Heterogeneity in children's reading comprehension difficulties: A latent class approach

JCPP advances Pub Date : 2023-06-05 DOI:10.1002/jcv2.12177
Emma James, Paul A. Thompson, Lucy Bowes, Kate Nation
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Abstract

Background

Poor comprehenders are traditionally identified as having below-average reading comprehension, average-range word reading, and a discrepancy between the two. While oral language tends to be low in poor comprehenders, reading is a complex trait and heterogeneity may go undetected by group-level comparisons.

Methods

We took a preregistered data-driven approach to identify poor comprehenders and examine whether multiple distinct cognitive profiles underlie their difficulties. Latent mixture modelling identified reading profiles in 6846 children from the Avon Longitudinal Study of Parents and Children, based on reading and listening comprehension assessments at 8–9 years. A second mixture model examined variation in the cognitive profiles of weak comprehenders, using measures of reading, language, working memory, nonverbal ability, and inattention.

Results

A poor comprehender profile was not identified by the preregistered model. However, by additionally controlling for overall ability, a 6-class model emerged that incorporated a profile with relatively weak comprehension (N = 947, 13.83%). Most of these children had weak reading comprehension in the context of good passage reading, accompanied by weaknesses in vocabulary and nonverbal ability. A small subgroup showed more severe comprehension difficulties in the context of additional cognitive impairments.

Conclusions

Isolated impairments in specific components of reading are rare, yet a data-driven approach can be used to identify children with relatively weak comprehension. Vocabulary and nonverbal ability were most consistently weak within this group, with broader cognitive difficulties also apparent for a subset of children. These findings suggest that poor comprehension is best characterised along a continuum, and considered in light of multiple risks that influence severity.

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儿童阅读理解困难的异质性:一种潜在的课堂方法
传统上,理解能力差的人被认为是阅读理解能力低于平均水平,文字阅读能力处于平均水平,两者之间存在差异。虽然理解能力差的人往往口语水平较低,但阅读是一种复杂的特质,在群体水平的比较中可能无法发现异质性。方法采用预先注册的数据驱动方法来识别较差的理解者,并检查他们的困难是否有多种不同的认知特征。基于8-9岁时的阅读和听力理解评估,潜在混合模型确定了来自雅芳父母与儿童纵向研究的6846名儿童的阅读概况。第二个混合模型使用阅读、语言、工作记忆、非语言能力和注意力不集中的测量来检查弱理解者认知特征的变化。结果预注册模型没有识别出较差的综合者概况。然而,通过对综合能力的额外控制,出现了一个包含相对较弱理解能力的6类模型(N = 947, 13.83%)。这些儿童在良好的文章阅读背景下的阅读理解能力较弱,并伴有词汇和非语言能力的不足。在附加认知障碍的情况下,一小群人表现出更严重的理解困难。结论:在阅读的特定部分中,孤立的损伤是罕见的,然而数据驱动的方法可以用来识别理解能力相对较弱的儿童。词汇和非语言能力在这一组中一直很弱,还有一部分儿童明显存在更广泛的认知困难。这些发现表明,理解能力差的最佳特征是一个连续体,并考虑到影响严重程度的多重风险。
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