Key words: brain development | cognitive | brain networks | functional connectivity | adaptation | resilience | environment | poverty | socioeconomic status Acknowledgements: This study would not be possible without the massive efforts of the large team of ABCD leaders and organizers, staff and data curators, and families and children who participated.
Abstract. 1Prior fMRI research indicates that lower resting-state functional connectivity between 2 two specific brain networks is linked to better cognitive test performance in children and 3adults. However, most study samples are skewed towards higher-socioeconomic status 4individualsand what is adaptive for one population may not be for another. In a pre-5registered study, we analyzed resting-state fMRI data from 6839 children ages 9-10 6 years. For children above the federal poverty line, we replicated the prior finding: better 7 cognitive performance was related to weaker connectivity between the lateral 8 frontoparietal and default mode networks. However, for children living in poverty, this 9relation trended in the opposite direction. Follow-up cross-validated predictive analyses 10 revealed that these results were driven by several key features of a child's environment. 11Thus, "optimal" brain function depends in part on the external pressures children face, 12highlighting the need for more diverse samples in research on the human brain and 13behavior. 14 15 16