The effect of language learning engagement on L2 motivation over Instagram.

This study investigated the relationship between English language learners` Instagram engagement and second language (L2) motivation. It also aimed to determine engagement types (behavioral, cognitive, and affective engagement) as predictors of L2 motivation. Through stratified sampling, we recruited 102 Iranian users engaged in learning English via the Instagram platform as an informal learning context. The participants were Persian native speakers learning English as a foreign language. They were 81 males and 21 females at different levels of English proficiency whose ages ranged from 16 to 62. A multimethod approach, with a quantitative/qualitative design, was adopted to conduct the study. The quantitative phase had a correlational design in which two questionnaires were administered to measure English learners` engagement in language learning on Instagram and their L2 motivation. Furthermore, a semi-structured interview was conducted in the qualitative phase. Results revealed a positive and significant relationship between the English language learners` engagement on Instagram and their L2 motivation. Moreover, cognitive engagement was the sole predictor of learners` L2 motivation. The findings have pedagogical implications for both English instructors and L2 learners, which are discussed in light of the literature.

Examining the Heterogeneous Early Literacy Profiles of First-Grade Students Who Are English Learners.

This study examined the heterogeneity of early literacy profiles of English learners and non-English learners. Utilizing a latent profile analysis, the degree to which distinct learner profiles emerged was examined using code-based and language-based measures administered in the beginning of first grade. Participants included 11,803 English learners and 34,129 non-English learners. Three early literacy profiles emerged for English learners while four profiles emerged for non-English learners. Both sets of profiles can be identified based on the severity of students' difficulties with component skills rather than the specificity of their difficulties. Resulting profiles in both samples were then utilized to predict performance on a measure of broad reading comprehension administered at the end of first and second grade. Results indicated that the profile that was associated with the greatest success on the later measures of reading comprehension for both samples included the strongest performance on measures of both code-related and language-related skills. Results highlight the heterogeneity of early literacy skills within the English learner and non-English learner populations and demonstrate the importance of designing instruction that addresses the severity of a student's skill deficit.

Brain connectivity and academic skills in English learners.

English learners (ELs) are a rapidly growing population in schools in the United States with limited experience and proficiency in English. To better understand the path for EL's academic success in school, it is important to understand how EL's brain systems are used for academic learning in English. We studied, in a cohort of Hispanic middle-schoolers (n = 45, 22F) with limited English proficiency and a wide range of reading and math abilities, brain network properties related to academic abilities. We applied a method for localizing brain regions of interest (ROIs) that are group-constrained, yet individually specific, to test how resting state functional connectivity between regions that are important for academic learning (reading, math, and cognitive control regions) are related to academic abilities. ROIs were selected from task localizers probing reading and math skills in the same participants. We found that connectivity across all ROIs, as well as connectivity of just the cognitive control ROIs, were positively related to measures of reading skills but not math skills. This work suggests that cognitive control brain systems have a central role for reading in ELs. Our results also indicate that an individualized approach for localizing brain function may clarify brain-behavior relationships.

Relative Effectiveness of Morphological Analysis Training and Context Clue Training on Multidimensional Vocabulary Knowledge.

The study explored the relative effectiveness of morphological analysis training and context clue training on multidimensional EFL vocabulary knowledge. A total of 90 college English learners were equally and randomly assigned to three groups: a morphological analysis group, a context clue group, and a control group. Vocabulary development was measured in four dimensions: inferencing, grammar, meaning, and collocation. The ANOVA results indicated that both experimental groups outperformed the control group in multiple aspects of word knowledge. In addition, in the word inferencing and meaning tests, the morphological group demonstrated significantly better performance; while the context clue group showed superior word grammar and collocation knowledge. Relevant implications are discussed based on the findings.

Cognitive processes that underlie mathematically gifted emergent bilinguals.

The purpose of this study was to determine those cognitive measures that increase the likelihood of identifying mathematically gifted students who are emerging bilinguals. Elementary school children (Grades 1, 2, and 3) were administered a battery of math, vocabulary, reading, and cognitive measures (short-term memory, inhibition, and working memory in their first language (L1: Spanish) and second language (L2: English). Multilevel polytomous logistic modeling compared mathematically gifted children with children who were average math achievers or low math achievers. The results indicated that cognitive parameters that included estimation and working memory in the L2 and problem-solving in the L1 were unique predictors that significantly influenced whether a child was categorized as gifted relative to average achievers. Relative to average achievers, L2 parameters (magnitude judgment) and English reading were significantly related to the identification of children with low math computation. The results are discussed in terms of a multidimensional model that taps domain-specific skills and general cognitive processes that increase the ability to correctly identify children who score in the gifted range in both their L1 and L2.

The relation of bilingual cognitive skills to the second language writing performance of primary grade students.

The purposes of the current study were to examine the effects of cognitive and reading skills (i.e., working memory [WM], oral language development [OLD], and reading skills) on second language (L2) writing performance as well as the changes in these relationships across different grades among Spanish-speaking children learning English. A battery of measures assessing English and Spanish WM, OLD, reading skills, and English writing were administered to 494 English learners in Grades 1 to 3. Path analysis was conducted for each grade separately in both English and Spanish models. The findings indicated that the relationships between English writing performance and English cognitive and reading skills became stronger as the grades increased. However, the relationships between English writing and the Spanish cognitive and reading determinants were mixed, indicating a statistically significant relationship with Spanish WM and reading skills for Grade 2 and 3 students but not with OLD across all grades. Implications for L2 writing development are discussed.

Examining Field Experiences of Teacher Candidates During COVID-19: Systemic Inequities Unveiled for Underserved English Learners in K-12 Grades.

The impact of coronavirus disease 2019 challenged schools and credential programs to adjust pedagogy, but rapid changes impeded equitable practices to K-12 grade English Learners (ELs). The framework stems from critical multicultural education. Data represented 81 credential candidates across three universities. Study confirmed that ELs lacked access to online learning, active engagement with peers/teachers, and differentiated instruction due to rapid changes and uncertainties to their programs.

El Impacto de COVID-19 retó a las escuelas y programas certificados a ajustar su pedagogía, pero cambios rápidos impidieron prácticas egalitarias para estudiantes de inglés (ELs siglas en inglés) en K-12. El marco de referencia se originó en la educación multicultural crítica. La información representó 81 candidatos de credencial a través de tres universidades. El estudio confirmó que ELs no tenían acceso al aprendizaje en línea, al compromiso activo de compañeros/maestros, y a la educación diferenciada debido a los cambios rápidos y la incertidumbre de sus programas.

Special Education Representation Trends Vary by Language Status: Evidence of Underrepresentation in Tennessee.

Using state-level data, we report unadjusted and adjusted odds ratio of special education (SPED) trends in Tennessee from 2009 to 2019 for students in Grades 3 to 8 by three language groups: native English speakers (NES), English-proficient bilinguals (EPB), and Current English learners (Current EL). We report trends across all SPED disability categories and across five prevalent disability categories (specific learning disability, specific language impairment, intellectual disability, other health impairments, and autism). The cross-sectional analytic sample included 812,783 students from 28 districts that met the SPED risk ratio threshold set by the state. Results revealed that, compared with NES students, both EPB and Current EL students were generally less likely to receive SPED services, suggesting evidence of language status disparities in SPED representation. Furthermore, findings varied depending on whether adjustments were made to generate odds ratios, especially for higher-incidence disabilities (specific learning disability, specific language impairment, and intellectual disability). Finally, the most severe evidence of underrepresentation was in lower-incidence disabilities (other health impairments and autism). Our results underscore the need for further examination into low rates of SPED identification among learners whose first language is not English (EPB and Current EL). We discuss the contextualized research, practice, and policy implications of our findings.

Dual Identification: Trajectories to English Proficiency for English Learners with Autism Spectrum Disorder.

BACKGROUND: There are an increasing number of English Learners (EL) served in schools, including children with Autism Spectrum Disorder (ASD). However, little is known about students who receive school-based services as EL and under autism eligibility. PURPOSE & METHODS: The present study aimed to examine the sociodemographic characteristics, time to English Language Proficient status by survival analysis, and predictors of English fluency utilizing a logistic regression for dually identified EL and autism eligible students in a large urban school district during the 2011-2019 academic school years. RESULTS: Overall, dually identified students (N = 849) educated in segregated settings (N = 372) became English proficient at lower rates and at older ages than students included in general education (N = 477). CONCLUSION: Students placed in segregated special education classrooms were significantly less likely to achieve English Language Proficient classification. The present study begins to illustrate the time to English proficiency of dually identified students and the potential impact it has on their educational opportunities.

Effects of Professional Development on English Learners' Problem Solving.

Teacher preparation for problem-solving instruction is essential to meeting the math needs of English learners (ELs) with math learning disabilities (MLD) in U.S. public schools. In investigating this instruction with Hispanic ELs with MLD, this study focused on how professional development supported one special educator's implementation of effective practices for both academic language and problem-solving instruction. The professional development prepared the teacher for instructional and cooperative learning phases that faded prompting as students achieved independence in applying the problem-solving strategy. A multiple-baseline design was used to assess nine third-grade Hispanic ELs with MLD. As compared with the baseline phase, instructional scaffolding increased word problem solving for all the participants. All students' level of probe performance was maintained during follow-up sessions. The results suggest the intervention facilitated improved math problem-solving performance.

Emergent math difficulties among English learners: can the odds be reduced?

Solving word problems in mathematics presents difficulties for many English learners (ELs), including those who use Spanish as a home language. In the early stage of learning to solve mathematics word problems, some children, including ELs, experience difficulties. By English status, EL refers to those children whose home language was Spanish while in the process of developing English at school. Math difficulties (MD) refers to those children with low normative mathematical problem-solving scores in both English and Spanish. The purpose of this study was to determine those measures that increase the odds of identifying EL children with emergent MD. Elementary school children (grades 1, 2, and 3) were administered a battery of math, vocabulary, reading, and cognitive measures (short-term memory [STM], inhibition, working memory [WM]) in both Spanish (L1) and English (L2) in Year 1 and again one year later. Multilevel growth modeling compared MD children identified one year later who manifested MD to children who were average math achievers or poor math achievers across the two testing waves (year 1 and year 2). The results indicated that significant growth parameters (i.e., measures of estimation, WM) increased the odds of identifying emergent MD relative to children with Persistent math deficits and average achievers. The results were discussed in terms of a multidimensional model that taps domain-specific skills and general cognitive processes that increase the odds of identifying later math difficulties.

The Bilingual Is Not Two Monolinguals of Same Age: Normative Testing Implications for Multilinguals.

A fundamental concept in psychological and intelligence testing involves the assumption of comparability in which performance on a test is compared to a normative standard derived from prior testing on individuals who are comparable to the examinee. When evaluating cognitive abilities, the primary variable used for establishing comparability and, in turn, validity is age, given that intellectual abilities develop largely as a function of general physical growth and neuromaturation. When an individual has been raised only in the language of the test, language development is effectively controlled by age. For example, when measuring vocabulary, a 12-year-old will be compared only to other 12-year-olds, all of whom have been learning the language of the test for approximately 12 years-hence, they remain comparable. The same cannot be said when measuring the same or other abilities in a 12-year-old who has been raised only in a different language or raised partly with a different language and partly with the language of the test. In such cases, a 12-year-old may have been learning the language of the test at some point shortly after birth, or they might have just begun learning the language a week ago. Their respective development in the language of the test thus varies considerably, and it can no longer be assumed that they are comparable in this respect to others simply because they are of the same age. Psychologists noted early on that language differences could affect test performance, but it was viewed mostly as an issue regarding basic comprehension. Early efforts were made to address this issue, which typically involved simplification of the instructions or reliance on mostly nonverbal methods of administration and measurement. Other procedures that followed included working around language via test modifications or alterations (e.g., use of an interpreter), testing in the dominant language, or use of tests translated into other languages. None of these approaches, however, have succeeded in establishing validity and fairness in the testing of multilinguals, primarily because they fail to recognize that language difference is not the same as language development, much like cultural difference is not the same as acquisition of acculturative knowledge. Current research demonstrates that the test performance of multilinguals is moderated primarily by the amount of exposure to and development in the language of the test. Moreover, language development, specifically receptive vocabulary, accounts for more variance in test performance than age or any other variable. There is further evidence that when the influence of differential language development is examined and controlled, historical attributions to race-based performance disappear. Advances in fairness in the testing of multilinguals rest on true peer comparisons that control for differences in language development within and among multilinguals. The BESA and the Ortiz PVAT are the only two examples where norms have been created that control for both age and degree of development in the language(s) of the test. Together, they provide a blueprint for future tests and test construction wherein the creation of true peer norms is possible and, when done correctly, exhibits significant influence in equalizing test performance across diverse groups, irrespective of racial/ethnic background or language development. Current research demonstrates convincingly that with deliberate and careful attention to differences that exist, not only between monolinguals and multilinguals of the same age but also among multilinguals themselves, tests can be developed to support claims of validity and fairness for use with individuals who were in fact not raised exclusively in the language or the culture of the test.

Mediating Role of Resilience in the Relationship Between English Learners' Motivation and Well-Being.

Teaching seeks to enhance learners' well-being as well as their educational motivation since both constructs cause advancement in the process of learning and they increase the level of success in the educational cycle. Well-being is a critical requirement inside the academic environment that is considered as the main dimension of individuals' tendency in the topic of positive psychology (PP) research, which is crucial for learning. Besides, as a significant idea in language domain and in order to consider the relation between well-being and motivation, the other concept is arisen in PP, namely resilience that seems to be effective for learners as it deals with the capability to effectively manage difficulties in the past and present time in the learning process. As a result, this study considers the relationship between well-being and motivation; however, it also inspects the mediating role of resilience in this regard. Consequently, this review of literature holds suggestions for researchers, philosophers, and experts searching for better exploration and attention to the functions of resilience as a mediator in the relationship between learners' motivation and well-being.

The reading profiles of late elementary English learners with and without risk for dyslexia.

Few studies have systematically investigated the reading skill profiles of English learners (ELs) in late elementary school, a critical developmental period for language and literacy and the most common grades for initial identification with specific learning disabilities (O'Connor et al., Learning Disabilities Research & Practice, 28(3), 98-112, 2013). We investigated the reading skill profiles of 331 ELs in 3rd and 4th grades, including ELs with and without risk for dyslexia due to significant deficits in word and pseudo-word reading accuracy and fluency. We utilized latent profile analysis and factor mixture modeling to investigate (1) the nature and distribution of reading skill profiles; (2) whether these profiles were associated with differences in reading comprehension growth across one academic year; and (3) the stability of reading profiles across an academic year. We selected a two-class solution (reading disabled and typically developing) based on model fit indices, theoretical considerations, pattern of results across profile-solutions and time-points, and parameterizations, making the approach stronger and more generalizable. These classes demonstrated clear, consistent differences in performance across reading component skills, with the RD class scoring consistently below the TD class across code-based and meaning-based domains of reading. Across the year, the TD class demonstrated significantly higher patterns of growth in reading comprehension (χ2 (1) = 206.21, p < 0.001). Class membership was largely stable (97% of participants maintain class membership). These results suggest that ELs with risk for dyslexia demonstrate multiple component skill deficits that may require long-term, comprehensive, intensive interventions to remediate.

Cognitive and academic growth among emergent bilingual children at risk and not at risk for math difficulties.

One purpose of this study was to identify cognitive processes within the English (second language [L2]) and Spanish (first language [L1]) language systems that underlie growth in math problem solving among emergent bilingual (EB) children with and without math difficulties (MD). A second purpose was to determine those L1 cognitive processes that play an essential role in predicting math word-problem-solving difficulties. To this end, children (N = 275; children with MD = 90) in Grades 1, 2, and 3 at Wave 1 were administered a battery of math, reading, vocabulary, and cognitive (short-term memory [STM], working memory [WM], rapid naming, and inhibition) measures. The battery of tests was administered again 1 year and 2 years later to the same participants. Three findings were important. First, multilevel logistic modeling suggested that the log-odds of identifying children with MD were best captured by the level of performance on measures of fluid intelligence, Spanish STM, and English WM. Second, the log-odds of identifying children with MD were uniquely related to growth on WM, computation, and number magnitude judgment measures. Finally, the level of performance on L1 measures of reading, calculation, and naming speed and inhibition facilitated the identification of children with MD. In contrast, growth on all Spanish measures, except vocabulary and estimation, increased the log-odds of identifying children with MD. In general, the results suggest that there are constraints or inefficiencies in cognitive processes within and across both language systems that underlie the development of EB children's MD. The results highlight the importance of the phonological and executive systems of WM as important predictors of EB children's math problem-solving difficulties.

Characterization of English and Spanish language proficiency among middle school English learners with reading difficulties.

Among bilinguals, language-related variables such as first and second language proficiency and balance may be related to important cognitive and academic outcomes, but approaches to characterizing these variables are inconsistent, particularly among at-risk samples of children. The current study employed comprehensive language assessment of English and Spanish language skills and contrasted various approaches to the characterization of language among at-risk ELs in middle school (N = 161). Specifically, we contrasted variable-centered and person-centered approaches, and convergence between objective and self-report measures. Findings support a two-factor structure of English and Spanish language skills in this population, three profiles of students (balanced, moderately unbalanced-higher Spanish, and very unbalanced-higher English), convergence between variable-centered and person-centered approaches, and mixed support for subjective indices of usage. Results provide a foundation from which to examine the roles of L1 and L2 proficiency as well as balance in important cognitive and academic outcomes in this at-risk and understudied population.

Making Meaning, Doing Math: High School English Learners, Student-led Discussion, and Math Tracking.

Mathematics is not just memorized facts, but rather it is understanding how to approach and solve problems, and problem solving requires linguistic proficiency. Too often, English learners' (ELs) relatively low math performance is dismissed due to their supposed "limited" English proficiency. Taking this perspective, a constructivist approach suggests that content-area discussions should improve EL students' math performance. To test this hypothesis, we use nationally representative data from the Educational Longitudinal Study:2002 to examine the relationship between students' reported participation in math discussions and their 10th grade math performance (GPA), considering both course placement and linguistic status. While we find reported participation in student-led discussion to be positively associated with math performance for all students, we also find that EL students report higher participation in student-led discussions only in low-level math placement. This pattern suggests that for EL students, participation in student-led discussion may actually be necessary to counteract the limiting nature of low-track placement. We argue that although EL students appear to benefit from student-led discussions in these contexts, until school systems begin to address the overrepresentation of EL students in low-level coursework, instructional experiences alone will do little to improve their overall achievement.

Parallel reading and mathematics growth for English learners: Does timing of reclassification matter?

This study compared reading and mathematics growth trajectories in a statewide dataset of 33,715 students across third through fifth grades. Specifically, we examined growth for English Learners (ELs) who were reclassified as no longer needing English Language services at different grade levels as compared to their never-EL peers. Overall, EL students performed significantly below never-EL students on reading and mathematics assessments at Grade 3, with EL students making greater academic gains across time points than never-EL students. Students who were reclassified after third grade and after fourth grade closed, or began to close, the academic opportunity gap by the end of fifth grade, providing promising evidence suggesting that reclassification policies are adequate for identifying those students who no longer need EL services. Students who continued to be classified as EL from third through fifth grades continued to score significantly lower than never-ELs, and in many cases other EL groups, indicating that there exists a group of EL students who continue to make inadequate reading and mathematics gains across late elementary school. Implications for policy and practices that support EL students' mathematics and reading growth are discussed.

Onset Age of Language Acquisition Effects in a Foreign Language Context: Evidence from Chinese-English Bilingual Children.

The present study examined the relationship between age of acquisition (AoA) and bilingual development for native Chinese children who learned English as a foreign language. A composite test measuring different aspects of language and cognitive skills in Chinese and English was administered on 85 Chinese native primary schoolers, who received bilingual instruction at different points of development (for Chinese, 0 ≤ AoA ≤ 7 years; for English, 2 ≤ AoA ≤ 10 years). Results found AoA constraints on the outcomes of L1 Chinese acquisition are significantly different from those for L2 English. Not all domains of bilingual skills follow the pattern of "the earlier, the better" in language development. Additionally, L1 AoA made unique contributions to L2 English learning. These findings contribute to our understanding on the nature of the AoA effect on bilingual learning.

Optimizing Intent to Transfer: Engagement and Community College English Learners.

Researchers have long struggled to accurately identify the needs of English learner (EL) students and the factors that facilitate their postsecondary success. Although prior research suggests that EL students disproportionately select into community colleges, there is a dearth research that examines transfer to four-year schools among community college English learner (CCEL) students. In this study, we examined whether and to what extent community college students' linguistic status shapes the relationship between engagement and intent to transfer to a four-year institution. Using data from the Community College Survey of Student Engagement, we used logistic regression to examine how, if at all, the relationships between the multiple forms of student engagement and intent to transfer might differ by linguistic status, net of various student and school-level controls. Ultimately, our findings suggest that students' returns to engagement do differ by linguistic status, with CCEL students experiencing the greatest gains relative to their intent to transfer. Not only are CCEL students are more likely to engage in academic discourse, internalize teachers' pedagogical offerings, and recognize institutional supports than their non-CCEL peers, but they appear to derive greater benefits from both academic engagement and instruction in the use critical thinking skills than their non-CCEL peers. We conclude with recommendations for educators, policymakers, and researchers seeking to improve CCEL students' educational attainment and engagement.