Advances in machine learning (ML) are poised to contribute to our understanding of the linguistic processes associated with successful reading comprehension, which is a critical aspect of children's educational success. We used ML techniques to investigate and compare associations between children's reading comprehension and 260 linguistic…

Science excellence is associated not only with a student's inherent aptitude but also a range of contextual factors. The objective of this paper was to identify the most important contextual characteristics of top performers in scientific literacy, by simultaneously considering factors at the PISA questionnaire-based student, family, and school…

The present study investigated the applicability of word reading, word segmentation, and text reading as diagnostic tools to assess comprehension, detect struggling readers, and inform instruction for low-level Chinese as second language (L2) learners (n = 70). The results showed that the three instruments measured different dimensions of word…

Although there have been several comparative studies of willingness to communicate in a first language (L1 WTC), there is a dearth of comparative research on L2 WTC, especially between groups with distinct cultural and educational backgrounds. This study synthesises the L2 motivational self system (ideal L2 self and ought-to L2 self) and attitudes…

The study examined family indicators of 170 Israeli undergraduate college student-mothers. It found that parental self-efficacy, marital satisfaction, and social support predicted wellbeing. Parental self-efficacy had a significant effect on wellbeing only for respondents who reported a high level of social support. A high level of stress…

While teacher coaching is an attractive alternative to one-size-fits-all professional development, the need for a large number of highly skilled coaches raises potential challenges for scalability and sustainability. Collaborating with a national teacher training organization, our study uses administrative records to estimate the degree of…

Distance computer-assisted learning is increasingly common, owing largely to the expansion and development of e-technology. Nevertheless, the available tools of the learning platforms have demonstrated their limits during the pandemic context, since many students, who were used to "face-to-face" education, got discouraged and dropped out…

The purposes of this study were to: (1) build an appropriate model for predicting primary schoolchildren's English vocabulary knowledge; (2) examine whether the developed model applies to new data; and (3) discuss how to apply the model to L2 vocabulary instruction. More specifically, the study asked third- and fourth-grade public primary school…

The aim of this study was to verify if external factors influence persistence in online courses in higher education. These external factors, borrowed from Kember's (1995) model, included some students' characteristics; cost benefits; social integration of adult students (enrolment encouragement, study encouragement, and family support); and…

Based on experiences over the past 2 decades, the authors look at some of the challenges of making predictions and then offer some thoughts about student affairs practice in the foreseeable future.

Subscores are often used to indicate test-takers' relative strengths and weaknesses and so help focus remediation. But a subscore is not worth reporting if it is too unreliable to believe or if it contains no information that is not already contained in the total score. It is possible, through the use of a simple linear equation provided in…

Native Americans are the least represented population in science fields. In recent years, undergraduate and graduate level summer research programs that aimed to increase the number of Native Americans in science have made some progress. As new programs are designed, key characteristics that address science self-efficacy and science identity and…

Purpose: This study aims to investigate the relationship between nonverbal cognitive functions and language processing of people with aphasia (PWA) by taking a data-driven approach, as well as multiple cognitive components and multilevel linguistic perspectives. It is hypothesized that language performance is differentially associated with…

Blended learning pedagogical practices supported by learning management systems have become an important part of higher education curricula. In most cases, these blended curricula are evaluated through multimodal formative assessments. Although assessments can strongly affect student outcomes, research on the topic is limited. In this paper, we…

The field of econometrics largely started with time series analysis because many early datasets were time-series macroeconomic data. As the field developed, more cross-sectional and longitudinal datasets were collected, which today dominate the majority of academic empirical research. In nonacademic (private sector, central bank, and governmental)…