Literature DB >> 28758787

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

Maria A Gartstein1, Amanda Prokasky2, Martha Ann Bell3, Susan Calkins4, David J Bridgett5, Julia Braungart-Rieker6, Esther Leerkes4, Carol L Cheatham7, Rina D Eiden8, Krystal D Mize9, Nancy Aaron Jones9, Gina Mireault10, Erich Seamon11.   

Abstract

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 (c) 2017 APA, all rights reserved).

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Year:  2017        PMID: 28758787      PMCID: PMC5612890          DOI: 10.1037/dev0000382

Source DB:  PubMed          Journal:  Dev Psychol        ISSN: 0012-1649


  10 in total

1.  Testing the programming of temperament and psychopathology in two independent samples of children with prenatal substance exposure.

Authors:  Betty Lin; Brendan D Ostlund; Elisabeth Conradt; Linda L Lagasse; Barry M Lester
Journal:  Dev Psychopathol       Date:  2018-08

2.  Modeling development of frontal electroencephalogram (EEG) asymmetry: Sex differences and links with temperament.

Authors:  Maria A Gartstein; Gregory R Hancock; Natalia V Potapova; Susan D Calkins; Martha Ann Bell
Journal:  Dev Sci       Date:  2019-08-22

3.  Infant Temperament Profiles, Cultural Orientation, and Toddler Behavioral and Physiological Regulation in Mexican-American Families.

Authors:  Betty Lin; Kathryn Lemery-Chalfant; Charles Beekman; Keith A Crnic; Nancy A Gonzales; Linda J Luecken
Journal:  Child Dev       Date:  2021-07-19

4.  Variations in Well-Being as a Function of Paranormal Belief and Psychopathological Symptoms: A Latent Profile Analysis.

Authors:  Neil Dagnall; Andrew Denovan; Kenneth Graham Drinkwater
Journal:  Front Psychol       Date:  2022-06-24

Review 5.  Neurohormones and temperament interact during infant development.

Authors:  Nancy Aaron Jones; Aliza Sloan
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2018-04-19       Impact factor: 6.237

6.  Prenatal substance exposure and maternal hostility from pregnancy to toddlerhood: Associations with temperament profiles at 16 months of age.

Authors:  Brendan D Ostlund; Koraly E Pérez-Edgar; Shannon Shisler; Sarah Terrell; Stephanie Godleski; Pamela Schuetze; Rina D Eiden
Journal:  Dev Psychopathol       Date:  2021-10-15

7.  Do You Feel Included? A Latent Profile Analysis of Inclusion in the Chinese Context.

Authors:  Jiaojiao Qu; Mengcheng Wang
Journal:  Front Psychol       Date:  2022-03-02

8.  Temperament Types at Age 3 and Smartphone Overdependence at Age 10.

Authors:  Yeon Ha Kim
Journal:  Front Psychol       Date:  2022-03-10

9.  Using machine learning to understand age and gender classification based on infant temperament.

Authors:  Maria A Gartstein; D Erich Seamon; Jennifer A Mattera; Michelle Bosquet Enlow; Rosalind J Wright; Koraly Perez-Edgar; Kristin A Buss; Vanessa LoBue; Martha Ann Bell; Sherryl H Goodman; Susan Spieker; David J Bridgett; Amy L Salisbury; Megan R Gunnar; Shanna B Mliner; Maria Muzik; Cynthia A Stifter; Elizabeth M Planalp; Samuel A Mehr; Elizabeth S Spelke; Angela F Lukowski; Ashley M Groh; Diane M Lickenbrock; Rebecca Santelli; Tina Du Rocher Schudlich; Stephanie Anzman-Frasca; Catherine Thrasher; Anjolii Diaz; Carolyn Dayton; Kameron J Moding; Evan M Jordan
Journal:  PLoS One       Date:  2022-04-13       Impact factor: 3.240

10.  Are fearful boys at higher risk for anxiety? Person-centered profiles of toddler fearful behavior predict anxious behaviors at age 6.

Authors:  Anna M Zhou; Austen Trainer; Alicia Vallorani; Xiaoxue Fu; Kristin A Buss
Journal:  Front Psychol       Date:  2022-08-08
  10 in total

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