Eye-movement patterns in face recognition are associated with cognitive decline in older adults
被引:44
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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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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:
Univ Hong Kong, Dept Psychol, PokFulam Rd, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, PokFulam Rd, Hong Kong, Hong Kong, Peoples R China
Chuk, Tim
Chan, Antoni B.
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h-index: 0
机构:
City Univ Hong Kong, Dept Comp Sci, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, PokFulam Rd, Hong Kong, Hong Kong, Peoples R China
Chan, Antoni B.
Hsiao, Janet H.
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h-index: 0
机构:
Univ Hong Kong, Dept Psychol, PokFulam Rd, Hong Kong, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, PokFulam Rd, Hong Kong, Hong Kong, Peoples R China
机构:
Johns Hopkins Sch Med, Dept Otolaryngol Head & Neck Surg, Baltimore, MD USA
Johns Hopkins Bloomberg Sch Publ Hlth, Dept Epidemiol, Baltimore, MD USA
Johns Hopkins Ctr Aging & Hlth, Baltimore, MD USAJohns Hopkins Sch Med, Dept Otolaryngol Head & Neck Surg, Baltimore, MD USA
Lin, Frank R.
Yaffe, Kristine
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h-index: 0
机构:
Univ Calif San Francisco, Dept Psychiat & Neurol, San Francisco, CA 94143 USA
Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USAJohns Hopkins Sch Med, Dept Otolaryngol Head & Neck Surg, Baltimore, MD USA
机构:
NYU, Tandon Sch Engn, Dept Technol Management & Innovat, New York, NY 10003 USANYU, Tandon Sch Engn, Dept Technol Management & Innovat, New York, NY 10003 USA
Anaraky, Reza Ghaiumy
Schuster, Amy M.
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机构:
Clemson Univ, Dept Psychol, Clemson, SC USANYU, Tandon Sch Engn, Dept Technol Management & Innovat, New York, NY 10003 USA
Schuster, Amy M.
Cotten, Shelia R.
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h-index: 0
机构:
Clemson Univ, Dept Commun, Clemson, SC USA
Clemson Univ, Dept Sociol Anthropol & Criminal Justice, Clemson, SC USANYU, Tandon Sch Engn, Dept Technol Management & Innovat, New York, NY 10003 USA
机构:
Univ Hong Kong, Dept Psychol, Pokfulam Rd, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, Pokfulam Rd, Hong Kong, Peoples R China
An, Jeehye
Hsiao, Janet H.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hong Kong, Dept Psychol, Pokfulam Rd, Hong Kong, Peoples R China
Univ Hong Kong, State Key Lab Brain & Cognit Sci, Pokfulam Rd, Hong Kong, Peoples R ChinaUniv Hong Kong, Dept Psychol, Pokfulam Rd, Hong Kong, Peoples R China
机构:
Rush Univ, Med Ctr, Dept Behav Sci, Chicago, IL 60612 USA
Univ Arizona, Dept Psychol, Tucson, AZ 85721 USARush Univ, Med Ctr, Dept Behav Sci, Chicago, IL 60612 USA
Edmonds, Emily C.
Glisky, Elizabeth L.
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h-index: 0
机构:
Univ Arizona, Dept Psychol, Tucson, AZ 85721 USARush Univ, Med Ctr, Dept Behav Sci, Chicago, IL 60612 USA
Glisky, Elizabeth L.
Bartlett, James C.
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h-index: 0
机构:
Univ Texas Dallas, Sch Behav & Brain Sci, Richardson, TX 75083 USARush Univ, Med Ctr, Dept Behav Sci, Chicago, IL 60612 USA
Bartlett, James C.
Rapcsak, Steven Z.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Arizona, Dept Psychol, Tucson, AZ 85721 USA
Univ Arizona, Dept Neurol, Tucson, AZ USA
So Arizona VA Hlth Care Syst, Tucson, AZ USARush Univ, Med Ctr, Dept Behav Sci, Chicago, IL 60612 USA