Development and Validation of an Instrument Measuring Cyberbullying Among Malaysian Youths
DOI:
https://doi.org/10.33736/jcshd.1921.2019Abstract
This study sought to develop and validate an instrument measuring cyberbullying among Malaysian youths. Exploratory factor analysis (EFA) was employed to determine the best sub-factors and items for the instrument, while confirmatory factor analysis (CFA) was performed to test and validate the measurement model. Results from EFA on 38 items showed that the items were pooled into four sub-factors. Meanwhile, results from CFA indicated that eight items had to be discarded in order to confirm that the model was fit. Overall, the final version of the instrument consisted of four cyberbullying sub-factors, namely, impersonation (13 items), cyberstalking and harassment (nine items), flaming (four items), and elimination (four items).
Keywords: Instrument development; Youths; Cyberbullying; Youth development
References
Alvarez-Garcia, D., Barreiro-Collazo, A., Nunez, J.C., & Dobarro, A. (2016). Validity and reliability of the Cyber-aggression Questionnaire for Adolescents (CYBA). The European Journal of Psychology Applied to Legal Context, 8, 69-77.
https://doi.org/10.1016/j.ejpal.2016.02.003
Antoniadou, N., Kokkinos, C.M., & Markos, A. (2016). Development, construct validation and measurement invariance of the Greek cyber-bullying/victimisation experiences questionnaire (CBVEQ-G). Computers in Human Behavior, 65, 380-390.
https://doi.org/10.1016/j.chb.2016.08.032
Aricak, O.T., & Ozbay, A. (2016). Investigation of the relationship between cyberbullying, cybervictimization, alexithymia and anger expression styles among adolescents. Computers in Human Behavior, 55, 278-285.
https://doi.org/10.1016/j.chb.2015.09.015
Balakrishnan, V. (2015). Cyberbullying among young adults in Malaysia: The roles of gender, age and Internet frequency. Computers in Human Behavior, 46, 149-157.
https://doi.org/10.1016/j.chb.2015.01.021
Balakrishanan, V. (2017). Unraveling the underlying factors SCulPT-ing cyberbullying behaviours among Malaysian young adults. Computers in Human Behavior, 75, 194-205.
https://doi.org/10.1016/j.chb.2017.04.062
Bauman, S., Toomey, R.B., & Walker, J.L., (2013). Associations among bullying, cyberbullying, and suicide in high school students. Journal of Adolescence, 36, 341-350.
https://doi.org/10.1016/j.adolescence.2012.12.001
Bentler, P.M., & Bonnet, D.C. (1980). Significance tests and goodness of fit in the analysis of covariance structures. Psychological Bulletin, 88 (3), 588-606.
https://doi.org/10.1037/0033-2909.88.3.588
Bentler, P.M. (1990). Comparative fit indexes in structural models. Psychological Bulletin, 107 (2), 238-46.
https://doi.org/10.1037/0033-2909.107.2.238
Calvete, E., Orue, I., Estevez, A., Villardon, L., & Padilla, P. (2010). Cyberbullying in adolescents: Modalities and aggressors' profile. Computers in Human Behavior, 26 (5), 1128-1135.
https://doi.org/10.1016/j.chb.2010.03.017
Cetin, B., Yaman, E., & Peker, A. (2011). Cyber victim and bullying scale: A study of validity and reliability. Computers and Education, 57, 2261-2271.
https://doi.org/10.1016/j.compedu.2011.06.014
Chau, P. (1997). Re-examining a model for evaluating information center success using a Structural Equation Modelling approach. Decision Sciences, 28 (2), 309-334.
https://doi.org/10.1111/j.1540-5915.1997.tb01313.x
Chapin, J., & Coleman, G. (2017). The cycle of cyberbullying: Some experience required. Retrieved from: http://ac.els-cdn.com/S0362331917300319/1-s2.0-S0362331917300319-main.pdf?_tid=1d139c06-605c-11e7-b223-00000aab0f02&acdnat=1499133620_6d4e79fbfd3e109627795f8f0cb69ffb
Coelho, V.A., Sousa, V., Marchante, M., Bras, P., & Ramoa, A.M. (2016). Bullying and cyberbullying in Portugal: Validation of a questionnaire and analysis of prevalence. School Psychology International, 37, 223-239.
https://doi.org/10.1177/0143034315626609
Del Rey, R., Casas, J.A., Ortega-Ruiz, R., Schultze-Krumbholz, A., Scheithauer, H., Smith, P., Thompson, F., Barkoukis, V., Tsorbatzoudis, H., Brighi, A., Guarini, A., Pyzalski, J., & Plichta, P. (2015). Structural validation and cross-cultural robustness of the European Cyberbullying Intervention Project Questionnaire. Computers in Human Behavior, 50, 141-147.
https://doi.org/10.1016/j.chb.2015.03.065
Digi (2015). Digi cybersafe in school. Retrieved on 11 January 2018, from http://new.digi.com.my/cs/site_template/digi/images/cybersafe/dcpinfographic-bm.jpg
Garaigordobil, M. (2015). Psychometric Properties of the Cyberbullying Test, a Screening Instrument to Measure Cyber-victimization, Cyber-aggression, and Cyberobservation. Journal of Interpersonal Violence.
https://doi.org/10.1177/0886260515600165
Hair, J.F., Black, W.C., Babin, B.J., & Anderson, R.E. (2010). Multivariate data analysis. Seventh Edition. Prentice-Hall, Upper Saddle River, New Jersey.
Hatcher, L. (1994). A step-by-step approach to using the SAS System for factor analysis and structural equation modelling. Cary, NC: SAS Institute Inc.
Hinduja, S., & Patchin, J.W. (2010). Bullying, cyberbullying, and suicide. Archives of Suicide Research, 14, 206-221.
https://doi.org/10.1080/13811118.2010.494133
Kokkinos, C.M., Antoniadou, N., & Markos, A. (20164). Cyber-bullying: An investigation of the psychological profile of university student participants. Journal of Applied Developmental Psychology, 35 (3), 204-214.
https://doi.org/10.1016/j.appdev.2014.04.001
Lam, L.T., & Li, Y. (2013).The validation of the E-Victimisation Scale (E-VS) and the E-Bullying Scale (E-BS) for adolescents. Computers in Human Behavior, 29, 3-7.
https://doi.org/10.1016/j.chb.2012.06.021
Landoll, R.R., La Greca, A.M., Lai, B.S., Chan, S.F., & Herge, W.M. (2015). Cyber victimisation by peers: Prospective associations with adolescent social anxiety and depressive symptoms. Journal of Adolescence, 42, 77-86.
https://doi.org/10.1016/j.adolescence.2015.04.002
Lee, J., Abell, N., & Holmes, J.L. (2015). Validation of measures of cyberbullying perpetration and victimisation in emerging adulthood. Research on Social Work Practice, 27, 456-467.
https://doi.org/10.1177/1049731515578535
Lee, C., & Shin, N. (2017). Prevalence of cyberbullying and predictors of cyberbullying perpetration among Korean adolescents. Computers in Human Behavior, 68, 352-358.
https://doi.org/10.1016/j.chb.2016.11.047
Mohamad Salleh, N., & Zainal, K. (2014). Bullying among secondary school students in Malaysia: A case study. International Education Studies, 7 (13), 184-191.
https://doi.org/10.5539/ies.v7n13p184
Nunnally, J.C (1978). Psychometric theory. 2nd Edition. Mc-Graw Hill, New York.
Schenk, A.M., Fremouw, W.J., & Keelan, C.M. (2013). Characteristics of college cyberbullies. Computers in Human Behavior, 29, 2320-2327.
https://doi.org/10.1016/j.chb.2013.05.013
Segars, A.H., & Grover, V. (1993). Re-examining perceived ease of use and usefulness: a confirmatory factor analysis. MIS Quarterly, 17 (4), 517-525.
https://doi.org/10.2307/249590
Smith, P.K., Mahdavi, J., Carvalho, M., Fisher, S., Russell, S., & Tippett, N. (2008). Cyberbullying: Its nature and impact in secondary school pupils. The Journal of Child Psychology and Psychiatry, 49 (4), 376-385.
https://doi.org/10.1111/j.1469-7610.2007.01846.x
Shapka, J.D., & Maghsoudi, R. (2017). Examining the validity and reliability of the cyber-aggression and cyber-victimisation scale. Computers in Human Behavior, 69, 10-17.
https://doi.org/10.1016/j.chb.2016.12.015
Stewart, R.W., Drescher, C.F., Maack, D.J., Ebesutani, C., & Young, J. (2014). The development and psychometric investigation of the cyberbullying scale. Journal of Interpersonal Violence, 29, 2218-2238.
https://doi.org/10.1177/0886260513517552
Topcu, C., & Erdur-Baker, O. (2010). The Revised Cyber Bullying Inventory (RCBI): validity and reliability studies. Procedia - Social and Behavioral Sciences, 5, 660-664.
https://doi.org/10.1016/j.sbspro.2010.07.161
Udris, R. (2014). Cyberbullying among high school students in Japan: Development and validation of the Online Disinhibition Scale. Computers in Human Behavior, 41, 253-261.
https://doi.org/10.1016/j.chb.2014.09.036
Vranjes, I., Baillien, E., Vandebosch, H., Erreygers, S., & De Witte, H. (2017). The dark side of working online: Towards a definition and an Emotion Reaction model of workplace cyberbullying. Computers in Human Behavior, 69, 324-334.
https://doi.org/10.1016/j.chb.2016.12.055
Yubero, S., Navarro, R., Elche, M., Larranaga, E., & Ovejero, A. (2017). Cyberbullying victimisation in higher education: An exploratory analysis of its association with social and emotional factors among Spanish students. Computers in Human Behavior, 75, 439-449.
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