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How Visual Word Decoding and Context-Driven Auditory Semantic Integration Contribute to Reading Comprehension: A Test of Additive vs. Multiplicative Models

机译:视觉词解码和上下文驱动的听觉语义集成有助于阅读理解:添加剂与乘法模型的测试

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摘要

Theories of reading comprehension emphasize decoding and listening comprehension as two essential components. The current study aimed to investigate how Chinese character decoding and context-driven auditory semantic integration contribute to reading comprehension in Chinese middle school students. Seventy-five middle school students were tested. Context-driven auditory semantic integration was assessed with speech-in-noise tests in which the fundamental frequency (F0) contours of spoken sentences were either kept natural or acoustically flattened, with the latter requiring a higher degree of contextual information. Statistical modeling with hierarchical regression was conducted to examine the contributions of Chinese character decoding and context-driven auditory semantic integration to reading comprehension. Performance in Chinese character decoding and auditory semantic integration scores with the flattened (but not natural) F0 sentences significantly predicted reading comprehension. Furthermore, the contributions of these two factors to reading comprehension were better fitted with an additive model instead of a multiplicative model. These findings indicate that reading comprehension in middle schoolers is associated with not only character decoding but also the listening ability to make better use of the sentential context for semantic integration in a severely degraded speech-in-noise condition. The results add to our better understanding of the multi-faceted reading comprehension in children. Future research could further address the age-dependent development and maturation of reading skills by examining and controlling other important cognitive variables, and apply neuroimaging techniques such as functional magmatic resonance imaging and electrophysiology to reveal the neural substrates and neural oscillatory patterns for the contribution of auditory semantic integration and the observed additive model to reading comprehension.
机译:阅读理解理论强调解码和听力理解为两个基本组成部分。目前的研究旨在调查中国人物解码和情境驱动的听觉语义整合如何为中国中学生阅读理解有助于阅读理解。测试了七十五名中学生。通过语音测试,通过语音测试评估语言驱动的听觉语义集成,其中口语句子的基本频率(F0)轮廓被保持自然或声学扁平,后者需要更高程度的上下文信息。进行了分层回归的统计建模,以检查汉字解码和上下文驱动的听觉语义集成与阅读理解的贡献。中文字符解码和听觉语义集成的性能与扁平(但不是自然)F0句子显着预测阅读理解。此外,这两个因素对阅读理解的贡献更好地配备了添加剂模型而不是乘法模型。这些调查结果表明,中学生的阅读理解不仅与角色解码相关联,而且还与在严重降级的语音噪声条件下更好地利用语义集成的句子上下文的聆听能力。结果为我们更好地了解儿童的多方面阅读理解。未来的研究可以通过检查和控制其他重要的认知变量来进一步解决阅读技能的年龄依赖性开发和成熟,并应用神经影像动物谐振成像和电生理学,以揭示用于听觉贡献的神经基板和神经振荡模式语义集成与观察到的阅读理解模型。

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