No abstract

Research on gaming effects has focused on adolescence, a developmental period in which peer relationships become increasingly salient. However, the impact of peers on the effects of violent gaming on adolescents has been understudied. This study examined whether adolescents’ exposure to violent video games predicted their own and their friend's aggression one year later. Among 705 gaming adolescents, 141 dyads were identified based on reciprocated best friend nominations (73.8% male, Mage = 13.98). Actor‐Partner Interdependence Models indicated that adolescent males’ (but not females’) exposure to violent games positively predicted the aggression of their best friend 1 year later. This effect appeared regardless of whether the friends played video games together or not. The study illustrates the importance of peers in the association between violent gaming and aggression.

Adolescents play video games as a social leisure activity, yet it is unclear whether peer influences play a role in spreading violent video game exposure (VVE) and aggression. It has been suggested that adolescents' aggression increases because of their friend's exposure to violent video games. This study tests this suggestion by using longitudinal social network analyses to investigate selection and socialization of aggression owing to VVE. A total of 796 adolescents from 34 different classrooms were followed from grade 7 to grade 8 (M age = 12.60 years, 51 percent male adolescents). Exposure to violent video games, physical aggression, and within-classroom friendships were assessed at both time points. Data were analyzed by means of stochastic actor-based modeling in RSiena to estimate the effects of VVE and aggressive behavior on changes in friendships (selection), and the effects of friendships on changes in participants' VVE and aggressive behavior (socialization). Results showed homotypic selection effects, that is, adolescents became friends with peers who were similar in aggression and similar in violent video game exposure. Furthermore, there was a homotypic socialization effect, as friends became more similar in aggression over time. Friends did not become more similar in VVE over time. Violent games played by friends did not increase adolescents' own aggressive behavior. This suggests that concerns about peer influences on violent video games are unwarranted. Future studies on socialization processes of VVE should focus on influences from closest friends and investigate behavior during actual play.

Document recommendation systems for locating relevant literature have mostly relied on methods developed a decade ago. This is largely due to the lack of a large offline gold-standard benchmark of relevant documents that cover a variety of research fields such that newly developed literature search techniques can be compared, improved and translated into practice. To overcome this bottleneck, we have established the RElevant LIterature SearcH consortium consisting of more than 1500 scientists from 84 countries, who have collectively annotated the relevance of over 180 000 PubMed-listed articles with regard to their respective seed (input) article/s. The majority of annotations were contributed by highly experienced, original authors of the seed articles. The collected data cover 76% of all unique PubMed Medical Subject Headings descriptors. No systematic biases were observed across different experience levels, research fields or time spent on annotations. More importantly, annotations of the same document pairs contributed by different scientists were highly concordant. We further show that the three representative baseline methods used to generate recommended articles for evaluation (Okapi Best Matching 25, Term Frequency–Inverse Document Frequency and PubMed Related Articles) had similar overall performances. Additionally, we found that these methods each tend to produce distinct collections of recommended articles, suggesting that a hybrid method may be required to completely capture all relevant articles. The established database server located at https://relishdb.ict.griffith.edu.au is freely available for the downloading of annotation data and the blind testing of new methods. We expect that this benchmark will be useful for stimulating the development of new powerful techniques for title and title/abstract-based search engines for relevant articles in biomedical research.

Abstract. Playing video games during adolescence has been linked to both positive and negative outcomes, but it remains unclear which specific aspects of gaming behavior are associated with adjustment. The current study examines the association between distinct aspects of video game play behavior and adolescent adjustment. We focused on five aspects, namely, gaming frequency, the social context, gamer identification, type of game, and motivation for playing. Participants included 705 Dutch adolescents (33.5% female, Mage = 14.07), who completed a survey including self-report and sociometric measures. Results indicated that the frequency of playing games was not associated with adolescent adjustment. However, significant associations did appear for social context, genre of games, and motivation for playing. In addition, the different aspects of gaming showed both beneficial and deleterious relations with adjustment. This research indicates the importance of disaggregating gaming behavior and the necessity to look beyond frequency of play in order to fully understand the impact of gaming on youth.