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Published in: BMC Pediatrics 1/2021

Open Access 01-12-2021 | Obesity | Research article

Patterns of risk exposure in first 1,000 days of life and health, behavior, and education-related problems at age 4.5: evidence from Growing Up in New Zealand, a longitudinal cohort study

Authors: Jan L. Wallander, Sarah Berry, Polly Atatoa Carr, Elizabeth R. Peterson, Karen E. Waldie, Emma Marks, Stephanie D’Souza, Susan M. B. Morton

Published in: BMC Pediatrics | Issue 1/2021

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Abstract

Background

Children who are high priority candidates for early intervention need to be identified to reduce their risk for experiencing problems in development. Those exposed to multiple risk factors are more likely to exhibit problems in development than those exposed to a single or no risk factor. We examined the longitudinal associations between persistence and timing of exposure to cumulative risk (CR) on three occasions by age 2 and problems in development at age 4.5 in health, behavior, and education-related domains.

Methods

Data are from Growing Up in New Zealand (NZ), a prospective longitudinal study of a birth cohort first assessed during their last trimester in 2009–10 and followed at ages 9 months and 2 and 4.5 years. All women with an expected delivery date in a 12-month period who resided within a defined region were invited to participate, with no additional eligibility criteria. Exposure was measured for 12 sociodemographic and maternal health risk factors at third trimester and ages 9 months and 2 years, from which developmental trajectories were constructed capturing persistence and timing of CR exposure. Ten developmental outcomes were measured at age 4.5 to classify problems in overall health status, obesity, and injuries; internalizing and externalizing behavior problems; and letter naming, counting forward and backward, and expectations for starting school and completing education.

Results

Analyses of data from 6156 children (49% female, 33% Non-European ethnicity) who participated in the 4.5-age assessment uniformly showed associations between exposure to more than consistently zero CR across early development and higher prevalence of being classified with problems for 9 of 10 outcomes. Persistent exposure to a CR ≥ 4 was generally associated with a higher prevalence of problems for 7 of 10 outcomes, whereas the timing of first exposure to CR ≥ 4 showed a less consistent association with problem outcomes.

Conclusions

These findings are concerning because over 50% of NZ children are exposed to at least one of these risk factors at some point in early development. Routine screening of most of these risk factors during pregnancy is feasible and can identify priority candidates for intervention.
Literature
2.
go back to reference Sameroff AJ. Environmental risk factors in infancy. Pediatrics. 1998;102(Suppl E1):1287–92.PubMed Sameroff AJ. Environmental risk factors in infancy. Pediatrics. 1998;102(Suppl E1):1287–92.PubMed
17.
go back to reference Morton SMB, Atatoa Carr PE, Grant CC, Berry SD, Marks EJ, Chen XM-H, et al. Growing Up in New Zealand: A longitudinal study of New Zealand children and their families. In: Vulnerability Report 1: Exploring the definition of vulnerability for children in their first 1000 days. Auckland: University of Auckland: Growing Up in New Zealand; 2014. Available from: https://www.growingup.co.nz/growing-reports. Cited 2020 Aug 28. Morton SMB, Atatoa Carr PE, Grant CC, Berry SD, Marks EJ, Chen XM-H, et al. Growing Up in New Zealand: A longitudinal study of New Zealand children and their families. In: Vulnerability Report 1: Exploring the definition of vulnerability for children in their first 1000 days. Auckland: University of Auckland: Growing Up in New Zealand; 2014. Available from: https://​www.​growingup.​co.​nz/​growing-reports. Cited 2020 Aug 28.
19.
go back to reference Phillips DA, Shonkoff JP, editors. From neurons to neighborhoods: the science of early childhood development. Washington DC: National Academies Press; 2000. Phillips DA, Shonkoff JP, editors. From neurons to neighborhoods: the science of early childhood development. Washington DC: National Academies Press; 2000.
29.
go back to reference Rutter M. (1979). Protective factors in children’s responses to stress and disadvantage. Ann Acad Med Singap. 1979;8(3):324–38 PMID: 547874.PubMed Rutter M. (1979). Protective factors in children’s responses to stress and disadvantage. Ann Acad Med Singap. 1979;8(3):324–38 PMID: 547874.PubMed
42.
go back to reference Little RJ, Rubin DB. Statistical analysis with missing data. 3rd ed. Hoboken: Wiley; 2019. Little RJ, Rubin DB. Statistical analysis with missing data. 3rd ed. Hoboken: Wiley; 2019.
43.
go back to reference Morton SMB, Grant CC, Berry SD, Walker CG, Corkin M, Ly K, et al. Growing up in New Zealand: a longitudinal study of New Zealand children and their families. In: Now we are four: describing the preschool years. Auckland: Growing Up in New Zealand; 2017. https://www.growingup.co.nz/growing-reports. Morton SMB, Grant CC, Berry SD, Walker CG, Corkin M, Ly K, et al. Growing up in New Zealand: a longitudinal study of New Zealand children and their families. In: Now we are four: describing the preschool years. Auckland: Growing Up in New Zealand; 2017. https://​www.​growingup.​co.​nz/​growing-reports.
Metadata
Title
Patterns of risk exposure in first 1,000 days of life and health, behavior, and education-related problems at age 4.5: evidence from Growing Up in New Zealand, a longitudinal cohort study
Authors
Jan L. Wallander
Sarah Berry
Polly Atatoa Carr
Elizabeth R. Peterson
Karen E. Waldie
Emma Marks
Stephanie D’Souza
Susan M. B. Morton
Publication date
01-12-2021
Publisher
BioMed Central
Keywords
Obesity
Obesity
Published in
BMC Pediatrics / Issue 1/2021
Electronic ISSN: 1471-2431
DOI
https://doi.org/10.1186/s12887-021-02652-w

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