Effect of Cognitive-Behavioural Group Guidance on Entrepreneurial Intention Among University Sandwich Education Students
Why this work is in the frame
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Bibliographic record
Abstract
OBJECTIVE: The study objective was to determine the effects of cognitive-behavioural group guidance on entrepreneurial intention among university sandwich education students. MATERIALS & METHOD: The design of the study was a group randomized trial involving pretest and posttest, while the area of the study was a federal university in South-East Nigeria. Entrepreneurial Intention Questionnaire (EIQ) was used for data collection while the data collected were analysed through analysis of covariance with repeated measures.  RESULTS: The results indicated that there was no significant difference between the participants’ entrepreneurial intention in the treatment and no-treatment control groups at the initial measure; and that after cognitive-behavioural group guidance intervention, there was a significant increase in entrepreneurial intention among the participants in the treatment group comparing to their counterparts in the no-treatment control group. CONCLUSION: Cognitive-behavioural group guidance was effective in increasing entrepreneurial intention among university sandwich education students. It was therefore concluded that counsellors should adopt the techniques used in the study to help individuals increase their entrepreneurial intention, and that cognitive-behaviour group guidance should be adopted as counselling approach for helping university students develop intentions to venture into entrepreneurial business.
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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 | 0.003 | 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 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it