Introducing an adolescent cognitive maturity index

被引:2
|
作者
El Damaty, Shady [1 ,2 ]
Darcey, Valerie L. [1 ,2 ]
McQuaid, Goldie A. [2 ]
Picci, Giorgia [3 ,4 ]
Stoianova, Maria [2 ]
Mucciarone, Veronica [2 ]
Chun, Yewon [2 ]
Laws, Marissa L. [1 ]
Campano, Victor [2 ]
Van Hecke, Kinney [2 ]
Ryan, Mary [2 ]
Rose, Emma Jane [5 ]
Fishbein, Diana H. [6 ]
VanMeter, Ashley S. [1 ,2 ]
机构
[1] Georgetown Univ, Interdisciplinary Program Neurosci, Washington, DC 20057 USA
[2] Georgetown Univ, Ctr Funct & Mol Imaging, Dept Neurol, Med Ctr, Washington, DC 20057 USA
[3] Boys Town Natl Res Hosp, Inst Human Neurosci, Boys Town, NE USA
[4] Boys Town Natl Res Hosp, Ctr Pediat Brain Hlth, Boys Town, NE USA
[5] Penn State Univ, Dept Psychol, University Pk, PA USA
[6] Univ Northern Carolina, Frank Porter Graham Child Dev Inst, Translat Neuroprevent Res, Chapel Hill, NC USA
来源
FRONTIERS IN PSYCHOLOGY | 2022年 / 13卷
基金
美国国家卫生研究院;
关键词
adolescence; cognitive development; age prediction; maturity; dual systems model; regularized regression; structural equation model; UNDER-THE-CURVE; BRAIN MATURITY; FIT INDEXES; PREDICTING AGE; R PACKAGE; DUSI-R; MODEL; INHIBITION; BEHAVIOR; REWARD;
D O I
10.3389/fpsyg.2022.1017317
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Children show substantial variation in the rate of physical, cognitive, and social maturation as they traverse adolescence and enter adulthood. Differences in developmental paths are thought to underlie individual differences in later life outcomes, however, there remains a lack of consensus on the normative trajectory of cognitive maturation in adolescence. To address this problem, we derive a Cognitive Maturity Index (CMI), to estimate the difference between chronological and cognitive age predicted with latent factor estimates of inhibitory control, risky decision-making and emotional processing measured with standard neuropsychological instruments. One hundred and forty-one children from the Adolescent Development Study (ADS) were followed longitudinally across three time points from ages 11-14, 13-16, and 14-18. Age prediction with latent factor estimates of cognitive skills approximated age within +/- 10 months (r = 0.71). Males in advanced puberty displayed lower cognitive maturity relative to peers of the same age; manifesting as weaker inhibitory control, greater risk-taking, desensitization to negative affect, and poor recognition of positive affect.
引用
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页数:15
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