Abstract:The goal of this meta-analysis is to evaluate how instructional technology has impacted advanced second language (AL2) development. Although numerous meta-analyses have been conducted within the CALL literature over the past two decades, they primarily focus upon learning outcomes and related effect sizes. None focus on advanced learning per se. Where AL2 is even mentioned, which is only rarely, little or no attention is paid to critical research parameters within the studies that are analyzed. Most notably, i… Show more
“…Proficiency. In keeping with the results of Burston and Arispe (2018), our findings indicate that almost 60% of the studies do not report the proficiency levelor, if they do, use vague terms that complicate categorization. With limited information, we adopted the general descriptors the authors themselves use (e.g.…”
This study traces the evolution of computer-assisted language learning (CALL) by investigating published research articles (RAs) in four major CALL journals: ReCALL, Computer Assisted Language Learning, Language Learning & Technology, and CALICO Journal. All 2,397 RAs published over four decades (1983–2019) were included in the pool of data, and the Google Scholar citation metric was adopted to assess the impact of the papers. By selecting the top 15% of widely cited papers from each individual year, we minimized the time bias between years, enabling a balanced narration of the history of CALL through a representative dataset of 426 high-impact RAs. To identify the evolution of research trends, the contexts, methodologies, theoretical underpinnings and research foci of all 426 RAs were investigated using NVivo 12 and AntConc. The analysis of the data yielded encouraging results such as the upward trend in the number of publications and the international reach of CALL in the last two decades, the physical or virtual presence of language learners with diverse language profiles, and the growing tendency to triangulate methodology for increased complexity. However, long-standing issues such as the heavy reliance on traditional research contexts, poor reporting practices of basic demographic information, the large number of atheoretical papers and the concentration on a limited number of research foci continue to pose challenges in CALL research. Based on the findings, the paper suggests solutions for the controversies and addresses key issues for future research in CALL.
“…Proficiency. In keeping with the results of Burston and Arispe (2018), our findings indicate that almost 60% of the studies do not report the proficiency levelor, if they do, use vague terms that complicate categorization. With limited information, we adopted the general descriptors the authors themselves use (e.g.…”
This study traces the evolution of computer-assisted language learning (CALL) by investigating published research articles (RAs) in four major CALL journals: ReCALL, Computer Assisted Language Learning, Language Learning & Technology, and CALICO Journal. All 2,397 RAs published over four decades (1983–2019) were included in the pool of data, and the Google Scholar citation metric was adopted to assess the impact of the papers. By selecting the top 15% of widely cited papers from each individual year, we minimized the time bias between years, enabling a balanced narration of the history of CALL through a representative dataset of 426 high-impact RAs. To identify the evolution of research trends, the contexts, methodologies, theoretical underpinnings and research foci of all 426 RAs were investigated using NVivo 12 and AntConc. The analysis of the data yielded encouraging results such as the upward trend in the number of publications and the international reach of CALL in the last two decades, the physical or virtual presence of language learners with diverse language profiles, and the growing tendency to triangulate methodology for increased complexity. However, long-standing issues such as the heavy reliance on traditional research contexts, poor reporting practices of basic demographic information, the large number of atheoretical papers and the concentration on a limited number of research foci continue to pose challenges in CALL research. Based on the findings, the paper suggests solutions for the controversies and addresses key issues for future research in CALL.
“…Even though studies have shown that most L2s would not achieve the Superior level by the time they finish their bachelor's degrees (Malone et al, 2005), research is needed to investigate what happens to students who start their career at an advanced level of proficiency, as is the case for most ESAs and NSs as well as for many SHLLs. Furthermore, until recently, research has focused primarily on Novice and Intermediate levels; few empirical studies have investigated Advanced levels (Burston & Arispe, 2018; Montrul, 2013; Swender et al, 2014).…”
Higher education Spanish programs in the United States are diverse and complex, especially when it comes to student linguistic background. However, most studies on language proficiency were designed for traditional learners (L2s). In this study, we examine oral proficiency development of 125 Spanish majors in light of four linguistic profiles: Extended Stay Abroad learners, Second Language Learners, Native Speakers, and Spanish Heritage Language Learners. Data were collected using an oral exam based on the ACTFL Oral Proficiency guidelines at the beginning and end of students' upper division coursework. Quantitative analysis reveals significant differences within groups for senior exit oral proficiency exam scores as well as level gains. These findings suggest that oral proficiency exams are a valuable tool for understanding differences in oral proficiency development for the four student categories. This information is pertinent for program assessment and has important research and pedagogical implications.
“…The research reported shows that the majority of CALL teaching is aimed at beginners and intermediate students, and focuses on the key language skills. Advanced skills and more complex topics are less frequently addressed (see, e.g., Burston & Arispe, 2018). Yet the latter remain important in the wider language teaching world.…”
Section: The Concentration Of Research Studiesmentioning
This article considers the current position of computer-assisted language learning (CALL) research by producing an integrative synthetic overview of all the articles published in three leading international CALL journals: ReCALL (in its 31st year of publication), the CALICO Journal (its 36th) and Computer Assisted Language Learning journal (its 32nd) over a sustained recent period: 2006–2016. They are judged sufficiently representative to enable broad trends to be detected and the sector’s strengths and weaknesses to be identified. The focus is on CALL research’s international reach, the range of topics researched and the nature of the studies themselves. The findings suggest that CALL research is growing internationally in the number of countries and researchers involved. A wide range of topics is researched, but there is a concentration of papers published on a cluster of popular areas. Consequently, fewer articles are published on a large number of CALL topics or, in some cases, rarely studied. The research methods employed are rigorous: in writing, structure, theory, literature awareness, and discussion and presentation of results, yet there are still weaknesses. Most empirical studies are small scale: based on one institution, a small cohort of students, over a short period of time and seldom followed up. Based on these findings, suggestions are made with a view to broadening and strengthening CALL research through targeting neglected strategic areas with special journal issues and conferences, and improving the quality of research projects. Key areas for future research are proposed.
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