Summary statistics,educational achievement gaps and the ecological fallacy

Summary statistics continue to play an important role in identifying and monitoring patterns and trends in educational inequalities between differing groups of pupils over time. However, this article argues that their uncritical use can also encourage the labelling of whole groups of pupils as ‘underachievers’ or ‘overachievers’ as the findings of group‐level data are simply applied to individual group members, a practice commonly termed the ‘ecological fallacy’. Some of the adverse consequences of this will be outlined in relation to current debates concerning gender and ethnic differences in educational attainment. It will be argued that one way of countering this uncritical use of summary statistics, and the ecological fallacy that it tends to encourage, is to make much more use of the principles and methods of what has been termed ‘exploratory data analysis’. Such an approach is illustrated through a secondary analysis of data from the Youth Cohort Study of England and Wales, focusing on gender and ethnic differences in educational attainment. It will be shown that, by placing an emphasis on the graphical display of data and on encouraging researchers to describe those data more qualitatively, such an approach represents an essential addition to the use of simple summary statistics and helps to avoid the limitations associated with them.     

The effects of social class and ethnicity on gender differences in GCSE attainment: a secondary analysis of the Youth Cohort Study of England and Wales 1997–2001

This article is based upon a secondary analysis of three successive cohorts of the Youth Cohort Study of England and Wales and examines the effects of social class and ethnicity on gender differences in General Certificate of Secondary Education (GCSE) attainment for those who left school in 1997, 1999 and 2001 respectively. The article shows that both social class and ethnicity exert a far greater influence on the GCSE performance of boys and girls than gender. Within this it assesses whether there is an interaction effect between gender and social class and also gender and ethnicity in terms of their impact on educational attainment. The article shows that, across all three cohorts, there is no evidence of any systematic variation in the size of the gender differences in educational attainment that exist across either social class or ethnic groups. Simply in terms of the effects of social class, ethnicity and gender on educational attainment, therefore, it is argued that these can actually be understood in terms of a simple ‘additive model’. The implications of this for initiatives aimed at addressing gender differences in educational attainment are considered briefly in the conclusion.     

教学秘书如何在高校教学管理工作中发挥作用

阐述了如何做好高校教学管理工作,重点论述了教学秘书必须具备的各种能力和要求,强调教学秘书必须适应形势发展的需要,须从基本能力和专业能力方面不断地完善自己,才能在教学评估中发挥应有的作。     

Educational inequality in English primary education

This paper summarises some English research findings related to educational inequality, particularly in inner urban schools. It documents how differences related to relative poverty are reflected in patterns of educational attainment as revealed by national tests results. It considers and evaluates how the issue of educational inequality in England has been tackled.     

Parental education, grade attainment and earnings expectations among university students

While there is an extensive literature on intergenerational transmission of economic outcomes (education, health and income for example), many of the pathways through which these outcomes are transmitted are not as well understood. We address this deficit by analysing the relationship between socio-economic status and child outcomes in university, based on a rich and unique dataset of university students. While large socio-economic differences in academic performance exist at the point of entry into university, these differences are substantially narrowed during the period of study. Importantly, the differences across socio-economic backgrounds in university grade attainment for female students is explained by intermediating variables such as personality, risk attitudes and time preferences, and subject/college choices. However, for male students, we explain less than half of the socio-economic gradient through these same pathways. Despite the weakening socio-economic effect in grade attainment, a key finding is that large socio-economic differentials in the earnings expectations of university students persist, even when controlling for grades in addition to our rich set of controls. Our findings pose a sizable challenge for policy in this area as they suggest that equalising educational outcomes may not translate into equal labour market outcomes.     

A Longitudinal Investigation of African American and Hispanic Adolescents' Educational and Occupational Expectations and Corresponding Attainment in Adulthood

Adolescents' expectations about school and work may be key antecedents of adult attainment and this relationship may vary by specific racial, ethnic, and gender groups. This article examines how educational and occupational expectations change in adolescence and how expectations predict corresponding attainment in adulthood. Participants included African American and Hispanic females and males. Educational and occupational expectations were reported at ages 14, 16, and 18, and educational and occupational attainment at ages 20 and 26. Results indicated distinct developmental trajectories per racial or ethnic and gender group. Educational expectations were more nuanced for African American and Hispanic females than for their male counterparts; occupational expectations were more varied for Hispanic females than for other groups. Educational expectations positively predicted educational attainment for all participants, whereas occupational attainment was predicted just by educational expectations and for Hispanic females and males only.     

Education on an Equal Basis: A Comparison of Persons With and Without Disabilities in South Africa

The South African education crisis is well documented in the literature. While strides have been made to rectify the inequalities in education arising from apartheid era policies, and while South Africa ratified the United Nations Conventions for the Rights of People with Disabilities, these actions have yet to translate into meaningful changes for persons with disabilities. To investigate the status of educational attainment, this article uses South Africa’s National Income Dynamics Study to analyse the disparities in education for adults with and without disabilities. Education is a key mechanism of leverage for functionings. The findings show that persons with disabilities fare worse in educational attainment than persons without disabilities, but that race and geographic location play a larger role in predicting educational attainment than disabilities. In addition, age also contributes to educational disparities. The findings of this study are integral in the call from the Presidency to ‘strengthen the country’s response to the needs of [persons with disabilities] … and to monitor progress’ of educational attainment for persons with disabilities (20-year review, 2014, p. 73).     

Learning Environments,Family Contexts,Educational Aspirations and Attainment: A Moderation-Mediation Model Extended

In this extension of a previous study (Marjoribanks, 1999), a moderation-mediation model was constructed to examine relationships among learning environments, adolescents' educational aspirations and the educational attainment of young adults from different family contexts. Data were collected as part of a longitudinal survey of Australian youth (4382 females, 3940 males). The findings from the two investigations indicated that when distal family contexts were defined conjointly by family social status and parents' aspirations: (1) distal family contexts, academic performance and learning environments combined to have large associations with adolescents' educational aspirations; (2) distal family contexts, adolescents' learning environments and educational aspirations combined to have large associations with young adults' educational attainment; and (3) there were family-context differences in the linear and curvilinear nature of the relations among measures of individual characteristics, learning environments and educational outcomes, and these also varied between females and males in those family contexts. This revised version was published online in July 2006 with corrections to the Cover Date.     

What is it worth? An empirical investigation into attitudes towards education amongst youngsters following secondary education in Flanders

This paper argues that whereas the social relevance of attitudes towards education is commonly confined to their direct impact on educational aspirations or attainment, attitudes may also impact on educational success in a way similar to cultural capital. Survey data were used to assess the support for three different attitudes with respect to the perceived value of attending school among youngsters (n = 853) following secondary education in Flanders (the Dutch-speaking part of Belgium). The results revealed substantial differences according to the pupils’ cultural capital, time perspective, personal educational experiences and social mobility. These findings are taken as a starting point for a broader discussion about how attention to attitudes may enable us to account for the power struggles in which the educational field and the teaching profession are involved.     

Family Background,Individual and Environmental Influences,Aspirations and Young Adults' Educational Attainment: A follow-up study

In this follow-up study of an earlier investigation (Marjoribanks, 2002a), relationships were examined between adolescents' educational aspirations and young adults' educational attainment, after taking into account measures of family background, individual characteristics and proximal learning settings. Data were collected as part of a longitudinal survey of Australian youth (3772 females and 3476 males). The findings from the two analyses suggest that: (a) family background, individual characteristics and proximal learning settings combine to have large associations with adolescents' aspirations, and these aspirations have the largest relationship with young adults' eventual educational attainment; and (b) there are ethnic group differences in the linear and curvilinear nature of relationships involving measures of individual characteristics, adolescents' educational aspirations and young adults' educational attainment. An 'aspiration 2 attainment 2 background' model is proposed to examine the ongoing and different interactions between aspirations and academic outcomes for students from various family backgrounds.     

The educational attainment of orphans in high HIV countries in sub-Saharan Africa: An update

Twenty years ago, it was widely expected that the HIV/AIDS epidemic in sub-Saharan Africa would lead to a severe deterioration in the educational outcomes among a rapidly expanding orphan population. This article reviews the extent to which this happened by analysing recent national household survey evidence from five high HIV prevalence countries, namely Lesotho, Malawi, South Africa, Uganda and Zimbabwe. The main findings are that while some orphans continue to be educationally disadvantaged in some countries, the overall sizes of already quite small enrolment and educational attainment differentials between orphans and non-orphans have not significantly increased in any of these countries. The main reasons for this are the overall decline in the orphan population (due to the mass availability of life-prolonging anti-retro viral medication), free primary education, lower levels of absolute poverty, and targeted support of various kinds for orphans by governments and NGOs.     

Aspirations,education and inequality in England: insights from the Effective Provision of Pre-school,Primary and Secondary Education Project

Educational and occupational aspirations have become an important reference point in policy debates about educational inequality. Low aspirations are presented as a major barrier to closing educational attainment gaps and increasing levels of social mobility. Our paper contributes to this on-going debate by presenting data on the educational aspirations of students from the Effective Provision of Pre-School, Primary and Secondary Education Project in England. We analyse factors that help predict students holding high aspirations. Our findings reveal generally high aspirations across all students but also differences by income group and other background factors. We evaluate the significance of these findings for the existing literature and public policy discussions about the importance of raising educational aspirations. In particular, we question the way in which low aspirations are framed by policy-makers as a major problem in debates around educational inequality.     

Working in the methodological ‘outfield’: the case of Bourdieu and occupational therapy

The article reports on a study of methodological innovation involving occupational therapy (OT) students in higher education (HE). It is based on an original project which examined the experiences and outcomes of non-traditional entrants to pre-registration OT education. A feature of the original project was the application of the epistemological and methodological approach of the French social theorist Pierre Bourdieu, most noticeably in exploring the way that social back ground (habitus) interacted with the educational (field) context in terms of experience and educational outcome. Bourdieu used a ranged of techniques – both qualitative and quantitative – in collecting and analysing data. In particular, he used multiple correspondence analysis (MCA), a type of geometric data analysis recognized as a powerful tool enabling the representation of social space and the situating of individuals within it with respect to a number of variables. The article considers methodological principles in comparing ethnographic, traditional statistics and MCA. We show how the original data were reanalysed according to MCA. The article compares the original analyses and findings with those based on MCA in order to explore its strength over the previous approach and the potential it has to cast light on various issues in HE.     

Educational progression of second-generation immigrants and immigrant children

This paper provides important new insights into the reasons for the observed gap in educational attainment between children of immigrants and natives in Denmark using a dynamic discrete model of educational choices to determine at what stages of their educational careers children of immigrants face barriers to educational progression and how background characteristics affect educational choices at different points in the educational system. The main findings of the paper are that dropout rates from vocational upper secondary education are much higher among children of immigrants and that strengthening family characteristics reduces the dropout rates. However, behavioral differences and/or differences in constraints and institutional factors are also important barriers and thus determinants of the observed educational gaps as is age at immigration.     

(Mis)Understanding underachievement: a response to Connolly

In British Journal of Sociology of Education Volume 29 number 3, 2008, Connolly presented what he termed a ‘critical review’ of some of our previous work on the relative attainment of male and female students in UK schools. He proposed three general areas for criticism – our use of attainment gaps, our consideration of outcomes other than at specific thresholds, and our querying of the idea of student ‘underachievement’. These problems, he claimed, have ‘given rise to a number of misleading conclusions that have questionable implications for practice’. However, those of his ‘criticisms’ with any merit are actually the same as our own conclusions, transmuted by Connolly from our papers that he cites, while his remaining ‘criticisms’ are based on faulty elementary logic. In case readers have not read our work and were somehow misled by Connolly, we give here a brief reply to each criticism in turn. This matters, because a greater understanding of patterns of attainment and of the nature of underachievement is a precursor to the design of successful initiatives to overcome inequalities in educational opportunity and reward. This is both a practical and an ethical issue.     

Students' Pedagogical Thinking and the use of ICTs in Teaching

This article discusses students' pedagogical thinking in situations where the use of information and communication technologies (ICTs) has a (well-defined) pedagogical role and rationale. By analysing students' pedagogical thinking in this setting, it is also possible to better understand their motivations and self-regulation. Pedagogical thinking as viewed from the student's angle is a new area of educational research. Our research method is a combination of the Stimulated Recall interview and the semi-structured theme interview. In addition, some background data were gathered by questionnaire to discern students' different uses of ICTs and their contexts. The findings suggest how the educational use of ICTs is considered to be meaningful and motivating by both genders and among all the interviewed age groups, in spite of the fact that an acute and vocal critique seems to develop among older students. The differences reside in students' reasoning regarding decision making in task operations between genders, which was one of the background variables—girls actively include identity and opinion, while boys emphasize the quality of performance as motives for decisions.     

Social reproduction in Vietnam: Educational attainment,employment, and skills usage

Education can be seen as a social structure that reproduces existing levels of social, economic, and cultural distributions. Using Vietnam as a case study, this paper seeks to examine how these theories hold up in a socio-political and socio-economic context that has been less examined, specifically in one of the few remaining single-party socialist countries that advocates Communism. The findings suggest prior levels of social stratification are predictive of educational attainment, and educational attainment is predictive of employment. Higher educational attainment is also predictive of having occupations in economic sectors with less repetitive work and more autonomy.     

What does class origin and education mean for the capabilities of agency and voice?

This article investigates the relationship between class origin, educational attainment, and the capabilities of agency and voice. The main objectives are to investigate how class origin and educational attainment interact and to consider whether higher education reduces any structural inequalities in the social aspects of life. A longitudinal approach is applied, using a national survey of 1058 Swedish young people, controlling for baseline values of agency and voice. The empirical analysis reveals an association between class origin and agency and voice. University education proves to be of central importance for the capabilities of agency and voice; however, this varied for young people with different class origin. Young people from manual working-class backgrounds benefit from higher education, while no significant result was found for young people with white-collar parents. The results indicate that higher education reduces structural differences in capabilities central for social participation.     

Fourth Way in action: teacher education in Singapore

Policy makers are often looking for solutions to develop their educational systems in today’s highly competitive knowledge-based economy. Hargreaves and Shirley’s Fourth Way provides a useful approach in analysing policy trends, successes and pitfalls, based on an observation of practices and research evidences in the west, particularly, the USA and the UK. This article discusses and illustrates how teacher education in Singapore reflects the Fourth Way in action.     

Learning analytics to uncover inequality in behavioural engagement and academic attainment in a distance learning setting

Abstract

Although the attainment gap between black and minority ethnic (BME) students and white students has persisted for decades, the potential causes of these disparities are highly debated. The emergence of learning analytics allows researchers to understand how students engage in learning activities based on their digital traces in a naturalistic setting. This study investigates the attainment gap by analysing the differences in behavioural engagement between different ethnic groups. Using multilevel models of academic performance, demographics, and online traces of 149,672 students enrolled in 401 modules in a distance learning setting, we confirmed the existing attainment gap. After controlling for other demographics, module characteristics and engagement, BME students were between 19% and 79% less likely to complete, pass or achieve an excellent grade compared to white students. Given the same academic performance, BME students spent 4-12% more time on studying than white students. While the attainment gap remained persistent after controlling for academic engagement, our study further highlighted the inequality of attainment between BME and white students.