Passively-Measured Routine Home Computer Activity and Application Use Can Detect Mild Cognitive Impairment and Correlate with Important Cognitive Functions in Older Adulthood

被引:14
作者
Bernstein, John P. K. [1 ]
Dorociak, Katherine E. [2 ]
Mattek, Nora [3 ]
Leese, Mira [4 ]
Beattie, Zachary T. [3 ]
Kaye, Jeffrey A. [3 ]
Hughes, Adriana [4 ,5 ]
机构
[1] VA Boston Hlth Care Syst, 150 South Huntington Ave, Boston, MA 02130 USA
[2] VA Palo Alto Hlth Care Syst, Palo Alto, CA USA
[3] Oregon Ctr Aging & Technol, Portland, OR USA
[4] Minneapolis VA Healthcare Syst, Minneapolis, MN USA
[5] Univ Minnesota, Dept Psychiat, Minneapolis, MN 55455 USA
基金
美国国家卫生研究院;
关键词
Aging; computer use; mild cognitive impairment; technology; MULTILINGUAL NAMING TEST; ALZHEIMERS-DISEASE; TECHNOLOGY; ASSOCIATION; PERFORMANCE; GUIDELINES; CONSENSUS; DEMENTIA; MEMORY; BRAIN;
D O I
10.3233/JAD-210049
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Background: Computer use is a cognitively complex instrumental activity of daily living (IADL) that has been linked to cognitive functioning in older adulthood, yet little work has explored its capacity to detect incident mild cognitive impairment (MCI). Objective: To examine whether routine home computer use (general computer use as well as use of specific applications) could effectively discriminate between older adults with and without MCI, as well as explore associations between use of common computer applications and cognitive domains known to be important for IADL performance. Methods: A total of 60 community-dwelling older adults (39 cognitively healthy, 21 with MCI) completed a neuropsychological evaluation at study baseline and subsequently had their routine home computer use behaviors passively recorded for three months. Results: Compared to those with MCI, cognitively healthy participants spent more time using the computer, had a greater number of computer sessions, and had an earlier mean time of first daily computer session. They also spent more time using email and word processing applications, and used email, search, and word processing applications on a greater number of days. Better performance in several cognitive domains, but in particular memory and language, was associated with greater frequency of browser, word processing, search, and game application use. Conclusion: Computer and application use are useful in identifying older adults with MCI. Longitudinal studies are needed to determine whether decreases in overall computer use and specific computer application use are predictors of incident cognitive decline.
引用
收藏
页码:1053 / 1064
页数:12
相关论文
共 55 条
[1]  
AARP, OLD AM TECHN US KEEP
[2]   Autonomous Unobtrusive Detection of Mild Cognitive Impairment in Older Adults [J].
Akl, Ahmad ;
Taati, Babak ;
Mihailidis, Alex .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2015, 62 (05) :1383-1394
[3]   The diagnosis of mild cognitive impairment due to Alzheimer's disease: Recommendations from the National Institute on Aging-Alzheimer's Association workgroups on diagnostic guidelines for Alzheimer's disease [J].
Albert, Marilyn S. ;
DeKosky, Steven T. ;
Dickson, Dennis ;
Dubois, Bruno ;
Feldman, Howard H. ;
Fox, Nick C. ;
Gamst, Anthony ;
Holtzman, David M. ;
Jagust, William J. ;
Petersen, Ronald C. ;
Snyder, Peter J. ;
Carrillo, Maria C. ;
Thies, Bill ;
Phelps, Creighton H. .
ALZHEIMERS & DEMENTIA, 2011, 7 (03) :270-279
[4]   Internet Searches and Their Relationship to Cognitive Function in Older Adults: Cross-Sectional Analysis [J].
Austin, Johanna ;
Hollingshead, Kristy ;
Kaye, Jeffrey .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2017, 19 (09)
[5]  
Austin Johanna, 2017, Alzheimers Dement (Amst), V6, P210, DOI 10.1016/j.dadm.2017.02.003
[6]   Cognitive impairment in preclinical Alzheimer's disease:: A meta-analysis [J].
Bäckman, L ;
Jones, S ;
Berger, AK ;
Laukka, EJ ;
Small, BJ .
NEUROPSYCHOLOGY, 2005, 19 (04) :520-531
[7]   Computer usage and cognitive capability of older adults: Analysis of data from the Health and Retirement Study [J].
Calhoun, Denise ;
Lee, Seung Bok .
EDUCATIONAL GERONTOLOGY, 2019, 45 (01) :22-33
[8]   Correlates of, and Barriers to, Internet Use Among Older Adults [J].
Chang, Janet ;
McAllister, Carolyn ;
McCaslin, Rosemary .
JOURNAL OF GERONTOLOGICAL SOCIAL WORK, 2015, 58 (01) :66-85
[9]   The Digital Divide Among Low-Income Homebound Older Adults: Internet Use Patterns, eHealth Literacy, and Attitudes Toward Computer/Internet Use [J].
Choi, Namkee G. ;
DiNitto, Diana M. .
JOURNAL OF MEDICAL INTERNET RESEARCH, 2013, 15 (05)
[10]   Memory improvement following induced hyperinsulinemia in Alzheimer's disease [J].
Craft, S ;
Newcomer, J ;
Kanne, S ;
DagogoJack, S ;
Cryer, P ;
Sheline, Y ;
Luby, J ;
DagogoJack, A ;
Alderson, A .
NEUROBIOLOGY OF AGING, 1996, 17 (01) :123-130