Gender Influences on Managerial Style and Conflict Resolution Effectiveness in Work Organisations in South-Western, Nigeria
Bibliographic record
Abstract
This study investigated the influences of gender on managerial style and conflict resolution effectiveness in work organisations in South-Western Nigeria. The findings of the study revealed that a significant relationship exists between managerial style and conflict resolution effectiveness (r = 0.356; P < 0.05). I t was also found that there was no significant difference between male and female managers’ conflict management style (t (209) = 17.56; P > 0.05).It was found that a significant difference exists between female and male managers’ conflict resolution effectiveness (t (209) = 5.66; P < 0.05). Based on the findings of the study, the authors recommended that democratic management style should be encouraged as conflict resolution strategy in order to guarantee effective management of industrial conflict and sustainable peace and harmony. Thus, the participatory management style should be employed during collective bargaining process in order to foster effective management of conflict in work organisations.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.003 | 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 source (direct Gemma or distilled Codex), 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".