A Structural Model for Predicting Mathematics Achievement: Its Relation with Anxiety and Self-Concept in Mathematics

This study proposed and tested a model of mathematics achievement and its relations to antecedent and subsequent factors using structural equations modeling. A sample of elementary school students in Al-Ain school district (n = 394) completed an Arabic version of the Self-description Questionnaire as well as a questionnaire measuring their perception of the importance of mathematics, anxiety about it, and the amount of effort they exerted in studying. Mathematics grades were obtained from the official school records. Importance and effort were positively related to achievement which in turn had a positive path coefficient to self-concept and a negative path to anxiety. The hypothesized model explained 40%, 64%, and 73% of the variance in achievement, self-concept, and anxiety, respectively. The results can be interpreted as indicating that achievement is an important outcome and antecedent construct within the proposed model.

[1]  C. Ethington.  A Test of a Model of Achievement Behaviors , 1991 .

[2]  S. Stodolsky,et al.  Student Views About Learning Math and Social Studies , 1991 .

[3]  J. Eccles,et al.  In the Mind of the Actor: The Structure of Adolescents' Achievement Task Values and Expectancy-Related Beliefs , 1995 .

[4]  Maher M. Abu-Hilal,et al.  Dimensionality and Hierarchy of the Sdq in a Non-Western Milieu , 1997 .

[5]  Alexander Seeshing Yeung,et al.  Longitudinal Structural Equation Models of Academic Self-Concept and Achievement: Gender Differences in the Development of Math and English Constructs , 1998 .

[6]  Richard J. Rankin,et al.  A Test of the Internal/External Frame of Reference Model at Different Levels of Math and Verbal Self-Perception , 1995 .

[7]  Barbara M. Byrne,et al.  A Multifaceted Academic Self-Concept: Its Hierarchical Structure and Its Relation to Academic Achievement. , 1988 .

[8]  D. Bandalos,et al.  Effects of math self-concept, perceived self-efficacy, and attributions for failure and success on test anxiety , 1995 .

[9]  T. Keith,et al.  Is There a Causal Relation Between Self-Concept and Academic Achievement?. , 1986 .

[10]  H. Marsh.  Sex Differences in the Development of Verbal and Mathematics Constructs: The High School and Beyond Study , 1989 .

[11]  P. Fehrmann,et al.  Parental Involvement, Homework, and TV Time: Direct and Indirect Effects on High School Achievement , 1986 .

[12]  Herbert W. Marsh,et al.  Using the National Longitudinal Study of 1988 to evaluate theoretical models of self-concept: The Self-Description Questionnaire. , 1994 .

[13]  H. Marsh.  Verbal and Math Self-Concepts: An Internal/External Frame of Reference Model , 1986 .

[14]  Phyllis C. Blumenfeld,et al.  Change in Children's Competence Beliefs and Subjective Task Values across the Elementary School Years: A 3-Year Study. , 1997 .

[15]  Mark A. Lyon,et al.  Academic Self-Concept and its Relationship to Achievement in a Sample of Junior High School Students , 1993 .

[16]  Jacquelynne S. Eccles,et al.  Predictors of math anxiety and its influence on young adolescents' course enrollment intentions and performance in mathematics , 1990 .

[17]  J. Chapman,et al.  Development of young children's reading self-concepts: An examination of emerging subcomponents and their relationship with reading achievement. , 1995 .

[18]  S. Cooper,et al.  The relationship of mathematics self-efficacy beliefs to mathematics anxiety and performance. , 1991 .

[19]  P. Irwing.  Evaluative and Affective Dimensions of Self-Concept: A Test of Construct Validity Using Structural Equations Modeling , 1996 .

[20]  Corinna A. Ethington,et al.  A Structural Model of Mathematics Achievement for Men and Women , 1986 .

[21]  S. Dornbusch,et al.  Social Studies and Motivation: High School Students' Perceptions of the Articulation of Social Studies to Work, Family and Community , 1978 .

[22]  D. A. Kenny,et al.  Self-concept of ability and perceived evaluation of others: cause or effect of academic achievement? , 1977, Journal of educational psychology.

[23]  R. Vallerand,et al.  Academic Motivation and School Performance: Toward a Structural Model , 1995 .

[24]  O. D. Hadfield,et al.  Mathematics Anxiety and Learning Style of the Navajo Middle School Student , 1992 .

[25]  J. Eccles,et al.  The development of achievement task values: A theoretical analysis , 1992 .

[26]  J. Spence,et al.  Achievement and achievement motives : psychological and sociological approaches , 1984 .

[27]  Allan Wigfield,et al.  Expectancy-value theory of achievement motivation: A developmental perspective , 1994 .