Submitted:
23 May 2024
Posted:
24 May 2024
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. The Current Study
3. Materials and Methods
3.1. Data Sources and Study Design
3.2. Measures
3.2.1. Dependent Variables
3.2.2. Individual-Level Independent Variable(s)
3.2.3. Perceived Social Support
3.2.4. Individual-Level Control Variables
3.2.5. Country-Level Social Support
3.2.6. Country-Level Control Variable(s)
3.3. Statistical Analyses
4. Results
4.1. Descriptive Analyses of Sample Characteristics
4.2. Relationship between Physical Fighting and Victimisation by Traditional Bullying and Cyberbullying, and the Moderating Role of Perceived Social Support and public education spending in these Relationships
5. Discussion
5.1. Strengths and Limitations of the Study
6. Conclusion
Author Contributions
Funding
Institutional Review Board Statement
Data Availability Statement
Acknowledgements
Conflicts of Interest
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| Individual-level variables (n = 162,792), HBSC Survey 2017-2018 | n | % |
| Gender | ||
| Male | 80181 | 49.3 |
| Female | 82611 | 50.7 |
| Age group | ||
| 11 years | 54291 | 33.3 |
| 13 years | 57295 | 35.2 |
| 15 years | 51206 | 31.5 |
| Traditional bullying victimisation | ||
| Bullied | 46819 | 28.8 |
| Never bullied | 115973 | 71.2 |
| Cyberbullying victimisation | ||
| Cyberbullied | 27456 | 16.9 |
| Never cyberbullied | 135336 | 83.1 |
| Physical fighting -past 12 months | ||
| Engaged in physical fighting | 36602 | 22.5 |
| Never engaged in physical fighting | 126190 | 77.5 |
| Mean | Std. deviation | |
| Age | 13.49 | 1.62 |
| Family affluence | 14.17 | 2.63 |
| Family social support | 22.48 | 6.89 |
| Teacher social support | 6.63 | 2.77 |
| Country-level variables (n = 27) | ||
| Gross domestic product per capita (US$) | 35552.01 | 15050.50 |
| Education spending | 8.48 | 1.77 |
| Null (Empty) Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
| Variable | OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) |
| Age (reference: 11-year-olds) | 1.00 (1.00-1.00) | 1.00 (1.00-1.00) | 1.00 (1.00-1.00) | 1.00 (1.00-1.00) | |
| 13-year-olds | 0.90*** (0.87-0.92) | 0.89*** (0.87-0.92) | 0.88*** (0.85-0.91) | 0.88*** (0.85-0.90) | |
| 15-year-olds | 0.70*** (0.67-0.72) | 0.68*** (0.66-0.71) | 0.67*** (0.65-0.69) | 0.66*** (0.64-0.69) | |
| Gender (reference: male) | 1.20*** (1.17-1.23) | 1.18*** (1.15-1.20) | 1.19*** (1.16-1.22) | 1.18*** (1.15-1.21) | |
| Family affluence | 1.40*** (1.37-1.44) | 1.35*** (1.32-1.39) | 1.40*** (1.36-1.43) | 0.96*** (0.96-0.97) | |
| Physical fighting | 2.48*** (2.42-2.54) | 3.35*** (3.20-3.52) | 3.00*** (2.89-3.10) | 2.43*** (2.36-2.50) | |
| Family social support (FSS) | 0.72*** (0.69-0.75) | 0.56*** (0.55-0.58) | |||
| Teacher social support (TSS) | 1.30*** (1.26-1.34) | 1.08*** (1.06-1.11) | |||
| FSS x Physical fighting | 0.63*** (0.59-0.66) | ||||
| TSS x Physical fighting | 0.70*** (0.67-0.73) | ||||
| GDP per capita | 0.90*** (0.89-0.91) | ||||
| Education spending | 0.87*** (0.83-0.91) | ||||
| Education spending x Physical fighting | 0.91*** (0.87-0.97) | ||||
| Random variances | |||||
| Country | 0.07 | 0.07 | 0.08 | 0.06 | 0.06 |
| School | 0.25 | 0.22 | 0.20 | 0.22 | 0.18 |
| Intraclass correlations (ICC) | |||||
| Country | 0.01 | 0.01 | 0.02 | 0.01 | 0.01 |
| School | 0.04 | 0.04 | 0.04 | 0.04 | 0.04 |
| Goodness-of-fit | |||||
| AIC | 742213.89 | 738703.30 | 740613.35 | 739302.27 | 741436.08 |
| BIC | 742233.89 | 738723.30 | 740633.35 | 739322.27 | 741456.08 |
| Null (Empty) Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | |
| Variable | OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) | OR (95% CI) |
| Age (reference: 11-year-olds) | 1.00 (1.00-1.00) | 1.00 (1.00-1.00) | 1.00 (1.00-1.00) | 1.00 (1.00-1.00) | |
| 13-year-olds | 1.01 (0.98-1.05) | 1.00*** (0.97-1.04) | 1.01 (0.97-1.04) | 1.01 (0.98-1.05) | |
| 15-year-olds | 0.93*** (0.89-0.96) | 0.91*** (0.87-0.94) | 0.91*** (0.87-0.94) | 0.92*** (0.88-0.95) | |
| Gender (reference: male) | 1.46*** (1.42-1.51) | 1.43*** (1.39-1.47) | 1.44*** (1.40-1.48) | 1.45*** (1.41-1.49) | |
| Family affluence | 1.42*** (1.37-1.46) | 1.34*** (1.30-1.38) | 1.34*** (1.30-1.38) | 0.97*** (0.97-0.98) | |
| Physical fighting | 3.28*** (3.19-3.38) | 4.90*** (4.65-5.17) | 3.85*** (3.69-4.01) | 3.12*** (3.02-3.22) | |
| Family social support (FSS) | 0.61*** (0.58-0.64) | 0.41*** (0.40-0.42) | |||
| Teacher social support (TSS) | 1.23*** (1.18-1.28) | 0.95*** (0.92-0.98) | |||
| FSS x Physical fighting | 0.51*** (0.48-0.54) | ||||
| TSS x Physical fighting | 0.65*** (0.61-0.68) | ||||
| GDP per capita | 0.91*** (0.89-0.93) | ||||
| Education spending | 0.81*** (0.76-0.86) | ||||
| Education spending x Physical fighting | 0.98 (0.92-1.05) | ||||
| Random variances | |||||
| Country | 0.07 | 0.08 | 0.11 | 0.11 | 0.08 |
| School | 0.19 | 0.22 | 0.18 | 0.18 | 0.16 |
| Intraclass correlations (ICC) | |||||
| Country | 0.01 | 0.01 | 0.01 | 0.02 | 0.01 |
| School | 0.02 | 0.03 | 0.03 | 0.03 | 0.02 |
| Goodness-of-fit | |||||
| AIC | 823369.47 | 807625.93 | 812125.66 | 816890.07 | 816503.97 |
| BIC | 823389.47 | 807645.93 | 812145.66 | 816910.07 | 816523.97 |
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