RECRUITMENT METHODS AND PERFORMANCE: AN EVIDENCE FROM BUSINESSES IN BURKINA FASO
Why this work is in the frame
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Bibliographic record
Abstract
Starting from the premise that human resources are a critical success factor for companies, this article analyses the logic of recruitment preferences in Burkina Faso. The explanatory variables are the industrial sector and the level of billing. The main findings are that the more traditional forms of recruitment of personnel are dominant in Burkina Faso, in particular in agribusiness and commerce, and in the small business segments. In addition, the results put in light that the most modern forms are preferred in the Construction sector or in large companies. It is found that, a greater technical complexity of the job leads to a greater need to imitate the criteria of the developed world, and that a lower technical complexity implies a greater importance of the worker's morality.Keywords: Recruitment, African Traditional Methods, Modern Methods, Companies, Competitivity, Burkina Faso.
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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 | 0.004 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 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