Control-Value Theory of Achievement Emotions and Its Relevance to School Psychology
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The control-value theory (CVT) of achievement emotions is a well-established theoretical framework which delineates the predictive relationships among distal and proximal antecedents, academic emotions, and student engagement and achievement. Although most research anchored in CVT is conducted by educational psychologists, the theory is arguably applicable to the field of school psychology. In this article, we first provide a brief overview of the theory, with a specific focus on the proximal antecedents (i.e., cognitive appraisals), as well as academic emotions and performance. Given that school psychologists are often consulted with strategies regarding students’ emotional challenges exhibited in the classroom, we then discuss empirical evidence of control- and value-based interventions (e.g., attributional retraining, utility-value), both of which can be posited to address the cognitive appraisals of achievement emotions. Lastly, we discuss the implications of CVT and control- and value-based interventions to school psychologists’ work.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 0.001 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it