Latent class/profile analysis in maltreatment research: A commentary on Nooner et al., Pears et al., and looking beyond

Child Abuse & Neglect - Tập 34 Số 3 - Trang 155-160 - 2010
Scott C. Roesch1, Miguel T. Villodas2, Feion Villodas2
1Department of Psychology, San Diego State University, 5500 Campanile Drive, San Diego, CA 92182-4611, USA
2San Diego State University, University of California San Diego Joint Doctoral Program in Clinical Psychology, San Diego, USA

Tóm tắt

Từ khóa


Tài liệu tham khảo

Acosta, 2008, Latent class subtyping of Attention-Deficit/Hyperactivity Disorder and comorbid conditions, Journal of the American Academy of Child and Adolescent Psychiatry, 47, 797, 10.1097/CHI.0b013e318173f70b

Akaike, 1974, A new look at the statistical model identification, IEEE Transactions on Automatic Control, 19, 716, 10.1109/TAC.1974.1100705

Althoff, 2005, The latent class structure of ADHD is stable across informants, Twin Research and Human Genetics, 9, 507, 10.1375/twin.9.4.507

Althoff, 2006, Latent class analysis shows strong heritability of the child behavior checklist-juvenile bipolar phenotype, Biological Psychiatry, 60, 903, 10.1016/j.biopsych.2006.02.025

Arminger, 1999, Mixtures of condition mean- and covariance—structure models, Psychometrika, 64, 475, 10.1007/BF02294568

Bailey, 2007, Understanding the transmission of attachment using variable- and relationship-centered approaches, Development and Psychopathology, 19, 313, 10.1017/S0954579407070162

Bauer, 2007, Observations on the use of growth mixture models in psychological research, Multivariate Behavioral Research, 42, 757, 10.1080/00273170701710338

Bowen, 2007, Social environmental risk and protection: A typology with implications for practice in elementary schools, Children & Schools, 29, 229, 10.1093/cs/29.4.229

Bradshaw, 2008, School-based service utilization among urban children with early onset educational and mental health problems: The squeaky wheel phenomenon, School Psychology Quarterly, 23, 169, 10.1037/1045-3830.23.2.169

Chung, 2005, Latent transition analysis with covariates: Pubertal timing and substance abuse behaviors in adolescent women, Statistics in Medicine, 24, 2895, 10.1002/sim.2148

Cicchetti, 2006, Developmental psychopathology, Vol. 1, 1

Cicchetti, 2006, An ecological-transactional perspective on child maltreatment: Failure of the average expectable environment and its influences on child development, Vol. 1, 1

de Nijs, 2007, No hyperactive-impulsive subtype in teacher-rated attention-deficit/hyperactivity problems, European Journal of Adolescent Psychiatry, 16, 25, 10.1007/s00787-006-0572-1

de Nijs, 2007, Classes of disruptive behavior problems in referred adolescents, Psychopathology, 40, 440, 10.1159/000107428

Diener, 2003, Comparing typological structures across cultures by multigroup latent class analysis: A primer, Journal of Cross-Cultural Psychology, 34, 195, 10.1177/0022022102250427

D’Unger, 2002, Sex differences in age patterns of delinquent/criminal careers: Results from Poisson latent class analyses of the Philadelphia Cohort Study, Journal of Quantitative Criminology, 18, 349, 10.1023/A:1021117626767

Ferdinand, 2006, Distinctions between separation anxiety and social anxiety in children and adolescents, Behavior Research and Therapy, 44, 1523, 10.1016/j.brat.2005.11.006

Ferdinand, 2005, Latent class analysis of anxiety and depressive symptoms in referred adolescents, Journal of Affective Disorders, 88, 299, 10.1016/j.jad.2005.08.004

Ferdinand, 2006, No distinctions between different types of anxiety symptoms in pre-adolescents from the general population, Journal of Anxiety Disorders, 20, 207, 10.1016/j.janxdis.2004.12.003

Fergusson, 1994, The comorbidities of adolescent problem behaviors: A latent class model, Journal of Abnormal Child Psychology, 22, 339, 10.1007/BF02168078

Flaherty, 2008, Testing the degree of cross-sectional and longitudinal dependence between two discrete dynamic processes, Developmental Psychology, 44, 468, 10.1037/0012-1649.44.2.468

Gibson, 1959, Three multivariate models: Factor analysis, latent structure analysis, and latent profile analysis, Psychometrika, 24, 229, 10.1007/BF02289845

Hagenaars, 2002

Henson, 2007, Detecting mixtures from structural model differences using latent variable mixture modeling: A comparison of relative model fit statistics, Structural Equation Modeling, 12, 202, 10.1080/10705510709336744

Hill, 2006, Profiles of externalizing behavior problems for boys and girls across preschool: The roles of emotion regulation and inattention, Developmental psychology, 42, 913, 10.1037/0012-1649.42.5.913

Hipp, 2006, Local solutions in the estimation of growth mixture models, Psychological Methods, 11, 36, 10.1037/1082-989X.11.1.36

Lanza, 2008, A new procedure for latent transition analysis: Transitions in dating and sexual risk behaviors, Developmental Psychology, 44, 446, 10.1037/0012-1649.44.2.446

Lanza, 2005, Using data augmentation to obtain standard errors and conduct hypothesis tests in latent class and latent transition analysis, Psychological Methods, 10, 84, 10.1037/1082-989X.10.1.84

Lanza, 2003, Latent class and latent transition analysis, 663

Lanza, 2007, PROC LCA: A SAS procedure for Latent Class Analysis, Structural Equation Modeling, 14, 671, 10.1080/10705510701575602

Laudy, 2005, Application of confirmatory latent class analysis in development psychology, European Journal of Development and Psychology, 2, 1, 10.1080/17405620444000193

Lazarfeld, 1968

Lin, 2004, Latent pattern mixture models for informative intermittent missing data in longitudinal studies, Biometrics, 60, 295, 10.1111/j.0006-341X.2004.00173.x

Linzer, D. A., & Lewis, J. (2007). poLCA: Polytomous variable latent class analysis. R package version 1.0. http://dlinzer.bol.ucla.edu/poLCA

Little, 1987

Lo, 2001, Testing the number of components in a normal mixture, Biometrika, 88, 767, 10.1093/biomet/88.3.767

Loken, 2004, Using latent class analysis to model temperament types, Multivariate Behavioral Research, 39, 625, 10.1207/s15327906mbr3904_3

Lubke, 2006, Distinguishing between latent classes and continuous factors: Resolution by maximum likelihood?, Multivariate Behavioral Research, 41, 499, 10.1207/s15327906mbr4104_4

McCrae, 2006, Profiles of children investigated for sexual abuse: Association with psychopathology symptoms and services, American Journal of Orthopsychiatry, 76, 468, 10.1037/0002-9432.76.4.468

McCuthcheon, 1987

McLachlan, 2000

Muthén, 2004, Latent variable analysis: Growth mixture modeling and related techniques for the social sciences, 345

Muthén, 2006, Should substance use disorders be considered as categorical or dimensional?, Addiction, 101, 6, 10.1111/j.1360-0443.2006.01583.x

Muthén, 2006

Nagin, 2005

Neumann, 1999, Evaluation of ADHD typology in three contrasting samples, Journal of the American Academy of Child and Adolescent Psychiatry, 38, 25, 10.1097/00004583-199901000-00016

Nock, 2006, Prevalence, subtypes, and correlates of DSM-IV conduct disorder in the National Comorbidity Survey Replication, Psychological Medicine, 36, 699, 10.1017/S0033291706007082

Nooner, 2010, Youth Self-Report of Physical and Sexual Abuse: A Latent Class Analysis, Child Abuse & Neglect, 34, 146, 10.1016/j.chiabu.2008.10.007

Nylund, 2007, Subtypes, severity, and structural stability of peer victimization: What does latent class analysis say?, Child Development, 78, 1706, 10.1111/j.1467-8624.2007.01097.x

Nylund, 2007, Deciding on the number of classes in latent class analysis and growth mixture modeling. A Monte Carlo simulation study, Structural Equation Modeling, 14, 535, 10.1080/10705510701575396

Odgers, 2007, A latent variable modeling approach to identifying subtypes of serious and violent female juvenile offenders, Aggressive Behavior, 33, 339, 10.1002/ab.20190

Pears, 2008, Psychosocial and cognitive functioning of children with specific profiles of maltreatment, Child Abuse & Neglect, 32, 958, 10.1016/j.chiabu.2007.12.009

Ramaswamy, 1993, An empirical pooling approach for estimating marketing mix elasticities with PIMS data, Marketing Science, 12, 103, 10.1287/mksc.12.1.103

Reinke, 2008, Empirically derived subtypes of child academic and behavior problems: Co-occurrence and distal outcomes, Journal of Abnormal Child Psychology, 36, 759, 10.1007/s10802-007-9208-2

Ris, 2007, Taxonicity of nonverbal learning disabilities in spina bifida, Journal of the International Neuropsychological Society, 13, 50, 10.1017/S1355617707070087

Romano, 2006, Histories of child maltreatment and psychiatric disorder in pregnant adolescents, Journal of the American Academy of Child and Adolescent Psychiatry, 45, 329, 10.1097/01.chi.0000194563.40418.81

Roy, 2003, Modeling longitudinal data with nonignorable dropouts using a latent dropout class model, Biometrics, 59, 829, 10.1111/j.0006-341X.2003.00097.x

Schwarz, 1978, Estimating the dimension of a model, Annals of Statistics, 6, 461, 10.1214/aos/1176344136

Sclove, 1987, Application of model-selection criteria to some problems in multivariate analysis, Psychometrika, 52, 333, 10.1007/BF02294360

Sharp, 2007, Biased mentalizing in children aged seven to 11: Latent class confirmation of response styles to social scenarios and associations with psychopathology, Social Development, 16, 182, 10.1111/j.1467-9507.2007.00378.x

Shevlin, 2008, A latent class analysis of adolescent adverse life events based on a Dutch national youth probability sample, Nordic Journal of Psychiatry, 62, 218, 10.1080/08039480801983992

Sondeijker, 2005, Classes of adolescents with disruptive behaviors in a general population sample, Social Psychiatry and Psychiatric Epidemiology, 40, 931, 10.1007/s00127-005-0970-6

Stone, 2006, Evidence for a hallucinogen dependence syndrome developing soon after onset of hallucinogen use during adolescents, International Journal of Methods in Psychiatric Research, 15, 116, 10.1002/mpr.188

Storr, 2007, Profiles of current disruptive behavior: Association with recent drug consumption among adolescents, Addictive Behaviors, 32, 248, 10.1016/j.addbeh.2006.03.045

Templin, 2006, Measurement of psychological disorders using cognitive diagnosis models, Psychological Methods, 11, 287, 10.1037/1082-989X.11.3.287

Thompson, 1998, At-risk behavior and group fighting: A latent structure analysis, Journal of Gang Research, 5, 1

Tofighi, 2007, Identifying the correct number of classes in growth mixture models, 317

Tolan, 1996, Patterns of psychopathology among urban poor children: Comorbidity and aggression effects, Journal of Consulting and Clinical Psychology, 64, 1094, 10.1037/0022-006X.64.5.1094

van Lang, 2006, Latent class analysis of anxiety and depressive symptoms of the Youth Self-Report in general population sample of young adolescents, Behavior Research and Therapy, 44, 849, 10.1016/j.brat.2005.06.004

van Lier, 2003, Classes of disruptive behaviour in a sample of young elementary school children, Journal of Child Psychology and Psychiatry, 44, 377, 10.1111/1469-7610.00128

Vermut, 2005

Volk, 2005, A systematic evaluation of ADHD and comorbid psychopathology in a population-based twin sample, Journal of the American Academy of Child and Adolescent Psychiatry, 44, 768, 10.1097/01.chi.0000166173.72815.83

Wadsworth, 2001, Latent class analysis of Child Behavior Checklist Anxiety/Depression in children and adolescents, Journal of the American Academy of Child and Adolescent Psychiatry, 40, 106, 10.1097/00004583-200101000-00023

Walrath, 2004, Gender differences in patterns of risk factors among children receiving mental health service: Latent class analyses, Journal of Behavioral Health Services & Research, 31, 297

Webels, 1996, Using latent class analysis to detect behavioral patterns in systems of observational variables, Evaluation and Program Planning, 19, 321, 10.1016/S0149-7189(96)00030-4

Yang, 2006, Evaluating latent class analyses in qualitative phenotype identification, Computational Statistics and Data Analysis, 50, 1090, 10.1016/j.csda.2004.11.004