ISSN 0439-755X
CN 11-1911/B

心理学报 ›› 2014, Vol. 46 ›› Issue (12): 1835-1849.doi: 10.3724/SP.J.1041.2014.01835

• 论文 • 上一篇    下一篇



  1. (1山东师范大学心理学院, 济南 250014) (2山东英才学院, 济南 250104) (3辽宁师范大学心理学院, 大连 116029)
  • 收稿日期:2013-07-15 发布日期:2014-12-25 出版日期:2014-12-25
  • 通讯作者: 司继伟, E-mail:
  • 基金资助:

    国家自然科学基金面上项目(31371048)、山东省自然科学基金面上项目(ZR2010CM059)和教育部人文社会科学研究基金一般项目(09YJAXLX014)资助, 并得到山东省强化建设重点学科“发展与教育心理学”专项经费资助。

Differences of Arithmetic Strategy Use in Adults with Different Math Anxieties: An ERP Study

SI Jiwei1; XU Yanli2; FENG Hongmin1; XU Xiaohua1; ZHOU Chao3   

  1. (1 School of Psychology, Shandong Normal University, Jinan 250014, China) (2 Shandong Yingcai University, JinNan 250104, China) (3 College of Psychology, Liaoning Normal University, Dalian 116029, China)
  • Received:2013-07-15 Online:2014-12-25 Published:2014-12-25
  • Contact: SI Jiwei, E-mail:


采用事件相关电位(ERP)技术和选择/无选法范式, 在两位数加法心算和估算中, 探索高、低数学焦虑个体的算术计算策略运用及其内在机制。行为结果:数学焦虑效应在策略运用的反应时和正确率指标上的差异都不显著; 而脑电结果:高数学焦虑个体的N400波幅显著高于低数学焦虑个体; 选择条件中, 估算与心算的数学焦虑效应的N100波幅差异; 无选条件中, 高低数学焦虑个体N1-P2复合波的波幅和潜伏期差异显著。数学焦虑效应在策略编码(0~250 ms)和策略选择/执行阶段(250 ms之后)存在差异。

关键词: 数学焦虑, 心算, 估算, 策略运用, 事件相关电位


As one of the leading researching topics of contemporary cognitive science, strategy use depends on many factors, such as situation, problem characteristics, individual differences including math anxiety, etc. (Siegler, 2007; Imbo & Vandierendonck, 2007).Various theories on arithmetic anxiety have been proposed, however, the role of arithmetic anxiety in strategy utilization and its potential mechanism is still far from clear (Wang & Liu, 2007). The neural mechanism of arithmetic strategies utilization affected by math anxiety still needs further exploring. Event-Related Potentials (ERPs) is usually utilized in exploring brain mechanisms in arithmetic performance, and the choice/no-choice method is a standard method to obtain unbiased data about strategy utilization. In this study, we employed the ERPs and choice/no-choice method to investigate the influence of math anxiety upon individual strategy utilization during arithmetic processing. Revised Mathematics Anxiety Rating Scale (R-MARS) and Trait Anxiety Inventory were used to test 154 students and 34 participants were picked and divided to two groups (17 high math anxiety and 17 low math anxiety). Participants were required to finish the two-digit addition computational mental arithmetic and computational estimation based on applying the ERP technique to test the neurophysiologic activity in the choice/no-choice method. Three subjects were excluded by artifact rejection due to severe contamination (15 high math anxiety and 16 low math anxiety). The experimental design was as following: 2 (computational estimation, mental arithmetic) × 2 (high math anxiety, low math anxiety) × 3 (free-choice condition, no-choice- 1--mental arithmetic decomposition strategy/computational estimation rounding-up condition, no-choice-2 --mental arithmetic decomposition strategy/computational estimation rounding- down condition), and math anxiety was between-subject variable, task type and strategy choice conditions were within-subject variables. Behavioral results showed that: reaction time and accuracy of math anxiety individuals were not significantly different on the strategy execution aspects (no-choice xsc2, xsc3, gsc2, gsc3) and strategy selection aspects (free-choice condition xsc1, gsc1). ERP results showed that: 1) the main effect of math anxiety was significant in N100 in strategy selection aspects and computational estimation strategy execution aspects, namely the N100 amplitude of high math anxiety was greater than low math anxiety, and the N100 latency in mental arithmetic strategy selection aspects ; 2)the effect of dimensions before and after was significant in P200 latency of low math anxiety individual in mental arithmetic strategy execution aspects; 3)The main effect of math anxiety was significant in N100 in F3, F4, PO3 in computational estimation strategy selection aspects and in F3 in mental arithmetic strategy execution aspects, namely the N400 amplitude of high math anxiety was greater than low math anxiety in F3, F4, PO3, and the N400 latency of high math anxiety was shorter than low math anxiety in computational estimation strategy selection aspects; In strategy execution aspects, the N400 amplitude of high math anxiety was greater than low math anxiety in F3. Our results show that math anxiety affects arithmetic strategy use which is based on the theory of cognitive resources, such as processing efficiency theory, attentional control theory, inhibition theory, etc. When arithmetic cognitive activity was impacted by anxiety, high anxious individuals will increase efforts and auxiliary processing resources (physiological level) to complete the task, which to make up the occupied working memory resources caused by impaired cognitive performance (behavioral level). And emotional factors cannot be ignored.

Key words: math anxiety, exact calculation, computational estimation, strategy utilization, event-related potentials (ERPs)