Eye-movement patterns in face recognition are associated with cognitive decline in older adults
被引:48
作者:
Chan, Cynthia Y. H.
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机构:
Univ Hong Kong, Dept Psychol, Pokfulam Rd, Pok Fu Lam, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, Pokfulam Rd, Pok Fu Lam, Hong Kong, Peoples R China
Chan, Cynthia Y. H.
[1
]
Chan, Antoni B.
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h-index: 0
机构:
City Univ Hong Kong, Dept Comp Sci, Kowloon Tong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, Pokfulam Rd, Pok Fu Lam, Hong Kong, Peoples R China
Chan, Antoni B.
[2
]
Lee, Tatia M. C.
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机构:
Univ Hong Kong, Neuropsychol Lab, Pok Fu Lam, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, Pokfulam Rd, Pok Fu Lam, Hong Kong, Peoples R China
Lee, Tatia M. C.
[3
]
Hsiao, Janet H.
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机构:
Univ Hong Kong, Dept Psychol, Pokfulam Rd, Pok Fu Lam, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, Pokfulam Rd, Pok Fu Lam, Hong Kong, Peoples R China
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
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.
机构:
Michigan State Univ, Dept Comp Sci & Engn, E Lansing, MI 48824 USAUniv Texas Austin, Inst Neurosci, Austin, TX 78712 USA
Klare, Brendan F.
;
Jain, Anil K.
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机构:
Michigan State Univ, Dept Comp Sci & Engn, E Lansing, MI 48824 USA
Korea Univ, Dept Brain & Cognit Engn, Seoul 136713, South KoreaUniv Texas Austin, Inst Neurosci, Austin, TX 78712 USA
机构:
Univ Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
Chuk, Tim
;
Crookes, Kate
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Australia, Sch Psychol Sci, ARC Ctr Excellence Cognit & Its Disorders, Perth, WA, AustraliaUniv Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
Crookes, Kate
;
Hayward, William G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
Univ Auckland, Sch Psychol, Auckland, New Zealand
Univ Auckland, ARC Ctr Excellence Cognit & Its Disorders, Auckland, New ZealandUniv Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
Hayward, William G.
;
Chan, Antoni B.
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
Chan, Antoni B.
;
Hsiao, Janet H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
机构:
Michigan State Univ, Dept Comp Sci & Engn, E Lansing, MI 48824 USAUniv Texas Austin, Inst Neurosci, Austin, TX 78712 USA
Klare, Brendan F.
;
Jain, Anil K.
论文数: 0引用数: 0
h-index: 0
机构:
Michigan State Univ, Dept Comp Sci & Engn, E Lansing, MI 48824 USA
Korea Univ, Dept Brain & Cognit Engn, Seoul 136713, South KoreaUniv Texas Austin, Inst Neurosci, Austin, TX 78712 USA
机构:
Univ Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
Chuk, Tim
;
Crookes, Kate
论文数: 0引用数: 0
h-index: 0
机构:
Univ Western Australia, Sch Psychol Sci, ARC Ctr Excellence Cognit & Its Disorders, Perth, WA, AustraliaUniv Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
Crookes, Kate
;
Hayward, William G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
Univ Auckland, Sch Psychol, Auckland, New Zealand
Univ Auckland, ARC Ctr Excellence Cognit & Its Disorders, Auckland, New ZealandUniv Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
Hayward, William G.
;
Chan, Antoni B.
论文数: 0引用数: 0
h-index: 0
机构:
City Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China
Chan, Antoni B.
;
Hsiao, Janet H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, ARC Ctr Excellence Cognit & Its Disorders, Hong Kong, Hong Kong, Peoples R China