Abstract
This study used confirmatory factor analysis (CFA) to determine the best model for Oppositional Defiant Disorder (ODD) symptoms in children aged 3 to 15 years, as presented in the Disruptive Behavior Rating Scale. Teachers’ ratings of the ODD symptoms of 213 children from general community schools in Australia were obtained. The findings provided most support for a bifactor model based on Stringaris and Goodman’s [1] three-factor model (primary factors for irritable, hurtful, and headstrong). The general factor, but not the group factors in the model, showed high omega hierarchical and explained common variance. Thus, only the general factor in this model can be meaningfully interpreted. Also, the general factor was supported with regard to external validity. Specifically, this factor, but not the group factors, correlated strongly with ADHD inattention and hyperactivity/impulsivity symptom groups, and other measures of behavioural and emotional problems. The taxonomic, diagnostic, practical, and research implications of the findings are discussed.
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References
Stringaris A, Goodman R. Three dimensions of oppositionality in youth. J Child Psychol Psychiatry. 2009;50(3):216–23. doi:10.1097/CHI.0b013e3181984f30.
American Psychiatric Association. Diagnostic and statistical manual of mental disorders (DSM-5®). Washington, DC: American Psychiatric Association; 2013.
American Psychiatric Association. Diagnostic and statistical manual of mental disorders. 4th ed. Washington, DC: American Psychiatric Association; 1994.
American Psychiatric Association. Diagnostic and statistical manual. 4th ed. Text Revision (DSM-IV-TR). Washington, DC: American Psychiatric Association; 2000.
Krieger FV, Polanczyk GV, Goodman R, Rohde LA, Graeff-Martins AS, Salum G, et al. Dimensions of oppositionality in a Brazilian community sample: testing the DSM-5 proposal and etiological links. Journal of the American Academy of Child & Adolescent Psychiatry. 2013;52(4):389–400. doi:10.1016/j.jaac.2013.01.004.
Aebi M, Muller UC, Asherson P, Banaschewski T, Buitelaar J, Ebstein R, et al. Predictability of oppositional defiant disorder and symptom dimensions in children and adolescents with ADHD combined type. Psychol Med. 2010;40(12):2089–100. doi:10.1017/S0033291710000590.
Burke JD, Waldman I, Lahey BB. Predictive validity of childhood oppositional defiant disorder and conduct disorder: implications for the DSM-V. J Abnorm Psychol. 2010;119(4):739–51. doi:10.1037/a0019708.
Rowe R, Costello EJ, Angold A, Copeland WE, Maughan B. Developmental pathways in oppositional defiant disorder and conduct disorder. J Abnorm Psychol. 2010;119(4):726. doi:10.1037/a0020798.
Burke JD. An affective dimension within oppositional defiant disorder symptoms among boys: personality and psychopathology outcomes into early adulthood. J Child Psychol Psychiatry. 2012;53(11):1176–83. doi:10.1111/j.1469-7610.2012.02598.x.
Burke JD, Loeber R, Lahey BB, Rathouz PJ. Developmental transitions among affective and behavioral disorders in adolescent boys. J Child Psychol Psychiatry. 2005;46:1200–10. doi:10.1111/j.1469-7610.2005.00422.x.
Burke JD, Boylan K, Rowe R, Duku E, Stepp SD, Hipwell AE, et al. Identifying the irritability dimension of ODD: application of a modified bifactor model across five large community samples of children. J Abnorm Psychol. 2014;123(4):841–51.
Lavigne JV, Bryant FB, Hopkins J, Gouze KR. Dimensions of oppositional defiant disorder in young children: model comparisons, gender and longitudinal invariance. J Abnorm Child Psychol. 2015;43(3):423–39. doi:10.1007/s10802-014-9919-0.
Herzhoff K, Tackett JL. Subfactors of oppositional defiant disorder: converging evidence from structural and latent class analyses. J Child Psychol Psychiatry. 2016;57(1):18–29. doi:10.1111/jcpp.12423.
Ezpeleta L, Granero R, de la Osa N, Penelo E, Domenech JM. Dimensions of oppositional defiant disorder in 3-year-old preschoolers. J Child Psychol Psychiatry. 2012;53(11):1128–38. doi:10.1111/j.1469-7610.2012.02545.x.
Goodman R. The strengths and difficulties questionnaire: a research note. J Child Psychol Psychiatry. 1997;38(5):581–6. doi:10.1111/j.1469-7610.1997.tb01545.x.
Gomez R. Factor structure of parent and teacher ratings of the ODD symptoms for Malaysian primary school children. Asian J Psychiatr. 2016; doi:10.1016/j.ajp.2016.10.013.
Australian Bureau of Statistics [ABS]. Population census. Canberra: Australian Government Publishing Service; 2007.
Australian Bureau of Statistics. Australian standard classification of occupations. Canberra: Australian Government Publishing Service; 1997.
Barkley RA, Murphy KR. A clinical workbook: attention-deficit hyperactivity disorder. New York: Guilford; 1998.
Goodman R, Meltzer H, Bailey V. The strengths and difficulties questionnaire: a pilot study on the validity of the self-report version. Eur Child Adolesc Psychiatry. 1998;7(3):125–30. doi:10.1007/s007870050057.
Muthén LK, Muthén BO. Mplus statistical modeling software: release 7.0. Los Angeles: Muthén & Muthén; 2012.
Rhemtulla M, Brosseau-Liard PÉ, Savalei V. When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions. Psychol Methods. 2012;17(3):354. doi:10.1037/a0029315.
Beauducel A, Herzberg PY. On the performance of maximum likelihood versus means and variance adjusted weighted least squares estimation in CFA. Struct Equ Model. 2006;13(2):186–203. doi:10.1207/s15328007sem1302_2.
Lubke GH, Muthén BO. Applying multigroup confirmatory factor models for continuous outcomes to Likert scale data complicates meaningful group comparisons. Struct Equ Model. 2004;11(4):514–34. doi:10.1207/s15328007sem1104_2.
Millsap RE, Yun-Tein J. Assessing factorial invariance in ordered-categorical measures. Multivar Behav Res. 2004;39(3):479–515. doi:10.1207/S15327906MBR3903_4.
Hu LT, Bentler PM. Fit indices in covariance structure modeling: sensitivity to underparameterized model misspecification. Psychol Methods. 1998;3(4):424. doi:10.1037/1082-989X.3.4.424.
Nye CD, Drasgow F. Assessing goodness of fit: simple rules of thumb simply do not work. Organ Res Methods. 2011;14(3):548–70.
Revelle W, Zinbarg RE. Coefficients alpha, beta, omega, and the glb: comments on Sijtsma. Psychometrika. 2009;74(1):145–54. doi:10.1007/s11336-008-9102-z.
Zinbarg RE, Yovel I, Revelle W, McDonald RP. Estimating generalizability to a latent variable common to all of a scale's indicators: a comparison of estimators for ωh. Appl Psychol Meas. 2006;30(2):121–44.
Bonifay WE, Reise SP, Scheines R, Meijer RR. When are multidimensional data unidimensional enough for structural equation modeling? An evaluation of the DETECT multidimensionality index. Struct Equ Model Multidiscip J. 2015;22(4):504–16. doi:10.1080/10705511.2014.938596.
Hancock GR, Mueller RO. Rethinking construct reliability within latent variable systems. In: Structural equation modeling: Present and Future. 2001. pp. 195–216.
Reise SP, Bonifay WE, Haviland MG. Scoring and modeling psychological measures in the presence of multidimensionality. J Pers Assess. 2013;95(2):129–40. doi:10.1080/00223891.2012.725437.
Zinbarg RE, Revelle W, Yovel I, Li W. Cronbach’s α, Revelle’s β, and McDonald’s ω H: their relations with each other and two alternative conceptualizations of reliability. Psychometrika. 2005;70(1):123–33. doi:10.1007/s11336-003-0974-7.
Brunner M, Nagy G, Wilhelm O. A tutorial on hierarchically structured constructs. J Pers. 2012;80(4):796–846. doi:10.1111/j.1467-6494.2011.00749.x.
McDonald RP. Test theory: a unified approach. New Jersey: Lawrence Erlbaum Associates; 1999.
Reise SP. The rediscovery of bifactor measurement models. Multivar Behav Res. 2012;47(5):667–96.
Rodriguez A, Reise SP, Haviland MG. Applying bifactor statistical indices in the evaluation of psychological measures. J Pers Assess. 2016;98(3):223–37. doi:10.1080/00223891.2015.1089249.
Cohen J. A power primer. Psychol Bull. 1992;112:155–9.
Field A. Discovering statistics using IBM SPSS statistics (4th revised edition). London: Sage Publications Ltd.; 2013.
Authors Contributions
Rapson Gomez planning, design and then writing up. Vasileios Stavropoulos literature review, and writing up. George Van Doorn literature review, and writing up.
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The study was not funded by any source.
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Authors have no current financial or other interest with any organization currently or in future in terms of the research.
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All procedures followed for the present study were in accordance with the ethical standards of the responsible committee on human experimentation (institutional and national) and with the Helsinki Declaration of 1975, as revised in 2000 (5). Informed consent was obtained from all participants for being included in the study. No identifying information is included in this article. No animal or human studies were carried out by the authors for this article.
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Gomez, R., Stavropoulos, V. & Van Doorn, G. Factor Structure of Teacher Ratings of the ODD Symptoms in Children. Psychiatr Q 89, 219–234 (2018). https://doi.org/10.1007/s11126-017-9527-6
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DOI: https://doi.org/10.1007/s11126-017-9527-6