Department of Psychiatry, Harvard Medical school, Boston, MA, USA.
Boston Attention and Learning Laboratory, VA Boston Healthcare, Jamaica Plain Division, 150 S Huntington Ave., Boston, MA, USA.
Sci Rep. 2019 Nov 29;9(1):17884. doi: 10.1038/s41598-019-54074-5.
Are gender differences in face recognition influenced by familiarity and socio-cultural factors? Previous studies have reported gender differences in processing unfamiliar faces, consistently finding a female advantage and a female own-gender bias. However, researchers have recently highlighted that unfamiliar faces are processed less efficiently than familiar faces, which have more robust, invariant representations. To-date, no study has examined whether gender differences exist for familiar face recognition. The current study addressed this by using a famous faces task in a large, web-based sample of > 2000 participants across different countries. We also sought to examine if differences varied by socio-cultural gender equality within countries. When examining raw accuracy as well when controlling for fame, the results demonstrated that there were no participant gender differences in overall famous face accuracy, in contrast to studies of unfamiliar faces. There was also a consistent own-gender bias in male but not female participants. In countries with low gender equality, including the USA, females showed significantly better recognition of famous female faces compared to male participants, whereas this difference was abolished in high gender equality countries. Together, this suggests that gender differences in recognizing unfamiliar faces can be attenuated when there is enough face learning and that sociocultural gender equality can drive gender differences in familiar face recognition.
性别差异对面部识别的影响是否受到熟悉度和社会文化因素的影响?先前的研究报告称,在处理不熟悉的面孔时存在性别差异,一致发现女性具有优势和女性自身性别偏见。然而,研究人员最近强调,不熟悉的面孔的处理效率低于熟悉的面孔,因为熟悉的面孔具有更强大、不变的特征。迄今为止,尚无研究检查熟悉的面孔识别是否存在性别差异。本研究通过在来自不同国家的 2000 多名参与者的大型在线样本中使用著名面孔任务来解决这个问题。我们还试图检查这些差异是否因国家内部的社会文化性别平等而有所不同。当检查原始准确性以及控制名气时,结果表明,在整体著名面孔准确性方面,参与者之间没有性别差异,这与不熟悉面孔的研究结果相反。男性参与者中也存在一致的自身性别偏见,但女性参与者中则没有。在性别平等程度较低的国家,包括美国,女性对著名女性面孔的识别明显优于男性参与者,而在性别平等程度较高的国家,这种差异则消失了。总的来说,这表明当有足够的面部学习时,识别不熟悉面孔的性别差异可以减弱,而社会文化性别平等可以驱动熟悉面孔识别中的性别差异。