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Multivariate Behavioral Research Volume 48, 2013 - Issue 1
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Original Articles

Modeling Nonlinear Change via Latent Change and Latent Acceleration Frameworks: Examining Velocity and Acceleration of Growth Trajectories

Kevin Grimm Department of Psychology, University of California, Davis
,
Zhiyong Zhang Department of Psychology, Notre Dame University
,
Fumiaki Hamagami Department of Psychiatry, University of Hawaii at Manoa
&
Michèle Mazzocco Institute of Child Development, University of Minnesota
Pages 117-143 | Received 28 Jun 2012, Accepted 29 Nov 2012, Published online: 29 Mar 2013

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Holly P. O’Rourke, Kimberly L. Fine, Kevin J. Grimm & David P. MacKinnon. (2022) The Importance of Time Metric Precision When Implementing Bivariate Latent Change Score Models. Multivariate Behavioral Research 57:4, pages 561-580.
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Susanna S. Yeung, Yingyi Liu & Dan Lin. (2020) Growth of phonemic awareness and spelling in a second language. International Journal of Bilingual Education and Bilingualism 23:6, pages 754-768.
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Sarfaraz Serang, Kevin J. Grimm & Zhiyong Zhang. (2019) On the Correspondence between the Latent Growth Curve and Latent Change Score Models. Structural Equation Modeling: A Multidisciplinary Journal 26:4, pages 623-635.
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Lu Ou, Sy-Miin Chow, Linying Ji & Peter C. M. Molenaar. (2017) (Re)evaluating the Implications of the Autoregressive Latent Trajectory Model Through Likelihood Ratio Tests of Its Initial Conditions. Multivariate Behavioral Research 52:2, pages 178-199.
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Kevin J. Grimm, Gina L. Mazza & Michèle M. M. Mazzocco. (2016) Advances in Methods for Assessing Longitudinal Change. Educational Psychologist 51:3-4, pages 342-353.
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Wei Wu & Kyle M. Lang. (2016) Proportionality Assumption in Latent Basis Curve Models: A Cautionary Note. Structural Equation Modeling: A Multidisciplinary Journal 23:1, pages 140-154.
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Articles from other publishers (26)

Sean R. Womack, Christopher R. Beam, Evan J. Giangrande, Xin Tong, Rebecca J. Scharf, Deborah Finkel, Deborah W. Davis & Eric Turkheimer. (2024) Co‐recovery of physical size and cognitive ability from infancy to adolescence: A twin study. Child Development.
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Sean R. Womack, Christopher R. Beam, Evan J. Giangrande, Rebecca J. Scharf, Xin Tong, Medha Ponnapalli, Deborah W. Davis & Eric Turkheimer. (2023) Nonlinear Catch-Up Growth in Height, Weight, and Head Circumference from Birth to Adolescence: A Longitudinal Twin Study. Behavior Genetics 53:5-6, pages 385-403.
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Ethan M. McCormick, Michelle L. Byrne, John C. Flournoy, Kathryn L. Mills & Jennifer H. Pfeifer. (2023) The Hitchhiker’s guide to longitudinal models: A primer on model selection for repeated-measures methods. Developmental Cognitive Neuroscience 63, pages 101281.
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Jin Liu & Robert A. Perera. (2023) Further exploration of the effects of time-varying covariate in growth mixture models with nonlinear trajectories. Behavior Research Methods.
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Jin Liu & Robert A. Perera. (2023) Estimating rate of change for nonlinear trajectories in the framework of individual measurement occasions: A new perspective on growth curves. Behavior Research Methods 56:3, pages 1349-1375.
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Udo Konradt, Alexander Nath, Sabrina Krys & Frank Heblich. (2022) Longitudinal Effects of a sit-stand desk intervention - persistence, Fade-Out, and psychological momentum: a Randomized Controlled Trial. BMC Psychology 10:1.
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Jin Liu. (2022) Jenss–Bayley Latent Change Score Model With Individual Ratio of the Growth Acceleration in the Framework of Individual Measurement Occasions. Journal of Educational and Behavioral Statistics 47:5, pages 507-543.
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Nur Hani Zainal & Michelle G. Newman. (2022) Curiosity helps: Growth in need for cognition bidirectionally predicts future reduction in anxiety and depression symptoms across 10 years. Journal of Affective Disorders 296, pages 642-652.
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James Garrett Matusik, John R. Hollenbeck & Rebecca L. Mitchell. (2020) Latent Change Score Models for the Study of Development and Dynamics in Organizational Research. Organizational Research Methods 24:4, pages 772-801.
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Bruno Sauce, John Wiedenhoeft, Nicholas Judd & Torkel Klingberg. (2021) Change by challenge: A common genetic basis behind childhood cognitive development and cognitive training. npj Science of Learning 6:1.
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Øystein Sørensen, Kristine B. Walhovd & Anders M. Fjell. (2021) A recipe for accurate estimation of lifespan brain trajectories, distinguishing longitudinal and cohort effects. NeuroImage 226, pages 117596.
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Judith M. Laposa, Lance L. Hawley, Kevin J. Grimm, Danielle E. Katz & Neil A. Rector. (2020) Anxiety Sensitivity Accelerates the Temporal Changes in Obsessions and Compulsions During Cognitive Behavioral Therapy. Cognitive Therapy and Research 44:6, pages 1116-1131.
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Carmem Beatriz Neufeld, Priscila C. Palma, Kátia A.S. Caetano, Priscila G. Brust-Renck, Joshua Curtiss & Stefan G. Hofmann. (2020) A randomized clinical trial of group and individual Cognitive-Behavioral Therapy approaches for Social Anxiety Disorder. International Journal of Clinical and Health Psychology 20:1, pages 29-37.
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Tim Vantilborgh, Joeri Hofmans & Timothy A. Judge. (2018) The time has come to study dynamics at work. Journal of Organizational Behavior 39:9, pages 1045-1049.
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Gemma Hammerton, Jon Heron, Liam Mahedy, Barbara Maughan, Matthew Hickman & Joseph Murray. (2018) Low resting heart rate, sensation seeking and the course of antisocial behaviour across adolescence and young adulthood. Psychological Medicine 48:13, pages 2194-2201.
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Kevin J. GrimmNilam Ram. (2018) Latent Growth and Dynamic Structural Equation Models. Annual Review of Clinical Psychology 14:1, pages 55-89.
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Laura Castro-Schilo & Kevin J. Grimm. (2017) Using residualized change versus difference scores for longitudinal research. Journal of Social and Personal Relationships 35:1, pages 32-58.
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Katerina M. Marcoulides & Kevin J. Grimm. (2016) Data Integration Approaches to Longitudinal Growth Modeling. Educational and Psychological Measurement 77:6, pages 971-989.
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Gemma Hammerton, Liam Mahedy, Joseph Murray, Barbara Maughan, Alexis C. Edwards, Kenneth S. Kendler, Matthew Hickman & Jon Heron. (2017) Effects of Excessive Alcohol Use on Antisocial Behavior Across Adolescence and Early Adulthood. Journal of the American Academy of Child & Adolescent Psychiatry 56:10, pages 857-865.
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Kevin J. Grimm, Pega Davoudzadeh & Nilam Ram. (2017) IV. DEVELOPMENTS IN THE ANALYSIS OF LONGITUDINAL DATA. Monographs of the Society for Research in Child Development 82:2, pages 46-66.
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Alexis C. Edwards, Jon Heron, Vladimir Vladimirov, Aaron R. Wolen, Daniel E. Adkins, Fazil Aliev, Matthew Hickman & Kenneth S. Kendler. (2016) The Rate of Change in Alcohol Misuse Across Adolescence is Heritable. Alcoholism: Clinical and Experimental Research 41:1, pages 57-64.
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Mo WangLe ZhouZhen Zhang. (2016) Dynamic Modeling. Annual Review of Organizational Psychology and Organizational Behavior 3:1, pages 241-266.
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Jungmeen Kim‐Spoon & Kevin J. Grimm. 2016. Developmental Psychopathology. Developmental Psychopathology 1 56 .
Anna Simonetto & Emma Zavarrone. (2014) A micro approach to cognitive skills’ growth in a university context. Quality & Quantity 49:3, pages 1013-1022.
Crossref
Nilam Ram & Kevin J. Grimm. 2015. Handbook of Child Psychology and Developmental Science. Handbook of Child Psychology and Developmental Science 1 31 .
Kevin J. Grimm, Laura Castro-Schilo & Pega Davoudzadeh. (2013) Modeling Intraindividual Change in Nonlinear Growth Models with Latent Change Scores. GeroPsych 26:3, pages 153-162.
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