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Educational Psychology
An International Journal of Experimental Educational Psychology
Volume 31, 2011 - Issue 5
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Original Articles

The negative effect of school-average ability on science self-concept in the UK, the UK countries and the world: the Big-Fish-Little-Pond-Effect for PISA 2006

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Pages 629-656 | Received 31 Oct 2010, Accepted 05 May 2011, Published online: 24 Jun 2011

References

  • Adams , R.J. and Wu , M. 2002 . PISA 2000 technical report , Paris : OECD .
  • Alicke , M.D. , Zell , E. and Bloom , D. 2010 . Mere categorization and the frog pond effect . Psychological Science , 21 : 174 – 177 .
  • Asparouhov , T. 2006 . General multi-level modelling with sampling weights . Communications in Statistics – Theory and Methods , 35 : 439 – 460 .
  • Asparouhov , T. 2008 . Scaling of sampling weights for two level models in Mplus 4.2 , Los Angeles, CA : Muthén and Muthén .
  • Bauer , D.J. and Cai , L. 2009 . Consequences of unmodeled nonlinear effects in multilevel models . Journal of Educational and Behavioral Statistics , 34 : 97 – 114 .
  • Buckingham , J.T. and Alicke , M.D. 2002 . The influence of individual versus aggregate social comparison information on self-evaluations . Journal of Personality and Social Psychology , 83 : 1117 – 1130 .
  • Byrne , B.M. and Shavelson , R.J. 1986 . On the structure of adolescent self-concept . Journal of Adolescent Psychology , 78 : 474 – 481 .
  • Carle , A. 2009 . Fitting multilevel models in complex survey data with design weights: Recommendations . BMC Medical Research Methodology , 9 : 49
  • Cohen , J. 1988 . Statistical power analysis for the behavioral sciences , 2nd ed. , Hillsdale, NJ : Erlbaum .
  • Craven , R.G. , Marsh , H.W. and Burnett , P. 2003 . “ Cracking the self-concept enhancement conundrum: A call and blueprint for the next generation of self-concept enhancement research ” . In International advances in self research , Edited by: Marsh , H.W. , Craven , R.G. and McInerney , D.M. Vol. 1 , 91 – 126 . Greenwich, CT : Information Age .
  • Craven , R.G. , Marsh , H.W. and Debus , R.L. 1991 . Effects of internally focused feedback and attributional feedback on enhancement of academic self-concept . Journal of Educational Psychology , 83 : 17 – 27 .
  • Dumay , X. and Dupriez , V. 2008 . Does the school composition effect matter? Evidence from Belgian data . British Journal of Educational Studies , 56 : 440 – 477 .
  • Enders , C.K. and Tofighi , D. 2007 . Centering predictor variables in cross-sectional multilevel models: A new look at an old issue . Psychological Methods , 12 : 121 – 138 .
  • ESRC Teaching and Learning Research Programme . 2006 . Science education in schools. Issues, evidence and proposals , London : Institute of Education .
  • Goldstein , H. and McDonald , R.P. 1988 . A general-model for the analysis of multilevel data . Psychometrika , 53 : 455 – 467 .
  • Graham , J.W. 2009 . Missing data analysis: Making it work in the real world . Annual Review of Psychology , 60 : 549 – 576 .
  • Guay , F. , Larose , S. and Boivin , M. 2004 . Academic self-concept and educational attainment level: A ten-year longitudinal study . Self and Identity , 3 : 53 – 68 .
  • Guay , F. , Marsh , H.W. and Boivin , M. 2003 . Academic self-concept and academic achievement: Developmental perspectives on their causal ordering . Journal of Educational Psychology , 95 : 124 – 136 .
  • Haney , P. and Durlak , J.A. 1998 . Changing self-esteem in children and adolescents: A meta-analytic review . Journal of Clinical Child Psychology , 27 : 423 – 433 .
  • Harker , R. and Tymms , P. 2004 . The effects of student composition on school outcomes . School Effectiveness and School Improvement , 15 : 177 – 199 .
  • Hattie , J.A.C. 2002 . Classroom composition and peer effects . International Journal of Educational Research , 37 : 449 – 481 .
  • Hattie , J.A.C. 2009 . Visible learning. A synthesis of over 800 meta-analyses relating to achievement , London : Routledge .
  • Hox , J. 2002 . Multilevel analysis: Techniques and applications , Mahwah, NJ : Erlbaum .
  • Ireson , J. and Hallam , S. 2009 . Academic self-concepts in adolescence. Relations with achievement and ability grouping in schools . Learning and Instruction , 19 : 201 – 213 .
  • Ireson , J. , Hallam , S. and Plewis , I. 2001 . Ability grouping in secondary schools: Effects on pupils’ self-concepts . British Journal of Educational Psychology , 71 : 315 – 326 .
  • Kreft , I.G.G. , de Leeuw , J. and Aiken , L.S. 1995 . The effect of different forms of centering in hierarchical linear models . Multivariate Behavioral Research , 30 : 1 – 21 .
  • Kulik , C.L. Effects of inter-class ability grouping on achievement and self-esteem . Paper presented at the 1985 annual meeting of the American Psychological Association . Los Angeles.
  • Kulik , C.L. and Kulik , J.A. 1982 . Effects of ability grouping on secondary school students: A metaanalysis of evaluation findings . American Educational Research Journal , 21 : 799 – 806 .
  • Liem , G.A.D. , Marsh , H.W. , Martin , A.J. , McInerney , D.M. and Yeung , A.S. The big fish little pond effect and ability-streaming: Effects of within-school ability grouping, moderators, and gender and ethnicity referents . Paper presented at the 2010 International Congress of Applied Psychology . July 2010 , Melbourne, Australia.
  • Lüdtke , O. , Marsh , H.W. , Robitzsch , A. , Trautwein , U. , Asparouhov , T. and Muthén , B.O. 2008 . The multilevel latent covariate model: A new, more reliable approach to group-level effects in contextual studies . Psychological Methods , 13 : 203 – 229 .
  • Lüdtke, O., Marsh, H. W., Robitzsch, A., & Trautwein, U. (in press). A 2×2 taxonomy of multilevel latent contextual models: Accuracy and bias trade-offs in full and partial error-correction models. Psychological Methods.
  • Marsh , H.W. 1984 . Self-concept, social comparison, and ability grouping: A reply to Kulik and Kulik . American Educational Research Journal , 21 : 799 – 806 .
  • Marsh , H.W. 1987 . The big-fish-little-pond effect on academic self-concept . Journal of Educational Psychology , 79 : 280 – 295 .
  • Marsh , H.W. 1991 . Failure of high-ability high schools to deliver academic benefits commensurate with their students’ ability levels . American Educational Research Journal , 28 : 445 – 480 .
  • Marsh , H.W. 2006 . Self-concept theory, measurement and research into practice. The role of self-concept in educational psychology , Leicester, , UK : British Psychological Society .
  • Marsh , H.W. , Chessor , D. , Craven , R. and Roche , L. 1995 . The effects of gifted and talented programs on academic self-concept: The big fish strikes again . American Educational Research Journal , 32 : 285 – 319 .
  • Marsh , H.W. and Craven , R.G. 2002 . “ The pivotal role of frames of reference in academic self-concept formation: The big-fish-little-pond effect ” . In Adolescence and education , Edited by: Pajares , F. and Urdan , T. Vol. 2 , 83 – 123 . Greenwich, CT : Information Age .
  • Marsh , H.W. and Craven , R.G. 2006 . Reciprocal effects of self-concept and performance from a multidimensional perspective: Beyond seductive pleasure and unidimensional perspectives . Perspectives on Psychological Science , 1 : 133 – 163 .
  • Marsh , H.W. , Craven , R. and Debus , R. 1998 . Structure, stability, and development of young children’s self-concepts . Child Development , 69 : 1030 – 1053 .
  • Marsh , H.W. and Hau , K. 2003 . Big-fish-little-pond effect on academic self-concept. A cross-cultural (26-country) test of the negative effects of academically selective schools . American Psychologist , 58 : 364 – 376 .
  • Marsh , H.W. and Hau , K.-T. 2007 . Applications of latent-variable models in educational psychology: The need for methodological-substantive synergies . Contemporary Educational Psychology , 32 : 151 – 171 .
  • Marsh , H.W. , Hau , K.-T. , Balla , J.R. and Grayson , D. 1998 . Is more ever too much? The number of indicators per factor in confirmatory factor analysis . Multivariate Behavioral Research , 33 : 181 – 220 .
  • Marsh , H.W. , Hau , K.-T. and Grayson , D. 2005 . “ Goodness of fit evaluation in structural equation modeling ” . In Psychometrics: A festschrift to Roderick P. McDonald , Edited by: Maydeu-Olivares , A. and McArdle , J. 275 – 340 . Mahwah, NJ : Lawrence Erlbaum .
  • Marsh , H.W. , Hau , K.-T. , Artelt , C. , Baumert , J. and Peschar , J.L. 2006 . OECD’s brief self-report measure of educational psychology’s most useful affective constructs: Cross-cultural, psychometric comparisons across 25 countries . International Journal of Testing , 6 : 311 – 360 .
  • Marsh , H.W. , Kong , C.-K. and Hau , K.-T. 2000 . Longitudinal multilevel models of the big-fish–little-pond effect on academic self-concept: Counterbalancing contrast and reflected-glory effects in Hong Kong schools . Journal of Personality and Social Psychology , 78 : 337 – 349 .
  • Marsh , H.W. , Lüdtke , O. , Muthén , B.O. , Asparouhov , T. , Morin , A.J.S. , Trautwein , U. and Nagengast , B. 2010 . A new look at the big-five factor structure through exploratory structural equation modeling . Psychological Assessment , 22 : 471 – 491 .
  • Marsh , H.W. , Lüdtke , O. , Robitzsch , A. , Trautwein , U. , Asparouhov , T. , Muthén , B.O. and Nagengast , B. 2009 . Doubly-latent models of school contextual effects: Integrating multilevel and structural equation approaches to control measurement and sampling error . Multivariate Behavioral Research , 44 : 764 – 802 .
  • Marsh , H.W. , Muthén , B.O. , Asparouhov , T. , Lüdtke , O. , Robitzsch , A. , Morin , A.J.S. and Trautwein , U. 2009 . Exploratory Structural Equation Modeling, integrating CFA and EFA: Application to students ‘evaluations of university teaching . Structural Equation Modeling , 16 : 439 – 476 .
  • Marsh , H.W. and Parker , J. 1984 . Determinants of student self-concept: Is it better to be a relatively large fish in a small pond even if you don’t learn to swim as well? . Journal of Personality and Social Psychology , 47 : 213 – 231 .
  • Marsh , H.W. and O’Mara , A. 2010 . Long-term total negative effects of school-average ability on diverse educational outcomes: Direct and indirect effects of the big-fish-little-pond effect . German Journal of Educational Psychology , 24 : 51 – 72 .
  • Marsh , H.W. and Rowe , K.J. 1996 . The negative effects of school-average ability on academic self-concept: An application of multilevel modelling . Australian Journal of Education , 40 : 65 – 87 .
  • Marsh , H.W. , Seaton , M. , Kuyper , H. , Dumas , F. , Huguet , P. , Regner , I. , Buunk , A.P. , Monteil , J.M. , Blanton , H. and Gibbons , F.X. 2010 . Phantom behavioral assimilation effects: Systematic biases in social comparison choice studies . Journal of Personality , 78 : 671 – 710 .
  • Marsh , H.W. , Seaton , M. , Trautwein , U. , Lüdtke , O. , Hau , K.T. , O’Mara , A.J. and Craven , R.G. 2008 . The big-fish-little-pond effect stands up to critical scrutiny: Implications for theory, methodology, and future research . Educational Psychology Review , 3 : 319 – 350 .
  • Marsh , H.W. , Tracey , D.K. and Craven , R.G. 2006 . Multidimensional self-concept structure for preadolescents with mild intellectual disabilities: A hybrid multigroup-mimic approach to factorial invariance and latent mean differences . Educational and Psychological Measurement , 66 : 795 – 818 .
  • Marsh , H.W. , Trautwein , U. , Lüdtke , O. , Baumert , J. and Köller , O. 2007 . Big fish little pond effect: Persistent negative effects of selective high schools on self-concept after graduation . American Educational Research Journal , 44 : 631 – 669 .
  • Marsh , H.W. , Trautwein , U. , Lüdtke , O. , Köller , O. and Baumert , J. 2006 . Integration of multidimensional self-concept and core personality constructs: Construct validation and relations to well-being and achievement . Journal of Personality , 74 : 403 – 456 .
  • Marsh , H.W. and Yeung , A.S. 1997a . Coursework selection: Relations to academic self-concept and achievement . American Educational Research Journal , 34 : 691 – 720 .
  • Marsh , H.W. and Yeung , A.S. 1997b . Causal effects of academic self-concept on academic achievement: Structural equation models of longitudinal data . Journal of Educational Psychology , 89 : 41 – 54 .
  • McDonald , R.P. 1993 . A general-model for 2-level data with responses missing at random . Psychometrika , 58 : 575 – 585 .
  • McDonald , R.P. 1994 . The bilevel reticular action model for path-analysis with latent-variables . Sociological Methods & Research , 22 : 399 – 413 .
  • Mehta , P.D. and Neale , M.C. 2005 . People are variables too: Multilevel structural equation modeling . Psychological Methods , 10 : 259 – 284 .
  • Meredith , W. 1993 . Measurement invariance, factor analysis and factorial invariance . Psychometrika , 58 : 525 – 543 .
  • Muthén , L.K. and Muthén , B.O. 1998–2007 . Mplus user’s guide , 5th ed. , Los Angeles, CA : Muthén & Muthén .
  • National Foundation for Educational Research. (2009). Overview of education systems in England, Wales and Northern Ireland. Retrieved from http://www.nfer.ac.uk
  • O’Mara , A.J. , Marsh , H.W. , Craven , R.J. and Debus , R. 2006 . Do self-concept interventions make a difference? A synergistic blend of construct validation and meta-analysis . Educational Psychologist , 41 : 181 – 206 .
  • Organisation for Economic Co-operation and Development . 2003 . Student engagement at school: A sense of belonging and participation , Paris : Organisation for Economic Co-operation and Development .
  • Organisation for Economic Co-operation and Development . 2005 . PISA 2003 technical report , Paris : Organisation for Economic Co-operation and Development .
  • Organisation for Economic Co-operation and Development . 2007 . PISA 2006 science competencies for tomorrow’s world , Paris : Organisation for Economic Co-operation and Development .
  • Organisation for Economic Co-operation and Development . 2009a . PISA 2006 technical report , Paris : Organisation for Economic Co-operation and Development .
  • Organisation for Economic Co-operation and Development . 2009b . PISA data analysis manual , 2nd ed. , Paris : Organisation for Economic Co-operation and Development .
  • Rabe-Hesketh , S. , Skrondal , A. and Pickles , A. 2004 . Generalized multilevel structural equation modeling . Psychometrika , 69 : 167 – 190 .
  • Raudenbush , S.W. and Bryk , A.S. 2002 . Hierarchical linear models: Application and data analysis methods , 2nd ed. , Thousand Oaks, CA : Sage .
  • Roberts , G. 2002 . SET for success: The supply of people with science, technology, engineering and mathematics, skills , London : HM Treasury .
  • Schafer , J.L. 1997 . Analysis of incomplete multivariate data , Boca Raton, FL : Chapman & Hall .
  • Schagen , I. and Schagen , S. 2005 . Combining multilevel analysis with national value-added data sets – a case study to explore the effects of school diversity . British Educational Research Journal , 31 : 309 – 328 .
  • Seaton , M. , Marsh , H.W. and Craven , R.G. 2009 . Earning its place as a pan-human theory: Universality of the big-fish-little-pond effect across 41 culturally diverse countries . Journal of Educational Psychology , 101 : 403 – 419 .
  • Seaton , M. , Marsh , H.W. and Craven , R.G. 2010 . Big-Fish-Little-Pond-Effect: Generalizability and moderation – Two sides of the same coin . American Educational Research Journal , 47 : 390 – 433 .
  • Shavelson , R.J. , Hubner , J.J. and Stanton , G.C. 1976 . Self-concept: Validation of construct interpretations . Review of Educational Research , 46 : 407 – 441 .
  • Shin , Y. and Raudenbush , S.W. 2010 . A latent cluster-mean approach to the contextual effects model with missing data . Journal of Educational and Behavioral Statistics , 35 : 26 – 53 .
  • Stapleton , L. 2006 . An assessment of practical solutions for structural equation modelling with complex sample data . Structural Equation Modeling , 13 : 28 – 58 .
  • Tracey , D.K. , Marsh , H.W. and Craven , R.G. 2003 . “ Self-concepts of preadolescent students with mild intellectual disabilities: Issues of measurement and educational placement ” . In International advances in self research , Edited by: Marsh , H.W. , Craven , R.G. and McInerney , D.M. Vol. 1 , 203 – 230 . Greenwich, CT : Information Age .
  • Trautwein , U. , Lüdtke , O. , Marsh , H.W. and Nagy , G. 2009 . Within-school social comparison: Perceived class prestige predicts academic self-concept . Journal of Educational Psychology , 101 : 853 – 866 .
  • Tymms , P. 2001 . A test of the big fish in a little pond hypothesis: An investigation into the feelings of seven-year-old pupils in school . School Effectiveness and School Improvement , 12 : 161 – 181 .
  • Valentine , J.C. and DuBois , D.L. 2005 . “ Effects of self-beliefs on academic achievement and vice versa ” . In The new frontiers of self research , Edited by: Marsh , H.W. , Craven , R.G. and McInerney , D.M. 53 – 77 . Greenwich, CT : Information Age .
  • Widaman , K.F. and Reise , S.P. 1997 . “ Exploring the measurement invariance of psychological instruments: Applications in the substance use domain ” . In The science of prevention: Methodological advances from alcohol and substance abuse research , Edited by: Bryant , K.J. , Windle , M. and West , S.G. 281 – 324 . Washington, DC : American Psychological Association .
  • Zell , E. and Alicke , M.D. 2009 . Contextual neglect, self-evaluation, and the frog pond effect . Journal of Personality and Social Psychology , 97 : 467 – 482 .

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