A structural equation model analyzing the relationship of student achievement motivations and personality factors in a range of academic subject-matter areas

The question of subject-specificity of achievement motivations is important, both for educational psychology, as well as for educational policy. This study contributes to the investigation of the heterogeneity in achievement motivations in the context of the expectancy-value model. Whereas existing research deals with middle and high school students and their motivations for a range of broad domains, this article focuses on university students (n = 264) and subject domains that are more congruent. We adopt an affect-extended version of the expectancy-value model. Using structural equation methods, we are able to decompose achievement motivations in generic and subject-specific components.

[1]  S. Barker,et al.  Epistemological Beliefs Across Domains Using Biglan's Classification of Academic Disciplines , 2003 .

[2]  G. Matthews,et al.  Traits, states, and the trilogy of mind: An adaptive perspective on intellectual functioning. , 2004 .

[3]  Kimberly A. Lawless,et al.  Domain knowledge and individual interest: The effects of academic level and specialization in statistics and psychology , 2006 .

[4]  Joseph J. Stevens,et al.  The Development and Validation of the Survey of Antitudes toward Statistics , 1995 .

[5]  B. Weiner Human Motivation: Metaphors, Theories, and Research , 1980 .

[6]  I. Deary,et al.  Goldberg’s ‘IPIP’ Big-Five factor markers: Internal consistency and concurrent validation in Scotland , 2005 .

[7]  Lisa A. Burke,et al.  A Perennial Dilemma in OB Education: Engaging the Traditional Student , 2003 .

[8]  Jacquelynne S. Eccles,et al.  Development of achievement motivation. , 2007 .

[9]  D. Kolb,et al.  Learning Styles and Learning Spaces: Enhancing Experiential Learning in Higher Education , 2005 .

[10]  Phillip L. Ackerman,et al.  Determinants of Individual Differences and Gender Differences in Knowledge. , 2001 .

[11]  P. Gagné,et al.  Measurement Model Quality, Sample Size, and Solution Propriety in Confirmatory Factor Models , 2006, Multivariate behavioral research.

[12]  Ulrich Trautwein,et al.  Integration of multidimensional self-concept and core personality constructs: construct validation and relations to well-being and achievement. , 2006, Journal of personality.

[13]  J. M. Digman PERSONALITY STRUCTURE: EMERGENCE OF THE FIVE-FACTOR MODEL , 1990 .

[14]  M. Maehr Advances in Motivation and Achievement , 1991 .

[15]  Thomas C. DeFranco,et al.  Philosophy's Role in Characterizing the Nature of Educational Psychology and Mathematics , 2003, Rediscovering the Philosophical Roots of Educational Psychology.

[16]  A. Biglan The characteristics of subject matter in different academic areas. , 1973 .

[17]  Phillip L. Ackerman,et al.  Cognitive Ability and Non-Ability Trait Determinants of Expertise , 2003 .

[18]  Sterling C. Hilton,et al.  Survey of Attitudes Toward Statistics: Factor Structure Invariance by Gender and by Administration Time , 2004 .

[19]  Candace Schau,et al.  STUDENTS' ATTITUDES: THE "OTHER" IMPORTANT OUTCOME IN STATISTICS EDUCATION , 2003 .

[20]  Michael B. Paulsen,et al.  DOMAIN DIFFERENCES IN THE EPISTEMOLOGICAL BELIEFS OF COLLEGE STUDENTS , 1998 .

[21]  James M. Royer The cognitive revolution in educational psychology , 2005 .

[22]  P. Bentler,et al.  Cutoff criteria for fit indexes in covariance structure analysis : Conventional criteria versus new alternatives , 1999 .

[23]  J. Vermunt,et al.  The Role of Personality Traits and Goal Orientations in Strategy Use. , 2001, Contemporary educational psychology.

[24]  H W Marsh,et al.  Is More Ever Too Much? The Number of Indicators per Factor in Confirmatory Factor Analysis. , 1998, Multivariate behavioral research.

[25]  P. Pintrich,et al.  Motivation in Education: Theory, Research, and Applications , 1995 .

[26]  T. Judge,et al.  Relationship of personality to performance motivation: a meta-analytic review. , 2002, The Journal of applied psychology.

[27]  Joseph J. Stevens,et al.  Survey of attitudes toward statistics: Factor structure and factorial invariance for women and men , 1997 .

[28]  J. Eccles,et al.  Expectancy-Value Theory of Achievement Motivation. , 2000, Contemporary educational psychology.

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

[30]  Patricia A. Alexander,et al.  Domain knowledge: Evolving themes and emerging concerns. , 1992 .

[31]  Eric Anthony Day,et al.  Construct- and criterion-related validity of four commonly used goal orientation instruments. , 2003 .

[32]  B. Byrne Structural Equation Modeling with LISREL, PRELIS, and SIMPLIS: Basic Concepts, Applications, and Programming , 1998 .

[33]  D. Bandalos The Effects of Item Parceling on Goodness-of-Fit and Parameter Estimate Bias in Structural Equation Modeling , 2002 .

[34]  R. Kline Principles and practice of structural equation modeling, 2nd ed. , 2005 .

[35]  J. Eccles,et al.  The Development of Competence Beliefs, Expectancies for Success, and Achievement Values from Childhood through Adolescence , 2002 .

[36]  A. Biglan Relationships between subject matter characteristics and the structure and output of university departments. , 1973 .

[37]  Richard G. Lomax,et al.  A Beginner's Guide to Structural Equation Modeling , 2022 .

[38]  Peter M. Bentler,et al.  Practical Issues in Structural Modeling , 1987 .

[39]  Alexander Seeshing Yeung,et al.  The Distinctiveness of Affects in Specific School Subjects: An Application of Confirmatory Factor Analysis With the National Educational Longitudinal Study of 1988 , 1996 .

[40]  J. Eccles,et al.  Motivational beliefs, values, and goals. , 2002, Annual review of psychology.

[41]  Robert C MacCallum,et al.  Using Parcels to Convert Path Analysis Models Into Latent Variable Models , 2005, Multivariate behavioral research.

[42]  S. N. Davis,et al.  Coming Into Her Own: Educational Success in Girls and Women , 1999 .

[43]  Rex B. Kline,et al.  Principles and Practice of Structural Equation Modeling , 1998 .

[44]  Phillip L. Ackerman Aptitude Complexes and Trait Complexes , 2003 .

[45]  H. Marsh,et al.  The use of item parcels in structural equation modelling: non-normal data and small sample sizes. , 2004, The British journal of mathematical and statistical psychology.

[46]  B. de Raad,et al.  Personality in learning and education: a review , 1996 .