TY - JOUR
T1 - Differences in looking at own-and other-race faces are subtle and analysis-dependent
T2 - An account of discrepant reports
AU - Arizpe, Joseph
AU - Kravitz, Dwight J.
AU - Walsh, Vincent
AU - Yovel, Galit
AU - Baker, Chris I.
N1 - Publisher Copyright: This is an open access article, free of all copyright, and may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. The work is made available under the Creative Commons CC0 public domain dedication.
PY - 2016/2/1
Y1 - 2016/2/1
N2 - The Other-Race Effect (ORE) is the robust and well-established finding that people are generally poorer at facial recognition of individuals of another race than of their own race. Over the past four decades, much research has focused on the ORE because understanding this phenomenon is expected to elucidate fundamental face processingmechanisms and the influence of experience on such mechanisms. Several recent studies of the ORE in which the eyemovements of participants viewing own-and other-race faces were tracked have, however, reported highly conflicting results regarding the presence or absence of differential patterns of eye-movements to own-versus other-race faces. This discrepancy, of course, leads to conflicting theoretical interpretations of the perceptual basis for the ORE. Here we investigate fixation patterns to own-versus other-race (African and Chinese) faces for Caucasian participants using different analysis methods.While we detect statistically significant, though subtle, differences in fixation pattern using an Area of Interest (AOI) approach, we fail to detect significant differences when applying a spatial density map approach. Though there were no significant differences in the spatial density maps, the qualitative patternsmatched the results from the AOI analyses reflecting how, in certain contexts, Area of Interest (AOI) analyses can be more sensitive in detecting the differential fixation patterns than spatial density analyses, due to spatial pooling of data with AOIs. AOI analyses, however, also come with the limitation of requiring a priori specification. These findings provide evidence that the conflicting reports in the prior literature may be at least partially accounted for by the differences in the statistical sensitivity associated with the different analysis methods employed across studies. Overall, our results suggest that detection of differences in eye-movement patterns can be analysis-dependent and rests on the assumptions inherent in the given analysis.
AB - The Other-Race Effect (ORE) is the robust and well-established finding that people are generally poorer at facial recognition of individuals of another race than of their own race. Over the past four decades, much research has focused on the ORE because understanding this phenomenon is expected to elucidate fundamental face processingmechanisms and the influence of experience on such mechanisms. Several recent studies of the ORE in which the eyemovements of participants viewing own-and other-race faces were tracked have, however, reported highly conflicting results regarding the presence or absence of differential patterns of eye-movements to own-versus other-race faces. This discrepancy, of course, leads to conflicting theoretical interpretations of the perceptual basis for the ORE. Here we investigate fixation patterns to own-versus other-race (African and Chinese) faces for Caucasian participants using different analysis methods.While we detect statistically significant, though subtle, differences in fixation pattern using an Area of Interest (AOI) approach, we fail to detect significant differences when applying a spatial density map approach. Though there were no significant differences in the spatial density maps, the qualitative patternsmatched the results from the AOI analyses reflecting how, in certain contexts, Area of Interest (AOI) analyses can be more sensitive in detecting the differential fixation patterns than spatial density analyses, due to spatial pooling of data with AOIs. AOI analyses, however, also come with the limitation of requiring a priori specification. These findings provide evidence that the conflicting reports in the prior literature may be at least partially accounted for by the differences in the statistical sensitivity associated with the different analysis methods employed across studies. Overall, our results suggest that detection of differences in eye-movement patterns can be analysis-dependent and rests on the assumptions inherent in the given analysis.
UR - http://www.scopus.com/inward/record.url?scp=84959377965&partnerID=8YFLogxK
U2 - https://doi.org/10.1371/journal.pone.0148253
DO - https://doi.org/10.1371/journal.pone.0148253
M3 - مقالة
C2 - 26849447
SN - 1932-6203
VL - 11
JO - PLoS ONE
JF - PLoS ONE
IS - 2
M1 - e0148253
ER -