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Latent profile and cluster analysis of infant temperament: Comparisons across person-centered approaches
Journal article   Open access   Peer reviewed

Latent profile and cluster analysis of infant temperament: Comparisons across person-centered approaches

Maria A Gartstein, Amanda Prokasky, Martha Ann Bell, Susan Calkins, David J Bridgett, Julia Braungart-Rieker, Esther Leerkes, Carol L Cheatham, Rina D Eiden, Krystal D Mize, …
Developmental psychology, Vol.53(10), pp.1811-1825
10-01-2017
PMCID: PMC5612890
PMID: 28758787

Abstract

Age Factors Child Development Cluster Analysis Female Humans Infant Infant Behavior Male Mothers Surveys and Questionnaires Temperament
There is renewed interest in person-centered approaches to understanding the structure of temperament. However, questions concerning temperament types are not frequently framed in a developmental context, especially during infancy. In addition, the most common person-centered techniques, cluster analysis (CA) and latent profile analysis (LPA), have not been compared with respect to derived temperament types. To address these gaps, we set out to identify temperament types for younger and older infants, comparing LPA and CA techniques. Multiple data sets (N = 1,356; 672 girls, 677 boys) with maternal ratings of infant temperament obtained using the Infant Behavior Questionnaire-Revised (Gartstein & Rothbart, 2003) were combined. All infants were between 3 and 12 months of age (M = 7.85; SD = 3.00). Due to rapid development in the first year of life, LPA and CA were performed separately for younger (n = 731; 3 to 8 months of age) and older (n = 625; 9 to 12 months of age) infants. Results supported 3-profile/cluster solutions as optimal for younger infants, and 5-profile/cluster solutions for the older subsample, indicating considerable differences between early/mid and late infancy. LPA and CA solutions produced relatively comparable types for younger and older infants. Results are discussed in the context of developmental changes unique to the end of the first year of life, which likely account for the present findings. (PsycINFO Database Record
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https://doi.org/10.1037/dev0000382View
Published (Version of record) Open

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