Cybervictimization, offline victimization, and cyberbullying: the mediating role of the problematic use of social networking sites in boys and girls  <span class="so-article-trans-title" dir="auto"> Translated title: La cibervictimización, la victimización offline y el ciberbullying: el rol mediador del uso problemático de las redes sociales virtuales en chicos y chicas </span>

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Abstract

ABSTRACT The aim of the present study was to examine the mediating role of the problematic social networking sites use (PSNSU) in the relationship between both cybervictimization and offline victimization and cyberbullying in boys and girls. The sample consisted of 2,011 adolescents (50.67% boys and 49.32% girls), aged between 12 and 18 years old (M = 14.17, SD = 1.47), enrolled in schools in Andalusia, Spain. To examine this objective, mediation model 4 (parallel mediation) of the PROCESS macro was used. The results showed that both cybervictimization and offline victimization are positively related to cyberbullying directly and indirectly through PSNSU. Moreover, it was observed that boys victimized both online and offline demonstrated a higher involvement in cyberbullying, whereas girls reported a higher PSNSU. However, the PSNSU mediating effect was not moderated by gender. Finally, the results and their practical implications are discussed.

Translated abstract

RESUMEN El objetivo del presente estudio fue examinar el papel mediador del uso problemático de las redes sociales virtuales (UPRSV) en la relación entre la cibervictimización, la victimización offline y el ciberbullying en chicos y chicas. Los participantes fueron 2,011 adolescentes (50.67% chicos y 49.32% chicas), con edades comprendidas entre los 12 y los 18 años (M = 14.17, DT = 1.47), escolarizados en centros educativos de Andalucía (España). Para examinar este objetivo se utilizó el modelo de mediación 4 (mediación paralela) de la macro de PROCESS. Los resultados obtenidos mostraron que la cibervictimización y la victimización offline se relacionan positivamente con el ciberbullying de manera directa e indirecta, a través del UPRSV. Además, se observó que los chicos victimizados tanto online como offline mostraron una mayor implicación en el ciberbullying mientras que las chicas mostraron un mayor UPRSV. Sin embargo, el efecto mediador del UPRSV no era moderado por el género. Finalmente se discuten los resultados y sus implicaciones prácticas.

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This review presents a practical summary of the missing data literature, including a sketch of missing data theory and descriptions of normal-model multiple imputation (MI) and maximum likelihood methods. Practical missing data analysis issues are discussed, most notably the inclusion of auxiliary variables for improving power and reducing bias. Solutions are given for missing data challenges such as handling longitudinal, categorical, and clustered data with normal-model MI; including interactions in the missing data model; and handling large numbers of variables. The discussion of attrition and nonignorable missingness emphasizes the need for longitudinal diagnostics and for reducing the uncertainty about the missing data mechanism under attrition. Strategies suggested for reducing attrition bias include using auxiliary variables, collecting follow-up data on a sample of those initially missing, and collecting data on intent to drop out. Suggestions are given for moving forward with research on missing data and attrition.