Association between self-related cognitions and cyberbullying victimization in children and adolescents: A systematic review and meta-analysis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Self-efficacy, self-esteem, self-concept, and self-blame have been proposed as potential factors in the development and maintenance of cybervictimization in a unidirectional, but also in a cyclic paradigm. Our objective was to synthesize the existing evidence and assess potential moderators of the relationship between these self-related cognitions and cybervictimization. We searched five electronic databases (PsycINFO, PubMed, Scopus, Web of Science and Cochrane) from inception until October 2022. A total of 81 studies were included, encompassing a cohort of 110,095 children and adolescents with a mean age of 11.51 years. Nearly half of the studies were rated as having fair quality. Across the examined self-related cognitions, high level of cybervictimization was associated with low level of self-concept, low self-efficacy and low self-esteem. Cognitions related to self-blame were not statistically significantly associated with cybervictimization in our review. These findings included high heterogeneity and were consistent across sensitivity analyses. Meta-regression analyses revealed that the number of participants significantly moderated the relationship between self-esteem and cybervictimization, but the percentage of victims and mean age of participants did not exhibit significant moderation effects. This preregistered systematic review and meta-analysis showed modest yet statistically significant correlations between self-related cognitions and cybervictimization. The discussion addresses the implications for future research and anti-cyberbullying programs. PROSPERO reference number CRD42021289512. • In 81 studies, 110,095 children and adolescents with a mean age of 11.51 years were analyzed • High levels of cybervictimization was associated with low level of self-concept, self-efficacy and self-esteem • Self-blame was not statistically significant associated with cybervictimization in our review • The number of participants significantly moderated the self-esteem and cybervictimization relationship. • The percentage of victims and mean age of participants did not exhibit significant moderation effects.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it