Language factors associated with achievement grouping in math classrooms: a cross-sectional and longitudinal study

The study examines the effects of classroom achievement grouping (AG) practices on the early mathematics performance of language-minority students and compares their mathematics achievement to that of English-speaking majority students. Using a nationally representative database of the USA, both cross-sectional and longitudinal analyses were done. In the cross-sectional analyses we explored the direct effect of grouping practice on students performance, while in the longitudinal analysis we looked at the growth trajectory in mathematics learning. The results of cross-sectional analyses indicated that the effect of AG was negative on the math achievement in 1st and 5th graders. The longitudinal analysis showed a significant negative effect of AG for English Language Learners (ELL). The paper provides the basis for practical guidelines for the grouping practices in mathematics.     

Kindergarten standardized testing and reading achievement in the U.S.: Evidence from the early childhood longitudinal study

Drawing from data use theory (i.e., a theory for making data-driven educational decisions), the present study sought to understand how frequency of standardized testing is related to student learning, mediated by reading instruction, after controlling for child-level (e.g., gender, race/ethnicity) and school-level covariates (e.g., private/public, proportion of students eligible for free lunch). Using data from the Early Childhood Longitudinal Study Kindergarten Cohort of 2010–2011, the sample included 12,241 children attending 1067 kindergartens in the U.S. findings from a multilevel structural equation mediation model suggest that the frequency of state/local standardized testing in kindergarten did not have a direct effect on reading achievement near the end of kindergarten, after controlling for covariates. However, the amount and type of reading instruction mediated the relationship between the frequency of testing and reading achievement, after controlling for covariates. The implications for policy and practice on the use of standardized tests in kindergarten are discussed.     

From reading strategy instruction to student reading achievement: The mediating role of student motivational factors

This study investigated the associations among reading strategy instruction, student motivational factors (i.e., attitudes toward reading, reading self‐concept, and motivation to read), gender, and reading achievement. The analyses were conducted using the Hong Kong sample (students at Level 1, n = 3,875 and teachers at Level 2, n = 133) from the Progress in International Reading Literacy Study 2011 through multilevel structural equation modeling. The results showed that, first, the relation between the frequency of reading strategy instruction and student reading achievement was mediated by student attitudes toward reading. Second, the frequency of reading strategy instruction was significantly related to student attitudes toward reading and motivation to read and student attitudes toward reading was significantly associated with reading achievement. Finally, girls had more positive attitudes toward reading, more positive reading self‐concept, higher motivation to read, and higher reading achievement than boys. These findings may shed light on how teachers should arrange their reading strategy instruction to interplay with student attitudes toward reading and motivation to read and to help improve reading achievement.     

The effects of school-based parental involvement on academic achievement at the child and elementary school level: A longitudinal study

Policymakers view parental involvement (PI) as a crucial component of school reform efforts, but evidence of its effect on student achievement is equivocal. Using the Early Childhood Longitudinal Study–Kindergarten Cohort dataset, we examined the long-term impact on student- and school-level achievement of three types of school-based PI: PI to help an individual's own child (private-good PI), PI to improve the school (public-good PI), and PI through peer networking. Hierarchical linear modeling analyses indicated that all three types raised student-level achievement in mathematics but only private-good PI was associated with reading achievement. Public-good PI and parent networking boosted school-level achievement. Public- and private-good PI were more strongly associated with student-level mathematics achievement for high socioeconomic status (SES) students; aggregated private-good PI was more strongly related to school-level achievement in low-SES schools. These results provide empirical evidence about the effectiveness of school-based PI, but also suggest a need for schools to explore more effective ways to leverage the social capital of low-SES families.     

The relationship between formative assessment and reading achievement: A multilevel analysis of students in 19 countries/regions

Despite the general consensus on the positive impact of formative assessment on student learning, researchers have not shown the underlying mechanisms between specific formative assessment strategies and academic performance on an international sample. This study examines the link between student and teacher reports of teachers’ formative assessment strategies (i.e. clarifying goals and monitoring progress, providing feedback, and instructional adjustments) and students’ reading achievement, based on data from 151,969 fifteen-year-olds in 5,225 schools in 19 countries/regions in PISA 2018 via multilevel analysis of plausible values. The results show that clarifying goals and monitoring progress, and instruction adjustments are positively linked to reading achievement, but providing feedback alone has no significant impact. These findings highlight the complexity of formative assessment as a multifaceted concept and the different impacts of formative assessment strategies on student learning. Implications for researchers and practitioners are discussed.     

Gender differences in reading achievement and enjoyment of reading: The role of perceived teaching quality

The authors examined the extent to which classroom-specific relationships between students’ gender and their reading achievement and enjoyment of reading are associated with student-perceived teaching quality. Based on a sample of 10,543 ninth-grade students from 427 classrooms, multilevel analyses revealed that effective classroom management, adequate pacing, and a strong focus on language competencies were related to a less pronounced increase of girls’ advantage in reading achievement during Grade 9. High levels of teacher support and focus on language competencies were related to smaller gender differences in enjoyment of reading at the beginning of Grade 9, though not associated with change of these differences over the school year. Our findings suggest that high teaching quality is not only related to higher reading achievement and reading enjoyment in classrooms as a whole, but may also help to mitigate the increase of gender gaps in reading achievement and motivation commonly observed in secondary school.     

Academic achievement despite child maltreatment: a longitudinal study

Purpose

Although researchers have concluded that child maltreatment has a negative effect on children's learning and academic achievement, not all children are negatively affected by maltreatment, and some children seem to succeed academically despite being maltreated. Drawing on risk and resilience theory, we examined a broad range of potential risk, promotive, and protective factors within children and their environments along with characteristics of the maltreatment to account for variability in test scores.

Methods

A national longitudinal probability sample of 702 maltreated school-aged children, ages 6-10, and their caregivers was used to predict reading and math scores among maltreated children over three years.

Results

We found that chronic maltreatment, poorer daily living skills, and lower intelligence explained a substantial proportion of the variance in maltreated children's math scores (39%), whereas type of maltreatment, poorer daily living skills and lower intelligence explained a substantial proportion of the variance in reading scores (54%) over time. Contrary to our prediction, having a behavior problem seemed to protect chronically maltreated children from poorer performance in math over time.

Conclusions

To increase academic achievement among maltreated children, it is imperative that we prevent chronic maltreatment and help children increase their competency on daily living skills.     

The importance of early phonics improvements for predicting later reading comprehension

The role of phonics instruction in early reading development has been the subject of significant conjecture. Recently, England implemented a phonics screening check to assess the phonetic decoding of 6-year-old students, to ensure that all students master this foundational literacy skill and attain adequate phonemic awareness in the early years of primary schooling. Students who fail this check are obliged to retake the assessment the following year. In this article, we compare the performance of students who initially pass this check (pass) and students who fail the original assessment but pass the retaken assessment (fail–pass), with students who fail both the original and retaken assessments (fail–fail). Using data from the Key Stage 1 assessment of reading and the Progress in International Reading Literacy Study (PIRLS), we examined the reading comprehension performance of these students approximately 1 and 4 years after their first phonics screening. The results suggested that fail–pass students performed substantially better than fail–fail students, even after performance on the initial phonics check was controlled for. While fail–pass students do not appear to entirely catch up with pass students in reading comprehension, their relatively better performance underscores the importance of intervening for those students who are identified as having problems with phonetic decoding to increase their likelihood of success at reading comprehension in later schooling.     

Executive functioning predicts academic achievement in middle school: A four-year longitudinal study

Executive functioning (EF) is a strong predictor of children's and adolescents' academic performance. Although research indicates that EF can increase during childhood and adolescence, few studies have tracked the effect of EF on academic performance throughout the middle school grades. EF was measured at the end of Grades 6–9 through 21 teachers' and 22 teacher assistants' assessments of 322 adolescents from disadvantaged backgrounds who attended an urban, chartered middle/high school. Assessment of EF was done through the completion of the Behavior Rating Inventory of Executive Function (BRIEF). BRIEF global executive composite scores (GEC) predicted both current and future English/language arts, mathematics, science, social studies, and Spanish annual grade point averages (GPAs). The effect of BRIEF GEC scores often overshadowed the effects of gender, poverty, and having an individual education plan; the other, non–BRIEF-related effects retained slightly more impact among teacher assistant–derived data than teacher-derived data. The strong relationships between BRIEF GEC scores and these GPAs also remained constant over these 4 years: There was little evidence that EF changed over the measured grades or that the relationship between EF and grades itself regularly changed. The findings indicate that EF scores during early middle grades can well predict academic performance in subsequent secondary-school grades. Although methodological constraints may have impeded the abilities of other factors (i.e., poverty) to be significantly related to GPAs, the effects of EF were strong and robust enough to prompt us to recommend its use to guide long-term, academic interventions.     

The influence of classroom disciplinary climate of schools on reading achievement: a cross-country comparative study

Despite considerable interest in research and practice in the effect of classroom disciplinary climate of schools on academic achievement, little is known about the generalizability of this effect over countries. Using hierarchical linear analyses, the present study reveals that a better classroom disciplinary climate in a school is significantly associated with better school reading performance in 53 of the 65 Programme for International Student Assessment (PISA) 2009 participant countries. The classroom disciplinary climate of schools can explain 11% of the between-school differences in reading achievement over countries. Controlling for economic, social, and cultural variables and student gender-related variables at student and school levels, the between-country differences in the effect of classroom disciplinary climate of schools shrank by three quarters. These findings can inform countries that face educational inequality issues (e.g., Argentina) and gender gap issues (e.g., Trinidad and Tobago), suggesting the possibility of tackling these issues via intervening on classroom disciplinary climate of schools.     

comparison of three growth modeling techniques in the multilevel analysis of longitudinal academic achievement scores: Latent growth modeling, hierarchical linear modeling, and longitudinal profile analysis via multidimensional scaling

This study introduces three growth modeling techniques: latent growth modeling (LGM), hierarchical linear modeling (HLM), and longitudinal profile analysis via multidimensional scaling (LPAMS). It compares the multilevel growth parameter estimates and potential predictor effects obtained using LGM, HLM, and LPAMS. The purpose of this multilevel growth analysis is to alert applied researchers to selected analytical issues that are required for consideration in decisions to apply one of these three approaches to longitudinal academic achievement studies. The results indicated that there were no significant distinctions on either mean growth parameter estimates or on the effects of potential predictors to growth factors at both the student and school levels. However, the study also produced equivocal findings on the statistical testing of variance and covariance growth parameter estimates. Other practical issues pertaining to the three growth modeling methods are also discussed.     

Home book reading and reading achievement in EU countries: the Progress in International Reading Literacy Study 2011 (PIRLS)

Home shared book reading during the preschool years is a strong predictor of students’ reading achievement in primary school, and, according to Sénéchal (2012), it can benefit more children from low socioeconomic status (SES) backgrounds. This study examines the association between frequency of book reading before the start of compulsory education and the reading achievement of 4th-grade students whose parents have high and low education levels in 22 European countries. Using data from the Progress in International Reading Literacy Study (PIRLS 2011), we show that the contribution of shared reading for the achievement of students from distinct SES backgrounds is different in different countries and that shared reading does not always benefit more children from low-SES backgrounds. Results are discussed in light of Sénéchal's home literacy model, the dynamics of cultural capital, and current policy efforts to support children's literacy development in European countries.     

The relationship between implicit theories of intelligence,attainment and socio-demographic factors in a UK sample of primary school children

Research emerging from the USA suggests that holding an incremental theory of intelligence (growth mindset) has a positive impact on academic success. However, limited empirical work has explored this relationship in a UK sample, and there has been a lack of research into the antecedents which might influence the development of certain intelligence beliefs. This study aimed to explore these gaps in the existing literature. Data was collected from 710 9-year-old pupils (UK Year 5). Participants completed attainment tests in Maths and English, and a questionnaire to assess their implicit theories of intelligence (mindset). Socio-demographic information—including gender, ethnicity, free school meal (FSM) status and special educational needs (SEN) status—was also collected. Results showed that pupils eligible for FSM or SEN endorsed more of an entity theory of intelligence than pupils not eligible for either. Analysis of the whole sample showed that attainment significantly correlated with implicit theories of intelligence, however, this relationship did not exist for children with FSM or SEN status. These findings help to elucidate the relationship between implicit theories of intelligence and attainment in the UK, but also suggest the importance of external support in potentially facilitating pupils’ belief systems. Results are discussed in relation to avenues for targeted intervention.     

Teachers and tests: assessing pupils' reading achievement in primary schools

The purpose of the present study was to examine validity aspects of teachers’ judgements of pupils’ reading skills. Data come from Sweden's participation in the Progress in International Reading Literacy Study (PIRLS) 2001, for Grades 3 and 4. For pupils at the same achievement levels, as measured by PIRLS 2001 test, teachers’ judgements of pupils’ achievement levels varied from one teacher to another. Moreover, there were significant differences between teachers’ judgements in Grades 3 and 4. Teachers in Grade 3 who had taught their pupils for almost 3 years showed higher correspondence between their judgements and pupil achievement within classrooms than 4th-grade teachers who, typically, had only taught their pupils for approximately 1 semester at the time of the data collection. The results indicate that teachers’ judgements and tests can be useful within classrooms, but that teachers may need external assessments to calibrate judgements over classrooms.     

试论影响阅读理解的几个因素

从认知心理学的角度对影响学习者阅读理解的几个关键因素进行了分析和探讨,指出在影响阅读理解的诸因素中,读者的语言知识和基本技能,观念、文化差异和情感因素(包括态度、动机、兴趣)以及阅读目的和策略对外语阅读理解具有重要影响.     

The dimensional structure of reading assessment tasks in the IEA reading literacy study 1991 and the Progress in International Reading Literacy Study 2001

The study investigates measurement properties of the reading assessment tasks used in the IEA 1991 Reading Literacy (RL) study and the Progress in International Readings Study (PIRLS) 2001 study. The analysis is based on data from the Swedish PIRLS study, comprising 16,676 students in grades 3 and 4. As an extension to the basic design, not only the PIRLS tasks were administered, but each student also completed 1 of the 2 booklets from the 1991 study. Using missing-data modeling techniques, confirmatory factor analysis models were estimated and tested for the complete set of reading tasks. Results show that both sets of tasks measure comprehension of reading continuous text, but that each of them also represents unique sources of variance. In the RL instrument, reading speed is one such component, and performance on tasks from the documents domain is another. The PIRLS tasks are influenced by the requirement to produce constructed responses. It is also demonstrated that the shared context among items referring to a particular text is a source of systematic variance.     

Goals,data use,and instruction: the effect of a teacher professional development program on reading achievement

In this paper, we investigated whether student reading comprehension could be improved with help of a teacher Professional Development (PD) program targeting goals, data use, and instruction. The effect of this PD program on 2nd- and 3rd-grade student achievement was examined using a pretest-posttest control group design. Applying propensity score matching, 35 groups in the experimental condition were matched to 35 control groups. Students in the experimental condition (n = 420) scored significantly higher on a standardized assessment than the control condition (n = 399), the effect size being d = .37. No differential effects of the PD program were found in relation to initial reading performance or grade. Different model specifications yielded similar albeit smaller effect sizes (d = .29 and d = .30). At the end of the program, students in the experimental condition were more than half a year ahead of students in the control condition.     

Learning progress assessment and goal setting: Effects on reading achievement,reading motivation and reading self-concept

This study investigates the effects of learning progress assessment (LPA) combined with student-set goals on students’ reading achievement, reading motivation, and reading self-concept in fourth grade. Classes (n = 41) were assigned to either an LPA group with goal setting (LPA-G), an LPA group only (LPA), or a control group (CG). Students of both LPA groups completed eight LPA tests over a period of six months, and teachers received information about their learning progress. Students in the LPA-G group specified goals before the tests and reflected their goal achievement afterwards. Results indicate that growth in reading was higher for students in the LPA group compared to students in the two other groups. Unexpected negative effects of the goal-setting procedure were found on the development of intrinsic reading motivation and individual reading self-concept. The results are discussed with regard to teacher behavior and the use of diagnostic information for instruction.