Word length and frequency effects on text reading are highly similar in 12 alphabetic languages

IF 2.9 1区 心理学 Q1 LINGUISTICS Journal of memory and language Pub Date : 2023-12-20 DOI:10.1016/j.jml.2023.104497
Victor Kuperman , Sascha Schroeder , Daniil Gnetov
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Abstract

Reading research robustly finds that shorter and more frequent words are recognized faster and skipped more often than longer and less frequent words. An empirical question that has not been tested yet is whether languages within the same writing system would produce similarly strong length and frequency effects or whether typological differences between written languages would cause those effects to vary systematically in their magnitude. We analyzed text reading eye-movement data in 12 alphabetic languages from the Multilingual Eye-Movement Corpus (MECO). The languages varied substantially in their word length and frequency distributions as a function of their orthographic depth and morpho-syntactic type. Yet, the effects of word length and frequency on fixation durations and skipping rate were highly similar in size between the languages. This finding suggests a high degree of cross-linguistic universality in the readers’ behavioral response to linguistic complexity (indexed by word length) and the amount of experience with the word (indexed by word frequency). These findings run counter to influential theories of single word recognition, which predict orthographic depth of a language to modulate the size of these benchmark effects. They also facilitate development of cross-linguistically generalizable computational models of eye-movement control in reading.

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在 12 种字母语言中,词长和词频对文本阅读的影响高度相似
阅读研究有力地证明,较短和频率较高的单词比较长和频率较低的单词识别速度更快,跳读次数更多。一个尚未检验过的实证问题是,同一种书写系统中的语言是否会产生类似强烈的长度和频率效应,或者不同书写语言之间的类型差异是否会导致这些效应在大小上的系统性差异。我们分析了多语言眼动语料库(MECO)中 12 种字母语言的文本阅读眼动数据。作为正字法深度和形态句法类型的函数,这些语言的词长和词频分布差异很大。然而,词长和词频对固定时长和跳读率的影响在大小上却非常相似。这一发现表明,读者对语言复杂性(以词的长度为指标)和词的经验量(以词的频率为指标)的行为反应具有高度的跨语言普遍性。这些发现与有影响力的单词识别理论背道而驰,后者预测语言的正字法深度会调节这些基准效应的大小。这些发现还促进了阅读中眼动控制的跨语言通用计算模型的发展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
8.70
自引率
14.00%
发文量
49
审稿时长
12.7 weeks
期刊介绍: Articles in the Journal of Memory and Language contribute to the formulation of scientific issues and theories in the areas of memory, language comprehension and production, and cognitive processes. Special emphasis is given to research articles that provide new theoretical insights based on a carefully laid empirical foundation. The journal generally favors articles that provide multiple experiments. In addition, significant theoretical papers without new experimental findings may be published. The Journal of Memory and Language is a valuable tool for cognitive scientists, including psychologists, linguists, and others interested in memory and learning, language, reading, and speech. Research Areas include: • Topics that illuminate aspects of memory or language processing • Linguistics • Neuropsychology.
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