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Drifting through Basic Subprocesses of Reading: A Hierarchical Diffusion Model Analysis of Age Effects on Visual Word Recognition

机译:在阅读的基本子过程中漂移:年龄对视觉单词识别的影响的分层扩散模型分析

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摘要

Reading is one of the most popular leisure activities and it is routinely performed by most individuals even in old age. Successful reading enables older people to master and actively participate in everyday life and maintain functional independence. Yet, reading comprises a multitude of subprocesses and it is undoubtedly one of the most complex accomplishments of the human brain. Not surprisingly, findings of age-related effects on word recognition and reading have been partly contradictory and are often confined to only one of four central reading subprocesses, i.e., sublexical, orthographic, phonological and lexico-semantic processing. The aim of the present study was therefore to systematically investigate the impact of age on each of these subprocesses. A total of 1,807 participants (young, N = 384; old, N = 1,423) performed four decision tasks specifically designed to tap one of the subprocesses. To account for the behavioral heterogeneity in older adults, this subsample was split into high and low performing readers. Data were analyzed using a hierarchical diffusion modeling approach, which provides more information than standard response time/accuracy analyses. Taking into account incorrect and correct response times, their distributions and accuracy data, hierarchical diffusion modeling allowed us to differentiate between age-related changes in decision threshold, non-decision time and the speed of information uptake. We observed longer non-decision times for older adults and a more conservative decision threshold. More importantly, high-performing older readers outperformed younger adults at the speed of information uptake in orthographic and lexico-semantic processing, whereas a general age-disadvantage was observed at the sublexical and phonological levels. Low-performing older readers were slowest in information uptake in all four subprocesses. Discussing these results in terms of computational models of word recognition, we propose age-related disadvantages for older readers to be caused by inefficiencies in temporal sampling and activation and/or inhibition processes.
机译:阅读是最受欢迎的休闲活动之一,大多数人甚至在老年也经常阅读。成功的阅读使老年人能够掌握并积极参与日常生活并保持功能独立性。但是,阅读包含许多子过程,无疑,这是人脑最复杂的成就之一。毫不奇怪,与年龄有关的对单词识别和阅读的影响的发现在某种程度上是矛盾的,并且通常仅局限于四个中心阅读子过程之一,即亚词法,正字法,语音学和词汇语义处理。因此,本研究的目的是系统地研究年龄对这些子过程中每个过程的影响。总共1,807名参与者(年轻,N = 384;老,N = 1,423)执行了四个专门设计用来挖掘子流程之一的决策任务。为了说明老年人的行为异质性,本子样本分为高和低表现读者。使用分层扩散建模方法分析数据,该方法比标准响应时间/准确性分析提供更多信息。考虑到错误和正确的响应时间,它们的分布和准确性数据,分层扩散模型使我们能够区分与年龄相关的决策阈值,非决策时间和信息吸收速度的变化。我们观察到老年人的非决策时间更长,决策阈值更为保守。更重要的是,在正字法和词汇语义处理中,高性能的老年读者在信息获取速度上胜过年轻人,而在副词法和音韵学水平上普遍存在年龄劣势。表现不佳的老读者在所有四个子过程中信息吸收最慢。根据单词识别的计算模型来讨论这些结果,我们提出了年龄较大的阅读者与年龄相关的弊端,这是由于时间采样,激活和/或抑制过程效率低下所致。

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