The literature on bullying among students with disabilities is burgeoning. The purpose of this study was to examine risk factors for adolescents’ involvement in bullying across the bullying continuum. Drawing from the National Longitudinal Transition Study–2 (NLTS2), 2,870 adolescents with disabilities were sampled. Results from multinomial regression analyses indicated that internalizing symptoms and interpersonal skills were significant predictors of victimization and bully-victimization risk, respectively. Disability status emerged as a significant predictor only for bullying behavior. Ethnic differences were found for victimization roles, but not for bullying, suggesting that Caucasian students were most vulnerable to being the target of bullying or serving dual roles as bully-victims relative to students from other ethnic backgrounds. Implications for these findings are discussed.
BlakeJ. J. (2015). The utility of behavioral-emotional screeners in detecting student victimization risk. Manuscript submitted for publication.
2.
BlakeJ. J.BanksC. S.PatienceB. A.LundE. M. (2015). School-based mental health professionals’ bullying assessment practices: A call for evidenced-based bullying assessment guidelines. Professional School Counselor, 18, 136–147. doi:10.5330/2156-759X-18.1.136
3.
BlakeJ. J.KimE. S.LundE. M.ZhouQ.KwokO.BenzM. R. (2014). Predictors of bully victimization in children with disabilities: A longitudinal examination with a national dataset. Journal of Disability Policy Studies, 26, 199–208. doi:10.1177/1044207314539012
4.
BlakeJ. J.KimE. S.McCormickA. S.HayesD. (2011). The dimensionality of social victimization: A preliminary investigation. School Psychology Quarterly, 26, 56–69. doi:10.1037/a0022712
5.
BlakeJ. J.LundE. M.ZhouQ.KwokO.BenzM. R. (2012). National prevalence rates of bully victimization among students with disabilities in the United States. School Psychology Quarterly, 27, 210–222. doi:10.1037/spq0000008
6.
BoerA.PijlS. J.PostW.MinnaertA. (2013). Peer acceptance and friendships of students with disabilities in general education: The role of child, peer, and classroom variables. Social Development, 22, 831–844. doi:10.1111/j.1467-9507.2012.00670.x
7.
BorowskyI. W.TaliaferroL. A.McMorrisB. J. (2013). Suicidal thinking and behavior among youth involved in verbal and social bullying: Risk and protective factors. Journal of Adolescent Health, 53(1, Suppl.), S4–S12. doi:10.1016/j.jadohealth.2012.10.280
8.
BradshawC. P.BottianiJ. H.OsherD.SugaiG. (2014). The integration of Positive Behavioral Interventions and Supports and Social Emotional Learning. In WeistM. D.LeverN. A.BradshawC. P.OwensJ. S. (Eds.), Handbook of school mental health (2nd ed., pp. 101–118).
9.
BradshawC. P.SawyerA. L.O’BrennanL. (2009). A social disorganization perspective on bullying-related attitudes and behaviors: The influence of school context. American Journal of Community Psychology, 43, 204–220. doi:10.1007/s10464-009-9240-1
10.
DemarayM. K.MaleckiC. K. (2003). Perceptions of the frequency and importance of social support by students classified as victims, bullies, and bully/victims in an urban middle school. School Psychology Review, 32, 471–489.
11.
D’EspositoS. E.BlakeJ. J.RiccioC. A. (2011). Adolescents’ vulnerability to victimization: Interpersonal and intrapersonal predictors. Professional School Counseling, 14, 299–309. doi:10.5330/PSC.n.2011-14.299
12.
DomitrovichC. E.BradshawC. P.GreenbergM. T.EmbryD.PoduskaJ. M.IalongoN. S. (2010). Integrated models of school-based prevention: Logic and theory. Psychology in the Schools, 47, 71–88. doi:10.1002/pits.20452
13.
ElgarF. J.CraigW.BoyceW.MorganA.Vella-ZarbR. (2009). Income inequality and school bullying: Multilevel study of adolescents in 37 countries. Journal of Adolescent Health, 45, 351–359. doi:10.1016/j.jadohealth.2009.04.004
14.
ErikssonL.WelanderJ.GranlundM. (2007). Participation in everyday school activities for children with and without disabilities. Journal of Developmental Physical Disabilities, 19, 485–502. doi:10.1007/s10882-007-9065-5
15.
EspelageD. L.RoseC. A.PolaninJ. R. (2015). Social-emotional learning program to reduce bullying, fighting, and victimization among middle school students with disabilities. Remedial and Special Education, 36, 299–311. doi:10.1177/0741932514564563
16.
EstellD. B.FarmerT. W.IrvinM. J.CrowtherA.AkosP.BoudahD. J. (2009). Students with exceptionalities and the peer group context of bullying and victimization in late elementary school. Journal of Child and Family Studies, 18, 136–150. doi:10.1007/s10826-008-9214-1
17.
EstellD. B.JonesM. H.PearlR.Van AckerR.FarmerT. W.RodkinP. C. (2008). Peer groups, popularity, and social preference: Trajectories of social functioning among students with and without learning disabilities. Journal of Learning Disabilities, 41, 5–14. doi:10.1177/0022219407310993
18.
EvansC.EderD. (1993). “NO EXIT”: Processes of social isolation in middle school. Journal of Contemporary Ethnography, 22, 139–170. doi:10.1177/089124193022002001
19.
FarmerT.WikeT. L.AlexanderQ. R.RodkinP. C.MehtajiM. (2015). Students with disabilities and involvement in peer victimization: Theory, research, and considerations for the future. Remedial and Special Education, 36, 263–274. doi:10.1177/0741932514564563
20.
FarmerT. W.IrvinM. J.MotocaL. M.LeungM.HutchinsB. C.BrooksD. S.HallC. M. (2015). Externalizing and internalizing behavior problems, peer affiliations, and bullying involvement across the transition to middle school. Journal of Emotional and Behavioral Disorders, 23, 3–16. doi:10.1177/1063426613491286
21.
FarmerT. W.PetrinR.BrooksD. S.HammJ. V.LambertK.GravelleM. (2012). Bullying involvement and school adjustment of rural students with and without disabilities. Journal of Emotional and Behavioral Disorders, 20, 19–37. doi:10.1177/1063426610392039
22.
FinkelhorD.OrmrodR. K.TurnerH. A. (2009). The developmental epidemiology of childhood victimization. Journal of Interpersonal Violence, 24, 711–731. doi:10.1177/0886260508317185
23.
GodardP.McCrackenM.RollinJ.Van CampenJ.ValdesK.WilliamsonC. (2007). Special Elementary Education Longitudinal Study Waves 1, 2, & 3 data documentation and dictionary (Vol. 1). Menlo Park, CA: SRI International.
24.
GottfredsonD. C.DiPietroS. M. (2011). School size, social capital, and student victimization. Sociology of Education, 84, 69–89. doi:10.1177/0038040710392718
25.
GottfredsonG. D.GottfredsonD. C.PayneA.GottfredsonN. C. (2005). School climate predictors of school disorder: Results from a national study of delinquency prevention in schools. Journal of Research in Crime & Delinquency, 42, 412–444. doi:10.1177/0022427804271931
26.
GregoryA.CornellD.FanX.SherasP.ShihT. H.HuangF. (2010). Authoritative school discipline: High school practices associated with lower bullying and victimization. Journal of Educational Psychology, 102, 483–496. doi:10.1037/a0018562
HasselbladV.HedgesL. V. (1995). Meta-analysis of screening and diagnostic tests. Psychological Bulletin, 117, 167–178.
29.
Individuals With Disabilities Education Act of 1990, 20 U.S.C. § 1400 et seq. (1990) (amended 1997).
30.
Institute of Medicine & National Research Council. (2014). Building capacity to reduce bullying: Workshop summary. Washington, DC: The National Academies Press.
31.
JansenD.VeenstraR.OrmelJ.VerhulstF. C.ReijneveldS. A. (2011). Early risk factors for being a bully, victim, or bully/victim in late elementary and early secondary education: The longitudinal TRAILS study. BioMed Central Public Health, 11, 1–7. doi:10.1186/1471-2458-11-440
32.
KamphausR. W.DiStefanoC.DowdyE.EklundK.DunnA. R. (2010). Determining the presence of a problem: Comparing two approaches for detecting youth behavioral risk. School Psychology Review, 39, 395–407.
33.
KlomekA. B.MarroccoF.KleinmanM.SchonfeldI. S.GouldM. S. (2008). Peer victimization, depression, and suicidiality in adolescents. Suicide and Life-Threatening Behavior, 38, 166–180. doi:10.1521/suli.2008.38.2.166
34.
LessneD.CidadeM. (2015). Student reports of bullying and cyber-bullying: Results from the 2013 school crime supplement to the national crime victimization survey. U.S. Department of Justice, Bureau of Justice Statistics, School Crime Supplement to the National Crime Victimization Survey. Retrieved from http://nces.ed.gov/pubs2015/2015056.pdf
35.
LindellM. K.WhitneyD. J. (2001). Accounting for common method variance in cross-sectional research designs. Journal of Applied Psychology, 86, 114–121. doi:10.1037//0021-9010.86.1.114
36.
LindsayS.McPhersonA. C. (2012). Experiences of social exclusion and bullying at school among children and youth with cerebral palsy. Disability and Rehabilitation, 34, 101–109. doi:10.3109/09638288.2011.587086
37.
LittleR. J. A.RubinD. B. (1987). Statistical analysis with missing data. New York, NY: John Wiley.
38.
LockeJ.IshijimaE. H.KasariC.LondonN. (2010). Loneliness, friendship quality and the social networks of adolescents with high-functioning autism in an inclusive school setting. Journal of Research in Special Education Needs, 10, 74–81. doi:10.1111/j.1471-3802.2010.01148.x
39.
LongJ. D.PellegriniA. D. (2003). Studying change in dominance and bullying with linear mixed modeling. School Psychology Review, 22, 401–417.
40.
MerkleE. C. (2011). A comparison of imputation methods for Bayesian factor analysis models. Journal of Educational and Behavioral Statistics, 36, 257–276. doi:10.3102/1076998610375833
41.
MerrellK. W.GueldnerB. A.RossS. W.IsavaD. M. (2008). How effective are school bullying intervention programs? A meta-analysis of intervention research. School Psychology Quarterly, 23, 26–42. doi:10.1037/1045-3830.23.1.26
42.
MuthénL. K.MuthénB. O. (1998–2010). Mplus User’s Guide (6th ed.). Los Angeles, CA: Author.
43.
NordhagenR.NielsenA.StigumH.KöhlerL. (2005). Parental reported bullying among Nordic children: A population-based study. Child: Care, Health and Development, 31, 693–701.
44.
NowickiE. A.SandiesonR. (2002). A meta-analysis of school-age children’s attitudes towards persons with physical or intellectual disabilities. International Journal of Disability, Development and Education, 49, 243–265. doi:10.1080/1034912022000007270
45.
OlweusD. (1995). Bullying or peer abuse at school: Facts and intervention. Current Directions in Psychological Science, 4, 196–200. doi:10.1111/1467-8721.ep10772640
46.
PavriS.Monda-AmayaL. (2001). Social support in inclusive schools: Student and teacher perspectives. Exceptional Children, 67, 391–411. doi:10.1177/001440290106700307
47.
RiversI.PoteatV. P.NoretN.AshurstN. (2009). Observing bullying at school: The mental health implications of witness status. School Psychology Quarterly, 24, 211–223. doi:10.1037/a0018164
48.
RoseC. A.EspelageD. L. (2012). Risk and protective factors associated with bullying involvement of students with emotional and behavioral disorders. Behavioral Disorders, 37, 133–148.
49.
RoseC. A.EspelageD. L.Monda-AmayaL. E. (2009). Bullying and victimization rates among students in general and special education: A comparative analysis. Educational Psychology, 29, 761–776. doi:10.1080/01443410903254864
50.
RoseC. A.Monda-AmayaL. E.EspelageD. L. (2011). Bullying perpetration and victimization in Special Education: A review of the literature. Remedial and Special Education, 32, 114–130. doi:10.1177/0741932510361247
51.
SawyerA. L.BradshawC. P.O’BrennanL. M. (2008). Examining ethnic, gender, and developmental differences in the way children being a victim of bullying self-report measures. Journal of Adolescent Health, 43, 106–114. doi:10.1016/j.jadohealth.2007.12.011
52.
SaylorC. F.LeachJ. B. (2009). Perceived bullying and social support in students accessing special inclusion programming. Journal of Developmental Physical Disabilities, 21, 69–80.
53.
StifflerM. C.DeverB. V. (2015). An example using the BASC-2 Behavioral and Emotional Screening System (BESS). In Mental Health Screening at School (pp. 107–120). Switzerland: Springer.
54.
SullivanP. M. (2009). Violence exposure among children with disabilities. Clinical Child Family and Psychology Review, 12, 196–216. doi:10.1007/s10567-009-0056-1
55.
SullivanT. N.SutherlandK. S.FarrellA. D.TaylorK. A. (2015). An evaluation of second step: What are the benefits for youth with and without disabilities?Remedial and Special Education, 36, 286–298. doi:10.1177/0741932515575616
56.
SwearerS. M.EspelageD.ValliancourtT.HymelS. (2010). What can be done about school bullying? Linking research to educational practice. Educational Researcher, 39, 38–47. doi:10.3102/0013189X09357622
57.
SwearerS. M.WangC.MaagJ. W.SiebeckerA. B.FrerichsL. J. (2012). Understanding the bully dynamic among students in special and general education. Journal of School Psychology, 50, 503–520. doi:10.1016/j.jsp.2012.04.001
58.
TaylorL. A.SaylorC.TwymanK.MaciasM. (2010). Adding insult to injury: Bullying experiences of youth with attention deficit hyperactivity disorder. Children’s Health Care, 39, 59–72. doi:10.1080/02739610903455152
59.
ThapaA.CohenJ.GuffeyS.Higgins-D’AlessandroA. (2013). A review of school climate research. Review of Educational Research, 83, 357–385. doi:10.3102/0034654313483907
60.
ThompsonD.WhitneyI.SmithP. K. (1994). Bullying of children with special needs in mainstream schools. Support for Learning, 9, 103–106. doi:10.1111/j.1467-9604.1994.tb00168
61.
U.S. Department of Education, Institute of Education Science, National Center for Education Statistics, IES Data Security Office. (1999). Restricted-use data procedures manual (NCES Publication No. 96860rev). Retrieved from http://nces.Ed.gov/statprog/rudman/pubinfo.asp
62.
WaasdorpT. E.BradshawC. P.LeafP. J. (2012). The impact of Schoolwide Positive Behavioral Interventions and Supports on bullying and peer rejection: A randomized controlled effectiveness trial. Archives of Pediatrics & Adolescent Medicine, 166, 149–156. doi:10.3102/0034654313483907
63.
WagnerM.KutashK.DuchnowskiA. J.EpsteinM. H. (2005). The Special Education Elementary Longitudinal Study and the National Longitudinal Transition Study: Study designs and implications for youth with emotional disturbance. Journal of Emotional and Behavioral Disorders, 13, 25–41. doi:10.1177/10634266050130010301
64.
WangJ.IannottiR. J.NanselT. R. (2009). School bullying among adolescents in the United States: Physical, verbal, social, and cyber. Journal of Adolescent Health, 45, 368–375. doi:10.1016/j.jadohealth.2009.03.021
65.
WilsonD. (2004). The interface of school climate and school connectedness and relationships with aggression and victimization. Journal of School Health, 74, 293–299. doi:10.1111/j.1746-1561.2004.tb08286.x
66.
ZablotskyB.BradshawC. P.AndersonC. M.LawP. (2014). Risk factors among children with autism spectrum disorders. Autism, 18, 419–427. doi:10.1177/1362361313477920
67.
ZeedykS. M.RodriguezG.TiptonL. A.BakerB. L.BlacherJ. (2014). Bullying of youth with autism spectrum disorder, intellectual disability, or typical development: Victim and parent perspectives. Research in Autism Spectrum Disorders, 8, 1173–1183. doi:10.1016/j.rasd.2014.06.001
