Zhang Linlin, Xing Hongbing
Institute on Educational Policy and Evaluation of International Students, Beijing Language and Culture University, Beijing, China.
Front Psychol. 2023 Mar 2;14:1076810. doi: 10.3389/fpsyg.2023.1076810. eCollection 2023.
Theories of connectionism emphasize the mappings of orthography, phonology, and semantics in the process of word recognition and production. Chinese has a logographic writing system, which is markedly different from alphabetic languages. The current study investigated how orthography, phonology, and semantics contribute to Chinese character production among Chinese as a second language (CSL) learners. This study collected 33,856 Chinese characters in a sample of 2,116 CSL learners with 7 diverse L1s. ANOVA was conducted to examine the effect of Chinese character error type on 7 L1s and three Chinese proficiency levels. The results of ANOVA revealed that successful CSL learners' Chinese character production was derived from connections between orthography, semantics, and phonology. Semantics, especially the orthography-semantics connection, was the key point for production skills. Furthermore, connectionist models of languages rather than language distance affected production. These findings indicate that Chinese character production is associated with not only orthographic knowledge but also representation mechanisms of orthography, phonology, and semantics between different language writing systems. The results contribute to a better understanding of literacy skills in CSL learners. Future research could further address how CSL learners transform perceptive skills into production skills and the correlation between reading and writing skills by examining and controlling other important cognitive variables.
联结主义理论强调在单词识别和生成过程中拼写、语音和语义的映射。中文是一种表意文字系统,与字母语言有显著不同。当前的研究调查了拼写、语音和语义如何影响汉语作为第二语言(CSL)学习者的汉字生成。本研究收集了2116名具有7种不同母语的CSL学习者的33856个汉字样本。进行方差分析以检验汉字错误类型对7种母语和三个汉语熟练程度水平的影响。方差分析结果显示,成功的CSL学习者的汉字生成源于拼写、语义和语音之间的联系。语义,尤其是拼写 - 语义联系,是生成技能的关键点。此外,语言的联结主义模型而非语言距离影响生成。这些发现表明,汉字生成不仅与拼写知识有关,还与不同语言书写系统之间的拼写、语音和语义的表征机制有关。研究结果有助于更好地理解CSL学习者的读写技能。未来的研究可以通过检查和控制其他重要的认知变量,进一步探讨CSL学习者如何将感知技能转化为生成技能以及读写技能之间的相关性。