Cyberbullying in COVID-19 Pandemic Decreases? Research of Internet Habits of Croatian Adolescents
Abstract
:1. Introduction
1.1. Cyberbullying: Challenges of Conceptualization and Operationalization
1.2. Cyberbullying in the COVID-19 Pandemic—Research Results from Different Countries
1.3. Parental Role and Cyberbullying Experiences
2. Materials and Methods
2.1. Measures
2.2. Sample
3. Results
3.1. Internet Usage during the Pandemic
3.2. Experiencing and Committing Violence
3.3. Violence by Role: Comparison 2017–2020
3.4. Parental Activities as Predictor of Cyberbullying (2020)
4. Discussion
5. Conclusions
6. Research Limitations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Acknowledgments
Conflicts of Interest
References
- Smahel, D.; Machackova, H.; Mascheroni, G.; Dedkova, L.; Staksrud, E.; Ólafsson, K.; Livingstone, S.; Hasebrink, U. EU Kids Online 2020: Survey Results from 19 Countries; EU Kids Online: London, UK, 2020. [Google Scholar] [CrossRef]
- Goldschmidt, K. The COVID-19 Pandemic: Technology use to Support the Wellbeing of Children. J. Pediatr. Nurs. 2020, 53, 88–90. [Google Scholar] [CrossRef]
- Rees, G.; Savahl, S.; Lee, B.J.; Casas, F. (Eds.) Children’s Views on Their Lives and Well-Being in 35 Countries: A Report on the Chil dren’s Worlds Project, 2016–2019; Children’s Worlds Project (ISCWeB): Jerusalem, Israel, 2020; Available online: https://isciweb.org/wp-content/uploads/2020/08/Childrens-Worlds-Comparative-Report-2020.pdf (accessed on 13 September 2022).
- Kramer, N.; Winter, S. Impression Management 2.0: The relationship of self-esteem, extraversion, self-efficacy, and self-presentation within social networking sites. J. Media Psychol. 2008, 20, 106–116. [Google Scholar] [CrossRef]
- Jisc Building Digital Capability Blog—Building Capability for New Digital Leadership, Pedagogy and Efficiency. Defining Digital Wellbeing. Available online: https://digitalcapability.jiscinvolve.org/wp/2019/09/03/defining-digital-wellbeing/ (accessed on 13 September 2022).
- Vejmelka, L.; Sušac, N.; Rajhvajn Bulat, L. Offline and Online Peer Violence: Significance for Child Well-Being in Southeast Europe. In Handbook of Children’s Risk, Vulnerability and Quality of Life. International Handbooks of Quality-of-Life; Tiliouine, H., Benatuil, D., Lau, M.K.W., Eds.; Springer: Cham, Switzerland, 2022. [Google Scholar] [CrossRef]
- Vossen, H.G.; Valkenburg, P.M. Do social media foster or curtail adolescents’ empathy? A longitudinal study. Comput. Hum. Behav. 2016, 63, 118–124. [Google Scholar] [CrossRef]
- Fineberg, N.; Demetrovics, Z.; Stein, D.; Ioannidis, K.; Potenza, M.; Grünblatt, E.; Brand, M.; Billieux, J.; Carmi, L.; King, D.; et al. Manifesto for a European research network into Problematic Usage of the Internet. Eur. Neuropsychopharmacol. 2018, 28, 1232–1246. [Google Scholar] [CrossRef]
- Ferreira, T.R.S.C.; Deslandes, S.F. Cyberbullying: Concepts, dynamics, characters and health implications. Ciencia Saude Coletiva 2018, 23, 3369–3379. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Englander, E.; Donnerstein, E.; Kowalski, R.; Lin, C.A.; Parti, K. Defining Cyberbullying. Pediatrics 2017, 140, 148–151. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Kowalski, R.M.; Limber, S.P. Psychological, physical, and academic correlates of cyberbullying and traditional bullying. J. Adolesc. Health 2013, 53, S13–S20. [Google Scholar] [CrossRef] [Green Version]
- Ybarra, M.L.; Boyd, D.; Korchmaros, J.D.; Oppenheim, J.K. Defining and measuring cyberbullying within the larger context of bullying victimization. J. Adolesc. Health 2012, 51, 53–58. [Google Scholar] [CrossRef] [PubMed]
- Li, Q. Cyberbullying in schools: A research of gender differences. Sch. Psychol. Int. 2006, 27, 157–170. [Google Scholar] [CrossRef]
- Li, Q. New bottle but old wine: A research of cyberbullying in schools. Comput. Hum. Behav. 2007, 23, 1777–1791. [Google Scholar] [CrossRef]
- Patchin, J.W.; Hinduja, S. Cyberbullying and self-esteem. J. Sch. Health 2010, 80, 616–623. [Google Scholar] [CrossRef] [PubMed]
- Olweus, D. Bullying at School: What We Know and What We can Do; Blackwell Publishing: Oxford, UK, 1993. [Google Scholar]
- Alipan, A.; Skues, J.L.; Theiler, S.; Wise, L. Defining cyberbullying: A multifaceted definition based on the perspectives of emerging adults. Int. J. Bullying Prev. 2020, 2, 79–92. [Google Scholar] [CrossRef] [Green Version]
- Vejmelka, L.; Strabić, N.; Jazvo, M. Online Activities and Risk Behaviors among Adolescents in the Virtual Environment. Drustvena Istraz. 2017, 26, 59–78. [Google Scholar] [CrossRef] [Green Version]
- Grigg, D.W. Cyber-aggression: Definition and concept of cyberbullying. Aust. J. Guid. Couns. 2010, 20, 143–156. [Google Scholar] [CrossRef]
- Menesini, E.; Nocentini, A. Cyberbullying definition and measurement: Some critical considerations. J. Psychol. 2009, 217, 230–232. [Google Scholar] [CrossRef]
- Vandebosch, H.; Van Cleemput, K. Defining cyberbullying: A qualitative research into the perceptions of youngsters. Cyberpsychology Behav. 2008, 11, 499–503. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ovejero, A.; Yubero, S.; Larrañaga, E.; Moral, M.V. Cyberbullying: Definitions and facts from a psychosocial perspective. In Cyberbullying Across the Globe; Navarro, R., Yubero, S., Larrañaga, E., Eds.; Springer International Publishing AG, Switzerland: Cham, Switzerland, 2015; pp. 1–31. [Google Scholar]
- Milić, M. Percepcija nasilja preko interneta iz perspektive učenika i nastavnika. Ljetopis Socijalnog Rada 2020, 27, 113–150. [Google Scholar] [CrossRef]
- Bauman, S. Cyberbullying in a rural intermediate school: An exploratory study. J. Early Adolesc. 2010, 30, 803–833. [Google Scholar] [CrossRef]
- Greene, M.B. Bullying in Schools: A Plea for Measure of Human Rights. J. Soc. Issues 2006, 6, 63–79. [Google Scholar] [CrossRef]
- Yilmaz, H. Cyberbullying in Turkish middle schools: An exploratory study. Sch. Psychol. Int. 2011, 32, 645–654. [Google Scholar] [CrossRef]
- Mishna, F.; Cook, C.; Gadalla, T.; Daciuk, J.; Solomon, S. Cyber bullying behaviors among middle and high school students. Am. J. Orthopsychiatry 2010, 80, 362–374. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Smith, P.K.; Mahdavi, J.; Carvalho, M.; Fisher, S.; Russell, S.; Tippett, N. Cyberbullying: Its nature and impact in secondary school pupils. J. Child Psychol. Psychiatry 2008, 49, 376–385. [Google Scholar] [CrossRef] [PubMed]
- Bacher-Hicks, A.; Goodman, J.; Green, J.G.; Holt, M.K. The COVID-19 Pandemic Disrupted Both School Bullying and Cyberbullying. Annenberg Inst. Brown Univ. 2021, 21, 436. [Google Scholar] [CrossRef]
- Kowalski, R.M.; Giumetti, G.W.; Schroeder, A.N.; Lattanner, M.R. Bullying in the digital age: A critical review and meta-analysis of cyberbullying research among youth. Psychol. Bull. 2014, 140, 1073–1137. [Google Scholar] [CrossRef] [PubMed]
- Király, O.; Potenza, M.N.; Stein, D.J.; King, D.L.; Hodgins, D.C.; Saunders, J.B.; Griffiths, M.D.; Gjoneska, B.; Billieux, J.; Brand, M.; et al. Preventing problematic internet use during the COVID-19 pandemic: Consensus guidance. Compr. Psychiatry 2020, 100, 152180. [Google Scholar] [CrossRef] [PubMed]
- Interpol. Threats and Trends Child Sexual Exploitation and Abuse. COVID-19 Impact. Interpol. 2020. Available online: https://www.interpol.int/content/download/15611/file/COVID19%20-%20Child%20Sexual%20Exploitation%20and%20Abuse%20threats%20and%20trends.pdf (accessed on 13 September 2022).
- Cyberbullying Research Center. Bullying During the COVID-19 Pandemic. Available online: https://cyberbullying.org/bullying-during-the-covid-19-pandemic (accessed on 13 September 2022).
- Pichel, R.; Foody, M.; O’Higgins Norman, J.; Feijóo, S.; Varela, J.; Rial, A. Bullying, cyberbullying and the overlap: What does age have to do with it? Sustainability 2021, 13, 8527. [Google Scholar] [CrossRef]
- Repo, J.; Herkama, S.; Salmivali, C. Distance education during the COVID 19 pandemic what happened to bullying? In Proceedings of the World Anti Bullying Forum 2021, Stockholm, Sweden, 1–3 November 2021. [Google Scholar]
- Vaillancourt, T.; Brittain, H.; Krygsman, A.; Farrell, A.H.; Landon, S.; Pepler, D. School bullying before and during COVID-19: Results from a population-based randomized design. Aggress. Behav. 2021, 47, 557–569. [Google Scholar] [CrossRef] [PubMed]
- Lessard, L.M.; Puhl, R.M. Adolescent academic worries amid COVID-19 and perspectives on pandemic-related changes in teacher and peer relations. Sch. Psychol. 2021, 36, 285–292. [Google Scholar] [CrossRef] [PubMed]
- Milosevic, T.; Laffan, D.; O’Higgins Norman, J. Kids’ Digital Lives in COVID-19 Times: Key Findings from Ireland; National Anti-Bullying Research and Resource Centre. 2020. Available online: https://antibullyingcentre.ie/wp-content/uploads/2021/12/Short-report_Covid_for-media_TM_with-Author-names-1-2.pdf (accessed on 13 September 2022).
- Ditch the Label. The Annual Bullying Survey 2020. The Annual Benchmark of Bullying in the United Kingdom, with an Additional Focus on Mental Wellbeing; Ditch the Label. 2020. Available online: https://www.ditchthelabel.org/wp-content/uploads/2020/11/The-Annual-Bullying-Survey-2020-2.pdf (accessed on 13 September 2022).
- UNICEF Canada. Worlds Apart: Canadian Companion to UNICEF Report Card 16. UNICEF Canada, Toronto. 2020. Available online: https://oneyouth.unicef.ca/sites/default/files/2020-09/UNICEF%20RC16%20Canadian%20Companion%20EN_Web.pdf (accessed on 13 September 2022).
- Shin, S.Y.; Choi, Y.J. Comparison of cyberbullying before and after the COVID-19 Pandemic in Korea. Int. J. Environ. Res. Public Health 2021, 18, 10085. [Google Scholar] [CrossRef] [PubMed]
- Wright, M.F. Parental mediation, cyberbullying, and cybertrolling: The role of gender. Comput. Hum. Behav. 2017, 71, 189–195. [Google Scholar] [CrossRef]
- Sam, J.; Wisniewski, P.; Xu, H.; Rosson, M.B.; Carroll, J.M. How Are Social Capital and Parental Mediation Associated with Cyberbullying and Cybervictimization Among Youth in the United States? In HCI International 2017—Posters’ Extended Abstracts. HCI 2017; Communications in Computer and Information Science; Stephanidis, C., Ed.; Springer: Cham, Switzerland, 2017; Volume 714. [Google Scholar] [CrossRef]
- Katz, I.; Lemish, D.; Cohen, R.; Arden, A. When parents are inconsistent: Parenting style and adolescents’ involvement in cyberbullying. J. Adolesc. 2019, 74, 1–12. [Google Scholar] [CrossRef]
- Rega, V.; Gioia, F.; Boursier, V. Parental Mediation and Cyberbullying: A Narrative Literature Review. Marriage Fam. Rev. 2022, 58, 495–530. [Google Scholar] [CrossRef]
- Chen, V.H.H.; Chng, G.S. Active and restrictive parental mediation over time: Effects on youths’ self-regulatory competencies and impulsivity. Comput. Educ. 2016, 98, 206–212. [Google Scholar] [CrossRef]
- Padilla-Walker, L.M.; Coyne, S.M. “Turn that thing off!” parent and adolescent predictors of proactive media monitoring. J. Adolesc. 2011, 34, 705–715. [Google Scholar] [CrossRef] [PubMed]
- Duerager, A.; Livingstone, S. How can Parents Support Children’s Internet Safety? EU Kids Online: London, UK, 2012; Available online: http://eprints.lse.ac.uk/42872/1/How%20can%20parents%20support%20children%E2%80%99s%20internet%20safety%28lsero%29.pdf (accessed on 13 September 2022).
- Clark, S.L. Parental Mediation Theory for the Digital Age. Commun. Theory 2011, 21, 323–343. [Google Scholar] [CrossRef]
- Benedetto, L.; Ingrassia, M. Digital Parenting: Raising and Protecting Children in Media World. In Parenting—Studies by an Ecocultural and Transactional Perspective; Benedetto, L., Ingrassia, M., Eds.; IntechOpen: London, UK, 2020; pp. 1–21. [Google Scholar] [CrossRef]
- Baldry, A.C.; Sorrentino, A.; Farrington, D.P. Cyberbullying and cybervictimization versus parental supervision, monitoring and control of adolescents’ online activities. Child. Youth Serv. Rev. 2019, 96, 302–307. [Google Scholar] [CrossRef]
- Mesch, G.S. Parental mediation, online activities, and cyberbullying. Cyber Psychol. Behav. 2009, 12, 387–393. [Google Scholar] [CrossRef]
- Navarro, J.N.; Jasinski, J.L. Going Cyber: Using Routine Activities Theory to Predict Cyberbullying Experiences. Sociol. Spectr. 2012, 32, 81–94. [Google Scholar] [CrossRef]
- Holt, T.J.; Bossler, A.M. Examining the Applicability of Lifestyle-Routine Activities Theory for Cybercrime Victimization. Deviant Behav. 2008, 30, 1–25. [Google Scholar] [CrossRef]
- Hinduja, S.; Patchin, J.W. Cyberbullying: An exploratory analysis of factors related to offending and victimization. Deviant Behav. 2008, 29, 129–156. [Google Scholar] [CrossRef]
- Navarro, R.; Serna, C.; Martínez, V.; Ruiz-Oliva, R. The role of Internet use and parental mediation on cyberbullying victimization among Spanish children from rural public schools. Eur. J. Psychol. Educ. 2013, 28, 725–745. [Google Scholar] [CrossRef]
- Park, S.; Na, E.-Y.; Kim, E. The relationship between online activities, netiquette and cyberbullying. Child. Youth Serv. Rev. 2014, 42, 74–81. [Google Scholar] [CrossRef]
- Mangarin, R.A.; Montaño, M.D. The Influence of Internet Usage to Cyberbullying of SHS Students. Int. J. Res. Innov. Soc. Sci. (IJRISS) 2021, V, 85–88. Available online: https://www.rsisinternational.org/virtual-library/papers/the-influence-of-internet-usage-to-cyberbullying-of-shs-students/ (accessed on 1 November 2022). [CrossRef]
- Chang, F.-C.; Chiu, C.-H.; Miao, N.-F.; Chen, P.-H.; Lee, C.-M.; Chiang, J.-T.; Pan, Y.-C. The relationship between parental mediation and Internet addiction among adolescents, and the association with cyberbullying and depression. Compr. Psychiatry 2015, 57, 21–28. [Google Scholar] [CrossRef] [PubMed]
- Tao, S.; Reichert, F.; Law, N.; Rao, N. Digital Technology Use and Cyberbullying Among Primary School Children: Digital Literacy and Parental Mediation as Moderators. Cyberpsychol. Behav. Soc. Netw. 2022, 25, 571–579. [Google Scholar] [CrossRef]
- Matković, R.; Vejmelka, L. Online aktivnosti, e-učenje i roditeljska uloga kod osnovnoškolaca za vrijeme pandemije COVID-19. Medijske Studije 2022, 13, 3–26. [Google Scholar] [CrossRef]
- Ajduković, M.; Kolesarić, V. (Eds.) Etički Kodeks Istraživanja s Djecom/Code of Ethics in Research with Children; Vijeće za Djecu Vlade Republike Hrvatske; Državni Zavod za Zaštitu Obitelji, Materinstva i Mladeži/Council for Children of the Government of the Republic of Croatia; State Institute for the Protection of the Family, Motherhood and Youth. 2003. Available online: https://www.ufzg.unizg.hr/wp-content/uploads/2020/02/Eticki-kodeks-istrazivanja-s-djecom.pdf (accessed on 13 September 2022).
- Ajduković, M.; Keresteš, G. (Eds.) Etički Kodeks Istraživanja s Djecom/Code of Ethics in Research with Children, 2nd ed.; 2020; Available online: https://mrosp.gov.hr/UserDocsImages/dokumenti/Socijalna%20politika/NEPID/Eti%C4%8Dki%20kodeks%20istra%C5%BEivanja%20s%20djecom_%20revidirana%20verzija%202020.pdf (accessed on 13 September 2022).
- Del Rey, R.; Casas, J.A.; Ortega-Ruiz, R.; Schultze-Krumbholz, A.; Scheithauer, H.; Smith, P.; Thompson, F.; Barkoukis, V.; Tsorbatzoudis, H.; Brighi, A.; et al. Structural validation and cross-cultural robustness of the European Cyberbullying Inter vention Project Questionnaire. Comput. Hum. Behav. 2015, 50, 141–147. [Google Scholar] [CrossRef]
- Vejmelka, L.; Matković, R. Online Interactions and Problematic Internet Use of Croatian Students During the COVID-19 Pandemic. Information 2021, 12, 399. [Google Scholar] [CrossRef]
- Wickham, H. ggplot2: Elegant Graphics for Data Analysis; Springer: Berlin/Heidelberg, Germany, 2016. [Google Scholar] [CrossRef]
- Thomas, H.J.; Connor, J.P.; Scott, J.G. Integrating traditional bullying and cyberbullying: Challenges of definition and measurement in adolescents—A review. Educ. Psychol. Rev. 2015, 27, 135–152. [Google Scholar] [CrossRef]
- Velki, T.; Kuterovac Jagodić, G. Možemo li na temelju prediktora tradicionalnoga vršnjačkog nasilja predviđati elektroničko vršnjačko nasilje? Društvena Istraživanja 2016, 25, 523–545. [Google Scholar] [CrossRef] [Green Version]
- Erdur-Baker, Ö. Cyberbullying and its correlation to traditional bullying, gender and frequent and risky usage of internet-mediated communication tools. New Media Soc. 2010, 12, 109–125. [Google Scholar] [CrossRef]
- Jain, O.; Gupta, M.; Satam, S.; Panda, S. Has the COVID-19 pandemic affected the susceptibility to cyberbullying in India? Comput. Hum. Behav. Rep. 2020, 2, 100029. [Google Scholar] [CrossRef] [PubMed]
- Lee, S.J.; Ward, K.P.; Chang, O.D.; Downing, K.M. Parenting Activities and the Transition to Home-based Education During the COVID-19 Pandemic. Child. Youth Serv. Rev. 2020, 8, 699. [Google Scholar] [CrossRef] [PubMed]
- Tso, W.W.Y.; Reichert, F.; Law, N.; Wa Fu, K.; de la Torre, J.; Rao, N.; Kan Leung, L.; Wang, Y.-L.; Wong, W.H.S.; Ip, P. Digital competence as a protective factor against gaming addiction in children and adolescents: A cross-sectional study in Hong Kong. Lancet Reg. Health 2022, 20, 100382. [Google Scholar] [CrossRef]
- Fauzi, I.; Sastra Khusuma, I.H. Teachers’ Elementary School in Online Learning of COVID-19 Pandemic Conditions. J. Iqra’ Kaji. Ilmu Pendidik. 2020, 5, 58–70. [Google Scholar] [CrossRef]
- Martín-Criado, J.M.; Casas, J.A.; Ortega-Ruiz, R. Parental Supervision: Predictive Variables of Positive Involvement in Cyberbullying Prevention. Int. J. Environ. Res. Public Health 2021, 18, 1562. [Google Scholar] [CrossRef]
Variable | 2017 | 2020 | |
---|---|---|---|
Responses | 539 | 284 | |
Age | 16.22 ± 1.07 | 16.06 ± 1.16 | |
Sex (F) | 40.1% | 55.3% | |
School type | Vocational (3y) | 18.6% | 20.4% |
Vocational (4y) | 38.0% | 13.0% | |
Gymnasium | 43.4% | 66.5% | |
Class | 1 | 28.5% | 26.8% |
2 | 28.2% | 34.5% | |
3 | 30.8% | 26.4% | |
4 | 12.5% | 12.3% |
Variable | Time | Smartphone | Computer | ||||||
---|---|---|---|---|---|---|---|---|---|
M | SD | MDN | MWU p | M | SD | MDN | MWU p | ||
Social networks | 2017 | 3.13 | 1.554 | 3 | 0.000 | 2.02 | 1.335 | 2 | 0.112 |
2020 | 3.56 | 1.392 | 4 | 1.93 | 1.274 | 1 | |||
Gambling | 2017 | 1.49 | 1.265 | 1 | 0.000 | 1.40 | 1.177 | 1 | 0.000 |
2020 | 1.08 | 0.399 | 1 | 1.04 | 0.185 | 1 | |||
Prize game | 2017 | 1.34 | 0.972 | 1 | 0.000 | 1.30 | 0.999 | 1 | 0.000 |
2020 | 1.07 | 0.318 | 1 | 1.06 | 0.298 | 1 | |||
Chat room | 2017 | 1.72 | 1.412 | 1 | 0.014 | 1.43 | 1.132 | 1 | 0.152 |
2020 | 1.81 | 1.317 | 1 | 1.43 | 0.983 | 1 | |||
Internet forums | 2017 | 1.74 | 1.140 | 1 | 0.627 | 1.56 | 1.139 | 1 | 0.922 |
2020 | 1.65 | 0.949 | 1 | 1.44 | 0.788 | 1 | |||
Personal website or blog | 2017 | 1.32 | 0.946 | 1 | 0.009 | 1.29 | 0.941 | 1 | 0.002 |
2020 | 1.15 | 0.572 | 1 | 1.10 | 0.465 | 1 | |||
Instant messaging | 2017 | 4.53 | 1.416 | 5 | 0.000 | 2.06 | 1.624 | 1 | 0.182 |
2020 | 3.85 | 1.217 | 4 | 2.06 | 1.428 | 1 | |||
Medical information | 2017 | 1.56 | 0.940 | 1 | 0.001 | 1.49 | 1.023 | 1 | 0.956 |
2020 | 1.65 | 0.744 | 2 | 1.36 | 0.634 | 1 | |||
Adult content | 2017 | 2.29 | 1.707 | 2 | 0.000 | 1.76 | 1.472 | 1 | 0.000 |
2020 | 1.40 | 0.789 | 1 | 1.17 | 0.547 | 1 | |||
News portals | 2017 | 2.17 | 1.274 | 2 | 0.348 | 1.80 | 1.197 | 1 | 0.693 |
2020 | 1.94 | 0.806 | 2 | 1.69 | 0.851 | 2 | |||
2017 | 1.97 | 1.188 | 2 | 0.378 | 1.90 | 1.240 | 1 | 0.041 | |
2020 | 1.88 | 0.818 | 2 | 1.88 | 0.901 | 2 | |||
Movies or videos | 2017 | 3.79 | 1.580 | 4 | 0.273 | 3.41 | 1.727 | 3 | 0.315 |
2020 | 3.67 | 1.284 | 4 | 3.29 | 1.497 | 3 | |||
Music | 2017 | 4.29 | 1.495 | 4 | 0.000 | 3.10 | 1.743 | 3 | 0.007 |
2020 | 3.62 | 1.433 | 3 | 2.77 | 1.678 | 2.5 | |||
Shopping | 2017 | 2.03 | 1.417 | 1 | 0.618 | 1.86 | 1.348 | 1 | 0.074 |
2020 | 1.86 | 1.100 | 1 | 1.61 | 0.966 | 1 | |||
Online gaming | 2017 | 2.47 | 1.677 | 2 | 0.197 | 2.52 | 1.812 | 2 | 0.053 |
2020 | 2.52 | 1.502 | 2 | 2.25 | 1.610 | 1 | |||
Homework or research | 2017 | 2.63 | 1.371 | 2 | 0.000 | 2.31 | 1.366 | 2 | 0.000 |
2020 | 3.21 | 1.379 | 3 | 3.27 | 1.417 | 3 |
Time | N | Not Included | Victim | Perpetrator | Victim/ Perpetrator | χ2 | p | V |
---|---|---|---|---|---|---|---|---|
% | % | % | % | |||||
2017 | 539 | 57.7 | 8.7 | 15.0 | 18.6 | 26.98 | 0.000 | 0.181 |
2020 | 284 | 72.5 | 10.9 | 7.7 | 8.8 |
Your Parents: | Experiencing | Committing | ||
---|---|---|---|---|
rpc | β | rpc | β | |
Talk to you about using the Internet | −0.052 | −0.024 | −0.127 ** | −0.052 |
Inform you about the risks of using the Internet | −0.125 ** | −0.154 ** | −0.206 ** | −0.205 ** |
Sit next to you while you use the Internet | 0.036 | 0.022 | −0.040 | −0.037 |
Encourage you to use the Internet independently | 0.001 | 0.016 | −0.025 | 0.014 |
You do stuff on the Internet together | −0.010 | −0.025 | −0.041 | −0.001 |
They use applications or programs to limit certain content to you | 0.136 ** | 0.090 * | 0.082 ** | 0.071 |
They monitor your search history after you finish using the Internet | 0.159 ** | 0.113 ** | 0.109 ** | 0.095 * |
They sometimes limit the usage of Internet to you | 0.068 * | 0.063 | 0.009 | 0.042 |
R | 0.237 ** | 0.258 ** | ||
R2 | 0.056 | 0.067 | ||
R2corr | 0.047 | 0.057 |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Vejmelka, L.; Matkovic, R.; Rajter, M. Cyberbullying in COVID-19 Pandemic Decreases? Research of Internet Habits of Croatian Adolescents. Information 2022, 13, 586. https://doi.org/10.3390/info13120586
Vejmelka L, Matkovic R, Rajter M. Cyberbullying in COVID-19 Pandemic Decreases? Research of Internet Habits of Croatian Adolescents. Information. 2022; 13(12):586. https://doi.org/10.3390/info13120586
Chicago/Turabian StyleVejmelka, Lucija, Roberta Matkovic, and Miroslav Rajter. 2022. "Cyberbullying in COVID-19 Pandemic Decreases? Research of Internet Habits of Croatian Adolescents" Information 13, no. 12: 586. https://doi.org/10.3390/info13120586
APA StyleVejmelka, L., Matkovic, R., & Rajter, M. (2022). Cyberbullying in COVID-19 Pandemic Decreases? Research of Internet Habits of Croatian Adolescents. Information, 13(12), 586. https://doi.org/10.3390/info13120586