The utility and accuracy of oral reading fluency score types in predicting reading comprehension

This study used data from the Dynamic Indicators of Basic Early Literacy Skills (DIBELS; Good & Kaminski, 2002) oral reading fluency (ORF) probes to examine variation among different ORF score types (i.e., the median of three passages, the mean of all three passages, the mean of passages 2 and 3, and the score from passage 3) in predicting reading comprehension as a function of student reading fluency level and to compare the screening accuracy of these score types in predicting student reading comprehension. The results revealed that the relation between oral reading fluency and reading comprehension varied as a function of students' oral reading fluency and that different score types had varying predictive validity for year-end reading comprehension. The mean of all three passages demonstrated a marginally better balance in screening efficiency from September to December of grade one (especially for low-performing students), whereas in grades two and three, the median score was the best predictor. Furthermore, across all grades, increasing reading rates were observed for the three administered passages within an assessment period. The observed patterns mimicked previous experimental studies (Francis et al., 2008; Jenkins, Graff, & Miglioretti, 2009), suggesting that practice effects are an important consideration in the administration of multiple passages assessing oral reading fluency.     

Adolescent reading skill and engagement with digital and traditional literacies as predictors of reading comprehension

This study investigates the concurrent predictors of adolescent reading comprehension (literal, inferential) for fiction and non‐fiction texts. Predictors were examined from the cognitive (word identification, reading fluency), psychological (gender), and ecological (print exposure) domains. Print exposure to traditional and digital texts was surveyed using a diary method of reading habits. A cross‐sectional sample of 312 students in early (11–13 years) or middle adolescence (14–15 years) participated from a range of SES backgrounds. Word identification emerged as a strong predictor of reading comprehension across adolescence and text genres. Gender effects favouring female students were evident for reading frequency but not for reading skill itself. Reading habits also differed, and comprehension advantages were observed among females for fiction and males for non‐fiction. Age effects emerged for reading frequency, which was lower in middle adolescence. Although more time was spent on digital than on traditional texts, traditional extended text reading was the only reading habit to predict inference‐making in comprehension and to distinguish skilled from less skilled comprehenders. The theoretical and educational implications of these results are discussed.     

Effects of phonological awareness and morphological awareness on blind students' reading comprehension

The exploration of blind students' reading skills is needed not only for further understanding their reading development but also for providing targeted suggestions for practical education. This study aims to examine the relations among phonological awareness (PA), homograph awareness (HA), compounding awareness (CA) and reading comprehension (RC), and explore the mediating effect of listening comprehension (LC) in Chinese blind students from elementary school. A total of 148 blind and 302 sighted elementary school students completed assessments of PA, HA, CA, LC and RC. The results found that PA, HA and CA were important variables that predicted Chinese blind and sighted students' RC not only directly but also indirectly through LC, which varied across different grades. The findings suggest that there were many similarities that exist in the influencing mechanism of RC between Chinese blind and sighted students.     

小学儿童词汇知识与阅读理解的关系：交叉滞后研究

对小学1、3、5年级共399名学生进行为期1年的追踪测查, 使用交叉滞后模型检验小学低、中、高年级儿童词汇知识与阅读理解的关系。在控制了语音意识、语素意识、一般认知能力和自回归效应之后, 结果发现：在小学低年级, 词汇知识与阅读理解之间未发现显著的纵向预测关系; 在中年级, 词汇知识和阅读理解存在显著的双向预测关系; 在高年级, T1的阅读理解能够显著预测T2的词汇知识, 而T1的词汇知识对T2阅读理解的预测作用不显著。研究结果表明词汇知识与阅读理解的关系在小学不同年级段存在不同的模式, 这一发现支持了阅读发展阶段论, 并对阅读三角理论进行了一定的补充。     

The role of executive function in reading comprehension among beginning readers

Empirical evidence supports the importance of executive function (EF) in reading, but the underlying mechanism through which EF contributes to the reading process is unclear. The present study examined the direct and indirect effects of EF on reading comprehension through the indirect pathway of language and cognitive skills (i.e., syntactic awareness and text-connecting inferencing) among the beginning readers. The sample included one hundred and sixty-five 2^nd and 3^rd grade students. The participants were tested on working memory (visuospatial working memory and verbal working memory) and inhibition (prepotent response inhibition and cognitive inhibition), and their syntactic awareness, inference-making, and reading comprehension. The unitary EF construct was obtained by means of confirmatory factor analysis based on the structure of EF in middle childhood suggested in developmental studies. Structural equation modelling was used to examine the direct and indirect effects of EF on the reading outcome. The findings indicated that EF has a direct effect on reading comprehension among the beginning readers. The indirect pathway showed that EF supports the ability to evaluate on grammatical structure of sentences (i.e., syntactic awareness) during reading. However, the indirect effect of EF on reading via inference-making ability is insignificant. The findings highlight the contributions of EF to reading and provide empirical evidence to the hypothetical relation between EF and language skills suggested in DIER (Kim, 2020, Resarch Quarterly, 50, 459). It further extends our knowledge on the roles of EF in the reading process among the beginning readers. Future research directions are implicated as well.     

汉语儿童口语流畅性与阅读理解的关系:一项三年追踪研究

对196名小学二年级儿童进行为期三年的追踪测查,使用交叉滞后模型检验了儿童字词阅读流畅性和篇章朗读流畅性等不同层面口语流畅性与阅读理解的关系。在控制了一般认知能力、汉字识别、口语词汇知识、快速命名和自回归效应之后发现：（1）模型比较的结果支持字词阅读流畅性对阅读理解作用的单向预测模型,儿童二年级时字词阅读流畅性对三年级的阅读理解,以及三年级时字词阅读流畅性对四年级的阅读理解均有显著预测作用;（2）模型比较的结果支持篇章朗读流畅性与阅读理解的双向预测模型,前一个测量时间点的篇章朗读流畅性可以稳定地预测后一个测量时间点的阅读理解,同时,前一个测量时间点的阅读理解也可以稳定地预测后一个测量时间点的篇章朗读流畅性。结果表明在排除了自回归效应和其他变量的作用后,只存在字词阅读流畅性对阅读理解的单向预测关系,而篇章朗读流畅性与阅读理解之间存在双向预测关系,这一发现支持了认知资源和自动化理论,并对阅读的交互-补偿模型进行了一定的补充。     

What Eye Movements Reveal About Later Comprehension of Long Connected Texts

We know that reading involves coordination between textual characteristics and visual attention, but research linking eye movements during reading and comprehension assessed after reading is surprisingly limited, especially for reading long connected texts. We tested two competing possibilities: (a) the weak association hypothesis: Links between eye movements and comprehension are weak and short-lived, versus (b) the strong association hypothesis: The two are robustly linked, even after a delay. Using a predictive modeling approach, we trained regression models to predict comprehension scores from global eye movement features, using participant-level cross-validation to ensure that the models generalize across participants. We used data from three studies in which readers (Ns = 104, 130, 147) answered multiple-choice comprehension questions ~30 min after reading a 6,500-word text, or after reading up to eight 1,000-word texts. The models generated accurate predictions of participants' text comprehension scores (correlations between observed and predicted comprehension: 0.384, 0.362, 0.372, ps < .001), in line with the strong association hypothesis. We found that making more, but shorter fixations, consistently predicted comprehension across all studies. Furthermore, models trained on one study's data could successfully predict comprehension on the others, suggesting generalizability across studies. Collectively, these findings suggest that there is a robust link between eye movements and subsequent comprehension of a long connected text, thereby connecting theories of low-level eye movements with those of higher order text processing during reading.     

The effects of prior knowledge and text structure on comprehension processes during reading of scientific texts

The aim of the present study was to investigate the effects of prior knowledge and text structure on cognitive processes during comprehension of scientific texts. To investigate the processes online, we used a think-aloud methodology in Experiment 1 and a reading time methodology in Experiment 2. In both experiments, we obtained offline comprehension measures and measures of individual differences in working memory and need for cognition. Across the two experiments, the results indicated that readers adjust their processing as a function of the interaction between prior knowledge and text structure. In particular, adjustments in theactual processes that take place during reading were observed for readers who had erroneous prior knowledge,but only when they read a text that was structured to explicitly refute this prior knowledge. Furthermore, the results showed that readers' memory for the text was affected by differences in their prior knowledge, independently of text structure. These findings contribute to our understanding of the relation between different factorsthat are associated with comprehension of scientific texts and have implications for theories of comprehension and conceptual change.     

The effects of linearity on sentence comprehension in oral and silent reading

This study examined the effects of linearity of language (e.g., de Saussure, 1916/1972) on performance on a sentence comprehension task, manipulating (a) presentation method (simultaneous, phrase, or flow) and (b) reading method (oral or silent reading). The study also examined the predictive powers of the digit span test (DST) and the reading span test (RST) for task performance. Fifty‐four undergraduate and graduate students participated in the experiment. The results showed that the DST score predicted performance on both garden‐path (GP) and non‐garden‐path (NGP) sentences, whereas the RST score did so only for GP sentences. This suggests that the sentence comprehension task requires not only comprehension but also temporarily storing verbal information, and that the RST score reflects the degree of tolerance for deviation from linearity. The results also revealed that silent reading has an advantage over oral reading in simultaneous presentation and vice versa in flow presentation, whereas the difference between reading methods disappeared in phrase presentation. This suggests that oral and silent reading require different strategies to facilitate sentence comprehension.     

The relation between oral reading miscue patterns and comprehension: A test of the relative explanatory power of psycholinguistic and interactive views of reading

The use of oral reading to assess silent reading ability has gained wide acceptance despite the lack of definitive evidence that the two processes are similar. Moreover, there are a number of theoretical positions that run counter to assumptions underlying oral reading error analysis as a measure of silent reading competency. This study examined the relation between multiple oral reading miscue measures and postreading comprehension performance. Correlations between the oral reading and comprehension measures indicated a negative relation between oral reading and recall following the reading of familiar passages and a positive relation between oral reading and an inferential comprehension measure following the reading of unfamiliar passages. In addition, when the subjects read disrupted passages, their attempts at correcting incongruous errors and their self-report interviews indicated that their oral reading was not related to their performance on comprehension product measures. The results, which are discrepant with previous research relating oral reading to comprehension, are discussed in terms of a comparison between psycholinguistic and interactive models of reading comprehension.     

The generalizability of story grammar training across setting and tasks

Reading achievement depends in part on children's ability to employ strategies to monitor their comprehension, that is on children's use of metacognitive skills. An experimental intervention program created to foster such skills was evaluated. The story grammar training was designed to increase both strategic reading behavior and explicit, observable comprehension monitoring. Fourth-grade (N = 20) and fifth-grade (N = 16) children were randomly assigned to experimental and control groups. Maintenance was examined using free and probed oral recall, notetaking, and summarization of brief narrative and expository texts. Generalization was assessed through free and probed written recall of a lengthy text, which required both strategic reading and summarization skills for adequate comprehension. Skill acquisition was clearly demonstrated; trained readers were able to recall and summarize passages better than untrained readers. The evidence for generalization was more equivocal: although trained readers' free recall was significantly better than that of untrained readers, their probed recall was not. Provision of metacognitive skills that promote active comprehension monitoring, then, appears to provide children with the tools needed for independent reading. Programs designed to provide such skills may aid efforts to prevent reading failure.     

Socioeconomic background,nonverbal IQ and school absence affects the development of vocabulary and reading comprehension in children living in severe poverty

Few studies have examined how socioeconomic status (SES) affects two essential parts of human development, namely vocabulary and reading comprehension, in children facing severe poverty. The Roma population is the largest minority group in Europe, the majority of whom live in severe poverty. This study compared the development of 322 Roma children with the development of 178 non‐Roma children, between the ages of 7 and 10 years, living in Romania. The Roma children had poorer initial vocabulary and reading comprehension skills as well as slower growth rates for both compared to the non‐Roma children. Importantly, SES had a direct influence on growth in both reading comprehension and vocabulary. The effect of SES was partly mediated by school absence and nonverbal IQ. This is a powerful finding since it suggests that poverty may have detrimental effects not only on reading but also on the development of verbal abilities.     

词频与阅读方式对词跨行呈现效应的影响

通过使用眼动追踪技术,采用2（呈现条件：同行呈现、跨行呈现）×2（词频：高频、低频）×2（阅读方式：朗读、默读）的被试内实验设计,探讨了词频和阅读方式对词跨行呈现效应的影响。结果发现,呈现条件、词频和阅读方式的主效应显著,跨行呈现、低频和朗读的凝视时间和总注视时间更长、总注视次数更多;呈现条件之间在凝视时间上的差异,高频词大于低频词;呈现条件之间在凝视时间和总注视次数上的差异,朗读大于默读。结果表明,词跨行呈现干扰了阅读,且这种干扰作用受词频和阅读方式的影响。     

Effects of verbal working memory and cumulative linguistic knowledge on reading comprehension1

Abstract: In the present study, the effects of verbal working memory (VWM) and cumulative linguistic knowledge (CLK) on reading comprehension were investigated using an individual difference approach. We examined whether VWM and CLK are distinct verbal factors and whether each has independent influences on reading comprehension. VWM was tested using the Japanese Reading Span Test (RST). CLK was assessed using information, vocabulary, and similarity subtests of the Wechsler Adult Intelligence Scale‐Revised (WAIS‐R), as well as with the Hyakurakan kanji reading test. The differences between VWM and CLK were examined using correlation analyses between reading comprehension scores, and digit forward and backward span scores. The results showed that VWM and CLK were independent of each other, and that VWM and CLK independently contributed to reading comprehension. The obtained correlations also showed that CLK was independent of any type of short‐term memory, and that the VWM measured using the RST had little correlation with digit span.     

Relations between CBM (oral reading and maze) and reading comprehension on state achievement tests: A meta-analysis

The purpose of this study was to examine the validity of two widely used Curriculum-Based Measures (CBM) in reading—oral reading and maze—in relation to reading comprehension on state tests using a meta-analysis. A total of 61 studies (132 correlations) were identified across Grades 1 to 10. A random-effects meta-analysis was conducted to estimate the average correlations between the two CBM tasks and reading comprehension on state tests, and to analyze the effects of potential moderating variables (characteristics of study, students, CBM, and state tests). Results revealed that the average correlation for oral reading was significantly larger than that for maze when all grade levels were included together in the analysis. When grade levels were separated, the difference between average correlations was only at the higher grades (Grades 4–10), favoring oral reading. In terms of correlations by grade level, oral reading and maze showed a similar pattern; that is, correlations were comparable across elementary grades, but decreased for secondary grades. In addition to the type of CBM and grade level differences, type of publication, type of state tests (commercial versus state-developed), and time interval between CBM and state tests were significant sources of variance in correlations. Implications for research and educational practice are discussed highlighting the somewhat different conclusions from previous literature, especially regarding the use of CBM for older students.     

The relationship between morphological awareness and reading comprehension in Spanish‐speaking children

In the last decades, a series of studies has explored the role of morphological awareness on reading comprehension. Path analysis studies performed in English have shown that morphological awareness benefits reading comprehension both directly and indirectly, through word decoding. This issue has seldom been explored in Spanish. The aim of this study was to replicate in Spanish the results previously found in English. We used path analysis to assess three alternative models of the relationship between morphological awareness, word decoding and reading comprehension in 4th grade Spanish‐speaking children. Contrary to English, we found that morphological awareness benefits reading comprehension only directly. We conclude that in Spanish, in which accurate and fluent pronunciation of written words can be achieved through grapheme‐to‐phoneme conversion rules, morphological awareness does not help the correct pronunciation of words. Thus, morphological awareness is not relevant for word decoding in Spanish but is related to reading comprehension since this type of morphological knowledge provides access to the semantic and syntactic information of new words.     

Prosody instruction intervention as a means to improved reading comprehension

The relationship between prosody and comprehension, previously demonstrated in K–12 students, was examined in university students enrolled in first‐year writing classes. Students completed the Gray Oral Reading Test‐5 both before and after an expressive reading intervention (ER) or no oral reading instruction (NI). Throughout the semester, the ER students marked an excerpt of text for prosodic signals and read it aloud with a partner. Training and practice in expressive reading led to a significant improvement in the normed Oral Reading Index score. Specifically, ER participants demonstrated improved accuracy, fluency, and reading comprehension in comparison with NI participants. The significant relationship between accuracy and comprehension in the ER condition suggests that expressive reading instruction strengthened student ability to read words accurately and, in turn, comprehend the material better than students in the NI condition. Expressive reading practices are recommended to engage students more deeply with the text.     

Examining transactional influences between reading achievement and antisocially-behaving friends

The association between poorer academic outcomes and having antisocial friends is reliably demonstrated yet not well understood. Genetically sensitive designs uniquely allow for measuring genetic vulnerabilities and/or environmental risk in the association of antisocial friend behavior and poor school achievement, allowing for a better understanding of the nature of the association. This study included 233 pairs of twins from the Florida Twin Project on Reading. First, the role of antisocial friends as an environmental moderator of reading comprehension was examined. Antisocial friends significantly moderated the nonshared environmental variance in reading comprehension, with increased variation at lower levels of association with antisocial friends, with niche-picking indicated. Second, the role of reading comprehension as an environmental moderator of antisocial friends was examined. Reading comprehension significantly moderated the nonshared environmental variance in associating with antisocial friends, with increased variance at lower levels of reading comprehension and indication that common genetic influences contributed to higher reading achievement and better-behaved friends. In total, these results suggested reciprocal influences between reading achievement and antisocially-behaving friends. The impact of antisocial friends appeared to be limited in the extent to which they can undermine reading achievement, and high reading achievement appeared to support less association with antisocial friends.     

Effects of training in rapid decoding on the reading comprehension of adult ESL learners

We report an experimental investigation of the effects on comprehension of increasing the decoding speed of three adult learners of English as a Second Language (ESL). Participants were taught to read lists of 25 difficult words in isolation until they could read the entire list at a mean rate of not more than 1.5 secs per word. They were then asked to read passages containing these words. Decoding speed and accuracy measures, for both the word lists and passages, and passage comprehension measures, were obtained. In a temporally contiguous within-subjects repeated trials reversal design, decoding training on isolated words was shown to be associated with significant increases in decoding speed and accuracy both in isolation and context, and improvements in the participants' comprehension. With all participants rate and accuracy gains in context were maintained in the final reversal phase, though the comprehension score gains did not. These results are discussed in terms of their implications for a decoding sufficiency hypothesis.     

Assessment matters: Issues in the measurement of reading comprehension

Background. The Neale Analysis of Reading Ability (NARA; Neale, 1997 ) is a widely used assessment of reading comprehension and word reading accuracy. Spooner, Baddeley, and Gathercole (2004) questioned the suitability of the NARA for identifying children with specific reading comprehension deficits. Aims and methods. An evaluation of the NARA measurement of word reading and reading comprehension level was undertaken in relation to models of reading ability. Appropriate control measures were considered. The strengths and weaknesses of different forms of reading comprehension were also evaluated. Results. Previous research into reading comprehension difficulties using the NARA has adopted satisfactory control measures in relation to word reading ability. There are limitations associated with all the considered forms of reading comprehension assessment. Conclusions. If administered and interpreted appropriately, the NARA is an effective instrument for researchers and practitioners who need to assess both word reading accuracy and reading comprehension and to identify children with a dissociation between these two aspects of reading.