Lukowski Sarah L, Soden Brooke, Hart Sara A, Thompson Lee A, Kovas Yulia, Petrill Stephen A
Department of Psychology, The Ohio State University, Columbus, OH, 43210.
Department of Psychology and the Florida Center for Reading Research, Florida State University, Tallahassee, FL, 32306.
Intelligence. 2014 Nov;47:54-62. doi: 10.1016/j.intell.2014.09.001.
Working memory has been consistently associated with mathematics achievement, although the etiology of these relations remains poorly understood. The present study examined the genetic and environmental underpinnings of math story problem solving, timed calculation, and untimed calculation alongside working memory components in 12-year-old monozygotic ( = 105) and same-sex dizygotic ( = 143) twin pairs. Results indicated significant phenotypic correlation between each working memory component and all mathematics outcomes ( = 0.18 - 0.33). Additive genetic influences shared between the visuo-spatial sketchpad and mathematics achievement was significant, accounting for roughly 89% of the observed correlation. In addition, genetic covariance was found between the phonological loop and math story problem solving. In contrast, despite there being a significant observed relationship between phonological loop and timed and untimed calculation, there was no significant genetic or environmental covariance between the phonological loop and timed or untimed calculation skills. Further analyses indicated that genetic overlap between the visuo-spatial sketchpad and math story problem solving and math fluency was distinct from general genetic factors, whereas , phonological loop, and mathematics shared generalist genes. Thus, although each working memory component was related to mathematics, the etiology of their relationships may be distinct.
工作记忆一直与数学成绩相关,尽管这些关系的病因仍知之甚少。本研究考察了12岁同卵双胞胎(n = 105)和同性异卵双胞胎(n = 143)中,与工作记忆成分相关的数学应用题解决、限时计算和非限时计算的遗传和环境基础。结果表明,每个工作记忆成分与所有数学成绩之间存在显著的表型相关性(r = 0.18 - 0.33)。视觉空间画板与数学成绩之间共享的加性遗传影响显著,约占观察到的相关性的89%。此外,在语音回路与数学应用题解决之间发现了遗传协方差。相比之下,尽管观察到语音回路与限时和非限时计算之间存在显著关系,但语音回路与限时或非限时计算技能之间没有显著的遗传或环境协方差。进一步分析表明,视觉空间画板与数学应用题解决和数学流畅性之间的遗传重叠不同于一般遗传因素,而语音回路和数学共享通才基因。因此,尽管每个工作记忆成分都与数学相关,但其关系的病因可能不同。