Academic resilience and its psychological and educational correlates: A construct validity approach

This study examines educational and psychological correlates of academic resilience using within-network and between-network validity approaches. Based on a sample of 402 Australian high-school students, a newly developed unidimensional academic resilience construct found within-network validity by way of sound item and factor properties. In terms of between-network validity, correlation, path analysis, and cluster analysis showed that five factors predict academic resilience: self-efficacy, control, planning, low anxiety, and persistence. Hence, a 5-C model of academic resilience is proposed: confidence (self-efficacy), coordination (planning), control, composure (low anxiety), and commitment (persistence). Path analysis also showed that academic resilience subsequently predicts three educational and psychological “outcomes”: enjoyment of school, class participation, and general self-esteem. © 2006 Wiley Periodicals, Inc. Psychol Schs 43: 267–281, 2006.

[1]  Kennon M. Sheldon,et al.  Avoidance achievement motivation: a personal goals analysis. , 1997, Journal of personality and social psychology.

[2]  M. Strube An Analysis of the Self-Handicapping Scale , 1986 .

[3]  Gordon W. Cheung,et al.  Evaluating Goodness-of-Fit Indexes for Testing Measurement Invariance , 2002 .

[4]  Andrew J. Martin,et al.  Fear of failure: Friend or foe? , 2003 .

[5]  Kennon M. Sheldon,et al.  Personality and the goal-striving process: the influence of achievement goal patterns, goal level, and mental focus on performance and enjoyment. , 2003, The Journal of applied psychology.

[6]  A. Martin How to Motivate Your Child for School and Beyond , 2003 .

[7]  Andrew J. Martin Motivation and Academic Resilience: Developing a Model for Student Enhancement , 2002 .

[8]  M. J. Norušis,et al.  SPSS professional statistics 6.1 , 1994 .

[9]  Andrew J. Martin The Student Motivation Scale: Further Testing of an Instrument that Measures School Students' Motivation , 2003 .

[10]  Andrew J. Martin,et al.  Self-handicapping and defensive pessimism : exploring a model of predictors and outcomes from a self-protection perspective. , 2001 .

[11]  P. Pintrich A Manual for the Use of the Motivated Strategies for Learning Questionnaire (MSLQ). , 1991 .

[12]  Andrew J. Martin,et al.  Self-handicapping and defensive pessimism: A model of self-protection from a longitudinal perspective , 2003 .

[13]  John G. Nicholls,et al.  Dimensions of achievement motivation in schoolwork and sport. , 1992 .

[14]  S. Jimerson,et al.  A longitudinal study of achievement trajectories: Factors associated with change. , 1999 .

[15]  Andrew J. Martin,et al.  A Quadripolar Need Achievement Representation of Self-Handicapping and Defensive Pessimism , 2001 .

[16]  Risto Lethonen Multilevel Statistical Models (3rd ed.) , 2005 .

[17]  J. Connell,et al.  A new multidimensional measure of children's perceptions of control. , 1985, Child development.

[18]  A. Robert,et al.  HAUGEN, . The New Finance: The Case against Efficient Markets (Englewood Prentice Hall. , 1995 .

[19]  Sylvia Alatorre Alva Academic Invulnerability Among Mexican-American Students: The Importance of Protective Resources and Appraisals , 1991 .

[20]  M. Covington Making the Grade: A Self-Worth Perspective on Motivation and School Reform , 1992 .

[21]  Andrew J. Martin,et al.  Motivating Boys and Motivating Girls: Does Teacher Gender Really Make a Difference? , 2005 .

[22]  Martin V. Covington,et al.  Effort: The Double-Edged Sword in School Achievement. , 1979 .

[23]  S. Luthar,et al.  The construct of resilience: Implications for interventions and social policies , 2000, Development and Psychopathology.

[24]  A. Bandura Self-Efficacy: The Exercise of Control , 1997, Journal of Cognitive Psychotherapy.

[25]  P. Pintrich,et al.  Motivational and self-regulated learning components of classroom academic performance. , 1990 .

[26]  C. Midgley,et al.  If I don't do well tomorrow, there's a reason : Predictors of adolescents' use of academic self-handicapping strategies , 1996 .

[27]  D. Tjosvold,et al.  Effects of student participation in classroom decision making on attitudes, peer interaction, motivation, and learning. , 1980 .

[28]  Barbara A. Greene,et al.  Engagement in Academic Work: The Role of Learning Goals, Future Consequences, Pleasing Others, and Perceived Ability , 1996, Contemporary educational psychology.

[29]  J. Finn,et al.  Academic success among students at risk for school failure. , 1997, The Journal of applied psychology.

[30]  J. Gill Hierarchical Linear Models , 2005 .

[31]  Herbert W. Marsh,et al.  The Multidimensional Structure of Academic Self-Concept: Invariance Over Gender and Age , 1993 .

[32]  Doris R. Entwisle,et al.  Tracking and Transitions through the Middle Grades: Channeling Educational Trajectories. , 1996 .

[33]  P. Pintrich Educational Psychology at the Millennium: A Look Back and a Look Forward , 2000 .

[34]  J. Finn Withdrawing From School , 1989 .

[35]  E. A. Locke,et al.  Building a practically useful theory of goal setting and task motivation. A 35-year odyssey. , 2002, The American psychologist.

[36]  Herbert W. Marsh,et al.  A multidimensional, hierarchical model of self-concept: Theoretical and empirical justification , 1990 .

[37]  Andrew J. Martin,et al.  Self-handicapping, defensive pessimism, and goal orientation : a qualitative study of university students , 2003 .

[38]  Ted Thompson,et al.  Self‐worth Protection: review and implications for the classroom , 1994 .

[39]  S. Howard,et al.  What Makes the Difference? Children and teachers talk about resilient outcomes for children 'at risk' , 2000 .

[40]  B. Flay,et al.  The healthy pursuit of self-esteem: comment on and alternative to the Crocker and Park (2004) formulation. , 2004, Psychological bulletin.

[41]  Eric M. Anderman,et al.  The Role of Classroom Goal Structure in Students’ Use of Self-Handicapping Strategies , 1998 .

[42]  David W. Johnson,et al.  Cooperative Versus Competitive Efforts and Problem Solving , 1995 .

[43]  Andrew J. Martin,et al.  Personal bests (PBs): a proposed multidimensional model and empirical analysis. , 2006, The British journal of educational psychology.

[44]  A. Masten Ordinary magic. Resilience processes in development. , 2001, The American psychologist.

[45]  Patricia Kowalski,et al.  Individual Differences in the Effects of Educational Transitions on Young Adolescent’s Perceptions of Competence and Motivational Orientation , 1992 .

[46]  A. Masten,et al.  The development of competence in favorable and unfavorable environments. Lessons from research on successful children. , 1998, The American psychologist.

[47]  H. Walberg,et al.  Educational resilience in inner cities. , 1994 .

[48]  M. Seligman,et al.  Learned Helplessness: A Theory for the Age of Personal Control , 1993 .

[49]  Andrew J. Martin The Student Motivation Scale: A Tool for Measuring and Enhancing Motivation , 2001, Journal of Psychologists and Counsellors in Schools.