The Contributions of Working Memory and Executive Functioning to Problem Representation and Solution Generation in Algebraic Word Problems

被引:124
作者
Lee, Kerry [1 ]
Ng, Ee Lynn [1 ]
Ng, Swee Fong [1 ]
机构
[1] Nanyang Technol Univ, Natl Inst Educ, Singapore 637616, Singapore
关键词
working memory; algebra; executive function; reading comprehension; word problems; ARITHMETICAL COGNITION; CHILDREN; PERFORMANCE; INHIBITION; COMPREHENSION; DEFICITS; ABILITY; VIEWS;
D O I
10.1037/a0013843
中图分类号
G44 [教育心理学];
学科分类号
0402 ; 040202 ;
摘要
Solving algebraic word problems involves multiple cognitive phases. The authors used a multitask approach to examine the extent to which working memory and executive functioning are associated with generating problem models and producing solutions. They tested 255 11-year-olds on working memory (Counting Recall, Letter Memory, and Keep Track), ability to inhibit inappropriate responses (inhibition: numeric Stroop, Stop Signal), mental flexibility (switching: Number-Letter and Plus-Minus), English literacy, and algebraic problem-solving skills (problem representation, solution generation, and other subcomponents). Working memory explained about a quarter of the variance in both representation and solution formation. Literacy explained an additional 20% of the variance in representation formation. Ability to discern quantitative relationships explained an additional 10%. The findings go beyond a demonstration of an association between working memory and problem-solving accuracy. They show that success in word problems is particularly reliant on ability to decode and assign mathematical operators to quantitative relationships, 2 phases of problem solving that also draw heavily on working memory resources.
引用
收藏
页码:373 / 387
页数:15
相关论文
共 55 条
[21]   UNDERSTANDING AND SOLVING WORD ARITHMETIC PROBLEMS [J].
KINTSCH, W ;
GREENO, JG .
PSYCHOLOGICAL REVIEW, 1985, 92 (01) :109-129
[22]  
Kintsch W., 1998, Comprehension: A paradigm for cognition
[23]  
KINTSCH W, 1991, LEARN INSTR, V3, P235
[24]   Computerized training of working memory in children with ADHD -: A randomized, controlled trial [J].
Klingberg, T ;
Fernell, E ;
Olesen, PJ ;
Johnson, M ;
Gustafsson, P ;
Dahlström, K ;
Gillberg, CG ;
Forssberg, H ;
Westerberg, H .
JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 2005, 44 (02) :177-186
[25]   The real story behind story problems: Effects of representations on quantitative reasoning [J].
Koedinger, KR ;
Nathan, MJ .
JOURNAL OF THE LEARNING SCIENCES, 2004, 13 (02) :129-164
[26]   Text integration and mathematical connections: A computer model of arithmetic word problem solving [J].
LeBlanc, MD ;
WeberRussell, S .
COGNITIVE SCIENCE, 1996, 20 (03) :357-407
[27]   Working memory and literacy as predictors of performance on algebraic word problems [J].
Lee, K ;
Ng, SF ;
Ng, EL ;
Lim, ZY .
JOURNAL OF EXPERIMENTAL CHILD PSYCHOLOGY, 2004, 89 (02) :140-158
[28]   Strategic differences in algebraic problem solving: Neuroanatomical correlates [J].
Lee, Kerry ;
Lim, Zee Ying ;
Yeong, Stephanie H. M. ;
Ng, Swee Fong ;
Venkatraman, Vinod ;
Chee, Michael W. L. .
BRAIN RESEARCH, 2007, 1155 :163-171
[29]  
Lee Kerry, 2008, The International Journal of Creativity & Problem Solving, V18, P21
[30]   STUDENTS MISCOMPREHENSION OF RELATIONAL STATEMENTS IN ARITHMETIC WORD-PROBLEMS [J].
LEWIS, AB ;
MAYER, RE .
JOURNAL OF EDUCATIONAL PSYCHOLOGY, 1987, 79 (04) :363-371