ADHD and the externalizing spectrum: Direct comparison of categorical, continuous, and hybrid models of liability in a nationally representative sample

Social Psychiatry and Psychiatric Epidemiology

Volumn 49, Issue 8, 2014, Pages 1307-1317

  Carragher, Natacha ^a   Krueger, Robert F ^b   Eaton, Nicholas R ^c   Markon, Kristian E ^d   Keyes, Katherine M ^e   Blanco, Carlos ^f   Saha, Tulshi D ^g   Hasin, Deborah S ^h  

^a UNIVERSITY OF NEW SOUTH WALES   (Australia)

^b UNIVERSITY OF MINNESOTA   (United States)

^c STONY BROOK UNIVERSITY   (United States)

^d The University of Iowa   (United States)

^e Mailman School of Public Health   (United States)

^f NEW YORK STATE PSYCHIATRIC INSTITUTE   (United States)

^g NATIONAL INSTITUTE ON ALCOHOL ABUSE AND ALCOHOLISM   (United States)

^h Department of Neurology and the Taub Institute for Research on Alzheimer's Disease and the Aging Brain   (United States)

Author keywords

ADHD; Classification; Comorbidity; DSM 5; Externalizing

Indexed keywords

ADOLESCENT; ADULT; ANTISOCIAL PERSONALITY DISORDER; ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; CLASSIFICATION; COMPARATIVE STUDY; CONTROL; FEMALE; HUMAN; MALE; MENTAL DISEASE; PROBABILITY; PSYCHOLOGICAL MODEL; PSYCHOLOGY; SEVERITY OF ILLNESS INDEX; STATISTICAL MODEL; SUBSTANCE-RELATED DISORDERS; TOBACCO USE DISORDER;

ADOLESCENT; ADULT; ANTISOCIAL PERSONALITY DISORDER; ATTENTION DEFICIT DISORDER WITH HYPERACTIVITY; FEMALE; HUMANS; INTERNAL-EXTERNAL CONTROL; LOGISTIC MODELS; MALE; MODELS, PSYCHOLOGICAL; MODELS, STATISTICAL; PROBABILITY; PSYCHOPATHOLOGY; SEVERITY OF ILLNESS INDEX; SUBSTANCE-RELATED DISORDERS; TOBACCO USE DISORDER;

EID: 84904802489     PISSN: 09337954     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00127-013-0770-3     Document Type: Article

References (57)

1. Beesdo-Baum K, Höfler M, Gloster AT, Klotsche J, Lieb R, Beauducel A et al (2009) The structure of common mental disorders: a replication study in a community sample of adolescents and young adults. Int J Methods Psychiatr Res 18:204-220
2. Slade T, Watson D (2006) The structure of common DSM-IV and ICD-10 mental disorders in the Australian general population. Psychol Med 36:1593-1600 (Pubitemid 44575805)
3. American Psychiatric Association (2013) Diagnostic and statistical manual of mental disorders, fifth edition (DSM-5). American Psychiatric Association, Washington, DC
4. Krueger RF, Markon KE, Patrick CJ, Benning SD, Kramer MD (2007) Linking antisocial behavior, substance use, and personality: an integrative quantitative model of the adult externalizing spectrum. J Abnorm Psychol 116:645-666
5. Krueger RF, Markon KE, Patrick CJ, Iacono WG (2005) Externalizing psychopathology in adulthood: a dimensional-spectrum conceptualization and its implications for DSM-V. J Abnorm Psychol 114:537-550 (Pubitemid 41746990)
6. Markon K, Krueger RF (2005) Categorical and continuous models of liability to externalizing disorders: A direct comparison in NESARC. Arch Gen Psychiatry 62:1352-1359 (Pubitemid 41746612)
7. Eaton NR, Krueger RF, Keyes KM, Skodol AE, Markon KE, Grant BF, Hasin DS (2011) Borderline personality disorder co-morbidity: relationship to the internalizing-externalizing structure of common mental disorders. Psychol Med 41:1041-1050
8. Eaton NR, Krueger RF, Markon KE, Keyes KM, Skodol AE, Wall M, Hasin DS, Grant BF (2013) The structure and predictive validity of the internalizing disorders. J Abnorm Psychol 122:86-92
9. Kendler KS, Prescott CA, Myers J, Neale MC (2003) The structure of genetic and environmental risk factors for common psychiatric and substance use disorders in men and women. Arch Gen Psychiatry 60:929-937 (Pubitemid 37122313)
10. Hasin D, Kilcoyne B (2012) Comorbidity of psychiatric and substance use disorders in the United States: current issues and findings from the NESARC. Curr Opin Psychiatry 25:165-171
11. Arcos-Burgos M, Vélez JI, Solomon BD, Muenke M (2012) A common genetic network underlies substance use disorders and disruptive or externalizing disorders. Human Genet 131:917-929
12. Frodl T (2010) Comorbidity of ADHD and substance use disorder (SUD): a neuroimaging perspective. J Atten Disord 14:109-120
13. Lee SS, Humphreys KL, Flory K, Liu R, Glass K (2011) Prospective association of childhood attention-deficit/hyperactivity disorder (ADHD) and substance use and abuse/dependence: a meta-analytic review. Clin Psychol Rev 31:328-341
14. Charach A, Yeung E, Climans T, Lillie E (2011) Childhood attention-deficit/hyperactivity disorder and future substance use disorders: comparative meta-analyses. J Am Acad Child Adolesc Psychiatry 50:9-21
15. Cosgrove VE, Rhee SH, Gelhorn HL, Boeldt D, Corley RC, Ehringer MA et al (2011) Structure and etiology of co-occurring internalizing and externalizing disorders in adolescents. J Abnorm Child Psychol 39:109-123
16. Farmer RF, Seeley JR, Kosty DB, Lewinsohn PM (2009) Refinements in the hierarchical structure of externalizing psychiatric disorders: patterns of lifetime liability from mid-adolescence through early adulthood. J Abnorm Psychol 118:699-710
17. Forbush KT, Watson D (2013) The structure of common and uncommon mental disorders. Psychol Med 43:97-108
18. Lahey BB, Rathouz PJ, Van Hulle C, Urbano RC, Krueger RF, Applegate B et al (2008) Testing structural models of DSM-IV symptoms of common forms of child and adolescent psychopathology. J Abnorm Child Psychol 36:187-206
19. Almansa J, Vermunt JK, Forero CG, Vilagut G, De Graaf R, De Girolamo G et al (2011) Measurement and description of underlying dimensions of comorbid mental disorders using factor mixture models: results of the ESEMeD project. Int J Methods Psychiatr Res 20:116-133
20. Witkiewitz K, King K, McMahon RJ, Wu J, Luk J, Bierman KL et al (2013) Evidence for a multidimensional latent structural model of externalizing disorders. J Abnorm Child Psychol 41:233-237
21. Stinson FS, Dawson DA, Goldstein RB, Chou SP, Huang B, Smith SM et al (2008) Prevalence, correlates, disability, and comorbidity of DSM-IV narcissistic personality disorder: results from the Wave 2 National Epidemiologic Survey on Alcohol and Related Conditions. J Clin Psychiatry 69:1033-1045 (Pubitemid 352031585)
22. Ruan WJ, Goldstein RB, Chou SP, Smith SM, Saha TD, Pickering RP et al (2008) The alcohol use disorder and associated disabilities interview schedule-IV (AUDADIS-IV): reliability of new psychiatric diagnostic modules and risk factors in a general population sample. Drug Alcohol Depend 92:27-36 (Pubitemid 350218195)
23. Canino G, Bravo M, Ramírez R, Febo VE, Rubio-Stipec M, Fernández RL et al (1999) The Spanish Alcohol Use Disorder and Associated Disabilities Interview Schedule (AUDADIS): reliability and concordance with clinical diagnoses in a Hispanic population. J Stud Alcohol 60:790-799 (Pubitemid 29526544)
24. Grant BF, Dawson DA, Stinson FS, Chou PS, Kay W, Pickering R (2003) The alcohol use disorder and associated disabilities interview schedule-IV (AUDADIS-IV): reliability of alcohol consumption, tobacco use, family history of depression and psychiatric diagnostic modules in a general population sample. Drug Alcohol Depend 71:7-16 (Pubitemid 36734856)
25. Hasin D, Carpenter KM, McCloud S, Smith M, Grant BF (1997) The alcohol use disorder and associated disabilities interview schedule (AUDADIS): reliability of alcohol and drug modules in a clinical sample. Drug Alcohol Depend 44:133-141 (Pubitemid 27129506)
26. Schwartz G (1978) Estimating the dimension of a model. Ann Stat 6:461-464
27. Akaike H (1974) A new look at the statistical model identification. IEEE Trans Autom Control 19:716-723
28. Sclove SL (1987) Application of model-selection criteria to some problems in multivariate analysis. Psychometrika 52:333-343
29. Conway C, Hammen C, Brennan P (2012) A comparison of latent class, latent trait, and factor mixture models of DSM-IV borderline personality disorder criteria in a community setting: implications for DSM-5. J Pers Disord 26:793-803
30. Walton KE, Ormel J, Krueger RF (2011) The dimensional nature of externalizing behaviors in adolescence: evidence from a direct comparison of categorical, dimensional, and hybrid models. J Abnorm Child Psychol 39:553-561
31. Wright AG, Krueger RF, Hobbs MJ, Markon KE, Eaton NR, Slade T (2013) The structure of psychopathology: toward an expanded quantitative empirical model. J Abnorm Psychol 122:281-294
32. Barron AR, Cover TM (1991) Minimum complexity density estimation. IEEE Trans Inf Theory 37:1034-1054 (Pubitemid 21674992)
33. Grunwald PD (2007) The minimum description length principle. MIT Press, Cambridge
34. Rissanen J (2007) Information and complexity in statistical modelling. Springer, New York
35. Markon KE, Krueger RF (2006) Information-theoretic latent distribution modelling: distinguishing between discrete and continuous latent variable models. Psychol Methods 11:228-243 (Pubitemid 44414068)
36. Raftery AE (1995) Bayesian model selection in social research. Sociol Methodol 25:111-163
37. Clark SL, Muthén BO, Kaprio J, D'Onofrio BM, Viken R, Rose RJ et al (2009) Models and strategies for factor mixture analysis: two examples concerning the structure of underlying psychological disorders. http://www.statmodel.com/download/FMA%20Paper-v142.pdf
38. Kline RB (1998) Principles and practice of structural equation modeling. Guilford Press, New York
39. Millsap RE, Yun-Tein J (2004) Assessing factorial invariance in ordered-categorical measures. Multivar Behav Res 39:479-515 (Pubitemid 40031404)
40. Steiger JH (1990) Structural model evaluation and modification: an internal estimation approach. Multivar Behav Res 25:173-180
41. Bentler PM (1990) Comparative fit indexes in structural models. Psychol Bull 107:238-246
42. Tucker LR, Lewis C (1973) A reliability coefficient for maximum likelihood factor analysis. Psychometrika 38:1-10
43. Browne MW, Cudeck R (1993) Alternative ways of assessing model fit. Sociol Method Res 21:230-258
44. Hu L, Bentler PM (1998) Fit indices in covariance structure modeling: sensitivity to under parameterized model misspecification. Psychol Methods 3:424-453 (Pubitemid 128459636)
45. Cheung GW, Rensvold RB (2002) Evaluating goodness-of-fit indexes for testing measurement invariance. Struct Equ Model 9:233-255
46. Krueger RF (1999) The structure of common mental disorders. Arch Gen Psychiatry 56:921-926 (Pubitemid 29480128)
47. Regier DA, Kuhl EA, Kupfer DJ (2013) The DSM-5: classification and criteria changes. World Psychiatry 12:92-98
48. Andrews G, Pine DS, Hobbs MJ, Anderson TM, Sunderland M (2009) Neurodevelopmental disorders: cluster 2 of the proposed meta-structure for DSM-V and ICD-11. Psychol Med 39:2013-2023
49. Widiger TA (1993) The DSM-III-R categorical personality disorder diagnoses: a critique and an alternative. Psychol Inq 4:75-90
50. Helzer JE, Bucholz KK, Gossop M (2007) A dimensional option for the diagnosis of substance dependence in DSM-V. Int J Methods Psychiatr Res 16:S24-S33 (Pubitemid 46930450)
51. Peralta V, Cuesta MJ, Giraldo C, Cardenas A, Gonzalez F (2002) Classifying psychotic disorders: issues regarding categorical vs. dimensional approaches and time frame to assess symptoms. Eur Arch Psychiatry Clin Neurosci 252:12-18 (Pubitemid 36056686)
52. Rosenman S, Korten A, Medway J, Evans M (2003) Dimensional vs. categorical diagnosis in psychosis. Acta Psychiatr Scand 107:378-384 (Pubitemid 36606155)
53. van Os J, Gilvarry C, Bale R, Van Horn E, Tattan T, White I et al (1999) A comparison of the utility of dimensional and categorical representations of psychosis. Psychol Med 29:595-606 (Pubitemid 29261347)
54. Widiger TA, Mullins-Sweatt SN (2010) Clinical utility of a dimensional model of personality disorder. Prof Psychol Res Pr 41:488-494
55. Kessler RC (2002) The categorical versus dimensional assessment controversy in the sociology of mental illness. J Health Soc Behav 43:171-188
56. Miller CJ, Newcorn JH, Halperin JM (2010) Fading memories: retrospective recall inaccuracies in ADHD. J Atten Disord 14:7-14
57. Mesman J, Koot HM (2001) Early preschool predictors of preadolescent internalizing and externalizing DSM-IV diagnoses. J Am Acad Child Adolesc Psychiatry 40:1029-1036 (Pubitemid 32803815)