Data collection and analyzation practices for English language development services are scarcely found in research, but needed in the subgroup of minority students commonly known as English language learners (Wiseman & Bell, 2021). Wiseman and Bell (2021) identified ELLs as one of the most under-documented student subgroups in the American…

The project presented in this paper aims to formulate a recommendation framework that consolidates the higher education students' particulars such as their academic background, current study and student activity records, their attended higher education institution's expectations of graduate attributes and self-assessment of their own generic…

Data collection and analysis is nothing new in computer-assisted language learning, but with the phenomenon of massive sets of human language collected into corpora, and especially integrated into systems driven by artificial intelligence, new opportunities have arisen for language teaching and learning. We are now seeing powerful artificial…

Federal law requires states and school districts to institute accountability systems that report disaggregated student data to ensure that all children make academic progress. However, one of the mandated categories for disaggregation -- English Learner (EL) -- is reported as a single group despite representing students who are beginning,…

The purpose of the research paper was to investigate the effect of eclectic learning approach on the academic achievement and retention of students in English at elementary level. A sample of forty students of 8th grade randomly selected from Government Boys High School Khurram District Karak was used. It was an experimental study and that's why…

The Bilingual Multicultural Education Bureau (BMEB) strives to serve all students participating in BMEPs so that all students achieve the determined program goals as outlined by New Mexico statute and education code, these are: (1) students become bilingual and biliterate in English and a second language; and (2) students meet all academic content…

This qualitative study investigated the types of content-based student performance data World Language teachers used to improve instruction and student academic achievement, the purposes for which they used data, the issues they encountered, and the suggestions they made for more effective use of data. The Standards for Foreign Language Learning…

"Title III Accountability: Behind the Numbers" (2010) summarizes data reported by states in their Consolidated State Performance Reports (CSPRs) for 2004-05 through 2007-08. The CSPRs are annual reports required under the Elementary and Secondary Education Act (ESEA) that states use to submit information to the U.S. Department of…

"Title III Accountability and District Improvement Efforts: A Closer Look" (2010) summarizes findings from interviews with six Title III Directors and nine Title III district-level directors in the spring of 2009. States and districts were selected in order to collect information from some entities with a long history of serving English…

"Title III Policy: State of the States" (2010) discusses state implementation of the Title III accountability requirements based on phone interviews with six state Title III Directors in the spring of 2009, interviews with six experts and university-based researchers who work on education for English Learners, and based on earlier data…

California currently faces an opportunity to develop an effective data system that can assist in improving the state's future understanding of the educational progress of English learners (ELs). This policy brief outlines the needs for good data on ELs and makes recommendations for creating an effective longitudinal data system for ELs. It…

Principals are anxious to determine which strategies, programs, and other factors contribute to increasing the achievement of English Language Learners (ELLs) so that all students in their schools can experience success. This study investigates the practices, strategies, knowledge, and expectations of an elementary principal that contribute to…

These proceedings contain the papers of the International Conference e-Learning 2015, which was organised by the International Association for Development of the Information and Society and is part of the Multi Conference on Computer Science and Information Systems (Las Palmas de Gran Canaria, Spain, July 21-24, 2015). The e-Learning 2015…

The 12th iteration of the International Conference on Educational Data Mining (EDM 2019) is organized under the auspices of the International Educational Data Mining Society in Montreal, Canada. The theme of this year's conference is EDM in Open-Ended Domains. As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks…

States and localities face a range of issues related to English language learners (ELLs) or limited English proficient (LEP) students with disabilities, including referral and identification, service delivery, staffing, data collection and parent outreach. Much of the research has focused on the identification process and has shown that there are…