators could focus anti-cannabis messaging on negative outcome beliefs among teens and college students as well as norms among college students to potentially influence constructs associated with intentions and use.

Evaluation of an Educational Intervention Based on Theory of Planned Behavior to Reduce Suicidal Ideation and Attempts in Drug Addicts Receiving Methadone: A Quasi-Experimental Study

BACKGROUND

Drug addiction can lead to suicidal ideation or suicide attempt so that half of those who attempt suicide have a history of substance abuse. The purpose of this study was to investigate the effect of educational intervention based on Theory of Planned Behavior (TPB) on reducing suicidal ideation and suicide attempt of addicts.

METHODS

A longitudinal quasi-experimental educational intervention was conducted on 200 methadone-treated addicts with suicidal ideation under the auspices of government addiction centers of Shiraz city from 2021 to 2022. Baseline data on demographic characteristics, suicidal ideation, and TPB questionnaire were collected from two groups at the beginning of the study and then three months after the intervention. The experiment group received educational intervention including sessions of individual and group counseling, training and organizational supports. The questionnaire was completed by both the experimental and control groups before the educational intervention and three months after the educational intervention. Data were analyzed using SPSS 22 software through independent t-test, Chi-square and paired t-test (p = 0.05).

RESULTS

The mean age of addicts in the experimental and control groups was 38.80 ± 11.64 and 39.41 ± 11.18 years, respectively (p = 0.206). 22% of the experimental group and 18% of the control group had a history of suicide. According to the results, there was no significant difference between the experimental and control groups in terms of knowledge, attitude, subjective norms and perceived behavioral control before the educational intervention, however, the mentioned variables increased significantly in the experimental group three months after the educational intervention. There was no significant difference in suicide attempt and suicidal ideation between the experimental and control groups before the educational intervention, however, there was a significant change in the experimental group after the educational intervention.

CONCLUSION

The results of the present study showed the effect of educational intervention on the knowledge, attitude, subjective norms, perceived behavioral control, suicidal ideation and suicidal attempt of addicts, thus confirming the effectiveness of the TPB-based intervention on reducing suicide of addicts.

Factors predicting the intention of drug abuse avoidance among adolescents in Pinlaung Township, Myanmar: predictive correlational design

BACKGROUND

Adolescence is a critical transition period and is at high risk for drug/substance abuse. In Myanmar, drug use is common among adolescents and is a public health concern. There are no studies of drug abuse prevention among Myanmar adolescents. Intentions to avoid drug abuse can be a protective factor for preventing drug abuse among adolescents. This study investigated the effects of sex, parental history of drug/alcohol abuse, self-efficacy, parental marital status, and family functioning on the intention of drug abuse avoidance among Myanmar adolescents.

METHODS

This is a predictive correlational study. The Biopsychosocial model was used as the theoretical framework of this study. A convenient sampling method was used to collect data from 157 students aged 13-18 years in a government school, middle school level and high school level, Pinlaung Town, Southern Shan State, Myanmar during the COVID-19 pandemic and political protests. G* power software was used to calculate the sample size. Data was collected by four self-administered questionnaires: a socio-demographic questionnaire, Thai Family Functioning Scale (TFFS), General Self-Efficacy Scale (GSE), and Intention of Drug Avoidance Scale (IDAS). Multiple linear regression was employed to analyze the data.

RESULTS

Five predictors, including biological sex, parental history without drug/alcohol abuse, self-efficacy, parental marital status, and family functioning, explained 24.4% of the variance in the intention of drug abuse avoidance among Myanmar adolescents (R 2 = .244, F (5,151) = 9.738, p = .000). In addition, only three factors, family functioning (β = .31, p < .001), biological sex (β = -.25, p < .01), and self-efficacy (β = .16, p < .05) statistically and significantly predicted the intention of drug abuse avoidance among Myanmar adolescents.

CONCLUSIONS

Family functioning, female gender, and self-efficacy predicted the intention of drug abuse avoidance among Myanmar adolescents in Pinlaung Township, Southern Shan State, Myanmar.

IMPLICATIONS OF THIS STUDY

The results of this study have implications for all stakeholders through research, education, practice, and policymaking leading to improve the intentions of drug abuse avoidance among Myanmar adolescents. Furthermore, the results of this study specifically contribute to create psychoeducational intervention programs for increasing intention to avoid substance use by promoting family functioning and self-efficacy of adolescents. This is especially proper for male adolescents who have less intention to avoid substance use.

Salient Beliefs Associated with Unsanctioned Adult Cannabis Use in an Evolving Socio-Political Environment

Background: The changing cannabis legal climate in the United States has been associated with increased prevalence of use, more favorable general attitudes, and cultural norms toward its use among young adults. The purpose of this study was to conceptualize salient beliefs governing illicit cannabis use within a state where medical use is legal and adult use remains illegal. Methods: Following an initial qualitative pilot, a prospective study (baseline and a 30-day follow-up) that utilized an electronic survey design was conducted. Students at a large US university (N = 514) completed a baseline assessment of cannabis use and Theory of Planned Behavior (TPB) constructs, and 169 completed the follow-up assessing actual behavior. Results: Roughly 60% reported illicit cannabis use. Attitude and subjective norms accounted for 57% of the variation in intention for cannabis use in the next 30 days, while intention and perceived behavioral control (PBC) explained 51% of the variation in prospective use. The majority of salient beliefs identified exhibited moderate to strong correlations with intention and behavior among the larger sample. Close friends and partners were identified as important referents, outcome expectations of relaxation, improved social functioning, and more enjoyment, as well as environmental factors, such as proximity to use, safe utilization location, and continued illegality of adult use exhibited strong associations to intention and behavior. Conclusions: The practical utility of the salient belief measures identified herein presents a useful foundation for interventions aimed at reducing illicit cannabis utilization among young adults.

Predictors of polysubstance vaping in emerging adults

BACKGROUND

Polysubstance use, which increases the risk for negative consequences of substance use, is common among emerging adults who regularly consume substances by vaping. Examining predictors of polysubstance vaping is crucial for understanding whether this novel form of substance consumption lends itself equally efficaciously to established forms of intervention for smoked substances.

OBJECTIVE

The current study aimed to examine whether modifiable cognitive risk factors for increased vaping in the form of attitudes, expectancies and norms can predict co-use of nicotine and cannabis among vapers over and above the effect of demographics, personality risk factors and anxiety, depression symptoms.

METHODS

Regular nicotine and cannabis vapers between 18 and 30 years were recruited online in Canada via a Qualtrics panel. Hierarchical binary logistic regression was used to predict membership in a polysubstance or a single substance vaping group. Demographics, personality risk factors, depression and anxiety symptoms were included as predictors in block 1; attitudes, expectancies and perceived norms of vaping were added in block 2.

RESULTS

Attitudes, expectancies and norms predicted polysubstance use over and above the effect of demographics, personality risk factors and anxiety, depression symptoms. Positive expectancies played a uniquely significant role in the prediction of polysubstance vaping.

CONCLUSIONS

Cognitive interventions targeting attitudes, expectancies and norms may be effective in prevention of polysubstance vaping, although positive expectancies appear to be the main unique factor that has an influence above and beyond all other cognitive factors related to vaping. Treatment and prevention programs should put special focus on lowering positive expectancies.

A cross-national study on adolescent substance use: Intentions, peer substance use, and parent-adolescent communication

This longitudinal two-wave cross-national study investigated whether intentions, friends' substance use, and parent-adolescent substance-use specific communication predict adolescent alcohol and cannabis use 1 year later, while estimating reversed links. The temporal order between these two substances was also examined. We used multi-group cross-lagged panel modeling on data from 2 ethnically and socioeconomically diverse samples: Sint Maarten (N = 350; M_age  = 14.19) and the Netherlands (N = 602; M_age  = 13.50). Results showed that in the Netherlands, cannabis use predicts more subsequent problems (alcohol use, intention to use cannabis, and affiliation with cannabis-using friends). But for Sint Maarten, alcohol use predicts more subsequent problems (cannabis use, intention to use alcohol, and affiliation with alcohol-using friends). These opposing results demonstrate that caution is warranted when generalizing results across countries.

Personal Social Networks and Relapses in Women With Substance Dependence: Application of the Theory of Planned Behavior

OBJECTIVE

Establishing positive network resources and rebuilding drug free networks are key components of recovery process for women with substance use disorder (SUDs). Theory of planned behavior (TPB) posits that behaviors are determined by behavioral intentions, which are determined by three factors: attitude toward the behavior, perceived behavioral control, and subjective norms. The current study applied TPB to examine whether women's personal social network characteristics (as subjective norms) were related to intentions towards, and/or a substance use relapse using prospective research design.

METHODS

Longitudinal data from 300 American women with SUD who received treatment at three county-funded, women-only intensive treatment programs was utilized for the current study.

RESULTS

Bayesian estimation path analyses indicated that attitude and abstinence self-efficacy at intake were not related to intention at the 6-month follow-up, but abstinence self-efficacy was directly related to substance use relapse by 12 months. Personal social network characteristics, number of treatment related persons in personal social network and sobriety support were significantly associated with intention at 6 months. The interaction between the numbers of treatment related persons and density was found on intention, suggesting that density strengthens the relationship between treatment related persons in network and intention. Intention to use substance was associated with relapse to substance use behavior.

CONCLUSION

Our findings support that personal social network characteristics can be considered as subjective norms in the TPB model. Personal social network interventions focusing on rebuilding consistent social norms against drug-using behaviors may decrease intention to use substance, which will lead to abstinence.

Motivations for marijuana use: use and associated negative consequences

Marijuana use has increased significantly among adolescents and young adults. It is important for prevention scientists to understand youth motivations for marijuana use in order to refine and/or create intervention to limit harm. The current study surveyed 114 marijuana using college students (67% women; 78% White) on their motivations for using marijuana, frequency of use and associated negative consequences, and theoretical and empirical influences on motivations and use. Results indicated that students most frequently endorsed enjoyment, sleep, and low-risk motivations for use. Variables associated with the Theory of Planned Behavior and Strain Theory were associated with a variety of motivations for use. Motivations, perceived behavioral control regarding marijuana, and parental active tracking were associated with frequency of use, while negative consequences were predicted by frequency of use and attitudes regarding marijuana. Researchers seeking to develop programs to prevent marijuana-related harm may benefit from focusing on the differential motivations for use observed.

Social Media, Marijuana and Sex: An Exploratory Study of Adolescents' Intentions to Use and College Students' Use of Marijuana

Recreational marijuana continues to be legalized in U.S. states, with popular media discussing connections between cannabis and the facilitation of sexual activity. We conducted two surveys with adolescents and college students in Washington state to examine the role of viewing social media and pro-marijuana content on sex-related marijuana expectancies and intentions to use. In Study 1, among adolescents (N = 350), we found connections between social media use, exposure to pro-marijuana content, and sex-related marijuana expectancies, with boys' sex-related marijuana expectancies predicting intentions to use marijuana. In Study 2, we expanded this research to college students (N = 966), with the addition of frequency of marijuana use as an outcome. For men, sex-related marijuana expectancies were negatively associated with marijuana use. Sex-related marijuana expectancies were not associated with intentions to use or use of marijuana among adolescent girls and college women. Our findings highlight how social media use is associated with increased exposure to pro-marijuana content for adolescents and college students, and how such content is associated with sex-related marijuana expectancies. The mixed relationships in our data between sex-related marijuana expectancies and intentions and use highlight potential gender and developmental differences.

Using the Theory of Reasoned Action to examine grandparent and maternal substance use on the cannabis use of children of teen mothers

BACKGROUND

Parental cannabis use is associated with increased risks of cannabis use among offspring, yet few studies have explored the mechanisms influencing intergenerational continuity in cannabis use. To understand the mechanism by which intergenerational cannabis use is influenced, this work explores cannabis use across three generations using a family expansion of the Theory of Reasoned Action (TRA).

METHODS

Data come from the Young Women and Child Development Study which began when teen mothers were pregnant and followed mother-child dyads for 17 years (N = 240). Constructs include cannabis use of grandparents, mothers, and teens, and TRA constructs of behavioral and normative beliefs, intention, and behavior. Hypotheses were tested using Structural Equation Modeling.

RESULTS

Grandfather's cannabis use was significantly linked to mother's normative beliefs (β = .22, p = .006), but not attitudes (β = .12, p = .182). Teen mothers' attitude was associated with intention (β = .79, p < .001); intention predicted cannabis behavior (β = .61, p < .001). Teen mothers' cannabis use was predictive of adolescent's attitude (β = .21, p = .002); attitude predicted intention (β = .73, p < .001) and intention predicted behavior (β = .60, p < .001).

DISCUSSION

Parents play an influential role in the cannabis use behaviors of adolescents. Future work should consider interventions that target both parent and adolescents, increasing knowledge and skills related to parent-child communication, parental monitoring, and positive parental role modeling to reduce intergenerational continuity of cannabis use.

Unplanned versus planned simultaneous alcohol and marijuana use in relation to substance use and consequences: Results from a longitudinal daily study

Objective: The current study expands the literature on simultaneous alcohol and marijuana (SAM) use by focusing on the distinction between unplanned and planned SAM use to identify potential intervention targets. This study explored whether unplanned or planned SAM use was associated with differences in alcohol and/or marijuana use and consequences. Method: A community sample of young adults (aged 18-25) with recent alcohol and SAM use was recruited [N = 409; mean (SD) = 21.61 (2.17) years; 50.9% female; 48.2% non-Hispanic/Latinx White]. Participants completed five 2-week bursts of online daily surveys (2 ×/day; 81.99% of morning and 82.23% of afternoon surveys completed) and reported on substance use intentions and behavior. Results: Descriptive findings showed that among days on which participants reported SAM use, 41.85% of the days were unplanned SAM use days. Based on daily-level results from multilevel models, on days with unplanned SAM use, young adults reported consuming fewer drinks, fewer hours high from marijuana, and lower subjective intoxication/high, compared to planned SAM use days, thus indicating that planned SAM use was riskier. Unplanned SAM use was not significantly associated with positive or negative consequences related to alcohol or marijuana, after accounting for the number of drinks or hours high from marijuana. Conclusions: Current findings suggest that interventions should target days on which young adults are planning to engage in SAM use. Future work is needed to identify factors that predict planned SAM use on specific occasions and also to disentangle the potential role of unplanned heavy use. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

Family Climate and Intention to Use Cannabis as Predictors of Cannabis Use and Cannabis-Related Problems among Young University Students

Determining the predictive variables associated with cannabis use and cannabis-related problems can ease the identification of young cannabis consumers who can benefit from prevention interventions. This study aimed: (1) to describe, among university students, the cannabis use and cannabis-use problems, intention to use cannabis and family climate based on the gender and the people the student lives with; (2) to explore whether the family climate and intention to use cannabis are predictors of cannabis use and cannabis-related problems. The sample was composed of 339 Spanish undergraduates (51.9% females) in a 17-to-25 age range (19.67 ± 1.53). The variables were assessed through a battery based on the ESPAD survey, cannabis abuse screening test, cannabis use intention questionnaire and family climate scale. More men than women had used cannabis in the precedent year and showed greater intention to use cannabis, whereas more women than men showed greater self-efficacy in not using cannabis. The family climate did not predict cannabis use and cannabis-related problems. However, subjective norms and self-efficacy were key predictors of cannabis use and cannabis-use problems, respectively. Different factors seemed to predict the use cannabis in the past year versus cannabis-related problems, and these differences may help inform the development and delivery of preventative efforts.

Friendship and Consumption Networks in Adolescents and Their Relationship to Stress and Cannabis Use Intention

Background: Cannabis is an illegal psychoactive substance that’s use is widespread among adolescents. During adolescence, many changes can cause stress. In this phase, the group of friends becomes increasingly important, being a situation of vulnerability for the beginning of cannabis use, either as an escape mechanism or due to peer’s influence. Therefore, the purpose of this study is to describe and analyze the structure of the consumption and friendship network, the intention to use cannabis, and the stress in a secondary school class. Methods: An online platform with validated self-reported questionnaires were used for data collection. Results: The sample consisted of adolescents (n = 20) aged 14–16 from a third-year class of compulsory secondary education in Ponferrada (León, Spain). Significant differences were obtained concerning consumption intention and the different network metrics in both the friendship and consumption networks. Subsequently, the representation of these networks was carried out. Conclusions: Social Network Analysis is a very useful tool that provides a picture of the context in which adolescents are located. In the consumption network, there are central actors who have not yet consumed cannabis; this is a crucial moment to implement prevention strategies.

Application of the theory of planned behavior to predict smoking intentions: cross-cultural comparison of Kenyan and American young adults

Despite well-established research on the applications of the theory of planned behavior (TPB) in the American culture, TPB has not been fully tested in the Kenyan culture. This study compared the applications of TPB in predicting smoking intentions (i.e., future and weekend smoking intentions) of Kenyan and American young adults. Data were collected from 252 Kenyans and 227 Americans. The Kenyan participants consisted of 41.7% females with a mean age of 25 years (SD = 4.81). The American participants (49.3% females) had an average age of 19 years (SD = 1.30). Multi-group path analysis was performed to test the equivalence of a TPB-based mediation model in Kenyans and Americans. Significant differences of TPB application were detected. In the American model, smoking consequence beliefs were indirectly associated with smoking intentions through attitudes whereas neither direct nor indirect effects of smoking consequence beliefs were detected in the Kenyan model. Instead, normative beliefs indirectly associated with future and weekend smoking intentions through attitudes and subjective norms in the Kenyan model. Despite some overlapping paths, there were cultural variations on specific associations among TPB constructs between Kenyans and Americans. Cultural adaptations may be needed when applying TPB in the Kenyan cultural context.

ICan, an Internet-based intervention to reduce cannabis use: study protocol for a randomized controlled trial

Background

Heavy cannabis use is associated with adverse physical and mental health effects. Despite available effective treatments, the majority of heavy cannabis users does not seek professional help. Web-based interventions can provide an alternative for cannabis users who are reluctant to seek professional help. Several web-based cannabis interventions are effective in reducing cannabis use; however, the effect sizes are typically small and attrition rates are typically high. This suggests that web-based programs can be an effective cannabis use intervention for some, while others may need additional substance use treatment after completing a web-based intervention. Therefore, it is important that web-based interventions do not solely focus on reducing cannabis use, but also on improving attitudes towards substance use treatment. The Screening Brief Intervention and Referral to Treatment (SBIRT) approach appears to be well suited for the purpose of reducing cannabis use and improving substance use treatment utilization. Based on the SBIRT approach—and based on cognitive behavioral therapy (CBT) and motivational interviewing (MI)—we developed the Internet-based cannabis reduction intervention ICan.

Methods/design

This protocol paper presents the design of a randomized controlled trial (RCT) in which we evaluate the effectiveness of the ICan intervention compared to four online modules of educational information on cannabis in a sample of Dutch frequent cannabis users. The primary outcome measure is frequency of cannabis use. Secondary outcome measures include the quantity of cannabis used (grams), the attitudes towards seeking help and the number of participants who enter specialized treatment services for cannabis use-related problems.

Discussion

To the best of our knowledge, ICan is the first Internet-based intervention for cannabis users that combines screening, a brief intervention—based on CBT and MI—and referral to treatment options.

Trial registration

The study is registered in the Netherlands Trial Register; identifier NL7668. Registered on 17 April 2019.

Attitudes, Subjective Norms, and Perceived Behavioral Control Associated with Age of First Use of Cannabis among Adolescents

BACKGROUND

Prevention of early age initiation of cannabis use is a national priority, highlighting the importance of identifying cannabis-specific attitudes, norms, and perceived behavioral control in relation to initiation age.

METHODS

Data were from the NEXT Generation Health Study, a national longitudinal sample of US adolescents followed from 10th grade (N = 1850). Cannabis-specific attitudes, norms, and perceived behavioral control were assessed at 10th grade. Age of first use was reported retrospectively 2-3 years after high-school and participants were categorized as early initiators (<14 years; 3.8%), high-school (HS) initiators (14-18 years; 35.6%), post-HS initiators (>18 years; 8.3%), or never users (52.3%).

RESULTS

Relative to never users, early initiators were more likely to endorse pro-use attitudes (AOR [adjusted odds ratio] = 2.39, 95% confidence interval [CI] = 1.27-4.50), less disapproving parental attitudes toward use (AOR = 2.50, 95% CI = 1.45-4.28), higher cannabis use among friends (AOR = 3.81, 95% CI = 2.21-6.60), and higher ease of access (AOR = 2.10, 95% CI = 1.14-3.87); HS initiators were similarly more likely to report less disapproving attitudes toward use (AOR = 1.55, 95% CI = 1.25-1.91), higher cannabis use among friends (AOR = 2.81, 95% CI = 2.18-3.65), and higher ease of access (AOR = 1.66, 95% CI = 1.21-2.28).

CONCLUSIONS

Earlier cannabis initiation was associated with more favorable cannabis attitudes, subjective norms, and perceived behavioral control, highlight these variables as potential intervention targets.

Why is Internet gaming disorder more prevalent among Chinese male than female adolescents? The role of cognitive mediators

BACKGROUND

Adolescent males were consistently reported to have a higher prevalence of Internet gaming disorder (IGD) than females. The mechanisms underlying the sex difference were potentially important for designing sex-specific interventions but were under-researched. Maladaptive cognitions were potential mediators between sex and adolescent IGD, as they were positively associated with both sex and adolescent IGD.

METHODS

A total of 3,075 students participated in a cross-sectional survey that was conducted in Guangzhou and Chengdu, China. IGD was measured by using the DSM-5 checklist and maladaptive cognitions were measured by the validated Chinese version of Revised Internet Gaming Cognition Scale (C-RIGCS). Structural equation modeling was used to test the mediation hypotheses.

RESULTS

Adolescent males showed a significantly higher prevalence of IGD than females (19.2% versus 7.8%, p < .05). Significant positive associations were found between sex and both maladaptive cognitions and IGD. The sex difference in IGD prevalence was partially mediated by the overall scale of C-RIGCS and its three subscales (i.e., perceived overvaluation of rewards of Internet gaming, perceived urges for playing Internet games, and perceived unwillingness to stop playing without completion of gaming tasks), with large mediation effect sizes ranging from 35.0% to 60.0% (Sobel test, p < ,01).

CONCLUSIONS

The higher levels of maladaptive cognitions among adolescent males explained a relatively large part of the substantially higher prevalence of IGD among adolescent males than females. Interventions targeting adolescent males may consider modifying such cognitions to reduce their IGD.

Smallholder perceptions of land restoration activities: rewetting tropical peatland oil palm areas in Sumatra, Indonesia

The Indonesian government committed to restoring over 2 million ha of degraded peatland by the end of 2020, mainly to reduce peat fires and greenhouse gas emissions. Although it is unlikely the government will meet this target, restoration projects are still underway. One restoration strategy involves blocking peatland drainage canals, but the consequences of this for smallholder farmers whose livelihoods are dependent on agriculture are unclear. This paper investigates perceived impacts of canal blocks on smallholder farmers and identifies factors that affect their willingness to accept canal blocks on their land. We use data from 181 household questionnaires collected in 2018 across three villages in Jambi province, Sumatra. We found that the majority of respondents would accept canal blocks on their farms, perceiving that the blocks would have no impact on yields or farm access, and would decrease fire risk. Respondents who would not accept blocks on their farms were more likely to use canals to access their farms and perceive that canal blocks would decrease yields. The majority of farmers unwilling to accept canal blocks did not change their mind when provided with an option of a block that would allow boat travel. Our results improve understanding of why some smallholders may be unwilling to engage with peatland restoration. Further research is needed to understand the impact of canal blocks on smallholders' yields. Engaging with stakeholders from the outset to understand farmers' concerns, and perceptions is key if the government is to succeed in meeting its peatland restoration target and to ensure that the costs and benefits of restoration are evenly shared between local stakeholders and other actors.

SUPPLEMENTARY INFORMATION

The online version contains supplementary material available at 10.1007/s10113-020-01737-z.

Predictors of shisha smoking among adolescent females in Western Iran in 2019: Using the Prototype-Willingness Model

INTRODUCTION

Given the increasing prevalence of shisha smoking (SS) in adolescent females, it is necessary to determine the factors influencing adolescent’s choice of shisha. This study aimed to determine predictors of shisha smoking among adolescent females in Western Iran based on the Prototype-Willingness Model (PWM).

METHODS

This cross-sectional study was conducted on 1302 adolescent females in Kermanshah city, western Iran, in 2019. The method was multi-stage sampling with a systematic random approach. Data were collected using a questionnaire consisting of sociodemographic questions, history of shisha smoking, and Prototype-Willingness Model structure-based questions. Data were analyzed using SPSS 22 software. Statistical tests included descriptive statistics, Pearson correlation test, and linear and logistic regression analyses.

RESULTS

The prevalence of current consumers of shisha was 20.4%. Attitude and behavioral willingness and subjective norms were the most important predictors of behavioral intentions, whereas subjective norms, attitudes, and prototypes were the most important predictors for behavioral willingness. The results obtained from the logistic regression analysis revealed that both pathways of PWM constructs (behavioral intention OR=1.37; behavioral willingness OR=1.32) were significant predicting factors for shisha smoking among adolescent females.

CONCLUSIONS

Given the efficient role of behavioral willingness and intention for shisha smoking (SS) in adolescent females, it is necessary to consider these structures in designing educational strategies for the prevention of adolescent smoking.

Youth's Proximity to Marijuana Retailers and Advertisements: Factors Associated with Washington State Adolescents' Intentions to Use Marijuana

The current study explored the influences of advertising exposure, numbers of marijuana retailers, distance to retailers, and constructs from the integrative model of behavioral prediction, including outcome beliefs, perceived norms, and efficacy, on youth's intentions to use marijuana in a state in which the use of recreational marijuana is legal. A state-wide online cross-sectional survey of 350 adolescents ages 13-17, residing in Washington state, was conducted in June 2018. The results of the regression analysis suggest that exposure to marijuana advertising, positive and negative outcome beliefs, and perceived peer norms were associated with intention to use marijuana. Distances to retailers moderated the relationships between exposure to advertising and intentions, as well as between positive outcome beliefs and intentions. States that have legalized recreational marijuana should continue considering the location of retailers in relation to neighborhoods and advertising regulations to reduce the appeal to youth. Additionally, prevention efforts could aim to influence outcome beliefs and norms in an attempt to reduce adolescents' intentions to use recreational marijuana.

Power of the Peer and Parent: Gender Differences, Norms, and Nonmedical Prescription Opioid Use Among Adolescents in South Central Kentucky

This study examined risk factors of nonmedical prescription opioid use (NMPOU) among adolescents and how risk factors differ by gender. In the fall of 2017, adolescents attending 6th through 12th grades across 44 schools in 10 south central Kentucky counties were invited to participate in an anonymous, school-based survey. A total of 11,761 adolescents completed the survey. Logistic regression was conducted to examine the association between NMPOU and constructs of the Theory of Reasoned Action (i.e., attitudes and subjective norms), descriptive norms (i.e., peer use), and parental control of prescription medications in the home. There were 297 (2.7%) adolescents who reported NMPOU in the past 12 months. In the adjusted multivariate logistic regression model, for both males and females, the adolescents who perceived that more of their peers engaged in NMPOU were significantly more likely to endorse NMPOU, whereas male and female adolescents who perceived their peers disapproved of use were significantly less likely to report NMPOU. Parent disapproval was significantly associated with decreased NMPOU for females only. Moderated regression analyses revealed that gender moderated the relationship between parental disapproval and NMPOU. We found that during adolescence, NMPOU is influenced by peer norms for both genders and parental norms for females. These results indicate that prevention efforts should focus on changing adolescents' peer and parental norms related to NMPOU.

Increasing Willingness to Use Synthetic Drugs if Offered among Electronic Dance Music Party Attendees, 2017-2019

Intention and willingness to use drugs are proximal predictors of drug use; however, willingness to use requires more research to inform prevention efforts. This study examines willingness to use drugs among electronic dance music (EDM) party attendees, a population at high risk for drug use. Data were examined from a repeated cross-sectional study of 2,426 adult EDM party attendees surveyed entering nightclubs and festivals in New York City from 2017 to 2019 using time-space sampling. Trends and correlates of reporting whether participants would use ten different synthetic drugs if offered by a friend in the next thirty days were examined. Ecstasy (31.9%), powder cocaine (25.5%), LSD (20.0%), and opioids (16.4%) were most likely to be used if offered. Willingness to use powder cocaine, LSD, ketamine, amphetamine, tryptamines, and 2C series drugs significantly increased from 2017 to 2019, particularly powder cocaine (increasing from 19.1% to 34.2%, p <.001). Any or more recent use of each drug was associated with increases in willingness to use. Past drug use is a consistent predictor of willingness to use if offered, and willingness to use is increasing in this population. Findings can inform prevention efforts by allowing better targeting of those at risk for use.

Extension of the Theory of Planned Behavior (TPB) to Predict Patterns of Marijuana Use among Young Iranian Adults

Background: Marijuana use is increasing among adolescents and young adults. Long-term marijuana use magnifies the risk of a wide variety of behavioral, cognitive-emotional, and neurological problems, and can be a gateway to use of other drugs. In the present study, we investigated the cognitive-emotional and behavioral predictors of marijuana use. To this end, young Iranian adults answered questions based on an extended Theory of Planned Behavior (TPB) and related it to marijuana use. We hypothesized that cognitive-emotional and behavioral factors would predict intention to use marijuana, and that this, in turn, would predict actual consumption. Methods: A total of 166 young Iranian adults (mean age: 20.51 years; 15.7% females) attending a walk-in center for drug use took part in this cross-sectional study. Participants completed questionnaires covering sociodemographic information, frequency of marijuana use per week, along with questionnaires assessing the following dimensions of the TPB: attitude towards marijuana use, subjective norms, self-efficacy to resist marijuana use, environmental constraints, problem-solving skills, and behavioral intention for marijuana use. Results: Mean marijuana use was found to be 4.6 times/week. Attitude towards marijuana use, subjective norms, environmental constraints, and behavioral intention to use marijuana were positively correlated to each other and with marijuana use/week. In contrast, higher self-efficacy and problem-solving skills were associated with lower marijuana use/week. The multiple regression analysis showed that a positive attitude to marijuana use, lower self-efficacy in resisting its use, higher behavioral intention, and poorer problem-solving skills predicted actual use. Conclusion: The pattern of results suggests that dimensions of TPB can explain marijuana use among young Iranian adults self-admitted to a walk-in center for drug use. Specifically, poor problem-solving skills, low self-efficacy in resisting marijuana use, and positive labelling of its use appeared to be the best predictors of actual use. It follows that prevention programs aimed at improving problem-solving skills and raising self-efficacy, along with educational interventions aimed at highlighting the negative effects of marijuana might decrease the risk of its use among young adults in Iran.

An application of a modified theory of planned behavior model to investigate adolescents' job safety knowledge, norms, attitude and intention to enact workplace safety and health skills

INTRODUCTION

For many reasons, including a lack of adequate safety training and education, U.S. adolescents experience a higher rate of job-related injury compared to adult workers. Widely used social-psychological theories in public health research and practice, such as the theory of planned behavior, may provide guidance for developing and evaluating school-based interventions to prepare adolescents for workplace hazards and risks.

METHOD

Using a structural equation modeling approach, the current study explores whether a modified theory of planned behavior model provides insight on 1,748 eighth graders' occupational safety and health (OSH) attitude, subjective norm, self-efficacy and behavioral intention, before and after receiving instruction on a free, national young worker safety and health curriculum. Reliability estimates for the measures were produced and direct and indirect associations between knowledge and other model constructs assessed.

RESULTS

Overall, the findings align with the theory of planned behavior. The structural equation model adequately fit the data; most path coefficients are statistically significant and knowledge has indirect effects on behavioral intention. Confirmatory factor analyses suggest that the knowledge, attitude, self-efficacy, and behavioral intention measures each reflect a unique dimension (reliability estimates ≥0.86), while the subjective norm measure did not perform adequately.

CONCLUSION

The findings presented provide support for using behavioral theory (specifically a modified theory of planned behavior) to investigate adolescents' knowledge, perceptions, and behavioral intention to engage in safe and healthful activities at work, an understanding of which may contribute to reducing the downstream burden of injury on this vulnerable population-the future workforce. Practical application: Health behavior theories, commonly used in the social and behavioral sciences, have utility and provide guidance for developing and evaluating OSH interventions, including those aimed at preventing injuries and promoting the health and safety of adolescent workers in the U.S., who are injured at higher rates than are adults.

'SI VIS VITAM, PARA MORTEM' terror management theory and psychosocial healthcare practice

Terror management theory (TMT) contends that the need to manage the anxiety evoked by the awareness of one's own mortality, through proximal and distal defenses, lies at the heart of any human motivation. Proximal defenses aim at dismissing death awareness. Distal defenses aim at keeping them out of frame. The terror management health model (TMHM) applies TMT to issues of health and illness. TMT and TMHM are both explored mainly through empirical positivist research and theoretical discussions. Very few publications relate to the implementation of TMT. This article suggests further applications of the TMHM in social work practice.

Prevalence and Psychosocial Correlates of Party-Drug Use and Associated Problems among University Students in the Netherlands

BACKGROUND

Recent developments in drug use patterns call for an investigation of current party-drug use and associated problems among college students, who appear to be an important target population for harm reduction interventions.

OBJECTIVES

In addition to reporting on party-drug use prevalence, we investigated whether initial use and continuation of party-drug use among students was associated with demographic, personality and psychosocial factors.

METHODS

An online questionnaire was administered to 446 students from a Dutch university, inquiring about party-drug use, demographic characteristics, social norms and personality (big five, impulsiveness, aggression). Univariate and multivariate bootstrapped linear regression analyses were used.

RESULTS

Of all students, 22.9% indicated having used party-drugs at least once, with a notable sex difference (39.2% of men vs. 16.2% of women). In contrast to the reported trends in Dutch nightlife, GHB was used rarely (lifetime 1.6%) and new psychoactive substances (NPS; 6.7%) appeared almost equally popular as amphetamines (7.6%) and cocaine (7%). Mild health/psychosocial problems (e.g., doing embarrassing things, feeling unwell) were common (65%), whereas serious problems (e.g., being hospitalized) were rare. Neuroticism, extraversion, conscientiousness and impulsiveness were associated with lifetime but not regular party-drug use. Of all predictors, lifetime and regular party-drug use were most strongly related to lenient injunctive and descriptive norms in friends, and a low motivation to comply with parents.

CONCLUSIONS

Our findings indicate that harm reduction/preventive interventions might profit from focusing on social norms, and targeting students who are highly involved in a pro-party-drug environment while experiencing less parental influence.

Population-level predictions from cannabis risk perceptions to active cannabis use prevalence in the United States, 1991-2014

INTRODUCTION

A mosaic of evidence links risk perceptions with drug use in adolescence, including population summaries to guide public health campaigns, as well as subject-specific estimates on preventing an adolescent's drug use by manipulating that individual's prior risk perceptions. We re-visit these issues with a public health perspective, asking whether population-level cannabis risk perceptions of school-attending adolescents at one grade level might predict cannabis use prevalence two and four grade levels later.

METHODS

From 1991 to 2014, each year's United States "Monitoring the Future" (MTF) study population included 8th-, 10th-, & 12th-graders. Two and four years later, statistically independent school samples of the same cohorts were drawn and assessed (n ~ 16,000/year). Population-level modeling estimated cannabis use prevalence at time "t" (12th-grade) regressed on that same cohort's cannabis risk perceptions as had been measured at time "t-4" (8th-grade) and time "t-2" (10th-grade).

RESULTS

Higher cannabis risk perception levels for 10th-graders predict lower cannabis use prevalence when 10th-graders have become 12th-graders (β̂=-0.12), and higher cannabis risk perception levels of 8th-graders predict lower cannabis prevalence when 8th-graders have become 10th-graders (β̂=-0.27); p-values < 0.05. Across four-year spans, the prediction is null (p-value = 0.619).

CONCLUSIONS

This within-cohort across-grade population-level prediction prompts questions for drug prevention specialists, including "Would a relatively small upward shift in a local area population's appraisal of risk perceptions be followed, two years later, by reduced population prevalence of cannabis use?" Future randomized trial designs, health education, or prevention efforts focused on altering early adolescent cannabis risk perceptions might provide the most convincing and definitive evidence.

A brief validated screen to identify boys and girls at risk for early marijuana use

To guide recruitment, the ABCD Study requires a method for identifying children at high risk for early-onset substance use that may be utilized during the recruitment process. This study was undertaken to inform the development of a brief screen for identifying youths' risk of early-onset substance use and other adverse outcomes. To be acceptable by participants in this context, consideration of potential items was limited to child characteristics previously determined to be potentially pertinent and parental cigarette smoking. To focus the analyses on a single target substance use outcome pertinent to the stated goals of the ABCD Study, early-onset marijuana use was selected. Utilizing data collected prior to the initiation of the ABCD Study, four longitudinal data sets were used in nine secondary data analyses to test, replicate and validate a brief screening assessment for boys and girls to identify those at risk for early-onset marijuana use by ages 14-15. The combination of child externalizing problems reported by the parent (4 items: destroys things belonging to his/her family or others; disobedience at school; lying or cheating; steals outside the home) and parent smoking (1 item) proved to be the optimal screen. This was largely replicated across the four data sets. Indicators of predictive efficiency were modest in magnitude and statistically significant in 8 out of the 9 analyses. The results informed the screen's optimal threshold for identifying children at risk for early-onset marijuana use. The addition of child internalizing problems did not improve these predictions. Further analyses showed the predictive utility of the screen for several other substance use outcomes at ages 15 to 18, including alcohol and nicotine use. The results support the use of a short screening assessment to identify youth at risk for early-onset substance use in the ABCD Study and other research.

Sex and age differences in risk factors of marijuana involvement during adolescence

Objectives

We aimed to examine whether there are sex and age differences in psychosocial risk factors of marijuana use during adolescence.

Methods

Data were drawn from 57,767 adolescents (8^th and 10^th graders) from the 2012-2013 Monitoring the Future study. We examined the association between socio-demographic and behavioral correlates with different frequencies of past-year marijuana use (non-use, occasional use: <10 time, frequent use: 10-39 times, and regular use: 40+ times). We further investigated whether these associations were similar for boys and girls of different ages.

Results

Overall, 20.6% of the adolescents reported past-year marijuana use: 12.1% occasional use, 4.3% frequent use, and 3.8% regular use. Girls were less likely to be frequent and regular marijuana users (frequent use: OR=0.83 [0.75, 0.93]; regular use: OR=0.41 [0.36, 0.48]) while no sex difference was noted for occasional use. Also, the odds of deviant behaviors were higher as the frequencies of marijuana use were higher. Compared to younger girls, older boys and girls had higher association between all levels of marijuana use and low self-esteem, low perceived harm, peer influence and perceived easy access. Besides, younger boys were more likely than younger girls to report an association between regular marijuana use with low self-esteem, peer influence, and perceived easy access but not with perceived low harm.

Conclusions/Importance

Findings suggest the relationship between these psychosocial correlates and frequency of marijuana involvement varies across sex and age groups. These variations ask for a nuanced approach to prevention of marijuana involvement in different groups of youth.

Predictors of Adult E-Cigarette Users Vaporizing Cannabis Using E-Cigarettes and Vape-Pens

BACKGROUND

Given limited extant research, we assessed the use of portable, battery-powered cannabis vaporizers by adult e-cigarette users.

METHODS

522 adult vapers completed an online survey. Demographics; lifetime and past-month cannabis vaporization via e-cigarettes/vape-pens; preferences for hash oil, D-9-tetrahydrocannabinol (THC) wax, or dried buds; and cannabis vaporization beliefs and motives were examined. Demographics, age of e-cigarette onset, e-cigarette use frequency, state-level legal status of cannabis, cannabis vaping beliefs/motives, and impulsivity were examined as predictors of lifetime cannabis vaporization, past-month cannabis vaporization, and cannabis vaping frequency.

RESULTS

E-cigarette users reported lifetime (17.8%) and past-month (11.5%) cannabis vaporization. Vapers preferred hash oil (LT/PM 45.5/47.5%), THC wax (15.2/32.2%), and dried buds (39.4/35.6%). Motivations to vape cannabis included: it tastes better (39.3/37.9%), is healthier (42.9/39.7%), is easier to conceal/hide (35.7/46.6%), does not smell as strong (42.9/39.7%), is more convenient (42.9/27.6%), and produces a stronger/better high (58.1/40.7%) than smoking cannabis. Lifetime and past-month cannabis vaporization, respectively, were associated with initiating e-cigarette use at an earlier age (odds ratio (OR) = 0.09/0.88), being impulsive (OR = 2.25/3.23), having poor self-control (OR = 2.23/1.85), and vaporizing cannabis because it is easier to conceal/hide (OR = 2.45/2.48) or is more convenient than smoking cannabis (OR = 5.02/2.83). Frequency of vaping cannabis was associated with heavier e-cigarette use (η_p² = 0.10) and impulsivity (η_p² = 0.09).

CONCLUSIONS

Adult e-cigarette users are vaporizing cannabis using e-cigarettes/vape-pens. Efforts to curb cannabis vaporization may benefit from targeting impulsivity in users and regulating device features that facilitate or promote convenient, inconspicuous cannabis use.

Substance use avoidance among Iranian male adolescents: a comparison of three versions of the theory of reasoned action

The theory of reasoned action (TRA) is one of the most common models in predicting health-related behaviors and is used more often in health education studies. This study aimed to add two control constructs (perceived behavioral control - PBC and self-efficacy - SE) to the TRA and compare them using the structural equation modeling (SEM) for substance use avoidance among Iranian male adolescents in order to find out which model was a better fit in predicting the intention. This was a cross-sectional study carried out in Tehran, Iran. Data were collected from a random sample of high school male students (15-19 years of age) using a questionnaire containing items related to the TRA plus items reflecting two additional constructs (SE and PBC). In all, 433 students completed the questionnaires. The results obtained from SEM indicated a better fit to the data for the TRA with SE compared to the TPB (TRA with PBC) and TRA (χ2/df=2.55, RMSEA=0.072, CFI=0.96, NFI=0.94, NNFI=0.95, SRMR=0.058). Comparing SE and PBC, the results showed that self-efficacy was a better control construct in improving the TRA and predicting substance use avoidance intention (41%). The TRA with SE had a better model fit than TPB and the original version of the TRA.

Predictors of disapproval toward "hard drug" use among high school seniors in the US

Attitudes toward drug use strongly determine whether an individual initiates use. Personal disapproval toward the use of a particular drug is strongly protective against use; however, little is known regarding how the use of one drug affects attitudes toward the use of other drugs. Since marijuana use is on the rise in the US and disapproval toward use is decreasing, research is needed to determine whether the use of marijuana or other licit or illicit drugs reduces disapproval toward the use of "harder," more potentially dangerous drugs. The Monitoring the Future study assesses a national representative sample of high school seniors in the US each year. This study investigated predictors of disapproval toward the use of powder cocaine, crack, lysergic acid diethylamide (LSD), heroin, amphetamine, and ecstasy ("Molly") in a weighted sample of 29,054 students from five cohorts (2007-2011). Results suggest that lifetime use of cigarettes and use of more than one hard drug consistently lowered odds of disapproval. In multivariable models, lifetime alcohol use did not affect odds of disapproval and lifetime marijuana use (without the use of any "harder" drugs) lowered odds of disapproval of LSD, amphetamine, and ecstasy, but not cocaine, crack, or heroin. In conclusion, marijuana use within itself is not a consistent risk factor for lower disapproval toward the use of harder drugs. Cigarette and hard drug use, however, are more consistent risk factors. As marijuana prevalence increases and policy becomes more lenient toward recreational and medicinal use, public health and policy experts need to ensure that attitudinal-related risk does not increase for the use of other drugs.

Testing an expanded theory of planned behavior model to explain marijuana use among emerging adults in a promarijuana community

Opinions about marijuana use in the United States are becoming increasingly favorable, making it important to understand how psychosocial influences impact individuals' use in this context. Here, we used the theory of planned behavior to examine the influence of initial attitudes, norms, and efficacy to resist use on initial intentions and then to examine the effect of initial intentions on actual marijuana use measured 1 year later using data drawn from a community with relatively high use. We expanded the traditional theory of planned behavior model by investigating 2 types of normative influence (descriptive and injunctive) and 2 types of intentions (use intentions and proximity intentions), reasoning that exposure to high use in the population may produce high descriptive norms and proximity intentions overall, but not necessarily increase actual use. By contrast, we expected greater variability in injunctive norms and use intentions and that only use intentions would predict actual use. Consistent with hypotheses, intentions to use marijuana were predicted by injunctive norms (and attitudes) and in turn predicted marijuana use 1 year later. By contrast, descriptive norms were relatively high among all participants and did not predict intentions. Moreover, proximity intentions were not predictive of actual use. We also found that increasing intentions to use over a 1-year period predicted greater use. Given the greater efficacy of theory-based as compared with non-theory-based interventions, these findings provide critical information for the design of successful interventions to decrease marijuana-associated harms.

Marijuana use, motives, and change intentions in adolescents

Research typically focuses on motives to use or abstain from marijuana (MJ) in isolation; few studies have integrated both constructs in models of MJ use decision making. We expand the existing literature by integrating these motives in cognitive models of use and cessation in adolescents. We expected use motives to account for past use and intentions for future use, and for motives to abstain to dominate models explaining intention, desire, and self-efficacy for quitting. Adolescent MJ users (N = 162) reported their use and abstinence motives as well as their use and cessation behavior via online survey conducted in high schools. Past use was related to high conformity and low coping, while past cessation attempts were related to high enhancement motives. Intentions to use were related to low negative consequences and conformity, and high enhancement and expansion motives to use. Quitting intention was related to social motives to use, as was quitting self-efficacy. Self-efficacy was also related to high personal/peer beliefs motives to abstain. While past MJ use and intended future use were almost exclusively accounted for by use motives, both motives to use and abstain impacted self-reported cognitions associated with cessation in this sample of adolescent MJ users.

Perceived cannabis use norms and cannabis use among adolescents in the United States

Due to changes in cannabis policies, concerns about cannabis use (CU) in adolescents have increased. The population of nonwhite groups is growing quickly in the United States. We examined perceived CU norms and their association with CU and CU disorder (CUD) for White, Black, Hispanic, Native-American, Asian-American, Native Hawaiian/Pacific Islander (NH/PI), and mixed-race adolescents. Data were from adolescents (12-17 years) in the 2004-2012 National Surveys on Drug Use and Health (N = 163,837). Substance use and CUD were assessed by computer-assisted, self-interviewing methods. Blacks, Hispanics, Native-Americans, and mixed-race adolescents had greater odds of past-year CU and CUD than Whites. Among past-year cannabis users (CUs), Hispanics and Native-Americans had greater odds of having a CUD than Whites. Asian-Americans had the highest prevalence of perceived parental or close friends' CU disapproval. Native-Americans and mixed-race adolescents had lower odds than Whites of perceiving CU disapproval from parents or close friends. In adjusted analyses, adolescent's disapproval of CU, as well as perceived disapproval by parents or close friends, were associated with a decreased odds of CU in each racial/ethnic group, except for NHs/PIs. Adolescent's disapproval of CU was associated with a decreased odds of CUD among CUs for Whites (personal, parental, and close friends' disapproval), Hispanics (personal, parental, and close friends' disapproval), and mixed-race adolescents (personal, close friends' disapproval). Racial/ethnic differences in adolescent CU prevalence were somewhat consistent with adolescents' reports of CU norm patterns. Longitudinal research on CU health effects should oversample nonwhite adolescents to assure an adequate sample for analysis and reporting.

The power of the proposition: frequency of marijuana offers, parental knowledge, and adolescent marijuana use

BACKGROUND

The frequency with which adolescents are offered marijuana has been investigated as a predictor of marijuana use. The current study was designed to test whether the number of marijuana offers received provides an indirect path between parental knowledge and adolescents' marijuana use.

METHODS

Data from the nationally representative National Survey of Parents and Youth were examined. Analysis 1 tested the association between frequency of being offered marijuana and adolescents' (N=4264) marijuana usage in the subsequent year. Analysis 2, spanning a three-year time frame, tested whether the frequency of marijuana offers at the second year of the panel study bridged the relationship between parental knowledge in Year 1 and marijuana use in Year 3.

RESULTS

Analysis 1 indicated that the frequency with which adolescents were offered marijuana predicted usage one year later, after controlling for previous usage and nine other common predictors of marijuana use. Analysis 2 revealed an indirect relationship between parental knowledge and use through the number of marijuana offers the adolescent received.

CONCLUSION

There was a strong link between the number of offers received and adolescents' future marijuana use. Higher parental knowledge predicted reductions in offer frequency, which was associated with lower levels of marijuana use. Reducing the number of marijuana offers an adolescent receives could serve as a useful focus for intervention programs targeting parents.

Alcohol and marijuana use in middle school: comparing solitary and social-only users

PURPOSE

Middle school students with a history of solitary substance use are at elevated risk for substance problems by young adulthood. Understanding how these students differ from social-only users on substance use behaviors and consequences, normative beliefs, social influences, and attitudes can inform efforts to reduce solitary use and its related negative consequences.

METHODS

Sixth- to seventh-grade students completed an in-school survey. We compared those with a history of solitary versus social-only alcohol use (n = 202 and n = 616, respectively) and marijuana use (n = 92 and n = 208, respectively) on a range of substance use-related characteristics.

RESULTS

Any solitary use was reported by 25% of lifetime alcohol users and 31% of lifetime marijuana users. Those with a history of solitary use of either substance were more likely to hold positive expectancies about their use but also reported more negative consequences during the past year. Solitary users tended to have greater exposure to substance-using peers and more difficulty resisting offers to use. Compared with social-only drinkers, those with a history of solitary drinking perceived that more of their peers were alcohol users. Significant group differences were not found on negative outcome expectancies or attempts to cut down on substance use.

CONCLUSIONS

Solitary use is an important, yet, overlooked problem among middle school students who have just begun drinking or using marijuana. Results suggest that positive expectancies, peer influences, resistance self-efficacy, and normative beliefs may be important areas to target in reducing solitary use and the risk it poses for problematic use in young adulthood.

Homeschooled adolescents in the United States: developmental outcomes

The mission of schools has broadened beyond academics to address risk behaviors such as substance use, delinquency, and socialization problems. With an estimated 3.4% of all U.S. youth being homeschooled, this study examines how U.S. homeschoolers fare on these outcomes given their lack of access to these school services. Adolescents (ages 12-17) from the 2002 through 2011 National Surveys of Drug Use and Health (NSDUH) were divided based on school status (home vs. traditional schooling) and religious affiliation (stronger vs. weaker). Controlling for demographic differences, homeschoolers with weaker religious ties were three times more likely to report being behind their expected grade level and two and a half times more likely to report no extracurricular activities in the prior year than their traditionally schooled counterparts. This group was also more likely to report lax parental attitudes toward substance use. Findings suggest homeschoolers with weaker religious ties represent an at-risk group.

Factors mediating the association of the recency of parent's marijuana use and their adolescent children's subsequent initiation

This study was designed to determine whether the relation between parents' recency of (lifetime) marijuana use (RMU) and their adolescent children's subsequent marijuana initiation was mediated by the adolescents' expectancies regarding the consequences of usage, their anticipated severity of punishment for use, and their evaluative attitudes toward marijuana. Parents and their initially marijuana-abstinent adolescent children drawn from the National Survey of Parents and Youth were studied (N = 1,399). A bootstrapped multiple mediation analysis tested whether adolescents' expectations, anticipated punishment, and attitudes toward marijuana collected in the first year of the longitudinal study mediated the relationship between parents' RMU and their adolescent children's marijuana initiation 1 year later. Analysis revealed a statistically significant association between the parental measure and youths' subsequent initiation (p < .001). The three mediators were related significantly to parents' RMU and adolescents' usage. Individually, each variable mediated the association of the parental measure and that of their initially abstinent adolescents when usage was assessed 1 year later. The results offer insight into the positive association of parents' RMU with their child's marijuana use and provide insights that may be useful in future prevention efforts.