People regularly read multi-line texts in different formats and publishers, internationally, must decide how to present text to make reading most effective and efficient. Relatively few studies have examined multi-line reading, and fewer still Chinese multi-line reading. Here, we examined whether texts presented in single or double columns, and…

Previous research based on large-scale studies consistently suggests that on average, male students tend to have lower literacy compared to their female students during secondary schooling. However, this gender gap in literacy seems to "disappear" during adulthood. Up until today, only a few studies investigated the role of assessment…

In this article, a dialogue text feature extraction model based on big data and machine learning is constructed, which transforms the high-dimensional space of text features into the low-dimensional space that is easy to process, so that the best feature words can be selected to represent the document set. Tests show that in most cases, the…

Natural languages distinguish between telic predicates that denote events leading to an inherent endpoint (e.g., "draw a balloon") and atelic predicates that denote events with no inherent endpoint (e.g., "draw balloons"). Telicity distinctions in many languages are already partly available to 4-5-year-olds. Here, using…

While early career researchers (ECRs) often read and produce articles for peer reviewed journals, they are of ten less familiar with peer review reports (PRRs). Most ECRs learn about the genre of PRRs by reading reports written about their authored manuscripts, and through hands-on experience crafting their own PRRs, albeit often with little…

This article compared three-word move-specific lexical bundles (MLBs) in dissertation abstracts authored by linguistics doctoral students from China and the United States. Two separate corpora were constructed for analysis: (1) The China Linguistics PhD Abstracts Corpus (CLC), consisting of 700 abstracts totaling 613,713 words generated by…

As newspapers follow editorial work, the author's identity remains in the background. Hence, newspapers' discursive features should be studied from textual perspectives to understand the social dimension of the messages produced in such texts. What is more, pragmatically, the text as a whole and its separate language units with their structural…

This article presents the development of a specialized data set for analyzing Estonian metadiscourse markers in academic usage, extending Hyland's interpersonal metadiscourse model to a non-Indo-European language. Our goal is to show how metadiscourse, as a feature of a writing tradition, can reveal aspects of writing in languages other than…

Engaging college students in purposeful academic tasks designed to foster both reading and writing competencies requires calculated decision-making regarding the goals and benefits of the literacy tasks used in college courses. Consequently, we explore text reformulation as a literacy strategy that aims to enrich students' reading and writing…

One way to support young children's factual learning is through shared book reading (reading books with a knowledgeable other). Many books that teach factual content are narrative in structure, in which factual content is embedded within a fictional storyline. However, there are gaps in our understanding of factors influencing children's factual…

The split-attention effect posits that learning outcomes are negatively impacted when interrelated text and graphics are spatially segregated rather than cohesively integrated. This study explored how the instructional material's presentation size influences the manifestation of the split-attention effect. Based on cognitive load theory and…

This study explores how lexical bundles link smaller functional units (steps) in research article (RA) conclusions in hard and soft science knowledge fields by using corpus-based and corpus-driven approaches. RA conclusion corpora from the hard and soft sciences were compiled and four-word lexical bundles were extracted from each corpus.…

Scientific misconceptions are ubiquitous, and in our era of near-instant information exchange, this can be problematic for both public health and the public understanding of scientific topics. Refutation text is one instructional tool for addressing misconceptions and is simple to implement at little cost. We conducted a random-effects…

Refutation texts are designed to facilitate the revision of inaccurate knowledge; however, studies have documented backfire effects wherein respondents become less accurate when exposed to a factual correction compared to another. Here, we explored whether epistemic emotions mediated knowledge revision or backfire processes when reading…

Learning can be made more efficient when learners generate the to-be-learned text contents instead of passively receiving them. A multi-level meta-analysis was conducted to provide an overall estimate of the text generation effect's magnitude and to identify theoretically and practically relevant moderators. Overall, generation interventions…