Achievement Emotions and Academic Performance: Longitudinal Models of Reciprocal Effects.

A reciprocal effects model linking emotion and achievement over time is proposed. The model was tested using five annual waves of the Project for the Analysis of Learning and Achievement in Mathematics (PALMA) longitudinal study, which investigated adolescents' development in mathematics (Grades 5-9; N = 3,425 German students; mean starting age = 11.7 years; representative sample). Structural equation modeling showed that positive emotions (enjoyment, pride) positively predicted subsequent achievement (math end-of-the-year grades and test scores), and that achievement positively predicted these emotions, controlling for students' gender, intelligence, and family socioeconomic status. Negative emotions (anger, anxiety, shame, boredom, hopelessness) negatively predicted achievement, and achievement negatively predicted these emotions. The findings were robust across waves, achievement indicators, and school tracks, highlighting the importance of emotions for students' achievement and of achievement for the development of emotions.

[1]  N. Hall,et al.  Emotion and achievement in the classroom , 2019, Visible Learning Guide to Student Achievement.

[2]  R. Pekrun Expectancy–Value Theory of Anxiety: Overview and Implications , 2019, Anxiety: Recent Developments in Cognitive, Psychophysiological, and Health Research.

[3]  R. Pekrun,et al.  Long-Term Positive Effects of Repeating a Year in School: Six-Year Longitudinal Study of Self-Beliefs, Anxiety, Social Relations, School Grades, and Test Scores , 2017 .

[4]  R. Pekrun,et al.  Don't aim too high for your kids: Parental overaspiration undermines students' learning in mathematics. , 2016, Journal of personality and social psychology.

[5]  Sian L. Beilock,et al.  The math anxiety-math performance link and its relation to individual and environmental factors: a review of current behavioral and psychophysiological research , 2016, Current Opinion in Behavioral Sciences.

[6]  Reinhard Pekrun,et al.  Intraindividual relations between achievement goals and discrete achievement emotions: An experience sampling approach , 2016 .

[7]  Sabrina Eberhart,et al.  Applied Missing Data Analysis , 2016 .

[8]  R. Pekrun,et al.  Breaking the double-edged sword of effort/trying hard: Developmental equilibrium and longitudinal relations among effort, achievement, and academic self-concept. , 2016, Developmental psychology.

[9]  Reinhard Pekrun,et al.  Boredom and academic achievement: Testing a model of reciprocal causation , 2014 .

[10]  Reinhard Pekrun,et al.  Control-Value Theory of Achievement Emotions , 2014 .

[11]  Michael Lewis,et al.  Shame and Pride and their Effects on Student Achievement , 2014 .

[12]  K. Fiedler,et al.  International handbook of emotions in education. , 2014 .

[13]  Reinhard Pekrun,et al.  The power of anticipated feedback: Effects on students' achievement goals and achievement emotions , 2014 .

[14]  T. Goetz,et al.  Do Girls Really Experience More Anxiety in Mathematics? , 2013, Psychological science.

[15]  R. Pekrun,et al.  Predicting long-term growth in students' mathematics achievement: the unique contributions of motivation and cognitive strategies. , 2013, Child development.

[16]  Eric M. Anderman,et al.  International Guide to Student Achievement , 2013 .

[17]  Lia M. Daniels,et al.  Not that different in theory: Discussing the control-value theory of emotions in online learning environments , 2012, Internet High. Educ..

[18]  Lisa Linnenbrink-Garcia,et al.  Academic Emotions and Student Engagement , 2012 .

[19]  T. Goetz,et al.  Beyond quantitative decline: conceptual shifts in adolescents' development of interest in mathematics. , 2012, Developmental psychology.

[20]  Moritz Heene,et al.  Masking misfit in confirmatory factor analysis by increasing unique variances: a cautionary note on the usefulness of cutoff values of fit indices. , 2011, Psychological methods.

[21]  Anne C. Frenzel,et al.  Measuring emotions in students learning and performance: The Achievement Emotions Questionnaire (AE , 2011 .

[22]  Reinhard Pekrun,et al.  Boredom in achievement settings: Exploring control–value antecedents and performance outcomes of a neglected emotion. , 2010 .

[23]  Richard M Lerner,et al.  Use of missing data methods in longitudinal studies: the persistence of bad practices in developmental psychology. , 2009, Developmental psychology.

[24]  Markus A. Maier,et al.  Achievement Goals and Achievement Emotions: Testing a Model of Their Joint Relations with Academic Performance. , 2009 .

[25]  G. Clore,et al.  How the Object of Affect Guides its Impact , 2009, Emotion review : journal of the International Society for Research on Emotion.

[26]  J. Mcardle Latent variable modeling of differences and changes with longitudinal data. , 2009, Annual review of psychology.

[27]  Rosemary E. Sutton,et al.  Emotional transmission in the classroom : exploring the relationship between teacher and student enjoyment , 2009 .

[28]  Ian Plewis,et al.  Longitudinal Data Analysis with Structural Equations , 2008 .

[29]  F. Chen Sensitivity of Goodness of Fit Indexes to Lack of Measurement Invariance , 2007 .

[30]  Kristopher J Preacher,et al.  New developments in latent variable panel analyses of longitudinal data , 2007 .

[31]  Reinhard Pekrun,et al.  Development of mathematical competencies in adolescence : the PALMA longitudinal study , 2007 .

[32]  Elizabeth A. Linnenbrink The Role of Affect in Student Learning. A Multi-Dimensional Approach to Considering the Interaction of Affect, Motivation, and Engagement. , 2007 .

[33]  R. Pekrun The Control-Value Theory of Achievement Emotions: Assumptions, Corollaries, and Implications for Educational Research and Practice , 2006 .

[34]  H. Marsh,et al.  Reciprocal Effects of Self-Concept and Performance From a Multidimensional Perspective: Beyond Seductive Pleasure and Unidimensional Perspectives , 2006, Perspectives on psychological science : a journal of the Association for Psychological Science.

[35]  Ulrich Trautwein,et al.  Academic self-concept, interest, grades, and standardized test scores: reciprocal effects models of causal ordering. , 2005, Child development.

[36]  H. Marsh,et al.  In Search of Golden Rules: Comment on Hypothesis-Testing Approaches to Setting Cutoff Values for Fit Indexes and Dangers in Overgeneralizing Hu and Bentler's (1999) Findings , 2004 .

[37]  Jiangmin Xu,et al.  The causal ordering of mathematics anxiety and mathematics achievement: a longitudinal panel analysis. , 2004, Journal of adolescence.

[38]  Elizabeth A. Linnenbrink,et al.  Achievement Goal Theory and Affect: An Asymmetrical Bidirectional Model , 2002 .

[39]  K. Vohs,et al.  Case Western Reserve University , 1990 .

[40]  Jeannine E. Turner,et al.  Expectancy-Value Relationships of Shame Reactions and Shame Resiliency. , 2001 .

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

[42]  J. Steenkamp,et al.  Assessing Measurement Invariance in Cross-National Consumer Research , 1998 .

[43]  M. Zeidner,et al.  Test Anxiety: The State of the Art , 1998 .

[44]  P. Bentler,et al.  Fit indices in covariance structure modeling : Sensitivity to underparameterized model misspecification , 1998 .

[45]  W. Meredith Measurement invariance, factor analysis and factorial invariance , 1993 .

[46]  M. Browne,et al.  Alternative Ways of Assessing Model Fit , 1992 .

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

[48]  J. Hunter Anxiety in education , 1989 .

[49]  R. P. McDonald,et al.  Goodness-of-fit indexes in confirmatory factor analysis : The effect of sample size , 1988 .

[50]  R. Hembree Correlates, Causes, Effects, and Treatment of Test Anxiety , 1988 .

[51]  B. Weiner An attributional theory of achievement motivation and emotion. , 1985, Psychological review.

[52]  S. Folkman,et al.  Journal of Personality and Social Psychology If It Changes It Must Be a Process: Study of Emotion and Coping during Three Stages of a College Examination , 2022 .

[53]  J. Goldthorpe,et al.  Intergenerational Class Mobility in Three Western European Societies: England, France and Sweden , 1979 .

[54]  Yu. V. Bromley Towards Typology of Ethnic Processes , 1979 .