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Patterning of individual variability in neurocognitive health among South African women exposed to childhood maltreatment
There are individual differences in health outcomes following exposure to childhood maltreatment, yet constant individual variance is often assumed in analyses. Among 286 Black, South African women, the association between childhood maltreatment and neurocognitive health, defined here as neurocognit...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7988062/ https://www.ncbi.nlm.nih.gov/pubmed/33758246 http://dx.doi.org/10.1038/s41598-021-85979-9 |
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author | Denckla, Christy A. Lee, Sun Yeop Kim, Rockli Spies, Georgina Vasterling, Jennifer J. Subramanian, S. V. Seedat, Soraya |
author_facet | Denckla, Christy A. Lee, Sun Yeop Kim, Rockli Spies, Georgina Vasterling, Jennifer J. Subramanian, S. V. Seedat, Soraya |
author_sort | Denckla, Christy A. |
collection | PubMed |
description | There are individual differences in health outcomes following exposure to childhood maltreatment, yet constant individual variance is often assumed in analyses. Among 286 Black, South African women, the association between childhood maltreatment and neurocognitive health, defined here as neurocognitive performance (NP), was first estimated assuming constant variance. Then, without assuming constant variance, we applied Goldstein’s method (Encyclopedia of statistics in behavioral science, Wiley, 2005) to model “complex level-1 variation” in NP as a function of childhood maltreatment. Mean performance in some tests of information processing speed (Digit-symbol, Stroop Word, and Stroop Color) lowered with increasing severity of childhood maltreatment, without evidence of significant individual variation. Conversely, we found significant individual variation by severity of childhood maltreatment in tests of information processing speed (Trail Making Test) and executive function (Color Trails 2 and Stroop Color-Word), in the absence of mean differences. Exploratory results suggest that the presence of individual-level heterogeneity in neurocognitive performance among women exposed to childhood maltreatment warrants further exploration. The methods presented here may be used in a person-centered framework to better understand vulnerability to the toxic neurocognitive effects of childhood maltreatment at the individual level, ultimately informing personalized prevention and treatment. |
format | Online Article Text |
id | pubmed-7988062 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79880622021-03-25 Patterning of individual variability in neurocognitive health among South African women exposed to childhood maltreatment Denckla, Christy A. Lee, Sun Yeop Kim, Rockli Spies, Georgina Vasterling, Jennifer J. Subramanian, S. V. Seedat, Soraya Sci Rep Article There are individual differences in health outcomes following exposure to childhood maltreatment, yet constant individual variance is often assumed in analyses. Among 286 Black, South African women, the association between childhood maltreatment and neurocognitive health, defined here as neurocognitive performance (NP), was first estimated assuming constant variance. Then, without assuming constant variance, we applied Goldstein’s method (Encyclopedia of statistics in behavioral science, Wiley, 2005) to model “complex level-1 variation” in NP as a function of childhood maltreatment. Mean performance in some tests of information processing speed (Digit-symbol, Stroop Word, and Stroop Color) lowered with increasing severity of childhood maltreatment, without evidence of significant individual variation. Conversely, we found significant individual variation by severity of childhood maltreatment in tests of information processing speed (Trail Making Test) and executive function (Color Trails 2 and Stroop Color-Word), in the absence of mean differences. Exploratory results suggest that the presence of individual-level heterogeneity in neurocognitive performance among women exposed to childhood maltreatment warrants further exploration. The methods presented here may be used in a person-centered framework to better understand vulnerability to the toxic neurocognitive effects of childhood maltreatment at the individual level, ultimately informing personalized prevention and treatment. Nature Publishing Group UK 2021-03-23 /pmc/articles/PMC7988062/ /pubmed/33758246 http://dx.doi.org/10.1038/s41598-021-85979-9 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Denckla, Christy A. Lee, Sun Yeop Kim, Rockli Spies, Georgina Vasterling, Jennifer J. Subramanian, S. V. Seedat, Soraya Patterning of individual variability in neurocognitive health among South African women exposed to childhood maltreatment |
title | Patterning of individual variability in neurocognitive health among South African women exposed to childhood maltreatment |
title_full | Patterning of individual variability in neurocognitive health among South African women exposed to childhood maltreatment |
title_fullStr | Patterning of individual variability in neurocognitive health among South African women exposed to childhood maltreatment |
title_full_unstemmed | Patterning of individual variability in neurocognitive health among South African women exposed to childhood maltreatment |
title_short | Patterning of individual variability in neurocognitive health among South African women exposed to childhood maltreatment |
title_sort | patterning of individual variability in neurocognitive health among south african women exposed to childhood maltreatment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7988062/ https://www.ncbi.nlm.nih.gov/pubmed/33758246 http://dx.doi.org/10.1038/s41598-021-85979-9 |
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