Social media use and risky behaviors in adolescents: A meta-analysis

IntroductionThis systematic review and meta-analysis examined the associations between social media use and risky behaviors during adolescence, and evaluated study characteristics (e.g., sample age, type of social media platform assessed) that may moderate these relationships.MethodsA comprehensive search strategy identified relevant studies from PsycInfo, PubMed, Google Scholar, and Proquest Dissertations and Theses Global.ResultsThe final sample included 27 independent cross-sectional studies with a total of 67,407 adolescents (M_age = 15.5, range: 12.6–18.0 years; 51.7% girls; 57.2% White). Results from random effects models indicated that there were positive, small-to-medium correlations between social media use and engagement in risky behaviors generally (r = 0.21, 95% CI = 0.16-0.25), substance use (r = 0.19, 95% CI = 0.12-0.26), and risky sexual behaviors (r = 0.21, 95% CI = 0.15-0.28). There were an insufficient number of independent samples available to conduct a random effect models for violence-related behaviors (k = 3). Moderator analyses suggested that studies assessing solely early social media platforms (e.g., Facebook/MySpace only) in relation to substance use had smaller effect sizes than substance use studies assessing a broader range of contemporary social media platforms. In addition, younger samples had larger effect sizes for studies focused on social media use and risky sexual behaviors.ConclusionsThe positive links identified between social media and risky behaviors during adolescence in this meta-analysis suggest that developmental theories of risk taking would benefit from incorporating the social media context. Longitudinal studies are needed to clarify directionality and make more specific practice and policy recommendations so that social media is a safe place in which adolescents can thrive.     

Gender differences in the association between conduct disorder and risky sexual behavior

Despite suggestions that there are gender differences in the association between conduct disorder (CD) and risky sexual behavior, limited empirical research has examined this question. Youth (N = 616) were recruited from four primary care clinics and completed questions related to risky sexual behavior, alcohol and marijuana use, and CD. Results of stratified multivariate models indicated that the association between CD and having four or more lifetime partners, having two or more partners in the last 3 months, and engaging in condomless sex was stronger among female youth. However, the association between CD and alcohol and other drug use before sex was stronger in male youth. This is an important contribution to our understanding of gender-specific manifestations of conduct disorder, and has the potential to inform screening and brief intervention efforts for this population.     

The effects of dating violence, substance use and risky sexual behavior among a diverse sample of Illinois youth

This study examines the relationship between dating violence, forced sexual intercourse (FSI), and four measures of sexual risk taking (i.e., age at first sex, number of recent (within the last three months) sex partners, alcohol/drug use at last sex, and condom use at last sex) among a sample of 1124 ethnically diverse sexually active adolescents in Illinois. Given conflicting reports regarding the role of gender in dating violence, and the dearth of research examining the role of gender in relations between dating violence, sexual violence, and sexual risk taking, we also examine whether gender moderates the relation between these constructs. The findings indicate significant relationships among dating violence and FSI and age at first sex, number of sexual partners, and condom use across various ethnic groups. Findings also show that when controlling for gender, dating violence and FSI are related to number of sexual partners and age at first intercourse regardless of ethnic group identification.     

Individual and contextual factors associated with tobacco,alcohol, and cannabis use among Chilean adolescents: A multilevel study

We studied the association between individual and contextual variables and the use of tobacco, alcohol, or cannabis in the last 30 days preceding the study, considering the hierarchical nature of students nested in schools. We used the 7th Chilean National School Survey of Substance Use (2007) covering 45,273 students (aged 12–21 years old) along with information from 1465 schools provided by the Chilean Ministry of Education. Multilevel univariable and multivariable logistic regression models were performed. We found a significant intra-class correlation within schools for all substances in the study. Common (e.g., availability of pocket money, more time spent with friends, poor parental monitoring, poor school bonding, bullying others, and lower risk perception of substance use) and unique predictors (e.g., school achievement on national tests) were identified. These findings may help in planning and conducting preventive interventions to reduce substance use.     

Adolescent risk behaviours and protective factors against peer influence

This study examined the relationships between protective factors and involvement in risk behaviour of Italian adolescents with friends involved in risk. Protective factors were drawn from models of peers and from individual skills (perceived regulatory self-efficacy, intolerant attitudes about deviance) and orientation (to health, school, religion). The data are from two waves, 1 year apart, of a questionnaire survey of adolescents in northwestern Italy. Participants were 908 adolescents (42% boys) ages 14–16 years. Results of a hierarchical regression revealed that religiosity is a protective factor and that friends' models for conventional behaviours and positive attitude about health can mitigate the influence of deviant friends on adolescent risk behaviour 1 year later, even after controlling for prior levels of risk behaviour. Possible implications of this study suggest the importance of implementing preventive interventions by involving the peer group, especially at about 16 years, and working with heterogeneous (deviant and nondeviant) groups.     

Reciprocal longitudinal associations between substance use and child-to-parent violence in adolescents

Child-to-parent violence (CPV) is a type of violence that has received little attention despite its increasing rates in Western countries. Several models state that substance abuse constitutes a risk factor for aggressive behavior and that relationships among these variables can be reciprocal. In this study, the temporal relationships among substance use and physical and psychological CPV were examined. A sample of 981 adolescents (mean age = 15.22 years, SD = 1.2 years) completed measures of substance use and CPV at three time points (T1, T2, and T3) spaced 6 months apart. The results indicated that T1 levels of substance use predicted an increase in psychological CPV at T2 and that T2 levels of substance use predicted an increase in physical CPV at T3. Additionally, several mediational mechanisms emerged between substance use at T1 and CPV at T3. Neither physical nor psychological CPV predicted an increase in substance use at any time. Multiple comparisons indicated that the predictive association between substance use and physical aggression against parents was significant only in boys. These findings suggest that preventive programs for CPV should include specific components for reducing substance use.     

Neuroticism and introversion are associated with salivary cortisol patterns in adolescents

Previous studies have yielded equivocal findings on the relationship between personality and cortisol activity. The present study examined associations between personality and cortisol activity in a large, diverse adolescent sample, while partialling the effects of relevant demographic and health-related covariates. A subsample of 230 participants (57% of whom reported elevated neuroticism) was selected from a larger sample of 16-18-year olds involved in a study on risk factors for emotional disorders. Subsample participants completed a battery of personality questionnaires, and saliva collection was requested several months later on three consecutive days at six time points per day, from wakeup to bedtime. Associations between personality and cortisol rhythms were examined using multilevel growth curve modeling. Neuroticism (N) and introversion (I) were significantly and differentially associated with features of diurnal cortisol patterns. Specifically, a significant N x gender interaction was observed, demonstrating flatter cortisol rhythms across the waking day among male participants with higher N. Elevated I, however, was associated with lower cortisol awakening responses for both male and female participants, and higher cortisol at the time of waking for male participants only. The present study supports personality as a significant predictor of diurnal cortisol patterns in late adolescence, after accounting for the effects of demographic and health covariates, and suggests that gender plays a role in moderating associations between personality and cortisol.     

Psychosocial factors related to mental distress among Norwegian adolescents

Objective: to investigate psychosocial factors associated with mental distress among adolescents. Methods: a questionnaire survey was conducted in nine secondary schools (n = 740) and three high schools (n = 548). The sample consisted of 1288 adolescents. Results: females reported more mental distress than males. Illicit substance use and peer social status of deviant behaviours was positively related to mental distress among males, whereas the status of attractiveness was positively associated with mental distress among females. Conclusions: interventions could focus on school problem behaviours, substance use and peer social status factors. The interventions should be targeted to gender-specific risk factors.     

Impulsivity and borderline personality as risk factors for suicide attempts among opioid-dependent individuals

The study aimed to examine the association of impulsivity and screening positively for borderline personality disorder (BPD+) as risk factors for suicide attempts among opioid-dependent individuals. The study used a case-control design with 775 opioid-dependent cases and 306 non-opioid-dependent controls. Cases were more likely than controls to screen BPD+ and to be classed as highly impulsive. Significant risk for lifetime suicide attempt was associated with screening BPD+ and also with high impulsivity. A number of risk factors were identified for suicide attempts among those with either high impulsivity or among those who screened BPD+: being female, a diagnosis of an anxiety disorder and a diagnosis of illicit drug dependence (other than opioid dependence). Opioid dependence was not a unique risk factor for suicide attempts among either the BPD+ group or the high impulsivity group. Although opioid dependence was not a unique risk factor for suicide attempts among those who screened BPD+, cases presented with multiple risk factors at substantially higher rates than controls. This research also highlights the importance of assessing impulsivity, in both clinical settings and research, particularly among those with a history of suicidal behaviour.     

Psychiatric functioning and substance use: factors associated with HIV risk among incarcerated adolescents

This study examined several types of psychiatric functioning (neuropsychiatric, emotional, and cognitive functioning) and substance use in relation to HIV risk behavior among 894 incarcerated girls and boys. Youth remanded to juvenile correctional facilities in a southern US state completed a structured interview regarding abuse history, emotional and behavioral difficulties, and demographics. Adolescents who experienced sullen affect were significantly more likely to engage in behaviors that put them at risk for HIV infection. Moreover, higher levels of alcohol use predicted HIV risk behavior. HIV prevention efforts need to address emotional distress as well as substance use among delinquent adolescents to reduce HIV risk behavior. Implications for treatment and future research are discussed.     

Smoking,alcohol consumption,and drug use among adolescents with psychiatric disorders compared with a population based sample

This study investigated frequencies of smoking, alcohol use, and illicit drug use by diagnostic category in 566 adolescent psychiatric patients, comparing this sample with 8173 adolescents from the general population in Norway who completed the Young-HUNT 3 survey. Frequencies of current alcohol use were high in both samples but were lower among psychiatric patients. Compared with adolescents in the general population, adolescents in the clinical sample had a higher prevalence of current smoking and over four times higher odds of having tried illicit drugs. In the clinical sample, those with mood disorders reported the highest frequencies of smoking, alcohol use, and illicit drug use, whereas those with autism spectrum disorders reported the lowest frequencies. Our results show an increased prevalence of risky health behaviors among adolescents with psychiatric disorders compared with the general population. The awareness of disorder-specific patterns of smoking and substance use may guide preventive measures.     

不同性别抑郁症患者自杀意念的相关危险因素比较

目的 研究抑郁症患者自杀意念相关因素的性别差异,为自杀的干预和预防提供更多的证据.方法 依据DSM-IV抑郁症诊断标准入组122例有自杀意念的抑郁症患者和129例无自杀意念的抑郁症患者,进行不同性别间各项目的比较分析.结果 男女抑郁症患者在婚姻、文化程度、职业、收入水平和生活事件、艾森克人格测验的内外倾向、神经质和掩饰性方面差异有统计学意义.结论 男性与女性抑郁症患者的自杀意念危险因素存在一定差异,健全的人格,积极的应对方式,良好的家庭环境,在自杀预防中有重要意义.     

Gender differences in emotional and behavioral disorders and service use among adolescent smokers: A nationwide Israeli study

Marked gender differences have been identified in cigarette smoking. In this study, we aimed to identify the gender-specific emotional and behavioral disorders among adolescent smokers and their consequent utilization of mental health services. We performed a nationwide survey study of an Israeli representative sample of 906 adolescents and their mothers. Mental disorders were assessed using the Development and Well-Being Assessment (DAWBA) Inventory. Levels of emotional and behavioral difficulties were evaluated using the Strengths and Difficulties Questionnaire (SDQ). Mental health services use and smoking habits were also assessed. Among non-smoker adolescents there were significant gender differences in almost all SDQ scales: emotional problems, pro-social, hyperactivity/inattention and conduct problems, whereas in the smoker group there was a difference only in the SDQ emotional problems scale (both self- and maternal-rated, P < 0.001 and P = 0.002, respectively). Only marginal difference was noted between males and females in help-seeking for emotional or behavioral problems. Over 50% of both male and female smokers in the study had untreated mental disorders (non-significant gender difference). The well-established gender differences in psychiatric symptomatology narrowed markedly in adolescent smokers; the typical gender difference in disruptive behaviors was lost in the adolescent smoking population. The implications of these findings are particularly relevant to developing more effective gender-specific programs to prevent youth smoking, to facilitate quitting and prepare primary care practitioners to identify mental disorders and behavioral problems in adolescents with a smoking history.     

Delay discounting and neurocognitive correlates among inner city adolescents with and without family history of substance use disorder

Adolescents with a family history (FH+) of substance use disorder (SUD) are at a greater risk for SUD, suggested to be partly due to the transmission of behavioral impulsivity. We used a delay discounting task to compare impulsivity in decision-making and its associated brain functioning among FH+ and FH - minority adolescents. Participants chose between Smaller Sooner (SS) and Larger Later (LL) rewards. The SS was available immediately (Now trials) or in the future (Not-Now trials), allowing for greater differentiation between impulsive decisions. The FH+ group showed greater impatience by responding SS more frequently than the FH - group, only on the Now trials, and even when the relative reward differences (RRD) increased. Surprisingly, there were no differences in brain activity between the groups. Combined, the groups showed greater reward activity during the Now vs. Not-Now trials in medial prefrontal/anterior cingulate, posterior cingulate, precuneus, and inferior frontal gyrus (i.e., an immediacy effect). As the RRD increased activation in the reward network decreased, including the striatum, possibly reflecting easy decision-making. These results indicate that risk for SUD, seen behaviorally among FH+ adolescents, may not yet be associated with discernable brain changes, suggesting that early intervention has the potential to reduce this risk.     

Prevalence of and risk factors for anxiety and depressive disorders in Nigerian adolescents with epilepsy

The emotional response of adolescents to a chronic illness like epilepsy may differ across cultures. This study was aimed at investigating the prevalence of and risk factors for anxiety and depressive disorders in a group of Nigerian adolescents with epilepsy. Adolescents with epilepsy (n=102) aged between 12 and 18 were assessed for anxiety and depressive disorders with the Diagnostic Interview Schedule for Children Version IV (DISC-IV). An anxiety disorder was diagnosed in 32 (31.37%) of the adolescents and a depressive disorder was reported in 29 (28.43%). Predictors of anxiety and depressive disorders by regression analysis include uncontrolled seizures, polytherapy, and felt stigma. Family factors such as parents' psychopathology and family stress are also moderately significant. Results show that emotional disorders in adolescents with epilepsy cut across cultures. Adequate monitoring, education targeted at reducing felt stigma, and family intervention programs are needed for early intervention.     

Psychosocial factors associated with help-seeking behavior among depressive adolescents

A group of 3,287 French school pupils between the age of 12 to 20 years, of whom 14.4% had sought consultation for depression, were investigated in order to analyse the factors related to the type of medical help obtained. Multivariate analyses showed that severe emotional distress alone did not explain the help-seeking behavior. Thus, among those adolescents with the same anxio-depressive level, girls, older adolescents, adolescents with parents living apart, with health worries, and adolescents often absent from school more often sought help for depression. Socioeconomic status, however, did not correlate with a higher level of consultation for depression. Adolescents attending medical services for depression had a higher consultation rate, for any reason, with general practitioners and with school nurses, in whom they confided more often than their counterparts. Nonmedical professionals also seemed to contribute to accessing to medical help for depression. Overall, those who consulted for depression, in very limited numbers turned to mental health services (8.4%).     

Self-reported anti-social behaviour: prevalence and risk factors amongst adolescents with and without intellectual disability

Background Research has suggested increased risk of anti-social behaviour amongst individuals with intellectual disability (ID). Methods This study reports the results of a secondary analysis of data relating to self-reported anti-social behaviour, obtained from the 1999 Office for National Statistics (ONS) study of the mental health of children and adolescents in Great Britain. Self-report data from 4174 adolescents was available. Within this group, a sub-group of 98 adolescents with ID was identified. Data covered a variety of sub-types of anti-social behaviour. Results Comparisons of individuals with ID and those without ID indicated a significantly higher prevalence of a number of types of self-reported anti-social behaviour in the ID sample. Further analyses indicated however, that these between group differences were accounted for by the higher rates of social deprivation and child mental health problems among the ID sample. Conclusions Rather than ID per se being associated with increased rates of anti-social behaviour, adolescents with ID may be more likely to experience risk factors (lower socio-economic status and mental health problems) known to be associated with anti-social behaviour. The clinical implications of this and possible future directions for research are discussed.     

Affective differences in Iowa Gambling Task performance associated with sexual risk taking and substance use among HIV-positive and HIV-negative men who have sex with men

We investigated the relationship between emotional distress and decision making in sexual risk and substance use behavior among 174 (ages 25 to 50 years, 53% black) men who have sex with men (MSM), a population at increased risk for HIV. The sample was stratified by HIV status. Measures of affective decision making, depression, anxiety, sex acts, and substance use during the past 60 days were collected at our research center. Negative binomial regression models were used to examine the relationship between age, HIV status, anxiety, depression, and IGT performance in the prediction of number of risky sex acts and substance use days. Among those without anxiety or depression, both number of risky sex acts and drug use days decreased with better performance during risky trials (i.e., last two blocks) of the IGT. For those with higher rates of anxiety, but not depression, IGT risk trial performance and risky sex acts increased concomitantly. Anxiety also interacted with IGT performance across all trials to predict substance use, such that anxiety was associated with greater substance use among those with better IGT performance. The opposite was true for those with depression, but only during risk trials. HIV-positive participants reported fewer substance use days than HIV-negative participants, but there was no difference in association between behavior and IGT performance by HIV status. Our findings suggest that anxiety may exacerbate risk-taking behavior when affective decision-making ability is intact. The relationship between affective decision making and risk taking may be sensitive to different profiles of emotional distress, as well as behavioral context. Investigations of affective decision making in sexual risk taking and substance use should examine different distress profiles separately, with implications for HIV prevention efforts.