The use of Study Anxiety Intervention in Reducing Anxiety to Improve Academic Performance among University Students
Bibliographic record
Abstract
Anxiety is one of the wide varieties of emotional and behaviour disorders, it is a major predictor of low academic performance. To this, anxiety should be taken seriously. Students needed some intervention to reduce anxiety in improving academic performance. Study anxiety intervention is designed to help students handling the problem regarding of their study process. In this paper, the study anxiety intervention to manage study anxiety in order to increase academic performance among students is proposed. This research selects twelve participants. They are divided into two equal groups, the experiment and the control groups. The training runs on six sessions with the experiment groups received full training and no training of the control groups. The results show that the experiment groups perform better in reducing anxiety levels as well as increase academic performance than that the control groups. Based on these results, study anxiety intervention can be concluded as an effective program to improve academic performance among university students. Therefore, the participants should be practiced the techniques to get the intensive level in mastering regarding of managing study anxiety and improving academic performance
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How this classification was reachedexpand
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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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) | 0.000 | 0.000 |
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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".