Literature DB >> 21743795

Twelve Frequently Asked Questions About Growth Curve Modeling.

Patrick J Curran1, Khawla Obeidat, Diane Losardo.   

Abstract

Longitudinal data analysis has long played a significant role in empirical research within the developmental sciences. The past decade has given rise to a host of new and exciting analytic methods for studying between-person differences in within-person change. These methods are broadly organized under the term growth curve models. The historical lines of development leading to current growth models span multiple disciplines within both the social and statistical sciences, and this in turn makes it challenging for developmental researchers to gain a broader understanding of the current state of this literature. To help address this challenge, the authors pose 12 questions that frequently arise in growth curve modeling, particularly in applications within developmental psychology. They provide concise and nontechnical responses to each question and make specific recommendations for further readings.

Entities:  

Year:  2010        PMID: 21743795      PMCID: PMC3131138          DOI: 10.1080/15248371003699969

Source DB:  PubMed          Journal:  J Cogn Dev        ISSN: 1524-8372


  21 in total

1.  Comparative longitudinal structural analyses of the growth and decline of multiple intellectual abilities over the life span.

Authors:  John J McArdle; Emilio Ferrer-Caja; Fumiaki Hamagami; Richard W Woodcock
Journal:  Dev Psychol       Date:  2002-01

2.  Finite mixture modeling with mixture outcomes using the EM algorithm.

Authors:  B Muthén; K Shedden
Journal:  Biometrics       Date:  1999-06       Impact factor: 2.571

3.  Implications of latent trajectory models for the study of developmental psychopathology.

Authors:  Patrick J Curran; Michael T Willoughby
Journal:  Dev Psychopathol       Date:  2003

4.  Testing main effects and interactions in latent curve analysis.

Authors:  Patrick J Curran; Daniel J Bauer; Michael T Willoughby
Journal:  Psychol Methods       Date:  2004-06

5.  The development of interpersonal aggression during adolescence: the importance of parents, siblings, and family economics.

Authors:  Shannon Tierney Williams; Katherine Jewsbury Conger; Shelley A Blozis
Journal:  Child Dev       Date:  2007 Sep-Oct

Review 6.  Latent variable modeling of differences and changes with longitudinal data.

Authors:  John J McArdle
Journal:  Annu Rev Psychol       Date:  2009       Impact factor: 24.137

Review 7.  The design and analysis of longitudinal studies of development and psychopathology in context: statistical models and methodological recommendations.

Authors:  J B Willett; J D Singer; N C Martin
Journal:  Dev Psychopathol       Date:  1998

8.  Latent growth curves within developmental structural equation models.

Authors:  J J McArdle; D Epstein
Journal:  Child Dev       Date:  1987-02

Review 9.  Adolescence-limited and life-course-persistent antisocial behavior: a developmental taxonomy.

Authors:  T E Moffitt
Journal:  Psychol Rev       Date:  1993-10       Impact factor: 8.934

10.  Integrating person-centered and variable-centered analyses: growth mixture modeling with latent trajectory classes.

Authors:  B Muthén; L K Muthén
Journal:  Alcohol Clin Exp Res       Date:  2000-06       Impact factor: 3.455

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  217 in total

1.  Sampling Development.

Authors:  Karen E Adolph; Scott R Robinson
Journal:  J Cogn Dev       Date:  2011-01-01

2.  Stressors in multiple life-domains and the risk for externalizing and internalizing behaviors among African Americans during emerging adulthood.

Authors:  Lorena M Estrada-Martínez; Cleopatra H Caldwell; José A Bauermeister; Marc A Zimmerman
Journal:  J Youth Adolesc       Date:  2012-06-22

3.  Implicit Theories Relate to Youth Psychopathology, But How? A Longitudinal Test of Two Predictive Models.

Authors:  Jessica L Schleider; John R Weisz
Journal:  Child Psychiatry Hum Dev       Date:  2016-08

4.  The Contributions of Parental Management Language to Executive Function in Preschool Children.

Authors:  Samantha W Bindman; Annemarie H Hindman; Ryan P Bowles; Frederick J Morrison
Journal:  Early Child Res Q       Date:  2013

5.  Determinants of longitudinal health-related quality-of-life change in children with asthma from low-income families: a report from the PROMIS® Pediatric Asthma Study.

Authors:  Z Li; W L Leite; L A Thompson; H E Gross; E A Shenkman; B B Reeve; D A DeWalt; I-C Huang
Journal:  Clin Exp Allergy       Date:  2016-10-21       Impact factor: 5.018

6.  Multivariate Longitudinal Modeling of Cognitive Aging: Associations Among Change and Variation in Processing Speed and Visuospatial Ability.

Authors:  Annie Robitaille; Graciela Muniz; Andrea M Piccinin; Boo Johansson; Scott M Hofer
Journal:  GeroPsych (Bern)       Date:  2012

7.  Parent-adolescent relationship characteristics and adolescent cannabis use: A growth curve analysis.

Authors:  Sarah A Thomas; Leslie Ann Brick; Lauren Micalizzi; Jennifer C Wolff; Elisabeth A Frazier; Hannah Graves; Christianne Esposito-Smythers; Anthony Spirito
Journal:  Am J Drug Alcohol Abuse       Date:  2020-09-15       Impact factor: 3.829

8.  Eating expectancies before bariatric surgery: assessment and associations with weight loss trajectories.

Authors:  Gail A Williams-Kerver; Lauren M Schaefer; Misty A W Hawkins; Janis H Crowther; Jennifer Duncan
Journal:  Surg Obes Relat Dis       Date:  2019-08-12       Impact factor: 4.734

9.  Equivalent linear change in cognition between individuals with bipolar disorder and healthy controls over 5 years.

Authors:  Kelly A Ryan; Shervin Assari; Kaley Angers; David F Marshall; Kristin Hinrichs; Rebecca Easter; Pallavi Babu; Bethany D Pester; Scott A Langenecker; Melvin G McInnis
Journal:  Bipolar Disord       Date:  2017-09-14       Impact factor: 6.744

10.  Hearing Trajectory in Children with Congenital Cytomegalovirus Infection.

Authors:  Tatiana M Lanzieri; Winnie Chung; Jessica Leung; A Chantal Caviness; Jason L Baumgardner; Peggy Blum; Stephanie R Bialek; Gail Demmler-Harrison
Journal:  Otolaryngol Head Neck Surg       Date:  2018-03-20       Impact factor: 3.497

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