Comparing the validity of structured interviews for managerial‐level employees: Should we look to the past or focus on the future?
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 current research investigated questions that persist regarding the criterion‐related and construct validity of situational (SI) versus past‐behaviour (PBI) structured interview formats in predicting the job performance of managers. Analyses of data collected from 157 applicants to managerial positions showed that the PBI format significantly predicted job performance ratings ( r = .32, p <.01), whereas the SI format did not ( r = .09, ns ). Investigation of potential construct differences between the SI and PBI formats showed that the PBI was more highly related to manager‐relevant cognitive ability measures, assessment centre exercises and personality traits, as compared with the SI. Such differences help to explain the predictive validity differences between the SI and PBI observed in current and previous research.
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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 | 0.000 |
| 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 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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