title: Development of Effective Connectivity during Own- and Other-Race Face Processing: A Granger Causality Analysis.
abstract: Numerous developmental studies have suggested that other-race effect (ORE) in face recognition emerges as early as in infancy and develops steadily throughout childhood. However, there is very limited research on the neural mechanisms underlying this developmental ORE. The present study used Granger causality analysis (GCA) to examine the development of children's cortical networks in processing own- and other-race faces. Children were between 3 and 13 years. An old-new paradigm was used to assess their own- and other-race face recognition with ETG-4000 (Hitachi Medical Co., Japan) acquiring functional near infrared spectroscopy (fNIRS) data. After preprocessing, for each participant and under each face condition, we obtained the causal map by calculating the weights of causal relations between the time courses of [oxy-Hb] of each pair of channels using GCA. To investigate further the differential causal connectivity for own-race faces and other-race faces at the group level, a repeated measure analysis of variance (ANOVA) was performed on the GCA weights for each pair of channels with the face race task (own-race face vs. other-race face) as the within-subject variable and the age as a between-subject factor (continuous variable). We found an age-related increase in functional connectivity, paralleling a similar age-related improvement in behavioral face processing ability. More importantly, we found that the significant differences in neural functional connectivity between the recognition of own-race faces and that of other-race faces were modulated by age. Thus, like the behavioral ORE, the neural ORE emerges early and undergoes a protracted developmental course.
authors.affiliation: School of Computer and Information Technology, Beijing Jiaotong University Beijing, China.
authors.forename: Guifei
authors.initials: G
authors.lastname: Zhou
authors.affiliation: School of Computer and Information Technology, Beijing Jiaotong University Beijing, China.
authors.forename: Jiangang
authors.initials: J
authors.lastname: Liu
authors.affiliation: Dr. Eric Jackman Institute of Child Study, University of TorontoToronto, ON, Canada; Department of Psychology, National University of SingaporeSingapore, Singapore.
authors.forename: Xiao Pan
authors.initials: XP
authors.lastname: Ding
authors.affiliation: Department of Psychology, Hangzhou Normal University Hangzhou, China.
authors.forename: Genyue
authors.initials: G
authors.lastname: Fu
authors.affiliation: Dr. Eric Jackman Institute of Child Study, University of TorontoToronto, ON, Canada; Department of Psychology, Zhejiang Normal UniversityJinhua, China.
authors.forename: Kang
authors.initials: K
authors.lastname: Lee
keywords: Granger causal network; developmental ORE; effective connectivity; fNIRS; face recognition; other-race effect