Control-Value Appraisals, Enjoyment, and Boredom in Mathematics: A Longitudinal Latent Interaction Analysis

Based on the control-value theory of achievement emotions, this longitudinal study examined students’ control-value appraisals as antecedents of their enjoyment and boredom in mathematics. Self-report data for appraisals and emotions were collected from 579 students in their final year of primary schooling over three waves. Data were analyzed using latent interaction structural equation modeling. Control-value appraisals predicted emotions interactively depending on which specific subjective value was paired with perceived control. Achievement value amplified the positive relation between perceived control and enjoyment, and intrinsic value reduced the negative relation between perceived control and boredom. These longitudinal findings demonstrate that control and value appraisals, and their interaction, are critically important for the development of students’ enjoyment and boredom over time.

[1]  S. Hidi,et al.  Interest and Enjoyment , 2014, Encyclopedia of Creativity, Invention, Innovation and Entrepreneurship.

[2]  G. Kuh,et al.  Engaging Students , 2019, Learning and Teaching in Higher Education.

[3]  T. Keith Multiple Regression and Beyond , 2005, Principles & Methods of Statistical Analysis.

[4]  Reinhard Pekrun,et al.  Achievement Emotions and Academic Performance: Longitudinal Models of Reciprocal Effects. , 2017, Child development.

[5]  J. Eccles,et al.  Why do children worry about their academic achievement? An expectancy-value perspective on elementary students’ worries about their mathematics and reading performance , 2017 .

[6]  John Ranellucci,et al.  Achievement goals and emotions: The mediational roles of perceived progress, control, and value. , 2016, The British journal of educational psychology.

[7]  T. Goetz,et al.  Developmental Dynamics of General and School-Subject-Specific Components of Academic Self-Concept, Academic Interest, and Academic Anxiety , 2016, Front. Psychol..

[8]  Edward L. Deci,et al.  Facilitating and hindering motivation, learning, and well-being in schools: Research and observations from Self-Determination Theory , 2016 .

[9]  Nele McElvany,et al.  Subjective Well-Being, Test Anxiety, Academic Achievement: Testing for Reciprocal Effects , 2016, Front. Psychol..

[10]  Benjamin C. Heddy,et al.  The curious case of climate change: Testing a theoretical model of epistemic beliefs, epistemic emotions, and complex learning , 2015 .

[11]  Ronnel B. King,et al.  Positive affect catalyzes academic engagement: Cross-sectional, longitudinal, and experimental evidence , 2015 .

[12]  Alexander Seeshing Yeung,et al.  Expectancy-value in mathematics, gender and socioeconomic background as predictors of achievement and aspirations : A multi-cohort study , 2015 .

[13]  B. Nagengast,et al.  More value through greater differentiation: Gender differences in value beliefs about math. , 2014 .

[14]  R. Pekrun,et al.  Attribution-Based Treatment Interventions in Some Achievement Settings , 2014 .

[15]  Anastasiya A. Lipnevich,et al.  Between-domain relations of students' academic emotions and their judgments of school domain similarity , 2014, Front. Psychol..

[16]  Jamie B. Barker,et al.  Manipulating cardiovascular indices of challenge and threat using resource appraisals. , 2014, International journal of psychophysiology : official journal of the International Organization of Psychophysiology.

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

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

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

[20]  W. Van den Noortgate,et al.  Enjoying mathematics or feeling competent in mathematics? Reciprocal effects on mathematics achievement and perceived math effort expenditure. , 2014, The British journal of educational psychology.

[21]  B. Roberts,et al.  Theory-driven intervention for changing personality: expectancy value theory, behavioral activation, and conscientiousness. , 2014, Developmental psychology.

[22]  T. Goetz,et al.  Can I master it and does it matter? : An intraindividual analysis on control-value antecedents of trait and state academic emotions , 2013 .

[23]  P. Sander,et al.  A reciprocal model of achievement goals and learning related emotions in the first year of undergraduate study , 2013 .

[24]  A. Bernardo,et al.  Positive academic emotions moderate the relationship between self-regulation and academic achievement. , 2013, The British journal of educational psychology.

[25]  Kiira Kärkkäinen,et al.  Sparking Innovation in STEM Education with Technology and Collaboration , 2013 .

[26]  Rogelio Puente‐Díaz Achievement Goals and Emotions , 2013, The Journal of psychology.

[27]  Communities,et al.  English Indices of Deprivation , 2013 .

[28]  Wondimu Ahmed,et al.  Emotions, Self-Regulated Learning, and Achievement in Mathematics: A Growth Curve Analysis , 2013 .

[29]  H. Marsh,et al.  Structural equation models of latent interaction and quadratic effects. , 2013 .

[30]  R. Vallerand,et al.  Toward a tripartite model of intrinsic motivation. , 2012, Journal of personality.

[31]  A. Morin,et al.  Are Academic Discounting and Devaluing Double-Edged Swords? Their Relations to Global Self-Esteem, Achievement Goals, and Performance among Stigmatized Students. , 2012 .

[32]  R. Siegler,et al.  Early Predictors of High School Mathematics Achievement , 2012, Psychological science.

[33]  Kenneth D. Jones,et al.  Exploring the complex relations between achievement emotions and self-regulated learning behaviors in online learning , 2012, Internet High. Educ..

[34]  Wim H. Gijselaers,et al.  The role of emotions and task significance in Virtual Education , 2012, Internet High. Educ..

[35]  Andrew F. Hayes,et al.  Cautions Regarding the Interpretation of Regression Coefficients and Hypothesis Tests in Linear Models with Interactions , 2012 .

[36]  Andrew Clarke,et al.  Schools, pupils, and their characteristics, January 2012 , 2012 .

[37]  John W. Graham,et al.  Dealing with the Problem of Having Too Many Variables in the Imputation Model , 2012 .

[38]  Thomas Goetz,et al.  Testing the predictors of boredom at school: development and validation of the precursors to boredom scales. , 2011, The British journal of educational psychology.

[39]  Julie Sarama,et al.  Early Childhood Mathematics Intervention , 2011, Science.

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

[41]  H. Schmidt,et al.  The role of teachers in facilitating situational interest in an active-learning classroom , 2011 .

[42]  John Ainley,et al.  Student engagement with science in early adolescence : the contribution of enjoyment to students' continuing interest in learning about science , 2011 .

[43]  Ulrich Trautwein,et al.  Students emotions during homework in mathematics: Testing a theoretical model of antecedents and ac , 2011 .

[44]  T. Goetz,et al.  Coping with boredom in school: An experience sampling perspective , 2011 .

[45]  Martin Brunner,et al.  The structure of academic self-concepts revisited: The nested Marsh/Shavelson model , 2010 .

[46]  J. H. Steiger,et al.  Accomplishment in Science, Technology, Engineering, and Mathematics (STEM) and Its Relation to STEM Educational Dose: A 25-Year Longitudinal Study , 2010 .

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

[48]  E. Deci,et al.  Engaging students in learning activities: It is not autonomy support or structure but autonomy support and structure. , 2010 .

[49]  Heidrun Stoeger,et al.  Antecedents of everyday positive emotions: An experience sampling analysis , 2010 .

[50]  Chris S. Hulleman,et al.  Promoting Interest and Performance in High School Science Classes , 2009, Science.

[51]  Allan Wigfield,et al.  Expectancy-Value Theory , 2009 .

[52]  Allan Wigfield,et al.  Handbook of motivation at school , 2009 .

[53]  Christopher P. Niemiec,et al.  Autonomy, competence, and relatedness in the classroom , 2009 .

[54]  T. Kindermann,et al.  Engagement and Disaffection in the Classroom: Part of a Larger Motivational Dynamic? , 2008 .

[55]  Geoff Troman Primary teacher identity, commitment and career in performative school cultures , 2008 .

[56]  Reinhard Pekrun,et al.  Perceived control and emotions: interactive effects on performance in achievement settings , 2008 .

[57]  Gerald Kulm,et al.  Sixth grade mathematics teachers’ intentions and use of probing, guiding, and factual questions , 2008 .

[58]  Mary Ainley,et al.  Being and Feeling Interested. Transient State, Mood, and Disposition. , 2007 .

[59]  Cindy D. Kam,et al.  Modeling and Interpreting Interactive Hypotheses in Regression Analysis , 2007 .

[60]  Kristopher J Preacher,et al.  Addressing Moderated Mediation Hypotheses: Theory, Methods, and Prescriptions , 2007, Multivariate behavioral research.

[61]  Jacquelynne S Eccles,et al.  I like to do it, I'm able, and I know I am: longitudinal couplings between domain-specific achievement, self-concept, and interest. , 2007, Child development.

[62]  W. Swann,et al.  Do people's self-views matter? Self-concept and self-esteem in everyday life. , 2007, The American psychologist.

[63]  J. Rudduck Student Voice, Student Engagement, And School Reform , 2007 .

[64]  A. Cook-Sather,et al.  International handbook of student experience in elementary and secondary school , 2007 .

[65]  Anne C. Frenzel,et al.  Achievement Emotions in Germany and China : A Cross-Cultural Validation of the Academic Emotions Questionnaire-Mathematics (AEQ-M) , 2007 .

[66]  Anne C. Frenzel,et al.  Between- and within-domain relations of students' academic emotions. , 2007 .

[67]  Anne C. Frenzel,et al.  Girls and mathematics —A “hopeless” issue? A control-value approach to gender differences in emotions towards mathematics , 2007 .

[68]  I. Régner,et al.  Relationship of sociocultural factors and academic self-esteem to school grades and school disengagement in North African French adolescents. , 2006, The British journal of social psychology.

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

[70]  Elizabeth A. Linnenbrink Emotion Research in Education: Theoretical and Methodological Perspectives on the Integration of Affect, Motivation, and Cognition , 2006 .

[71]  B. Boyle,et al.  A curriculum without foundation , 2006 .

[72]  T. Goetz,et al.  Academic emotions from a social-cognitive perspective: antecedents and domain specificity of students' affect in the context of Latin instruction. , 2006, The British journal of educational psychology.

[73]  J. Reeve,et al.  What teachers say and do to support students' autonomy during a learning activity. , 2006 .

[74]  Anne C. Frenzel,et al.  Antecedents of academic emotions: Testing the internal/external frame of reference model for academic enjoyment , 2006 .

[75]  Reinhard Pekrun,et al.  A Hierarchical Conceptualization of Enjoyment in Students. , 2006 .

[76]  J. Eccles Subjective Task Value and the Eccles et al. Model of Achievement-Related Choices. , 2005 .

[77]  Claude M. Steele,et al.  Stereotypes and the fragility of academic competence, motivation, and self-concept , 2005 .

[78]  K. Moore,et al.  What do children need to flourish? : conceptualizing and measuring indicators of positive development , 2005 .

[79]  J. Eccles,et al.  Ability Self-Perceptions and Subjective Task Values in Adolescents and Children , 2005 .

[80]  H. Marsh,et al.  Structural equation models of latent interactions: evaluation of alternative estimation strategies and indicator construction. , 2004, Psychological methods.

[81]  J. Sarama,et al.  Learning Trajectories in Mathematics Education , 2004 .

[82]  Jenefer Husman,et al.  Instrumentality, task value, and intrinsic motivation: Making sense of their independent interdependence , 2004 .

[83]  Stephanie T. Lanza,et al.  Changes in children's self-competence and values: gender and domain differences across grades one through twelve. , 2002, Child development.

[84]  Reinhard Pekrun,et al.  Academic Control and Action Control in the Achievement of College Students: A Longitudinal Field Study. , 2001 .

[85]  N. Ntoumanis,et al.  A self-determination approach to the understanding of motivation in physical education. , 2001, The British journal of educational psychology.

[86]  J. Forgas Feeling and thinking : the role of affect in social cognition , 2000 .

[87]  M. Mboya,et al.  Multiple Dimensions of Adolescent Self-Concept , 1999 .

[88]  Johan Hoogstraten,et al.  ACADEMIC SELF-EFFICACY AND MALLEABILITY OF RELEVANT CAPABILITIES AS PREDICTORS OF EXAM PERFORMANCE , 1997 .

[89]  E. Skinner A guide to constructs of control. , 1996, Journal of personality and social psychology.

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