Eye-movement patterns in face recognition are associated with cognitive decline in older adults

被引:44
|
作者
Chan, Cynthia Y. H. [1 ]
Chan, Antoni B. [2 ]
Lee, Tatia M. C. [3 ]
Hsiao, Janet H. [1 ]
机构
[1] Univ Hong Kong, Dept Psychol, Pokfulam Rd, Pok Fu Lam, Hong Kong, Peoples R China
[2] City Univ Hong Kong, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R China
[3] Univ Hong Kong, Neuropsychol Lab, Pok Fu Lam, Hong Kong, Peoples R China
关键词
Eye movement; Aging; Face recognition; Cognitive ability; Hidden Markov Model (HMM); HONG-KONG; VALIDATION; ATTENTION; FLUENCY; VERSION; AGE;
D O I
10.3758/s13423-017-1419-0
中图分类号
B841 [心理学研究方法];
学科分类号
040201 ;
摘要
The Hidden Markov Modeling approach for eye-movement data analysis is able to quantitatively assess differences and similarities among individual patterns. Here we applied this approach to examine the relationships between eye-movement patterns in face recognition and age-related cognitive decline. We found that significantly more older than young adults adopted holistic patterns, in which most eye fixations landed around the face center, as opposed to analytic patterns, in which eye movements switched among the two eyes and the face center. Participants showing analytic patterns had better performance than those with holistic patterns regardless of age. Interestingly, older adults with lower cognitive status (as assessed by the Montreal Cognitive Assessment), particularly in executive and visual attention functioning (as assessed by Tower of London and Trail Making Tests) were associated with a higher likelihood of holistic patterns. This result suggests the possibility of using eye movements as an easily deployable screening assessment for cognitive decline in older adults.
引用
收藏
页码:2200 / 2207
页数:8
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