Predicting Adolescents’ Bullying Participation from Developmental Trajectories of Social Status and Behavior

The Relationship Between Family Functioning and Defending Behaviors Among Junior High School Students: The Mediating Effect of Empathy and Moderating Effect of Gender

Bystanders play a role in school bullying; more specifically, the defending behaviors of bystanders play an important role in stopping bullying. This study explores the relationship between defending behaviors and family functioning in the context of school bullying from a family perspective. The role played by individual characteristics (empathy and gender) in this relationship was also focused on. The participants were 994 adolescents (average age = 13.34 ± 0.92 years) from the east of China. They completed the McMaster Family Assessment Device, the Basic Empathy Scale, and the Defending Behaviors subscale of the Participant Role Questionnaire. After controlling for residence and age, we found that family functioning significantly and positively influenced defending behaviors, and cognitive empathy rather than affective empathy mediated the relationship between family functioning and defending behaviors. In addition, family functioning influenced defending behaviors in boys more strongly than in girls. This study may increase the likelihood that bystanders will engage in defending behaviors by informing interventions for school bullying.

The developmental trajectory of prosocial behavior in economically disadvantaged children: General tendencies and heterogeneity

INTRODUCTION

This study explored the general tendencies and heterogeneous developmental trajectory of prosocial behavior and predictors.

METHOD

The present study conducted latent growth model and growth mixture model analyses in a sample of 814 students (Mage = 13.79 years old at baseline; 57% girls) from economically disadvantaged families, classified as being below the local income threshold in China, with four follow-up surveys administered during the following 2 years.

RESULTS

The general tendency in the developmental trajectory of prosocial behavior showed a linear decrease. A gender difference in initial levels was observed, with girls showing a higher initial level of prosocial behavior than boys. Family functioning, subjective support, and support utilization significantly affected the intercept, but objective support significantly negatively affected the slope. Heterogeneity in the development of prosocial behavior was best classified with a 3-class solution, including C1 (Rapid-decrease, 10.6%), C2 (Medium-stable, 42.5%), and C3 (High-increase, 46.9%). The patterns of prosocial behavior development in economically disadvantaged children with higher family functioning were more likely to be in the High-increase Class than in the Rapid-decrease Class.

CONCLUSION

The present study revealed an average decline in the trajectories of prosocial behavior development in economically disadvantaged children. However, it also captured heterogeneous developmental trajectories. Furthermore, the study revealed that family functioning, subjective support, and support utilization all served as protective factors for prosocial behavior among economically disadvantaged children.

A Latent Transition Analysis of Aggression Victimization Patterns During the Transition from Primary to Middle School

School transitions provide contexts for adolescents to reconstruct peer relationships and re-establish social positions. Scarce research has captured the transition of aggressor and victim roles during this period and examined associated factors. To investigate the stability and shifts of aggressor and victim roles following the transition to middle school, this study conducted latent transition analysis with 1261 Chinese adolescents (32.6% female, Mage in Grade 6 = 12.1 years, SD = 0.7). Three subgroups were identified across Grades 5 to 8: aggressive-victims, victims and uninvolved. Adolescents were more likely to transition from aggressive-victim and victim roles to the uninvolved group during the transition to middle school compared to the transitions within the same educational phase. Males and those with insecure parental attachment were at higher risk of being and remaining in the involved groups. The findings underscore the dynamic nature of adolescent aggression and victimization and highlight the transition to middle school as a critical window for interventions aimed at helping adolescents disengage from aggression and victimization.

Cyberbullying among secondary school students: Analyzing prediction and relationship with background, social status, and ICT use

This study explored the predictions of and relationships between background, social status, and the use of information and communication technology (ICT) in cyberbullying among 2430 secondary school students from schools affiliated with Thailand's Office of the Basic Education Commission. The stratified sampling method was used along with the Cyberbullying Questionnaire, Sociometric Status Questionnaire, Perceived Popularity Questionnaire, and ICT Use Questionnaire and data were collected through the CU Smart Sociometry web application and Google Forms. Data analysis was conducted to determine 1) demographic data using descriptive statistics; 2) correlation analysis of students' backgrounds, sociometric status, and ICT use against cyberbullying using the chi-square test; and 3) variables that predict cyberbullying among secondary school students using multinomial logistic regression. Results showed a link between cyberbullying and secondary school students' backgrounds, social status, and ICT use. Students with different backgrounds (sex and academic performance), social statuses (social preference and perceived popularity), and ICT use partook in different cyberbullying roles. Independent variables of sex, academic performance, social preference, perceived popularity, and ICT use all predicted cyberbullying by 33.3 % with statistical significance. Male students were noted to have a higher likelihood of being cyberbullies than female students, whereas female students were more likely to be cybervictims and bystanders. Moreover, students with low academic performance were more likely to be cyberbullies and cybervictims than high-performing students, with rejected students having the highest likelihood of being cyberbullies. Interestingly, the higher a student's popularity, the higher was their likelihood of being cyberbullies. Finally, cyberbullies had the highest average daily internet use, and students who had never had their guardians monitor their internet usage were more likely to be cyberbullies; students with moderate and good social media behavior were mostly bystanders.

Joint Developmental Trajectories of Likability and Popularity: Associations with Social Behavior among Chinese Adolescents

The beginning of secondary school is a critical time point of adolescents' development as they entered a new peer context in which social status was re-established. As the key indicators of social status, likability and popularity co-occur but also display distinct developmental trajectories over time. Nevertheless, little is known about the joint developmental trajectories of likability and popularity among adolescents and how identified trajectories are associated with important social behavior. The current study examined the joint developmental trajectories of likability and popularity among Chinese adolescents and their associations with social behavior (prosocial behavior, aggression, and peer victimization) over time. A total of 1509 Chinese 7th grade students (53.6% male, M_age = 13.1, SD = 0.67) participated in self-report and peer nomination assessments on three occasions at 6-month intervals. Parallel process latent growth mixture models revealed four distinct trajectories of likability and popularity: social status decreasing, average, high social status, and social status increasing. The high social status group showed the highest levels of prosocial behavior, the lowest levels of peer victimization, and higher aggression than the average group. The social status decreasing group and social status increasing group exhibited the lower prosocial behavior as well as the higher aggression and peer victimization compared to the average group over time. The findings highlight the co-occurrence but diversity of developmental patterns of likability and popularity in adolescence.

Cyberbullying Perpetration Among Chinese Adolescents: The Role of Power Imbalance, Fun-seeking Tendency, and Attitude Toward Cyberbullying

The imbalance of power affords individuals to bully others. However, limited studies have explored the specific aspects of power imbalance in predicting cyberbullying. Furthermore, a fun-seeking tendency as a motive for cyberbullying and attitudes toward cyberbullying as cognitive stimuli have rarely been studied in relation to mediating the associations between power imbalance and cyberbullying in an integrated framework. This study aims to narrow these research gaps. Multistage cluster random sampling was employed to recruit a total of 1103 adolescents (52.5% females) ranging in age from 12 to 18 years. Structural equation modeling analyses revealed that proficiency in technology use is not only directly and positively associated with cyberbullying but also indirectly associated with cyberbullying via fun-seeking tendency. Although social status among peers had no direct effect on cyberbullying, the indirect effects of social status among peers on cyberbullying via the fun-seeking tendency and attitude toward cyberbullying were significant. Notably, physical power was neither directly associated with cyberbullying nor through the fun-seeking tendency or attitude toward cyberbullying in associating with cyberbullying. Implications of these findings for developing effective interventions are discussed.

Challenging the "'Mean Kid"' Perception: Boys' and Girls' Profiles of Peer Victimization and Aggression from 4th to 10th Grades

Student involvement in peer aggression is assumed to include the uninvolved, victims, aggressors, and victim-aggressor groups. Yet, evidence supporting this four-group configuration is equivocal. Although most studies report the four groups, several of the aggressor groups could have been labeled as moderate victim-aggressors. This study first reviews studies identifying subgroups of students involved in verbal, relational, and physical aggression. The study then assesses students' perceived involvement in elementary (n = 2,071; Grades 4-6) and secondary school (n = 1,832; Grades 7-10), as well as the associations with outcomes (school belonging, depressive thoughts, and perceived school violence). Latent profile analysis identified three profiles (uninvolved, victim-only, and victim-aggressor) across all grades and genders. In primary school, the uninvolved, victim, and victim-aggressor respectively included 54.56%, 37.51%, and 7.83% of the girls, and 44.23%, 31.92%, and 23.85% of the boys. In secondary school, the uninvolved, victim, and victim-aggressor respectively included 80.16%, 14.93% and 4.91% of the girls, and 64.31%, 22.95% and 12.74% of the boys. Victims and victim-aggressors reported poorer adjustment than uninvolved students. Victims and victim-aggressors reported lower levels of school belonging and higher levels of depressive thoughts than uninvolved students. Also, victim-aggressors perceived more violence in their school than victims and uninvolved students, and victims perceived more violence than uninvolved students. These findings question the existence of an aggressor-only profile, at least, according to student perception, suggesting the need for a new perspective when intervening with students involved in peer aggression.

Surprising partners: Teachers' contribution to school bullying

Participant role theory describes the designation of social roles and the use of contextually appropriate social scripts and provides a context for the interpretation of a range of social and interpersonal issues, including bullying in the school setting. This study uses participant role theory to analyze interpersonal engagements in a 10th grade class in a high school in central Israel. Data were drawn from ethnographic observations conducted by the first author of the cohort over the course of a school year, together with in-depth semi-structured interviews with the students and teachers. The findings suggest that students apply "role switching" (the flexible presentation of multiple social roles, depending on context) to negotiate the challenge of bullying in the school setting. The study also assesses the influence of individual teachers on role switching, positing that a teacher's relationship with individual students can serve as a catalyst for role-switching in three specific circumstances: where the teacher-student relationship instigates bullying against a specific child; where the teacher is a bully; and where a supportive relationship enables positive role-switching on the part of specific classroom actors. These findings have theoretical and applied significance in both pre- and in-service training for teachers and school administrative staff.

Social Status and Emotional Competence in Bullying: A Longitudinal Study of the Transition From Kindergarten to Primary School

Moving on to a higher level of schooling represents a crucial developmental challenge for children: studies have shown that transitioning to a new school context can increase the perceived importance of peer acceptance, popularity, and adaptation to the new social environment. The aim of this study was to investigate simultaneously the influence of interpersonal variables (social status indices) and personal variables (empathy and understanding of emotions) on role-taking in bullying episodes (hostile, prosocial, victim, and outsider roles) from a longitudinal perspective. These variables were assessed on 41 children in their last year of kindergarten (t1) and in their 1st year of primary school (t2). The main longitudinal results showed that prosocial behaviors are more stable than hostile, victim, and outsider behaviors. Moreover, social preference—together with affective empathy—at t1 had a clear negative predictive effect on hostile roles at t2, while social preference had a positive effect on prosocial roles at t2. Social impact at t1 negatively predicted being a victim at t2. On the other hand, social preference at t2 was negatively predicted only by the victim role at t1. Social impact at t1 had a significant and negative effect on being victimized at t2 while was negatively predicted at t2 by the outsider at t1. Our study—even if exploratory—seems to highlight the existence of a specific, differentiate effect of two distinct social status indices on the participant role-taking in bullying episodes in the transitional period from kindergarten to primary school.

Adolescent bystanders’ moral emotions in cyberbullying

The purpose of the current study was to extensively investigate not only bystander roles but also individual bystanders’ moral emotional responses in the context of cyberbullying based on the perpetrator's perceived popularity and the message type. Data from 566 adolescents in grade 7 attending six middle schools in South Korea were used to identify their bystander behavior and moral emotions in response to vignettes about cyber scenarios. Using latent profile analysis, the current study identified five types of bystanders: limited bystanders, pro-bullies, outsiders, defenders, and inconsistent bystanders. Moreover, multinomial logistic regressions were performed to determine the predictive power of the moral emotions of each bystander type. The findings indicated the importance of understanding bystanders’ roles for designing effective intervention strategies regarding moral emotions, leading to adolescents’ improved moral sensitivity.

The Healthy Context Paradox: When Reducing Bullying comes at a Cost to Certain Victims

Bullying remains one of the most serious problems affecting school systems around the world. The negative consequences of bullying in the short and long term have been widely documented, showing that victimized students are at greater risk of suffering psychosocial distress. In this paper, we first summarize the current situation of bullying prevention, adopting a contextual perspective, and briefly highlighting the characteristics of the most effective prevention programs. Secondly, we address a disturbing phenomenon detected in classrooms where bullying has been reduced through interventions and which has been termed “the healthy context paradox”. In these healthier contexts, students who remain in a situation of victimization have been found to present poorer psychological adjustment after the intervention. Understanding the causes of this phenomenon may offer clues for the prevention of bullying. In this regard, we present three hypotheses recently proposed to explain the phenomenon. Finally, we offer some implications for the study and prevention of bullying derived from “the healthy context paradox”.

Bullying and Victimization Trajectories in the First Years of Secondary Education: Implications for Status and Affection

Bullying is known to be associated with social status, but it remains unclear how bullying involvement over time relates to social position (status and affection), especially in the first years at a new school. The aim of this study was to investigate whether (the development of) bullying and victimization was related to the attainment of status (perceived popularity) and affection (friendships, acceptance, rejection) in the first years of secondary education (six waves). Using longitudinal data spanning the first- and second year of secondary education of 824 adolescents (51.5% girls; M_age T1 = 12.54, SD = 0.45) in the SNARE-study, joint bullying and victimization trajectories were estimated using parallel Latent Class Growth Analysis (LCGA). The four trajectories (decreasing bully, stable high bully, decreasing victim, uninvolved) were related to adolescents’ social position using multigroup analysis that examined differences in slope and intercepts (T1 and T6) of social positions, and indicated that the relative social position of the different joint trajectories was determined at the start of secondary education and did not change over time, with one exception: adolescents continuing bullying were besides being popular also increasingly rejected over time. Although bullying is functional behavior that serves to optimize adolescents’ social position, anti-bullying interventions may account for the increasing lack of affection that may hinder bullies’ long-term social development.

Co-occurring Trajectories of Direct Aggression and Prosocial Behaviors in Childhood: Longitudinal Associations With Peer Acceptance

This study examined the longitudinal associations among children’s direct (physical and verbal) aggression, prosocial behaviors, and peer group acceptance in middle childhood (Grades 1 to 4). Children’s co-occurring aggressive and prosocial behaviors were assessed in order to identify distinct trajectory subgroups. Subsequently, variations in the development (i.e., continuity and changes) in peer acceptance were examined for each of the identified subgroups. The sample consisted of 784 children who were ethnically and socioeconomically diverse (47% girls, 37.4% Latino or Hispanic, 34.1% European American, and 23.2% African American; about 65% low SES) who were followed longitudinally from Grades 1 to 4 (M_age = 6.57 years old in Grade 1). Results revealed several distinct trajectory subgroups, including children who were primarily aggressive or prosocial, as well as children who exhibited co-occurring aggression and prosocial behaviors. Comparing these subgroups, the use of co-occurring prosocial behaviors appeared to have some protective effect on aggressive children’s peer acceptance. However, aggression was nonetheless associated with lower peer acceptance. The findings provide insights pertaining to the heterogeneity among aggressive children, the protective effects of prosocial behaviors on peer acceptance, and the differential effects of moderate versus high aggression.

Preference and popularity as distinct forms of status: A meta-analytic review of 20 years of research

INTRODUCTION

A systematic meta-analysis was conducted of the association between preference and popularity across childhood and adolescence. The role of development, sex, and region of the world were examined.

METHOD

The analysis was conducted on 135 samples including 136,014 participants. The samples were divided by age (upper grades primary school, k = 41; lower grades secondary school, k = 72; upper grades secondary school, k = 22) and region (North America, k = 54; Europe, k = 66; China, k = 10).

RESULTS

Across all samples, a moderate positive association between preference and popularity was found (r = 0.45). The association was significantly weaker in the upper grades of secondary school (r = 0.37) than in the lower grades of secondary school (r = 0.47) or the upper grades of primary school (r = 0.47). The association was weaker for girls (r = 0.26) than for boys (r = 0.38) in the upper grades of secondary school. The association was weaker in European samples (r = 0.41) than in those from North America (r = 0.50) and China (r = 0.57).

CONCLUSIONS

The results confirmed that preference and popularity are related but distinct dimensions of adolescent peer status. The association differed significantly by age, sex, and region of the world. Further research should examine additional factors that explain the variability in the association between preference and popularity.

Social status and friendship in peer victimization trajectories

Background/Objective: Most studies have evaluated victimization at a single time point, making it difficult to determine the impact of the time during which an individual is victimized. This longitudinal study aims to examine the differences in the levels of social status (social preference and perceived popularity) and friendship in peer victimization trajectories, and to analyse if there were changes over time in the levels of social status and friendship in each trajectory. Method: The final sample was composed of 1,239 students (49% girls) with ages between 9 and 18 (M = 12.23, SD = 1.73), from 22 schools in southern Spain. Peer nominations were collected. Results: The General Linear Model results associated the highest levels of social preference, perceived popularity and friendship with the sporadic victimization profile and the lowest levels of these dimensions with the stable profile. Conclusions:The results are discussed based on important personal aspects of stable victimization that confirms social rejection, unpopularity, and the low social support that victimization causes. This contribution is discussed in terms of health and social welfare in adolescence.

Adolescents with an entity theory of personality are more vigilant to social status and use relational aggression to maintain social status

The present research proposed that one social-cognitive root of adolescents' willingness to use relational aggression to maintain social status in high school is an entity theory of personality, which is the belief that people's social status-relevant traits are fixed and cannot change. Aggregated data from three studies (N=882) showed that first-year high school adolescents in the U.S. who endorsed more of an entity theory were more likely to show cognitive and motivational vigilance to social status, in terms of judgments on a novel social categorization task and reports of goals related to demonstrating social status to peers. Those with an entity theory then showed a greater willingness to use relational aggression, as measured by retrospective self-reports, responses to a hypothetical scenario, and a behavioral choice task. Discussion centers on theoretical and translational implications of the proposed model and of the novel measures.

Cooperative Learning and Students’ Motivation, Social Interactions and Attitudes: Perspectives from Two Different Educational Stages

The goal of the study was to contrast the effects that a Cooperative Learning implementation in Physical Education can produce in two different Educational stages: Primary and Secondary Education. A total of 179 students agreed to participate: 96 (44 boys, 52 girls) were enrolled in four Year 7 Primary Education groups (11.37 ± 0.89 years) and 83 students (38 boys, 45 girls) were enrolled in three Year 11 Secondary Education groups (15.42 ± 1.12 years). Convenience sampling was used. All groups experienced three consecutive learning units (23 sessions). At post-test, motivation increased significantly in the two groups (p = 0.031, p = 0.029), while social interaction only in the Secondary Education group (p = 0.024), and a significant difference between groups was also obtained in the post-test (p = 0.034). All effect sizes exceed the value of 0.87, which is considered large. Qualitative data showed that the teacher highlighted the importance of cooperation in Physical Education in order to promote respect for others and joint thinking in Primary Education.

Predicting the development of pro-bullying bystander behavior: A short-term longitudinal analysis

Pro-bullying bystander behavior is a key socio-contextual factor underlying the perpetuation of bullying, yet investigators know relatively little as to what contributes to its development. The current study uses a short-term longitudinal design to identify child characteristics and relationship qualities that predict pro-bullying bystander behavior over the course of one school year. Participants were 484 children (239 girls; Mage = 10.25 years). Children completed self-report measures of pro-bullying bystander behavior, empathy, moral disengagement, and perceived norms for defending, and peer-report measures of peer victimization and popularity. Main effects of fall empathy and moral disengagement emerged in the prediction of spring pro-bullying bystander behavior, although the latter just for boys. At low levels of perceived norms for defending, high levels of popularity and, for girls, high levels of peer victimization predicted heightened pro-bullying bystander behavior. Thus, anti-bullying efforts may benefit from targeting these social-cognitive and relational processes predictive of pro-bullying bystander behavior and fostering group norms that mitigate these risks.

A Test of the Bistrategic Control Hypothesis of Adolescent Popularity

Resource Control Theory (Hawley, 1999) posits a group of bistrategic popular youth who attain status through coercive strategies while mitigating fallout via prosociality. This study identifies and distinguishes this bistrategic popular group from other popularity types, tracing the adjustment correlates of each. Adolescent participants (288 girls, 280 boys; M_age  = 12.50 years) completed peer nominations in the Fall and Spring of the seventh and eighth grades. Longitudinal latent profile analyses classified adolescents into groups based on physical and relational aggression, prosocial behavior, and popularity. Distinct bistrategic, aggressive, and prosocial popularity types emerged. Bistrategic popular adolescents had the highest popularity and above average aggression and prosocial behavior; they were viewed by peers as disruptive and angry but were otherwise well-adjusted.

Turning a Blind Eye? Punishment of Friends and Unfamiliar Peers After Observed Exclusion in Adolescence

In order to decrease the occurrence of social exclusion in adolescence, we need to better understand how adolescents perceive and behave toward peers involved in exclusion. We examined the role of friendships in treatment of perpetrators and victims of social exclusion. Eighty-nine participants (aged 9-16) observed exclusion of an unfamiliar peer (victim) by their best friend and another unfamiliar peer. Subsequently, participants could give up valuable coins to altruistically punish or help peers. Results showed that participants altruistically compensated victims and punished unfamiliar excluders, but refrained from punishing their friends. Our findings show that friendship with excluders modulates altruistic punishment of peers and provide mechanistic insight into how friendships may influence treatment of peers involved in social exclusion during adolescence.

Should I Defend or Should I Go? An Adaptive, Qualitative Examination of the Personal Costs and Benefits Associated With Bullying Intervention

Bystanders play a crucial role in encouraging or preventing bullying situations and feature prominently in several international antibullying programs (e.g., KiVa). Despite a surge of recent interest in bystanders, relatively little is known about the functional reasons why individuals choose to engage with or ignore bullying incidents. Given the importance of bystanders’ influence on bullying, we argue that further consideration needs to be given to the individual costs and benefits of bystanders’ intervention. Adolescents in our study ( N = 101, M = 15.37 years) read different bullying scenarios and were then asked to respond with how the bystander would react in each scenario while considering and explaining potential personal costs and benefits. We focused on the cognitive reasoning of important factors adolescents may consider when faced with the decision of whether to intervene or not in a bullying situation. Our study provides novel evidence that adolescents engage in quite explicit cost–benefit decisions regarding their decisions of whether or not they would intervene in bullying. The content and structure of these cost–benefit decisions support an adaptive model of bullying behavior and may be helpful in developing more targeted peer-based antibullying programs.

Early-life and pubertal stress differentially modulate grey matter development in human adolescents

Animal and human studies have shown that both early-life traumatic events and ongoing stress episodes affect neurodevelopment, however, it remains unclear whether and how they modulate normative adolescent neuro-maturational trajectories. We characterized effects of early-life (age 0-5) and ongoing stressors (age 14-17) on longitudinal changes (age 14 to17) in grey matter volume (GMV) of healthy adolescents (n = 37). Timing and stressor type were related to differential GMV changes. More personal early-life stressful events were associated with larger developmental reductions in GMV over anterior prefrontal cortex, amygdala and other subcortical regions; whereas ongoing stress from the adolescents' social environment was related to smaller reductions over the orbitofrontal and anterior cingulate cortex. These findings suggest that early-life stress accelerates pubertal development, whereas an adverse adolescent social environment disturbs brain maturation with potential mental health implications: delayed anterior cingulate maturation was associated with more antisocial traits - a juvenile precursor of psychopathy.

WM in Adolescence: What Is the Relationship With Emotional Regulation and Behavioral Outcomes?

Adolescence is a fundamental transition phase, marked by physical, social, cognitive and emotional changes. At this stage in development two contrasting phenomena take place: brain changes cause a sensitivity to emotional aspects (Dahl, 2004); while also control processes register as well impressive improvements (e.g., Hooper et al., 2004; Best and Miller, 2010). The study is aimed to investigate the relationship between a core cognitive feature such as working memory (WM) (Diamond, 2013) and complex abilities such as emotion regulation (ER) and behavioral self-reported outcomes using a structural equation model approach. A sample of 227 typically developed adolescents between 14 and19 years of age (148 females; mean age in months 202.8, SD 18.57) participated in this study. The following tasks and self-reports were administered in a 45-min test session at school: Symmetry Span task (Kane et al., 2004). Reading Span task (Daneman and Carpenter, 1980), Mr. Cucumber (Case, 1985); Youth Self-Report (YSR, 11-18 years, Achenbach and Rescorla, 2001); Difficulties ER Scale (DERS, Gratz and Roemer, 2004; Italian version by Giromini et al., 2012). Results showed that difficulties in ER correlated with WM: high levels of ER difficulties are associated with low WM efficiency while no significant contributions of these predictors was observed on externalizing or internalizing symptoms. This study showed a significant relationship between self-reported difficulties in ER and WM, while no significant contribution of the considered predictors was showed on the outcomes, adding knowledge about how behavioral and emotional self-reported outcomes may relate to these processes.