Geary D C, Widaman K F
J Exp Psychol Gen. 1987 Jun;116(2):154-71. doi: 10.1037//0096-3445.116.2.154.
Unities in the processes involved in solving arithmetic problems of varying operations have been suggested by studies that have used both factor-analytic and information-processing methods. We designed the present study to investigate the convergence of mental processes assessed by paper-and-pencil measures defining the Numerical Facility factor and component processes for cognitive arithmetic identified by using chronometric techniques. A sample of 100 undergraduate students responded to 320 arithmetic problems in a true-false reaction-time (RT) verification paradigm and were administered a battery of ability measures spanning Numerical Facility, Perceptual Speed, and Spatial Relations factors. The 320 cognitive arithmetic problems comprised 80 problems of each of four types: simple addition, complex addition, simple multiplication, and complex multiplication. The information-processing results indicated that regression models that included a structural variable consistent with memory network retrieval of arithmetic facts were the best predictors of RT to each of the four types of arithmetic problems. The results also verified the effects of other elementary processes that are involved in the mental solving of arithmetic problems, including encoding of single digits and carrying to the next column for complex problems. The relation between process components and ability measures was examined by means of structural equation modeling. The final structural model revealed a strong direct relation between a factor subsuming efficiency of retrieval of arithmetic facts and of executing the carry operation and the traditional Numerical Facility factor. Furthermore, a moderate direct relation between a factor subsuming speed of encoding digits and decision and response times and the traditional Perceptual Speed factor was also found. No relation between structural variables representing cognitive arithmetic component processes and ability measures spanning the Spatial Relations factor was found. Results of the structural modeling support the conclusion that information retrieval from a network of arithmetic facts and execution of the carry operation are elementary component processes involved uniquely in the mental solving of arithmetic problems. Furthermore, individual differences in the speed of executing these two elementary component processes appear to underlie individual differences on ability measures that traditionally span the Numerical Facility factor.(ABSTRACT TRUNCATED AT 400 WORDS)
使用因素分析和信息处理方法的研究表明,在解决不同运算的算术问题所涉及的过程中存在统一性。我们设计了本研究,以调查通过纸笔测量评估的心理过程的收敛性,这些测量定义了数字运算能力因素,以及使用计时技术确定的认知算术的组成过程。100名本科生样本在真假反应时(RT)验证范式中对320道算术问题做出反应,并接受了一系列能力测试,涵盖数字运算能力、感知速度和空间关系因素。这320道认知算术问题包括四种类型中每种类型的80道问题:简单加法、复杂加法、简单乘法和复杂乘法。信息处理结果表明,包含与算术事实的记忆网络检索一致的结构变量的回归模型是对四种算术问题类型中每一种的RT的最佳预测指标。结果还验证了在算术问题的心理解决中涉及的其他基本过程的影响,包括单个数字的编码以及复杂问题中向下一列进位。通过结构方程建模检查了过程组件与能力测量之间的关系。最终的结构模型揭示了一个包含算术事实检索效率和执行进位操作的因素与传统数字运算能力因素之间的强直接关系。此外,还发现一个包含数字编码速度以及决策和反应时间的因素与传统感知速度因素之间存在适度的直接关系。未发现代表认知算术组成过程的结构变量与跨越空间关系因素的能力测量之间存在关系。结构建模的结果支持这样的结论,即从算术事实网络中检索信息和执行进位操作是仅在算术问题的心理解决中涉及的基本组成过程。此外,执行这两个基本组成过程的速度的个体差异似乎是传统上跨越数字运算能力因素的能力测量中个体差异的基础。(摘要截断于400字)