Abstract
Social isolation of school children is increased when teachers feel unable to respond to children’s report of witnessing or experiencing aggression at school. Teachers can find it difficult to respond adequately to children who report aggression when the aggression is deliberately hidden from the teacher by the perpetrator. This study aimed to explore, and then confirm, the latent factor structure of the Student Experience of Teacher Support Scale (SETSS), a new instrument designed to measure children’s experience when reporting aggression, including aggression that may have been cleverly hidden from school teachers. This paper reports two phases of the study (grades 4 to 6, Perth, Western Australia): sample 1 (N = 174) and sample 2 (N = 642). Qualitative methods informed instrument design. This paper describes the quantitative phases: first, exploratory factor analysis identified a two-factor model, student experience and heard by the teacher; second, confirmatory factor analysis and construct validity were conducted. The SETSS has a two-factor model of sound psychometric fit. The teacher’s response to children who report aggression can be experienced by children as supportive; alternatively, children may experience increased harm. The harm experienced by victims of aggression is increased when aggression is deliberately and intentionally hidden from teachers by the perpetrator. This adds to the empirical understanding of factors that predict bullying, the identification of harm that results from bullying, and will help track the effectiveness of interventions and prevention and management of this significant health threat.
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References
ACARA (2015). Guide to understanding ICSEA (Index of Community Socio-educational Advantage) values. http://www.acara.edu.au/_resources/Guide_to_understanding_icsea_values.pdf. Accessed 21 September 2016.
Allen, P., & Bennett, K. (2010). PASW statistics by SPSS: A practical guide version 18. South Melbourne, Australia: Cengage Learning Australia Pty Limited.
Beavers, A. S., Lounsbury, J. W., Richards, J. K., Huck, S. W., Skolits, G. J., & Esquivel, S. L. (2013). Practical considerations for using exploratory factor analysis in educational research. Practical Assessment, Research & Evaluation, 18(6), 1–13.
Bovaird, J. A. (2010). Scales and surveys: some problems with measuring bullying behaviour. In S. R. Jimerson, S. M. Swearer, & D. L. Espelage (Eds.), Handbook of bullying in schools: an international perspective (pp. 277–292). New York: Routledge.
Bradshaw, C. P., Sawyer, A. L., & O’Brennan, L. M. (2007). Bullying and peer victimization at school: perceptual differences between student’s and school staff. School Psychology Review, 36(3), 361–382.
Bronfenbrenner, U. (2001). Developmental ecology through space and time: a future perspective. In P. Moen, G. H. Elder, & K. Luscher (Eds.), Examining lives in context: perspectives on the ecology of human development (pp. 619–647). Washington DC: American Psychological Association.
Bronfenbrenner, U., & Morris, P. A. (2006). The bioecological model of human development. In W. Damon & R. M. Lerner (Eds.), Handbook of Child Psychology (6th ed., Vols. 1–12, Vol. 1: Theoretical models of human development, pp. 793–828). Hobolen: Wiley.
Byrne, B. M. (2012). Structural equation modeling with MPlus: basic concepts, application, and programming. Great Britain: Routledge.
Casper, D. M., & Card, N. A. (2017). Overt and relational victimization: a meta-analytic review of their overlap and associations with social-psychological adjustment. Child Development, 88(2), 466–483. https://doi.org/10.1111/cdev.12621.
Chango, J. M., McElhaney, K. B., Allen, J. P., Schad, M. M., & Marston, E. (2012). Relational stressors and depressive symptoms in late adolescence: rejection sensitivity as a vulnerability. Journal of Abnormal Child Psychology, 40(3), 369–379. https://doi.org/10.1007/s10802-011-9570-y.
Craig, W. M., Pepler, D., & Atlas, R. (2000). Observations of bullying in the playground and in the classroom. School Psychology International, 21(1), 22–36. https://doi.org/10.1177/0143034300211002.
Cross, D., Shaw, T., Hearn, L., Epstein, M., Monks, H., Lester, L., & Thomas, L. (2009). Australian Covert Bullying Prevalence Study (ACBPS). Child Health Promotion Research Centre: Edith Cowan University, Perth. http://deewr.gov.au/bullying-research-projects#australiancovert-bullying-prevalence. Accessed 2 April 2013.
Cross, D., Epstein, M., Hearn, L., Slee, P., Shaw, T., & Monks, H. (2011). National Safe Schools Framework: policy and practice to reduce bullying in Australian schools. International Journal of Behavioral Development, 35(5), 398–404. https://doi.org/10.1177/0165025411407456.
Cunningham, C. E., Rimas, H., Mielko, S., Mapp, C., Cunningham, L., Buchanan, D., Vaillancourt, T., Chen, Y., Deal, K., & Marcus, M. (2016). What limits the effectiveness of antibullying programs? A thematic analysis of the perspective of teachers. Journal of School Violence, 15(4), 460–482. https://doi.org/10.1080/15388220.2015.1095100.
Davey, C., Burke, T., & Shaw, C. (2010). Children’s participation in decision-making: a children’s views report. National Children’s Bureau. www.participationworks.org.uk.
Day, C., Stobart, G., Sammons, P., & Kington, A. (2006). Variations in the work and lives of teachers: relative and relational effectiveness. Teachers and Teaching, 12(2), 169–192. https://doi.org/10.1080/13450600500467381.
De Laet, S., Colpin, H., Vervoort, E., Doumen, S., Van Leeuwen, K., Goossens, L., & Verschueren, K. (2015). Developmental trajectories of children’s behavioral engagement in late elementary school: Both teachers and peers matter. Developmental Psychology, 51(9), 1292–1306. https://doi.org/10.1037/a0039478.
Eisenberger, N. I., Taylor, S. E., Gable, S. L., Hilmert, C. J., & Lieberman, M. D. (2007). Neural pathways link social support to attenuated neuroendocrine stress responses. NeuroImage, 35(4), 1601–1612. https://doi.org/10.1016/j.neuroimage.2007.01.038.
Ertesvåg, S. K. (2016). Students who bully and their perceptions of teacher support and monitoring. British Educational Research Journal, 42(5), 826–850. https://doi.org/10.1002/berj.3240.
Garandeau, C. F., Vartio, A., Poskiparta, E., & Salmivalli, C. (2016). School bullies’ intention to change behavior following teacher interventions: Effects of empathy arousal, condemning of bullying, and blaming of the perpetrator. Prevention Science, 17(8), 1034–1043. https://doi.org/10.1007/s11121-016-0712-x.
Gest, S. D., & Rodkin, P. C. (2011). Teaching practices and elementary classroom peer ecologies. Journal of Applied Developmental Psychology, 32(5), 288–296. https://doi.org/10.1016/j.appdev.2011.02.004.
Hawley, P. H. (2003). Prosocial and coercive configurations of resource control in early adolescence: a case for the well-adapted Machiavellian. Merrill-Palmer Quarterly, 49(3), 279–309. https://doi.org/10.1353/mpq.2003.0013.
Houghton, S. J., Nathan, E., & Taylor, M. (2012). To bully or not to bully, that is not the question: Western Australian early adolescents’ in search of a reputation. Journal of Adolescent Research, 27(4), 498–522. https://doi.org/10.1177/0743558411432638.
Kaiser, H. F. (1974). An index of factorial simplicity. Psychometrika, 39(1), 31–36.
Kiefer, S. M., & Wang, J. H. (2016). Associations of coolness and social goals with aggression and engagement during adolescence. Journal of Applied Developmental Psychology, 44, 52–62. https://doi.org/10.1016/j.appdev.2016.02.007.
Kline, R. B. (2005). Principles and practice of structural equation modeling. New York: The Guilford Press.
Laursen, B., & Hartl, A. C. (2013). Understanding loneliness during adolescence: developmental changes that increase the risk of perceived social isolation. Journal of Adolescence, 36(6), 1261–1268. https://doi.org/10.1016/j.adolescence.2013.06.003.
Marsh, H. W., Nagengast, B., Morin, A. J. S., Parada, R. H., Craven, R. G., & Hamilton, L. R. (2011). Construct validity of the multidimensional structure of bullying and victimization: an application of exploratory structural equation modeling. Journal of Educational Psychology, 103(3), 701–732. https://doi.org/10.1037/a0024122.
McCrae, R. R., Kurtz, J. E., Yamagata, S., & Terracciano, A. (2011). Internal consistency, retest reliability, and their implications for personality scale validity. Personality and Social Psychology Review, 15(1), 28–50. https://doi.org/10.1177/1088868310366253.
McDougall, P., & Vaillancourt, T. (2015). Long-term adult outcomes of peer victimization in childhood and adolescence: pathways to adjustment and maladjustment. American Psychologist, 70(4), 300–310. https://doi.org/10.1037/a0039174.
Mishna, F., Pepler, D., & Wiener, J. (2006). Factors associated with perceptions and responses to bullying situations by children, parents, teachers, and principals. Victims & Offenders, 1(3), 255–288. https://doi.org/10.1080/15564880600626163.
Mucherah, W., Finch, H., White, T., & Thomas, K. (2018). The relationship of school climate, teacher defending and friends on students’ perceptions of bullying in high school. Journal of Adolescence, 62, 128–139. https://doi.org/10.1016/j.adolescence.2017.11.012.
Muthén, L. K., & Muthén, B. O. (1998-2015). MPlus user’s guide. Seventh Edition. Los Angeles: Muthén & Muthén.
Nelson, H. J., Kendall, G. E., Burns, S. K., & Schonert-Reichl, K. A. (2015). A protocol for the design of an instrument to measure preadolescent children’s self-report of covert aggression and bullying. BMJ Open, 5(e009084), 10. https://doi.org/10.1136/bmjopen-2015-009084.
Nelson, H. J., Burns, S. K., Kendall, G. E., & Schonert-Reichl, K. A. (2018). The factors that influence and protect against power imbalance in covert aggression and bullying among preadolescent children: a thematic analysis. Journal of School Nursing, 34(4), 281–291. https://doi.org/10.1177/1059840517748417.
Norwalk, K. E., Hamm, J. V., Farmer, T. W., & Barnes, K. L. (2016). Improving the school context of early adolescence through teacher attunement to victimization effects on school belonging. The Journal of Early Adolescence, 36(7), 989–1009. https://doi.org/10.1177/0272431615590230.
Oberle, E., Schonert-Reichl, K. A., Guhn, M., Zumbo, B. D., & Hertzman, C. (2014). The role of supportive adults in promoting positive development in middle childhood: a population-based study. Canadian Journal of School Psychology, 29(4), 296–316. https://doi.org/10.1177/0829573514540116.
Oliver, C., & Candappa, M. (2007). Bullying and the politics of ‘telling’. Oxford Review of Education, 33(1), 71–86. https://doi.org/10.1080/03054980601094594.
Osborne, J. W., & Costello, A. B. (2009). Best practices in exploratory factor analysis: four recommendations for getting the most from your analysis. Pan-Pacific Management Review, 12(2), 131–146.
Pepler, D. J., Craig, W. M., & O’Connell, P. (2010). Peer processes in bullying: informing prevention and intervention strategies. In S. M. Swearer, S. R. Jimerson, & D. L. Espelage (Eds.), Handbook of bullying in schools: an international perspective (pp. 469–480). New York: Routledge.
Pfeifer, J. H., & Peake, S. J. (2012). Self-development: Integrating cognitive, socioemotional, and neuroimaging perspectives. Developmental Cognitive Neuroscience, 2(1), 55–69. https://doi.org/10.1016/j.dcn.2011.07.012.
Polit, D. F., & Beck, C. T. (2006). The content validity index: are you sure you know what’s being reported? Critique and recommendations. Research in Nursing & Health, 29(5), 489–497. https://doi.org/10.1002/nur.20147.
Raykov, T. (1997). Estimation of composite reliability for congeneric measures. Applied Psychological Measurement, 21(2), 173–184. https://doi.org/10.1177/01466216970212006.
Rodkin, P. C., Espelage, D. L., & Hanish, L. D. (2015). A relational framework for understanding bullying: developmental antecedents and outcomes. American Psychologist, 70(4), 311–321. https://doi.org/10.1037/a0038658.
Rosen, L. H., Scott, S. R., & DeOrnellas, K. (2017). Teachers’ perceptions of bullying: a focus group approach. Journal of School Violence, 16(1), 119–139. https://doi.org/10.1080/15388220.2015.1124340.
Russell, D. W. (2002). In search of underlying dimensions: the use (and abuse) of factor analysis. Personality and Social Psychology Bulletin, 28(12), 1629–1646. https://doi.org/10.1177/014616702237645.
Schonert-Reichl, K. A., Guhn, M., Gadermann, A. M., Hymel, S., Sweiss, L., & Hertzman, C. (2013). Development and validation of the middle years development instrument (MDI): assessing children’s well-being and assets across multiple contexts. Social Indicators Research, 114(2), 345–369. https://doi.org/10.1007/s11205-012-0149-y.
Serdiouk, M., Berry, D., & Gest, S. D. (2016). Teacher-child relationships and friendships and peer victimization across the school year. Journal of Applied Developmental Psychology, 46, 63–72. https://doi.org/10.1016/j.appdev.2016.08.001.
Swan, P., & Riley, P. (2015). Social connection: empathy and mentalization for teachers. Pastoral Care in Education, 33(4), 220–233. https://doi.org/10.1080/02643944.2015.1094120.
Swift, L. E., Hubbard, J. A., Bookhout, M. K., Grassetti, S. N., Smith, M. A., & Morrow, M. T. (2017). Teacher factors contributing to dosage of the KiVa anti-bullying program. Journal of School Psychology, 65, 102–115. https://doi.org/10.1016/j.jsp.2017.07.005.
The National Health and Medical Research Council, the Australian Research Council and the Australian Vice-Chancellors’ Committee (2007). National statement on ethical conduct in human research. Commonwealth of Australia, Canberra. http://www.nhmrc.gov.au/_files_nhmrc/publications/attachments/e72_national_statement_march_2014_140331.pdf. Accessed 18 July 2014.
Thornberg, R. (2018). School bullying and fitting into the peer landscape: a grounded theory field study. British Journal of Sociology of Education, 39(1), 144–158. https://doi.org/10.1080/01425692.2017.1330680.
Thornberg, R., Wänström, L., Pozzoli, T., & Gini, G. (2018). Victim prevalence in bullying and its association with teacher–student and student–student relationships and class moral disengagement: a class-level path analysis. Research Papers in Education, 33(3), 320–335. https://doi.org/10.1080/02671522.2017.1302499.
UNICEF (1989). Convention on the rights of the child. https://www.unicef.org/crc/. Accessed 6 April 2017.
Vaillancourt, T., & Hymel, S. (2006). Aggression and social status: the moderating roles of sex and peer-valued characteristics. Aggressive Behavior, 32(4), 396–408. https://doi.org/10.1002/ab.20138.
VanZoeren, S., & Weisz, A. N. (2018). Teachers’ perceived likelihood of intervening in bullying situations: individual characteristics and institutional environments. Journal of School Violence, 17(2), 258–269. https://doi.org/10.1080/15388220.2017.1315307.
Veenstra, R., Lindenberg, S., Huitsing, G., Sainio, M., & Salmivalli, C. (2014). The role of teachers in bullying: the relation between antibullying attitudes, efficacy, and efforts to reduce bullying. Journal of Educational Psychology, 106(4), 1135–1143. https://doi.org/10.1037/a0036110.
Volk, A. A., Veenstra, R., & Espelage, D. L. (2017). So you want to study bullying? Recommendations to enhance the validity, transparency, and compatibility of bullying research. Aggression and Violent Behavior, 36, 34–43. https://doi.org/10.1016/j.avb.2017.07.003.
WestEd (2005). California healthy kids survey: middle school survey, Module A. http://chks.wested.org/administer/download.
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Ethics approval was obtained from the University Human Research Ethics Committee; and the study was performed in accordance with the ethical standards as laid down in the National Statement on Ethical Conduct in Human Research (The National Health and Medical Research Council, the Australian Research Council and the Australian Vice-Chancellors’ Committee 2007). The Student Experience of Teacher Support Scale (SETSS) is copyright to the authors. Please contact the authors for permission to use any parts of the article that include the SETSS.
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Nelson, H.J., Kendall, G.E., Burns, S.K. et al. Development of the Student Experience of Teacher Support Scale: Measuring the Experience of Children Who Report Aggression and Bullying. Int Journal of Bullying Prevention 1, 99–110 (2019). https://doi.org/10.1007/s42380-019-00015-9
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DOI: https://doi.org/10.1007/s42380-019-00015-9