A Large-Scale Semantic Analysis of Verbal Fluency Across the Aging Spectrum: Data From the Canadian Longitudinal Study on Aging

被引:33
作者
Taler, Vanessa [1 ,2 ]
Johns, Brendan T. [3 ]
Jones, Michael N. [4 ]
机构
[1] Univ Ottawa, Sch Psychol, 136 Jean Jacques Lussier Vanier Hall, Ottawa, ON K1N 6N5, Canada
[2] Bruyere Res Inst, Ottawa, ON, Canada
[3] Univ Buffalo, Dept Commun Disorders & Sci, New York, NY USA
[4] Indiana Univ, Dept Psychol & Brain Sci, Bloomington, IN USA
来源
JOURNALS OF GERONTOLOGY SERIES B-PSYCHOLOGICAL SCIENCES AND SOCIAL SCIENCES | 2020年 / 75卷 / 09期
基金
加拿大健康研究院; 加拿大创新基金会;
关键词
Aging; CLSA; Computational modeling; Verbal fluency; WORD-FREQUENCY; CONTEXTUAL DIVERSITY; LEXICAL DECISION; REPRESENTATION; ACQUISITION; INFORMATION; ALZHEIMERS; LANGUAGE; DECLINE;
D O I
10.1093/geronb/gbz003
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
Objectives: The present study aimed to characterize changes in verbal fluency performance across the lifespan using data from the Canadian Longitudinal Study on Aging (CLSA). Methods: We examined verbal fluency performance in a large sample of adults aged 45-85 (n = 12,686). Data are from the Tracking cohort of the CLSA. Participants completed a computer-assisted telephone interview that included an animal fluency task, in which they were asked to name as many animals as they could in 1 min. We employed a computational modeling approach to examine the factors driving performance on this task. Results: We found that the sequence of items produced was best predicted by their semantic neighborhood, and that pairwise similarity accounted for most of the variance in participant analyses. Moreover, the total number of items produced declined slightly with age, and older participants produced items of higher frequency and denser semantic neighborhood than younger adults. Discussion: These findings indicate subtle changes in the way people perform this task as they age. The use of computational models allowed for a large increase in the amount of variance accounted for in this data set over standard assessment types, providing important theoretical insights into the aging process.
引用
收藏
页码:E221 / E230
页数:10
相关论文
共 44 条
[11]  
Johns B. T., 2017, BIG DATA COGNITIVE S
[12]  
Johns B. T., 2014, P 36 ANN C COGN SCI, pCOGNIT
[13]   Using experiential optimization to build lexical representations [J].
Johns, Brendan T. ;
Jones, Michael N. ;
Mewhort, D. J. K. .
PSYCHONOMIC BULLETIN & REVIEW, 2019, 26 (01) :103-126
[14]   Cognitive Modeling as an Interface Between Brain and Behavior: Measuring the Semantic Decline in Mild Cognitive Impairment [J].
Johns, Brendan T. ;
Taler, Vanessa ;
Pisoni, David B. ;
Farlow, Martin R. ;
Hake, Marie ;
Kareken, David A. ;
Unverzagt, Frederick W. ;
Jones, Michael N. .
CANADIAN JOURNAL OF EXPERIMENTAL PSYCHOLOGY-REVUE CANADIENNE DE PSYCHOLOGIE EXPERIMENTALE, 2018, 72 (02) :117-126
[15]   A Large-Scale Analysis of Variance in Written Language [J].
Johns, Brendan T. ;
Jamieson, Randall K. .
COGNITIVE SCIENCE, 2018, 42 (04) :1360-1374
[16]   The influence of contextual diversity on word learning [J].
Johns, Brendan T. ;
Dye, Melody ;
Jones, Michael N. .
PSYCHONOMIC BULLETIN & REVIEW, 2016, 23 (04) :1214-1220
[17]   The Role of Semantic Diversity in Word Recognition across Aging and Bilingualism [J].
Johns, Brendan T. ;
Sheppard, Christine L. ;
Jones, Michael N. ;
Taler, Vanessa .
FRONTIERS IN PSYCHOLOGY, 2016, 7
[18]   A synchronization account of false recognition [J].
Johns, Brendan T. ;
Jones, Michael N. ;
Mewhort, Douglas J. K. .
COGNITIVE PSYCHOLOGY, 2012, 65 (04) :486-518
[19]   Evaluating the random representation assumption of lexical semantics in cognitive models [J].
Johns, Brendan T. ;
Jones, Michael N. .
PSYCHONOMIC BULLETIN & REVIEW, 2010, 17 (05) :662-672
[20]  
Jones M.N., 2015, OXFORD HDB COMPUTATI, P232, DOI DOI 10.1093/OXFORDHB/9780199957996.013.11