Gender Differences in Growth in Mathematics Achievement: Three-Level Longitudinal and Multilevel Analyses of Individual, Home, and School Influences

This study focused on gender differences in growth in mathematics achievement in relation to various social-psychological factors such as attitude toward mathematics, self-esteem, parents' academic encouragement, mathematics teachers' expectations, peer influence, and so on. The study was based primarily on the data collected by the Longitudinal Study of American Youth (Miller, Hoffer, Suchner, Brown, & Nelson, 1992) and focused on students from Grade 7 to Grade 10. The key methodology used in the study was 3-level longitudinal and multilevel modeling. Results indicated that gender differences in growth in mathematics varied by one's initial status in mathematics. For those who started low, girls started higher than boys, but their average growth rate was slightly lower than boys. Although the average gender gap in growth rate was not statistically significant, the gap varied across schools. In some schools girls' average growth rate was higher, whereas in other schools boys' average growth rate was higher. For those who started high, there were no gender differences in initial status and growth rate. However, the effect of math attitude and math teacher encouragement on mathematics differed for boys and girls who started high. The effect of math attitude on mathematics was stronger for boys than for girls. The effect of math teacher encouragement on mathematics varied across schools for boys, but no math teacher encouragement effect was found for girls. Results also show that home resources, individual behavior problems, and attitude toward mathematics were related to growth in mathematics. In addition, aggregated school resources had a significant effect on growth in mathematics. The effect of math teacher encouragement on mathematics varied across schools for boys and girls who started low as for boys who started high. Implications of these results are discussed.

[1]  E. Fennema,et al.  Women and Education. Equity or Equality , 1984 .

[2]  L. Poundie Burstein Chapter 4: The Analysis of Multilevel Data in Educational Research and Evaluation , 1980 .

[3]  A. Beaton Mathematics Achievement in the Primary School Years. IEA's Third International Mathematics and Science Study (TIMSS). , 1996 .

[4]  M. Boekaerts,et al.  Gender-Related Differences in Self-Referenced Cognitions in Relation to Mathematics. , 1996 .

[5]  Louis A. Penner,et al.  The Challenge in mathematics and science education : psychology's response , 1993 .

[6]  Douglas B. McLeod,et al.  Information-processing theories and mathematics learning: the role of affect , 1990 .

[7]  L. H. Reyes Affective Variables and Mathematics Education , 1984, The Elementary School Journal.

[8]  Anthony S. Bryk,et al.  Toward a More Appropriate Conceptualization of Research on School Effects: A Three-Level Hierarchical Linear Model , 1988, American Journal of Education.

[9]  Lewis R. Aiken,et al.  Update on Attitudes and Other Affective Variables in Learning Mathematics , 1976 .

[10]  Xin Ma Gender Differences in Mathematics Achievement Between Canadian and Asian Education Systems , 1995 .

[11]  C. Tocci,et al.  Achievement, Parental Support and Gender Differences in Attitudes Toward Mathematics , 1991 .

[12]  L. Poundie Burstein The Analysis of Multilevel Data in Educational Research and Evaluation , 1980 .

[13]  E. Fennema,et al.  Chapter 2 Gender, mathematics performance, and mathematics-related attitudes and affect: A meta-analytic synthesis , 1994 .

[14]  Anthony S. Bryk,et al.  Toward a More Appropriate Conceptualization of Research on School Effects: A Three-Level Linear Model. , 1988 .

[15]  Gerald A. Goldin,et al.  Affective Pathways and Representation in Mathematical Problem Solving , 2000 .

[16]  S. Marshall Sex Differences in Mathematical Errors: An Analysis of Distracter Choices. , 1983 .

[17]  Douglas F. Becker,et al.  Chapter 5 Gender differences in mathematics problem solving and science: A longitudinal analysis , 1994 .

[18]  P. Peterson,et al.  2 – Autonomous Learning Behavior: A Possible Explanation of Gender-Related Differences in Mathematics , 1985 .

[19]  John B. Willett,et al.  Questions and Answers in the Measurement of Change , 1988 .