Can we predict adolescent cannabis use? A Bayesian semi-parametric approach to project future trends.

Despite its decrease in many Western countries, cannabis remains the most used illicit substance among adolescents. This study aims to summarize cannabis consumption during the last two decades and project trends among 15-year-olds in the 2021-22 HBSC survey. A Bayesian semi-parametric hierarchical model was adopted to estimate the trend of cannabis consumption using data of about 287,000 adolescents from the 2001/2002 to the 2017/2018 HBSC wave and the 38 countries that met the inclusion criteria. Data show an overall decline in most countries for both boys and girls. However, in 22 countries of 38 cannabis use is expected to increase again in our projection. The discussion of these findings should take into account cultural, policy, social factors and unpredictable events such as the Covid-19 pandemic, that can significantly impact future trends leading to discrepancies between the projected and observed values. However, these discrepancies can provide insight into understanding the potential impact of preventive strategies and the underlying processes responsible for changes in cannabis use over time.

Are anxiety, depression, and stress distinguishable in Italian adolescents? an examination through the Depression Anxiety Stress Scales-21.

The adolescents' ability to discriminate between different negative emotional states is still under debate. The Depression Anxiety Stress Scales-21 (DASS-21) serves as a useful tool to unravel this issue, yet the literature on its structural validity in young people is ambiguous. Therefore, this study aimed to expand knowledge on the emotional experience of youth by investigating the factor structure and psychometric properties of the DASS-21 in Italian adolescents. Six hundred fifty-five students (60.6% girls) aged 14-18 (M = 16.3 ± 1.29) completed an online survey containing the DASS-21 and Positive and Negative Affect Schedule (PANAS). To evaluate the factor structure of the DASS-21, several alternative models were tested, also adopting an Exploratory Structural Equation Modeling (ESEM) procedure. Measurement invariance, reliability, validity, and latent means differences were addressed. The ESEM model with three correlated factors of Depression, Anxiety, and Stress yielded the best fit to the data, supporting a hierarchical structure of the DASS-21. In addition, this model was invariant across sex and age groups. The Anxiety scale predicted both positive and negative affect, while Depression predicted positive affect only. Finally, girls scored higher than boys on Anxiety and Depression, but no age differences emerged. Overall, our results indicate that anxiety, depression, and stress are distinguishable in Italian adolescents but, simultaneously, share an underlying condition of general distress, which may explain the comorbidity between internalizing problems. Such findings are discussed in terms of clinical and preventive implications for the adolescent population.

Yes, I will do it! Factors promoting the intention to volunteer after COVID-19 pandemic in Italy.

This cross-sectional study assessed the extent to which the intention to volunteer after the COVID-19 pandemic is associated with resilience, post-traumatic growth, and community service self-efficacy in a representative Italian sample (N = 295; Mage = 44.77; SD = 14.79; range = 18-83 years; 53.22% men). The model tested through a path analysis revealed a positive association between community service self-efficacy and intention to continue volunteering. Multi-group comparisons revealed that this relationship was maintained in participants who were active volunteers, while in the group of former volunteers, only a positive association between post-traumatic growth and intention to volunteer was found. This study contributed to highlight the importance of community service self-efficacy and post-traumatic growth in the volunteering experience and the intention to continue volunteering in the future.

Changing to Impress: Testing a Mediation Model from Instagram Self-presentation to Cosmetic Surgery.

BACKGROUND: This study examined the relationship between false self-presentation on Instagram and consideration of cosmetic surgery through the mediating role of body image control in photos (BICP), photo manipulation, and body shame. We predicted that false self-presentation on Instagram was indirectly associated with cosmetic surgery intentions through the aforementioned constructs. METHODS: A total of 504 young Italian adults (28.2% males, 18-30 years) completed an online survey. They completed a questionnaire containing the Self-presentation on Instagram Questionnaire, the Body Image Control in Photos Questionnaire-revised, the Photo Manipulation Scale, the Objectified Body Consciousness Scale, and the Acceptance of Cosmetic Surgery Scale. The pattern of associations between the constructs was analyzed via path analysis. RESULTS: The results show that false self-presentation on Instagram was associated with photo manipulation, both directly and indirectly, through BICP. Furthermore, photo manipulation was linked to body shame, but neither of them was associated with cosmetic surgery intentions. Finally, false self-presentation on Instagram was associated with the consideration of cosmetic surgery only through the mediation of BICP. CONCLUSION: Findings indicate that self-presentation styles might affect Instagram photo behaviors and individuals' cosmetic surgery intentions, suggesting that surgeons should fully examine patients' motivations before providing them with services. Furthermore, intervention programs encouraging users to present a more authentic version of themselves online might reduce the risk of self-objectification and reduce the consideration of procedures aimed at modifying one's body for purely aesthetic reasons. LEVEL OF EVIDENCE V: This journal requires that authors assign a level of evidence to each article. For a full description of these Evidence-Based Medicine ratings, please refer to the Table of Contents or the online Instructions to Authors www.springer.com/00266 .

A focus on adolescent substance use in Europe, central Asia and Canada. Health Behaviour in School-aged Children international report from the 2021/2022 survey. Volume 3

The Health Behaviour in School-aged Children (HBSC) study is a large school-based survey carried out every four years in collaboration with the WHO Regional Office for Europe. HBSC data are used at national/regional and international levels to gain new insights into adolescent health and well-being, understand the social determinants of health and inform policy and practice to improve young people’s lives. The 2021/2022 HBSC survey data are accompanied by a series of volumes that summarize the key findings around specific health topics. This report, Volume 3 in the series, focuses on adolescent substance use, using the unique HBSC evidence on adolescents aged 11, 13 and 15 years across 44 countries and regions in Europe, central Asia and Canada. It describes the status of adolescent substance use (cigarette smoking, electronic cigarette use, alcohol consumption, drunkenness and cannabis use), the role of gender, age and social inequality, and how adolescent substance use has changed over time. Findings from the 2021/2022 HBSC survey provide an important evidence benchmark for current research, intervention and policy-planning.

Adolescent problematic gaming and its association with maternal behaviors: A dyadic study focusing on the relational-emotional correlates.

INTRODUCTION: Associations between Problematic Gaming (PG) and the relational-emotional correlates of parenting have been reported in the literature. Previous research mostly collected information from adolescents, however, and suggested that little is known about the perceptions of parents and whether these are shared among parent-adolescent dyads. Therefore, this study aimed to (a) examine multiple informants' reports of adolescent PG and maternal behaviors (i.e., warmth and indifference) and (b) disentangle the associations between the behaviors shared by mothers and adolescents from those unique to each member. METHOD: Data were collected by using self-administered online questionnaires from 137 Italian mother-adolescent dyads in Italy. The mean age of adolescents (n = 92 males, n = 42 females, n = 3 nonbinary) was 14.68 (±1.25) years and that of mothers 47.48 (±4.69) years. Descriptive statistics and common fate model (CFM) analyses were conducted. RESULTS: Mothers reported higher scores of their offspring's PG. Within-reporter interclass correlations revealed positive associations between maternal indifference and adolescent PG for both informants. CFM indicated that correlations between maternal behaviors and adolescent PG based on shared perceptions did not reach statistical significance, whereas correlations based on unique mothers' perceptions were statistically significant for all the observed relationships. CONCLUSIONS: In the context of adolescent PG, mothers may have a heightened motivation to perceive their parenting as crucial. The multi-informant approach allows a more accurate examination of the associations between adolescent PG and maternal behaviors and underscores the need to consider discordant assessment of the same phenomenon between mothers and adolescents.

#SexyBodyPositive: When Sexualization Does Not Undermine Young Women's Body Image.

Research suggests that exposure to social networking sites portraying a thin and often sexualized beauty ideal reduces young women's body satisfaction, while exposure to body-positive content improves it. However, it is unclear whether sexualization could impair the beneficial effects of body-positivity messages. Young Italian women were exposed to one of three experimental conditions showing sexualized beauty ideals, sexualized body positivity, or non-sexualized body positivity that appeared either on Instagram (Study 1, N = 356) or TikTok (Study 2, N = 316). Across the two studies, results showed that, regardless of sexualization, exposure to body positivity increased body satisfaction and positive mood compared with pre-exposure measures, while exposure to sexualized beauty ideals reduced it. Participants in the sexualized beauty ideal condition also engaged in upward appearance social comparison whereas body positivity elicited downward comparison. Problematic social networking sites' use moderated the effects of condition on body satisfaction, appearance social comparison, and positive mood, while downward comparison mediated the relation between condition and body satisfaction and positive mood. Our results highlight both beneficial and critical aspects of body positivity that should be taken into consideration when designing body image interventions and policymaking.

Heterogeneity of smartphone impact on everyday life and its relationship with personality and psychopathology: A latent profile analysis.

BACKGROUND: The relationships between problematic smartphone use and psychological factors have been extensively investigated. However, previous studies generally used variable-centered approaches, which hinder an examination of the heterogeneity of smartphone impact on everyday life. OBJECTIVE: In the present study, we capitalized on latent profile analysis to identify various classes of smartphone owners based on the impact associated with smartphone use (e.g., unregulated usage, preference for smartphone-mediated social relationships) and to compare these classes in terms of established psychological risk factors for problematic smartphone use. METHOD: We surveyed 934 young adults with validated psychometric questionnaires to assess the impact of smartphones, psychopathological symptoms, self-esteem and impulsivity traits. RESULTS: Smartphone users fall into four latent profiles: users with low smartphone impact, users with average smartphone impact, problematic smartphone users, and users favoring online interactions. Individuals distributed in the problematic smartphone user profile were characterized by heightened psychopathological symptoms (stress, anxiety, depression, obsessive-compulsive tendencies) and impulsivity traits. Moreover, users who preferred online interactions exhibited the highest symptoms of social anxiety and the lowest levels of self-esteem. CONCLUSIONS: These findings further demonstrate the multidimensionality and heterogeneity of the impact of smartphone use, calling for tailored prevention and intervention strategies.

Desire thinking and craving as predictors of problematic Internet pornography use in women and men.

INTRODUCTION: According to the recent adaptation of the I-PACE model, desire thinking and craving might be closely related to problematic Internet pornography use. The overall aim of the present study was to investigate the role of two components of desire thinking (imaginal prefiguration and verbal perseveration) and craving in problematic Internet pornography use. Furthermore, we examined gender differences in the underlying mechanism linking desire thinking to problematic Internet pornography use. METHOD: A total of 414 Italian adults (mean age = 27.55 years, SD = 6.13; age range = 18-58; 53.6 % men) participated in this study. Participants completed an online survey to assess problematic Internet pornography use, pornography craving, desire thinking and problematic Internet use. Path analyses and a multi-group approach were used to test the relationships among variables and to explore gender differences. RESULTS: Imaginal prefiguration was associated to pornography craving which, in turn, was associated to verbal perseveration as proximal antecedent of problematic Internet pornography use, above and beyond the effect of age, relationship status, and problematic Internet use. Two paths significantly differed between men and women: the path between verbal perseveration and problematic Internet pornography, which for women was weaker and did not reach significance; and the path between problematic Internet use and problematic Internet pornography use that was not significant for women. CONCLUSIONS: In line with the I-PACE model, the present study provided support for the potential role of desire thinking in problematic Internet pornography use as a specific Internet-use disorder and expanded the literature in the field by testing unexplored gender differences. Preventive and clinical implications are discussed.

Structural gender inequality and gender differences in adolescent substance use: A multilevel study from 45 countries.

-Societal gender inequality relates to gender differences in adolescent substance use.-The gender gap in adolescent substance use is larger in countries with higher levels of gender inequality.-Girls in these countries were less likely to get drunk, use alcohol or smoke cigarettes than boys.

Maintaining social support while social distancing: The longitudinal benefit of basic psychological needs for symptoms of anxiety during the COVID-19 outbreak.

Although social distancing measures could be potentially perceived as thwarting conditions for basic psychological needs and thus causing psychological distress, off(on)line social support could compensate for this frustration by providing psychological proximity. Using self-determination theory, in this study, we aimed (a) to evaluate the change of perception in need satisfaction over time (before and during home-confinement and after a month of lockdown) and (b) to test the short-term longitudinal association between off(on)line social support, basic needs, and anxiety during social distancing measures in response to the COVID-19 outbreak. During the lockdown period decreed by Italy in March 2019 to confront the COVID-19 emergency, 1344 participants completed an online questionnaire and 131 participants completed a follow-up after 1 month. Results showed a decrease in need satisfaction during home confinement and a further reduction after a month of lockdown. Cross-sectional path analysis showed that both online and offline social support were associated with higher need satisfaction, which, in turn, was related to a lower level of anxiety. Longitudinal paths also confirmed the association between need satisfaction and anxiety. Collectively, these results suggest that maintaining psychological proximity despite social distancing measures may provide important avenues for reducing negative outcomes during forced home confinement.

The Effect of Problematic Social Media Use on Happiness among Adolescents: The Mediating Role of Lifestyle Habits.

Background: Although the relationship between problematic social media use (PSMU) and happiness has been already explored, less is known about the mechanisms that translate PSMU into lower happiness through lifestyle habits. Therefore, the current study focuses on the association between PSMU and happiness, exploring a mediating effect of lifestyle habits (e.g., difficulties in getting to sleep and frequency of physical activity) among Italian adolescents. Methods: A total of 58,976 Italian adolescents (mean age = 13.6, SD = 1.63; age range = 10.5−16.5; 49.4% females) were included. The pattern of relationships specified by the theoretical model was examined through path analysis. Results: Difficulties in getting to sleep (ß = −0.037, p < 0.001) and frequency of physical activity (ß = −0.012, p < 0.001) were mediators in the relationship between PSMU and happiness. Multi-group analyses across gender and age groups (11, 13, and 15 years old) showed that the chain mediating effect of the frequency of physical activity on the difficulties in getting to sleep was not significant for females but significant for males and for all of the three age groups. Overall, females and older ages were sensitive to the whole model. Conclusion: Along with difficulties in getting to sleep and the frequency of physical activity, lifestyle habits may contribute to the association between PSMU and happiness. We also recommend that future studies focus on PSMU in females and older adolescents, as they show more general sleep problems and reduced physical activity.

Problematic gaming risk among European adolescents: a cross-national evaluation of individual and socio-economic factors.

BACKGROUND AND AIMS: Previous research has identified numerous risk and protective factors of adolescent problematic gaming (PG) at the individual and social levels; however, the influence of socio-economic indicators on PG is less known. This study aimed to measure the contribution of individual and socio-economic factors involved in PG risk among adolescents from 30 European countries. DESIGN: Multi-level logistic regression analysis of survey data from the 2019 European School Survey Project on Alcohol and Other Drugs (ESPAD) cross-sectional study using self-administered anonymous questionnaires. SETTING: Thirty European countries. PARTICIPANTS: A representative cohort of 15-16-year-old students (n = 88 998 students; males = 49.2%). MEASUREMENTS: The primary outcome measure was adolescents' (low and high) risk of PG. Individual key predictors included self-report assessments of socio-demographic characteristics, time spent gaming and family variables (parental regulation and monitoring, family support). Main country-level predictors comprised Gini coefficient for economic inequalities and benefits for families and children (% gross domestic product), retrieved from international public data sets and national thematic reports. The data analysis plan involved multi-level logistic regression. FINDINGS: Participants who reported stronger parental regulation [odds ratio (OR) = 0.81, 95% confidence interval (CI) = 0.79-0.83] and higher family support (OR = 0.93, 95% CI = 0.91-0.95) reported lower risk of PG. At the country-level, economic inequalities (OR = 1.05, 95% CI = 1.03-1.07) were positively associated with the risk of PG, while benefits for families and children (OR = 0.78, 95% CI = 0.70-0.89) were negatively correlated with the risk of PG. CONCLUSIONS: Supportive family environments, lower country-level economic inequalities and higher government expenditures on benefits for families and children appear to be associated with a lower risk of problematic gaming among European adolescents.

How Communication Technology Fosters Individual and Social Wellbeing During the Covid-19 Pandemic: Preliminary Support For a Digital Interaction Model.

The aim of the present study was to test an explanatory model for individual and social wellbeing which incorporates the advantages of using digital technologies during the COVID-19 pandemic. The study was carried out in Italy, one of the countries that has been most severely affected by the pandemic worldwide. The study was designed to include variables that might be specifically pertinent to the uniqueness of the restrictions imposed by the pandemic. Adults living in Italy (n = 1412) completed an online survey during the lockdown period in March 2020. Results showed two distinct digital interaction processes highlighted by the facilitating use of online emotions ("e-motions") and online social support ("e-support"). In short, e-motions were positively related to posttraumatic growth, which in turn was positively associated with positive mental health and higher engagement in prosocial behaviors. Moreover, individuals who perceived themselves as having greater e-support were characterized by higher levels of positive mental health, which it turn was positively associated with prosocial behaviors. Collectively, these two digital interaction processes suggest that digital technologies appear to be critical resources in helping individuals cope with difficulties raised by the COVID-19 pandemic.

Instagram Sexualization: When posts make you feel dissatisfied and wanting to change your body.

Instagram is a visually centered social media that involves the presence of sexualized imagery posted by users. Such Instagram sexualization may have a negative impact on women's body image. The present study examined whether exposure to Instagram sexualization, namely posts of sexualized women along with appearance-related comments, affected women's body satisfaction and cosmetic surgery intentions. In doing so, it also considered the moderating role of Instagram Addiction Proclivity (IAP). Young Italian female participants (N = 247) were randomly exposed to one of four video conditions resulting from the combination of either sexualized or non-sexualized women's pictures on Instagram, paired with appearance or neutral comments. In the sexualized picture condition participants' body dissatisfaction increased compared to pre-exposure levels and to the non-sexualized picture condition. The type of comments did not affect participants' body satisfaction. Moreover, IAP predicted cosmetic surgery intentions and moderated their reactions to Instagram content. Indeed, the higher the IAP, the higher the cosmetic surgery intentions of participants viewing sexualized pictures with neutral comments and non-sexualized pictures with body appearance comments. These findings suggest that female Instagram users should be aware of the negative impacts of viewing sexualized imagery as well as the role that IAP may play.

Positive and negative urgency as a single coherent construct: Evidence from a large-scale network analysis in clinical and non-clinical samples.

AIMS: Negative and positive urgency are emotion-related impulsivity traits that are thought to be transdiagnostic factors in psychopathology. However, it has recently been claimed that these two traits are closely related to each other and that considering them separately might have limited conceptual and methodological value. The present study aimed to examine whether positive and negative urgency constructs constitute separate impulsivity traits. METHODS: In contrast to previous studies that have used latent variable approaches, this study employed an item-based network analysis conducted in two different samples: a large sample of non-clinical participants (N = 18,568) and a sample of clinical participants with psychiatric disorders (N = 385). RESULTS: The network analysis demonstrated that items denoting both positive and negative urgency cohere as a single cluster of items termed "general urgency" in both clinical and non-clinical samples, thereby suggesting that differentiating positive and negative urgency as separate constructs is not necessary. CONCLUSION: These findings have important implications for the conceptualization and assessment of urgency and, more broadly, for future research on impulsivity, personality, and psychopathology.

A test of the pathway model of problematic smartphone use.

BACKGROUND AND AIMS: Problematic smartphone use (PSU) has been described as a growing public health issue. In the current study, we aimed to provide a unique and comprehensive test of the pathway model of PSU. This model posits three distinct developmental pathways leading to PSU: (1) the excessive reassurance pathway, (2) the impulsive pathway and (3) the extraversion pathway. METHODS: Undergraduate students (n = 795, 69.8% female, mean age = 23.80 years, sd = 3.02) completed online self-report measures of PSU (addictive use, antisocial use and dangerous use) and the psychological features (personality traits and psychopathological symptoms) underlying the three pathways. RESULTS: Bayesian analyses revealed that addictive use is mainly driven by the excessive reassurance pathway and the impulsive pathway, for which candidate etiopathological factors include heightened negative urgency, a hyperactive behavioural inhibition system and symptoms of social anxiety. Dangerous and antisocial use are mainly driven by the impulsive pathway and the extraversion pathway, for which candidate etiopathological factors include specific impulsivity components (lack of premeditation and sensation seeking) and primary psychopathy (inclination to lie, lack of remorse, callousness and manipulativeness). DISCUSSION AND CONCLUSIONS: The present study constitutes the first comprehensive test of the pathway model of PSU. We provide robust and original results regarding the psychological dimensions associated with each of the postulated pathways of PSU, which should be taken into account when considering regulation of smartphone use or tailoring prevention protocols to reduce problematic usage patterns.

Goth Music and Depressive Symptoms among Adolescents: A Longitudinal Study.

Identification with Goth youth culture has been related to elevated levels of depression, self-harm and suicide ideation. However, this identification may be difficult to assess as Goth is stigmatized and adolescents may hesitate to self-identify. Conversely, adolescents readily respond to questions on their music preferences. This study addresses the potential link between liking Goth music and depressive symptoms in a four-year study among 10 to 15-year-olds (N = 940, M age = 12.4 at T1, 49% female). In this study, it was found that Goth music is only liked by a small minority of adolescents (4 to 11%). Both girls and boys who liked Goth music reported increased levels of depressive symptoms as they grew older. The findings of this study suggest that a preference for Goth music emerges as an early, sensitive marker of dormant or developing depressive symptoms in adolescents. The mechanisms through which music preferences can translate into or sustain depressive symptoms are discussed.

Problematic social media use: associations with health complaints among adolescents.

OBJECTIVE: Problematic Social Media Use (PSMU) has an addictive potential for young users. The aim of this study was to show the prevalence of PSMU across Italian regions and its association with health complaints. MATERIALS AND METHODS: Data are gathered from the Italian 2018 Health Behaviour in School-aged Children survey using a representative sample of Italian adolescents aged 11, 13 and 15 years (50.6% males). Participants completed self-administered questionnaires assessing PSMU and health complaints. RESULTS: PSMU affects 8.9% adolescents in Italy and the prevalence is quite consistent across regions. 13-year-olds girls showed the highest percentage of PSMU (13%). Problematic users of social media are more likely to report multiple somatic (OR = 1.84 [95% CI 1.82-1.85]) and psychological (OR = 2.60 [95% CI 2.58-2.63]) symptoms. CONCLUSIONS: PSMU represents a widespread problem in Italy. National prevention interventions are needed in order to promote a positive use of social media.