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Abstract
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.
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1 Harvard T. H. Chan School of Public Health, Department of Social and Behavioral Sciences, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)
2 Graduate School of Korea University, Interdisciplinary Program in Precision Public Health, Department of Public Health Sciences, Seoul, Republic of Korea (GRID:grid.222754.4) (ISNI:0000 0001 0840 2678); Korea University, Division of Health Policy and Management, College of Health Science, Seoul, Republic of Korea (GRID:grid.222754.4) (ISNI:0000 0001 0840 2678)
3 Stellenbosch University, NRF/DST South African Research Chairs Initiative, PTSD Program, Cape Town, South Africa (GRID:grid.11956.3a) (ISNI:0000 0001 2214 904X)
4 Boston University School of Medicine, Boston, USA (GRID:grid.189504.1) (ISNI:0000 0004 1936 7558)
5 Harvard T. H. Chan School of Public Health, Department of Social and Behavioral Sciences, Boston, USA (GRID:grid.38142.3c) (ISNI:000000041936754X); Harvard Center for Population and Development Studies, Cambridge, USA (GRID:grid.38142.3c) (ISNI:000000041936754X)