Explaining the gender gaps in mathematics achievement and attitudes: The role of societal gender equality

The gender stratification hypothesis maintains that higher levels of societal gender equity predict smaller gender gaps in mathematics achievement and attitudes. Using data from the Program for International Student Assessment (PISA) across 56 countries, this study aims to provide a thorough empirical test of the gender stratification hypothesis. We employ a novel two-stage empirical strategy to investigate the link between societal gender equities and gender differences in mathematics achievement and attitudes. In the first stage, we use a semiparametric Oaxaca-Blinder (OB) method to decompose the gender gaps in each country into a part that is explained by gender differences in observable characteristics and a part that remains unexplained. In the second stage, we examine the relationships between the unexplained parts of the gender gaps and country-specific gender equity measures. The results highlight the importance of gender equity in the labor market in explaining cross-country variation in the gender math gap. We find that lower gender wage gap is significantly associated with a smaller unexplained part of the gender math gap favoring boys. In terms of the gender gaps in math attitudes, the results yield mixed support for the gender stratification hypothesis.     

Classroom environment,achievement goals and maths performance: gender differences

This study investigated how gender shapes the relationships between classroom environment, achievement goals and maths performance. Seventh-grade students (N?=?498) from five urban secondary schools filled in achievement goal orientations and classroom environment scales at the beginning of the second semester. Maths performance was assessed as an average grade four months later. The results indicated gender differences in the perception of teacher and peers support, achievement goals and maths performance. The effects of goal orientations, teacher and peers support on achievement were moderated by gender. Furthermore, the interaction between classroom environment and performance goals on maths grades varied with gender. In the boys’ sample, performance-avoidance goals interacted with teacher support, while in the girls’ sample, performance-approach goals interacted with peers support in predicting maths grades. The educational implications of these gender differences are discussed.     

Outcomes of schooling: Mathematics achievement and attitudes towards mathematics learning in Hong Kong

High achievement of cognitive skills and the formation of favourable attitudes towards learning are universally acclaimed outcomes of schooling. The present study utilised the Second IEA Mathematics Study data (N=5644) to examine which of the ten measured attitude dimensions are pertinent in explaining mathematics achievement variance of Form One students in Hong Kong. Correlational and commonality analysis revealed that students' perception of their ability to do mathematics, the importance of mathematics to society and the concept of mathematics being a creative subject are the most pertinent attitude dimensions. In particular, the perception of students' estimated abilities to do mathematics made a substantial, unique and common contribution to the explained mathematics achievement variance.     

Gender differences in mathematics achievement: an investigation of gender differences by item difficulty interactions

This paper presents findings from research exploring gender by item difficulty interaction on mathematics test scores in Cyprus. Data steamed from 2 longitudinal studies with 4 different age groups of primary school students. The hypothesis that boys tended to outperform girls on the hardest items and girls tended to outperform boys on the easiest items was generally supported for each year group. The effect of social class was also examined. For each social class, there was a correlation between the item difficulty differences estimated on girls and boys separately and the difficulty of the item estimated on the whole sample. It is claimed that in understanding gender differences in mathematics, item difficulty should be treated as an independent variable. Suggestions for further studies are provided, and implications for the development of assessment policy in mathematics are drawn.     

Ameliorating gender differences in attitudes about science: A cross-national study

The outcomes of two studies reported here indicate that the teacher inservice workshops, combined with activity-based science lessons, affected students' attitudes and perceptions about electricity. Australian and U.S. studies produced different patterns explored and explained in the paper.This material is based upon research supported by the National Science Foundation under grant MDR-88-50570 in the United States and supported by a grant from the Special Projects Program of the Commonwealth Schools Commission in the Education of GirlsDD section of Projects of National Significance in Australia. Any opinions, findings and conclusions or recommendations expressed in this paper are those of the authors and do not necessarily reflect the views of the National Science Foundation or the Commonwealth Schools Commission.     

论性别差异及其教育策略

性别差异指男女两性在心理学方面的不同特点。男女两性不仅存在着生理方面的差异,在心理发展的许多方面也同样客观地存在着一些差异,尤其在性格和行为方式及情感表达等方面差异较为明显。性别差异的形成在更大程度上取决于社会文化因素而非生理因素,必须采取有效的教育措施,使个体的发展既具有男女之共性,也具有男女之个性;既要摆脱性别角色标志的束缚,又不失性别本色。     

Boys lagging behind: Unpacking gender differences in academic achievement across East Africa

We estimate the current magnitude of gender gaps in literacy and numeracy in Kenya, Tanzania and Uganda, using large-scale nationally representative data of children ages 6–16. Using a household fixed effects approach, we document that girls outperform boys in all three countries; in numeracy by 0.03 SDs (Uganda) to 0.05 SDs (Kenya and Tanzania) and literacy by 0.06 SDs (Uganda and Tanzania) to 0.09 SDs (Kenya). However, the gender gap in achievement is highly geographically clustered, reversing in sign in some districts. In highlighting the heterogeneity of gender disparities in academic performance in these three countries in East Africa, this study show that systematic female disadvantage in schooling is no longer the norm.     

Individual differences in an English learning achievement system: gaming flow experience,gender differences and learning motivation

Despite the growing interest in digital game-based learning (DGBL), there has been a lack of attention paid to the effects of individual differences, such as gaming flow experience and gender differences, in a reward-based achievement system. To this end, this study developed an achievement system with a reward mechanism to facilitate English learning. This study investigated how individuals’ gaming flow experience levels affected their levels of learning motivation, and whether any gender differences existed in gaming flow experience and learning motivation while engaging in the achievement system. The results showed that gaming flow experience significantly predicted learning motivation, whereby the students with high gaming flow experience were six times more likely to have high learning motivation than those with low gaming flow experience. Subsequent analysis showed that the female students had significantly higher gaming flow than the male students, but the male and female students showed similar learning motivation. Furthermore, the results indicated that the male students achieved more interactive rewards than the female students, but no significant differences were found in the male and female students’ achievement of other types of rewards. Based on these findings, the authors contribute to the literature by developing a framework which can be applied to support designers to accommodate individual differences in DGBL.     

The Dutch gender gap in mathematics: Small for achievement, substantial for beliefs and attitudes

In general, studies on gender and mathematics show that the advantage held by boys over girls in mathematics achievement has diminished markedly over the last 40 years. Some researchers even argue that gender differences in mathematics achievement are no longer a relevant issue. However, the results of the Trends in Mathematics and Science Study of 2003 (TIMSS-2003), as well as the participation rates of girls in (advanced) mathematics courses, show that in some countries, such as the Netherlands, gender equity in mathematics is still far from a reality. Research on gender and mathematics is often limited to the relationship between gender differences in attitudes toward mathematics and gender differences in mathematics achievement. In school effectiveness research, theories and empirical evidence emphasize the importance of certain school and class characteristics (e.g., strong educational leadership, safe and orderly learning climate) for achievement and attitudes. However, there is little information available at to whether these factors have the same or a different influence on the achievement of girls and boys. This study used the Dutch data from TIMSS-2003 to explore the relationship between school- and class characteristics and the mathematics achievement and attitudes for both girls and boys in Grade 4 of the primary school. The explorations documented in this paper were guided by a conceptual model of concentric circles and involved multilevel analyses. Interaction effects with gender were assessed for each influencing factor that turned out to have a significant effect. The results of these analyses provide additional insight into the influence that non-school-related and school-related factors have on the mathematics achievement and attitudes of girls and boys.     

Chapter 6 Cross-cultural gender differences in mathematics education

The chapter examined data from the Second International Mathematics Study (SIMS), for Population A (range of age 12 to 13) and for Population B (range of age 17 to 19). Multivariate analyses of variance revealed that achievement differences among countries were much greater than gender differences. The findings are discussed in light of responses to questions about learning experiences, parental and teacher support, perception of the place of mathematics in the pursuit of higher education, and other factors that are considered influential in mathematics achievement.     

Sex differences in education: exploring children’s gender identity

Abstract

Gender stereotypes associate mathematics and sciences with boys, whereas reading and writing are typically associated with girls. This study investigated sex differences in primary school children’s motivation (confidence and value) across four academic subjects (maths, science, reading and writing) and examined how their identification with stereotypical masculine and feminine traits related to their motivation in these subjects. Five hundred and thirty-two children (aged 9–11, 52% boys), from five UK schools participated. Sex differences in reading and writing motivation were wider than sex differences found in maths and science motivation. Interestingly, the extent to which children identified with feminine traits was a stronger predictor of their reading and writing motivation than their sex. Gender identity provides an innovative approach to the study of sex differences; it challenges the dichotomy inherent within sex differences research and can lead to a more critical and nuanced understanding of sex differences in education.     

Ethnic and gender differences in mathematics achievement and in dispositions towards the study of mathematics

The study examined the effects of gender and ethnicity on mathematics achievement on a national test and on dispositions (attitudes, perceived parental expectations, effort, and help) towards the study of mathematics of a representative sample of Jewish and Arab eighth graders in Israel. The results indicated a large ethnic gap in achievement in favor of the Jewish students. Significant gender–ethnicity interactions emerged whereby Arab girls, compared to Arab boys, attempted more items on the test. In the Jewish sample, either the reverse held true or there were no significant differences between the sexes. Arab girls also reported receiving less help in doing mathematics homework and perceived their parents' expectations for their success in mathematics as higher than did Arab boys. Jewish girls, on the other hand, perceived their parents' expectations as lower and reported investigating more effort in coping with mathematics tasks and using more supporting tools than did Jewish boys. The results were discussed in light of cultural differences between Jews and Arabs in Israeli society and their respective learning environments.     

Beliefs and gender differences: A new model for research in mathematics education

The major focus of this study is to propose a new research model, namely the Modified CGI gender model, for the study of gender differences in mathematics. This model is developed based on Fennema, Carpenter, and Peterson’s (1989) CGI model. To examine the validity of this new model, this study also examines the gender differences in teacher and student beliefs about mathematics and compares gender differences between teacher and student beliefs about the importance and difficulty of certain mathematics topics. Using the British Columbia Mathematics Assessment data, the study conducted a series of ANOVA. The findings of this study indicate that the new model appears to be a useful tool to describe gender differences in mathematics and to guide research in this area. The conclusions drawn from the data analysis show that male and female teachers differed significantly in their beliefs about Numbers and Operations. Male teachers perceived this topic to be more important than female teachers. Second, gender differences have been largely found in student beliefs about the difficulty of the selected topics. Finally, gender differences found in teacher beliefs are similar to the gender differences in student beliefs about the importance and difficulty of mathematics topics.     

Two-year study relating adolescents' self-concept and gender role perceptions to achievement and attitudes toward science

To assess the developmental relationship of perceptions of self-concept and gender role identification with adolescents' attitudes and achievement in science, a two-year longitudinal study was conducted. A battery of instruments assessing 16 dimensions of self-concept/gender role identifications was employed to predict students' achievement and attitudes toward science. Specific behaviors studied included self-concept in school and science and mathematics, attitudes toward appropriate gender roles in science activities and careers, and self-perceptions of masculine and feminine traits. One hundred and fifty-five adolescents, enrolled, respectively, in the seventh and eighth grades, participated in the study. Through Fisher z transformations of correlation coefficients, differences in relationships between these two sets of variables were studied for males and females during the two years. Results indicated that students' self-concepts/gender role perceptions were related to both achievement and attitudes toward science, but more related to attitudes than achievement. These relationships became more pronounced for students as they matured from seventh to eighth graders.     

Results of an empirical study into gender differences in attitudes towards mathematics

Differences in attitude towards mathematics between boys and girls were evaluated in an empirical study carried out in (west)German secondary schools during 1989 on a group of 748 students aged 14–19. The main focus of the study was to ascertain whether the results from previous studies of the last decade, which reported significant differences between boys' and girls' attitudes to mathematics, were still valid.This study shows there are still significant gender differences in many areas, such as: interest in mathematics, importance of high attainment in mathematics, willingness to consider entering a career involving mathematics and mathematical activities and themes from the real world which interest the pupils. Despite these still prevailing gender differences, the study nevertheless shows that girls' and boys' views on gender roles and corresponding areas of activities have changed considerably in recent years (note 1).     

The role of prosocial attitudes and academic achievement in peer networks in higher education

After the transition to university, students need to build a new peer network, which helps them to adapt to university life. This study investigated to what extent students’ prosocial attitudes and academic achievement facilitate the embeddedness in friendship and help-seeking networks, while taking structural network characteristics into account. Participants were 95 first-year bachelor’s degree students and were part of learning communities consisting of 12 students at a university in the Netherlands. Measures included student-reports of prosocial attitudes, peer nominations of friendship and help-seeking networks, and officially registered grades (GPA). Longitudinal social network analysis, stochastic actor-based modeling with the package RSiena, revealed that both students’ own prosocial attitudes and achievement played a role in their friendship formation, whereas only students’ own achievement made the formation of their help-seeking relationships more likely. When students were friends, it was more likely that they approached each other for help and vice versa. Similarity in achievement level contributed to relationship formation in friendship and help-seeking networks. Overall, the results underscore the importance of both student’ prosocial attitudes and achievement for their social adjustment (i.e., making friends) and only achievement for their academic adjustment (i.e., seeking help) during the first year of university within the context of small-scale teaching.

     

Bold,reckless and adaptable? Explaining gender differences in economic thinking and attitudes

In the first half of this paper we develop a perspective on the role of ‘boldness’ in explaining gender differences in thinking and attitudes. We apply this analysis to evidence from Australia, the USA and the UK in relation to economics at school and university levels. In the second half we present the results of a study of over 1000 15–17‐year‐olds in UK secondary schools. On the basis of the gender differences revealed in these data and our preceding analysis we offer some implications for learning and teaching.     

A longitudinal analysis of gender differences in academic self-concept and language achievement: A multivariate multilevel latent growth approach

This study investigated the development of academic self-concept and language achievement from Grade 7 to Grade 12 by repeated assessment of 2826 Flemish adolescents in 50 secondary schools. Latent growth curve modeling showed that both girls and boys experience a declining academic self-concept during the period of secondary education and that girls declined at a faster rate. Furthermore, girls were shown to have an increase in Dutch language achievement over time, whereas boys showed a decrease in middle years, followed by an increase from Grade 9 on. The multivariate multilevel growth curve model suggested that the evolution of academic self-concept was not related to the evolution in achievement, neither at the individual level, nor at the school level. There is, however, a positive relation between students’ academic self-concept and their achievement, the magnitude of which decreased throughout secondary school. At the school level, the correlation is small, but also positive, except for the girls from Grade 10 on. The results are discussed in relation to the reciprocal effects model and the developmental perspective regarding the self-concept/achievement relation.