Literature DB >> 26651085

Using cluster analysis to provide new insights into development of very low birthweight (VLBW) premature infants.

Gail S Ross1, L M Foran2, Baptiste Barbot3, K Mark Sossin4, Jeffrey M Perlman5.   

Abstract

BACKGROUND: Very low birthweight (VLBW) premature infant follow-up studies report on single developmental outcome variables but do not assess profiles of development. AIMS: To identify developmental profiles of VLBW premature infants based on cognitive and language development and their association with demographic, perinatal, and behavior variables. STUDY
DESIGN: Retrospective chart review.
SUBJECTS: 117 children<1250 g BW seen at 18 months post-term on the Bayley Scales-III and Child Behavior Checklist 1 ½-5 (CBCL 1 ½-5), a behavior problem questionnaire. Demographic and perinatal variables were obtained from medical records. OUTCOME MEASURES: Bayley Cognitive, Expressive Language, and Receptive Language scores were used to cluster the subjects into developmental profiles. Demographic, perinatal, and CBCL variables were analyzed as they related to clusters.
RESULTS: Children were clustered into 4 groups based on their Bayley Cognitive, Expressive Language, and Receptive Language scores: Consistently High, Consistently Average, Average with Delayed Expressive Language, and Consistently Low. Socioeconomic status, bronchopulmonary dysplasia, Grades III-IV intraventricular hemorrhage, and summary Behavior Problems and Attention Deficit/Hyperactivity (ADHD) Problems scores were significantly related to clusters.
CONCLUSION: Cluster analysis defined distinct outcome groups in VLBW premature children and provides an informative means of identifying factors related to developmental outcome. This approach may be useful in predicting later outcome and determining which groups of children will require early intervention.
Copyright © 2015 Elsevier Ireland Ltd. All rights reserved.

Entities:  

Keywords:  Behavior problems; Cluster analysis; Cognition; Language; Very low birthweight premature infants

Mesh:

Year:  2015        PMID: 26651085     DOI: 10.1016/j.earlhumdev.2015.11.005

Source DB:  PubMed          Journal:  Early Hum Dev        ISSN: 0378-3782            Impact factor:   2.079


  3 in total

1.  Supporting caregivers of children born prematurely in the development of language: A scoping review.

Authors:  Roxanne Belanger; Dominique Leroux; Pascal Lefebvre
Journal:  Paediatr Child Health       Date:  2019-10-21       Impact factor: 2.253

2.  Neuromotor Development of Children Aged 6 and 7 Years Born before the 30th Week Gestation.

Authors:  Joanna Majewska; Katarzyna Zajkiewicz; Kamila Wacław-Abdul; Joanna Baran; Daniel Szymczyk
Journal:  Biomed Res Int       Date:  2018-05-20       Impact factor: 3.411

Review 3.  Neurobehavioral Phenotype and Dysexecutive Syndrome of Preterm Children: Comorbidity or Trigger? An Update.

Authors:  Catherine Gire; Aurélie Garbi; Meriem Zahed; Any Beltran Anzola; Barthélémy Tosello; Valérie Datin-Dorrière
Journal:  Children (Basel)       Date:  2022-02-11
  3 in total

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