An Enumerative Review and a Meta‐Analysis of Primed Goal Effects on Organizational Behavior
Why this work is in the frame
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Bibliographic record
Abstract
Drawing on results from 32 published and 20 unpublished laboratory and field experiments, we conducted an enumerative review of the primed goal effects on outcomes of organizational relevance including performance and the need for achievement. The enumerative review suggests that goal setting theory is as applicable for subconscious goals as it is for consciously set goals. A meta‐analysis of 23 studies revealed that priming an achievement goal, relative to a no‐prime control condition, significantly improves task/job performance ( d = 0.44, k = 34) and the need for achievement ( d = 0.69, k = 6). Three moderators of the primed goal effects on the observed outcomes were identified: (1) context‐specific vs. a general prime, (2) prime modality (i.e., visual vs. linguistic), and (3) experimental setting (i.e., field vs. laboratory). Significantly stronger primed goal effects were obtained for context‐specific primes, visual stimuli, and field experiments. Theoretical and managerial implications of and future directions for goal priming are discussed.
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.007 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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