Parental influence on Chinese students' achievement: a social capital perspective

This paper examines how social capital formed by effective parental practices within Chinese families influences student achievement. Survey responses from 266 students from Grades 4 to 6 in a suburban elementary school in China were analysed to identify their perceptions of parental practices (support, pressure, help, monitoring and communication) at home. Coleman's concept of social capital serves as a framework to examine specific Chinese parental practices to influence their children's achievement. Results of multiple regression analyses indicated that parent-child communication was the most important factor in promoting student learning, whereas high level of parental help was not viewed as a useful resource for increasing achievement. The findings supported Coleman's assertion about the role of social capital in generating human capital for the next generation. This paper offers evidence that social capital is useful in examining parental practices associated with student achievement in China.     

EQUITY IN MATHEMATICS AND SCIENCE OUTCOMES: CHARACTERISTICS ASSOCIATED WITH HIGH AND LOW ACHIEVEMENT ON PISA 2006 IN IRELAND

Equity in education is a key concern internationally; however, it is rare that this issue is examined separately for low- and high-achieving students and concurrently across different subject domains. This study examines student and school background characteristics associated with low and high achievement in mathematics and science on the Programme for International Student Assessment. Based on the results of a multilevel multinomial model of achievement for each domain, findings indicate that a greater number of the variables examined are associated with low rather than high achievement. At student level, home language, intention to leave school early, socioeconomic status, grade level, cultural capital, and books in the home are significantly associated with achievement in mathematics and science. At school level, only school average socioeconomic status is statistically significant in the models. Significant gender differences are found in the distribution of high and low achievers, which vary across the domains. In mathematics, females are more likely to be low achievers while males are more likely to be high achievers. In science, gender interacts with early school-leaving intent whereas males intending to leave school early are more likely to be in the low-achieving group than females intending to leave early. Conclusions emphasise the need for targeting resources aimed at promoting equity in outcomes at student level as well as at school level. Future work may extend the current analyses by incorporating domain-specific variables or examining cross-country differences.     

Differentials in Mathematics Achievement among Eighth-Grade Students in Malaysia

This paper examines differences in mathematics achievement among eighth-grade students using a secondary analysis of the data. The students, who are from Malaysia, had participated in the Trend International Mathematics and Science Study (TIMSS) 1999. A series of school, home, demographic and socio-economic variables were used to investigate the differences in the mean student mathematics scores. Evidence from the data shows that gender, the language spoken at home, expected educational level, family background, and home educational resources and aids have a significant influence on the students’ level of mathematics achievement.     

Socioeconomic and Gender Effects on Science Achievement: An Australian Perspective

The purpose of this study is to investigate science achievement of Australian students and how this achievement can vary from school to school. The proposition that gender and socioeconomic inequities in Australia are the result of school systems designed to reproduce an unequal social order was examined with reference both to current sociological literature and methodological techniques which account for the hierarchical nature of students nested in schools. Additionally, student‐level and school‐level variables are investigated for their ability to explain gender and socioeconomic differences in science achievement, as well as general student variability. Even after adjusting for the students’ individual characteristics and home backgrounds, as well as the context of the school, there were significant gender and socioeconomic differences in science achievement across Australian schools. The importance of variability in science achievement between schools is shown in this study, with specific reference to how this variability can be attributed to the school system.     

Do parental attitudes toward and expectations for their children's education and future jobs matter for their children's school achievement?

The traditional discourse in the scholarship on cultural capital theory has focused on how exclusive participation in elite status culture by students from higher socioeconomic status families benefits their learning in schools, the effects of which are most evident in linguistic subject areas such as reading achievement. However, some scholars have argued that cultural capital is not restricted to elite status culture but could include parental familiarity with school evaluation standards and job market requirements, and that the effects could transcend languages to include performance domains with more objective evaluation that are susceptible to school influences (e.g. mathematics and science). The present study systematically examines this position using data involving 96,591 15‐year‐old students from 3602 schools in eight countries who participated in the Programme for International Student Assessment 2012. Results of three‐level hierarchical linear modelling showed positive relationships between seven cultural capital variables and student mathematics achievement. The cultural variables comprised: home educational resources; parental educational attainment and occupational status; parental expectations of their children's educational attainment, future career in mathematics and school; and parental valuing of mathematics. In particular, the three parental expectations variables had substantively larger effect sizes on student achievement than the other cultural capital variables. The results demonstrated that parental familiarity with school evaluation standards and future job requirements, especially as measured by parental expectations, may constitute cultural capital that privileges student mathematics achievement in schools.     

Social capital and student learning: Empirical results from Latin American primary schools

This paper presents an empirical analysis of the relationship between social capital and student math and language achievement and the probability of promotion, using data gathered from fourth grade classrooms in public schools in four Latin American cities. The results suggest that social capital among teachers in a school, between teacher and students, and among the students in a classroom contribute significantly to learning achievement and the probability of promotion. Furthermore, social capital between the students matters at least as much as the teacher's social capital. Children learn from each other and the networks allowing that to happen can be very important. The current pressure on teachers to achieve results on reading and math scores has tended to push teachers to “teach to the test”. Ironically, this study's results indicate that spending time in creating social capital within the classroom environment is associated with higher language and math test scores.     

The investigation of school effects on student achievement in science: A multilevel analysis of educational data

The Second International Science Study provides a large Australian data base for the purpose of secondary analyses. This data base consists of a large number of student and school level variables which were examined with reference to the students nested within the schools. Multilevel analysis involves the use of the hierarchical linear model to adequately compensate for variability between-schools, as well as within-schools. The role of the school organization and effects such as the average student ability and average social factors were found to substantially influence student achievement in science. These school effects were also found to influence boys and girls differently with respect to their science achievement as measured by the tests in this study. Specializations: large scale data analysis, gender differences, socioeconomic factors, epidemiology.     

Gender differences in science achievement: Do school effects make a difference?

The problem of the underrepresentation of girls in science in Australian schools is often attributed to their poor performance. Yet the role of both the home and the school in affecting female science achievement is rarely examined empirically. The comprehensiveness of the Second International Science Study database provided an excellent opportunity to investigate the presence of gender differences in science achievement. Although previous studies of gender differences in science achievement have relied on methodology that has not adequately accounted for the school effects, this study used the design effect and hierarchical linear modeling (multilevel analysis) to explore whether there were significant gender differences. The relative contribution of schools to student achievement was examined, and school-level differences were found to contribute significantly toward explaining variations in student performance. Although statistically significant sex differences were found in physics achievement for 10-year-old, 14-year-old, and year-12 students, school effects were much more powerful in explaining student differences (9–19%) when compared with gender (3%).     

Does students' machismo fit in school? Clarifying the implications of traditional gender role ideology for school belonging

How much students feel at home in school predicts academic outcomes. In view of the gender achievement gap, it is worth examining the gendered pattern of this school belonging. Studies on school belonging, however, have barely acknowledged possible obstructive effects of traditional gender role attitudes of individual students and student cultures. This study examines the relationship between gender role attitudes and a sense of school belonging among a sample of 6380 students from 59 Flemish schools at the start of their secondary education. The results of multilevel analyses indicate that boys show less sense of school belonging than girls, as do students with more traditional beliefs about gender roles. Moreover, student attitudes related to gender roles are strongly shared at the school level, so that we can speak of a gender role student culture. Students enrolled in more traditional gender role student cultures reveal less school belonging.     

The Role of Students’ Home Language in Science Achievement: A multilevel approach

The present study aimed to identify the role of both student- and school-level characteristics in primary school students’ achievement in the science curriculum. As societies become more culturally and linguistically diverse, many students enter the classroom with a home language that is different from the language of instruction used at school. This study takes into account both the home language and literacy in the language of instruction in relation to student achievement in science subjects. Questionnaires, reading performance tests, and science achievement tests were administered to 1,761 fourth-grade students from 67 schools across Flanders (Belgium). Multilevel hierarchical regression analyses show that the home language and literacy in the language of instruction play an important role in science achievement at the student level, next to gender and socioeconomic status. Students with a home language that is different from the language of instruction experience difficulties with science subjects. Moreover, the higher students’ performance on reading comprehension and self-assessed proficiency in the language of instruction, the higher their score on science achievement tests. At the school level, a school's teachability expectations are one of the key factors related to students’ science achievement. Limitations of this study and future directions for research are discussed.     

What types of cultural capital benefit students’ academic achievement at different educational stages? Interrogating the meta-analytic evidence

The present study challenges the assumption that cultural capital benefits students' academic achievement regardless of their educational stages. Meta-analytic results from 105 studies published 2000–2017 indicated that nine cultural capital variables (e.g., home educational resources, maternal and paternal education, parental expectations, cultural participation, home support, school participation) benefited all students while five cultural capital variables exhibited a differentiated pattern of relationship with student achievement depending on educational stages. First, compared to students from higher grade levels, kindergarteners benefited most from parental education, parental academic emphasis, and parent-child reading. Second, compared to 1st–6th graders, 7th-12th graders benefited more from academic discussions. Third, compared to 1st–6th graders, both kindergarteners and 7th-12th graders benefited from parental school involvement. These results provide compelling evidence that while there are some forms of cultural capital that all students will benefit from, there are others whose association with students’ achievement depends on their educational stages.     

教育期望、社会资本与贫困地区教育发展

本研究的目的在于考察家庭、学校的社会文化资本对儿童教育参与程度以及学业成绩的影响。通过研究发现,儿童的教育期望、学业自信、学业努力和学校情感问题时他们学业成绩的提高有积极的作用．这种影响并不亚于我们以往所研究的家庭社会、经济特征对儿童学业成就的影响;家庭、学校的社会和文化资本因素以及学校课堂环境时儿童的教育期望、学业自信、学业努力程度的提高和学校情感问题的解决都起着重要的作用。因此,在分析影响学业成绩的因素时,不能单纯考虑儿童的家庭经济和人力资本特征。还要考虑与家庭、学校相关的一些社会文化资本因素。我们可以通过社会、文化资本以及学校环境的改善来提高贫困地区儿童的学业成就。从而达到发展贫困地区教育的目的。     

Social capital and home literacy engagement: case studies of low-SES single mothers' access to literacy resources

Drawing on the theory of social capital, this paper explores how difference in mothers' social networks might impact on low‐SES' children's literacy development at home. A cross‐case analysis of the influence of two low‐SES single‐mothers' social networks on their children's home literacy practices suggests that difference in mother's social capital has a disparate impact on their access to literacy resources, their home literacy engagement with their children, and their interaction/connection with school teachers and contributes to their children's differential school literacy achievement. The findings suggest that for low‐SES children to achieve school success, parents must be able to access resources that support their ability to engage in literacy activities that align with those valued in the school. Therefore, there is a need for schools and teachers to provide not only services that allow more networking opportunities but also support to understand school‐literacy practices and expectations for low‐SES families, especially single‐parents who might be more socially isolated.     

The impact of primary school quality on learning in Egypt

In many industrialized societies it is suggested that school quality has less than the anticipated impact on student achievement once the influence of the family has been considered. Since schools are more easily amenable to government intervention, the ambiguous showing of schools has not augered well for a public philosophy which portrays schools as agents of social change.This report re-examines the relationships among home, school and achievement performance in the Egyptian context by assaying the relative impact of families and schools on student test performance. This re-examination is undertaken, in part, because in LDCs one of the strongest associations with level of per capita income is the proportion of school age population enrolled in primary classes. This link between primary school attendence and national development places importance on the need to improve the quality of numeracy/literacy skills in order to further increase the efficiency of the Egyptian economy.Similar to findings in other third world primary school systems, the impact of school quality on achievement performance explains more variance than does the influence of the home. Apparently, Egyptian primary schools do provide a learning milieu independent of home resources which affects pupil test performance on basic literacy skills.Given the impact of separate home and school inputs to achievement performance mentioned above, the last question raised in the paper asks whether school quality in Egypt affects the learning of socially disadvantaged children more than others. This can be checked by examining the interactive term between home and school when a regression is performed on student achievement. Findings reveal that indeed the incremental effects of school quality on the poor are greater than those found for children of advantaged backgrounds. Apparently, Egypt's longstanding egalitarian ideology espousing educational opportunity has paid some dividents to those children of the poor who have remained in school.     

Student,home, and school socio-demographic factors: links to school,home, and community arts participation

This study explored the role of student (e.g., age, language background, gender), home (e.g., parent/caregiver education), and school (e.g., school type, size) socio-demographic factors in students’ school (e.g., in-school arts tuition, arts engagement), home (e.g., parent/caregiver–child arts interaction), and community (e.g., arts attendance, arts tuition) arts participation. The sample comprised 1172 elementary and secondary school students from 15 schools. Findings revealed that student and home socio-demographic factors were the most salient in predicting arts participation across school, home, and community contexts. Age, gender, and prior achievement were the key student socio-demographic factors, while parent/caregiver education and occupation were also associated with students’ arts participation. Implications for practice and intervention pertinent to young people’s arts participation are discussed.     

Class size effects on mathematics achievement in Cyprus: evidence from TIMSS

Class size reduction has been viewed as one school mechanism that can improve student achievement. Nonetheless, the literature has reported mixed findings about class size effects. We used 4th- and 8th-grade data from TIMSS 2003 and 2007 to examine the association between class size and mathematics achievement in public schools in Cyprus. We employ instrumental variables methods, and take advantage of a regression discontinuity design to examine causal effects of class size on mathematics achievement. The results indicate a non-significant relationship between class size and mathematics achievement in 8th grades. However, there is evidence of positive class size effects in 4th grade. The gender gap is significant and favoured males in 4th grade and females in 8th grade. SES indexes such as parental education and items in the home are positively and significantly related to mathematics achievement. Teacher and school variables are not significantly related with mathematics achievement.     

Skilled Students and Effective Schools: Reading Achievement in Denmark,Sweden, and France

This study investigates how reading achievement relates to student and school characteristics in countries with different reading scores at the fourth grade level. Data comes from the Progress in International Reading Literacy Study (PIRLS) 2011 for Denmark, Sweden, and France and the multilevel analysis includes two levels: student/home and schools. The school effectiveness and the home literacy models informed the selection of the independent variables. Results show that students’ early literacy skills, home literacy practices and resources, and reading behavior are associated with reading scores in all countries. Furthermore, across different countries there are student/home universals and school particulars that explain variation in reading achievement. Educational policies should address home and school literacy skills and practices, school climate, and school composition to improve students’ reading ability.     

Information technology,mathematics achievement and educational equity in developed economies

The present study examined how access to home and school IT resources impacted student mathematics achievement. Data comprised 144,395 secondary school students from 7,308 schools in 22 developed economies who participated in the Programme for International Student Assessment (PISA) 2012. Results of hierarchical linear modelling showed that after controlling for student and school covariates, student achievement benefited from their access to home IT resources (main effect), and from the access to both home IT resources and highly educated mothers (interactive effect). Furthermore, IT resource shortages in school had a detrimental impact on student achievement (main effect), and the shortage accentuated the negative effects of school shortage in qualified teachers on achievement (interactive effect). Lastly, the results showed that students with less home academic and cultural resources were more impacted by IT resource access when compared to peers from advantaged families.     

Interactive Influences of Perceived Social Contexts on the Reading Achievement of Urban Middle Schoolers with Learning Disabilities

This study examined the effects of social influences in the lives of an ethnically diverse sample of fifth through eighth grade students with and without learning disabilities (LD) using survey data and academic achievement scores collected in 19 Chicago public schools from 1993–1997. Similarities and differences in student perceptions of school, family, and peer group contexts were examined. In addition, longitudinal data were analyzed using hierarchical linear modeling (HLM) to identify contextual influences on changes in student reading achievement over time. Comparisons of student responses confirm and extend existing findings in the literature concerning the perceptions of students with LD of their social environments. In particular, having a learning disability was associated with consistent, mostly negative, effects on social relations across the contexts of students’ lives, regardless of gender, race, grade, and socioeconomic status. In addition, student perceptions of their friendship groups were found to have small, but significant, effects on their growth in reading achievement over the course of middle school. While students with and without LD had somewhat different views of their social contexts, the processes working within these environments appeared to affect their reading achievement in similar ways. The results suggest that careful attention should be paid to the social contexts of students’ lives when planning academic interventions.     

Socioeconomic status and students' science self-efficacy

The present study ascertains the relationship between socioeconomic status (SES) and students' science self-efficacy using data involving 509,182 15-year-old students and 17,678 school principals in 69 countries/regions who participated in the Programme for International Student Assessment (PISA) 2015. Hierarchical linear modelling results show that, after controlling for science teachers' instructional practices (science class disciplinary climate, inquiry-based instruction, teachers' support, direct instruction, provision of feedback, instructional adaptation), school science resources and various student variables (gender, grade levels, type of school programme), SES was related to students' science self-efficacy in the majority of countries/regions (62–68 countries/regions, depending on the SES indicators used). Specifically, SES was related to students' science self-efficacy in a larger number of countries/regions when it was measured using home cultural resources, home educational resources or a composite indicator (economic, social and cultural status) than when it was measured using parental education levels or occupational status. In contrast, students' science self-efficacy was unrelated to the science teachers' instructional practices examined (except inquiry-based instruction) in most of the countries/regions. These results expand our understanding of students' science self-efficacy, as a type of learning motivation, from being a largely psychological attribute to one that is also influenced by social origins such as family SES. They imply that SES may have a larger influence on student achievement than we may have assumed if we include the indirect influence of SES on student achievement via students' self-efficacy.