Communication Skill of the Business Executives: An Empirical Study on Some Local Private Business Concerns in Bangladesh
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 study which is mainly based on primary data attempts to focus on the facts relating to the communication skill of the different levels of business executives of local private business concerns in Bangladesh and their level of awareness regarding the importance of communication skill in their professional career. The study reveals that majority of the executives have positive opinions regarding the importance of communication course designed for executives. Most of the respondents have completed communication course, but majority of them are dissatisfied with it. The study also discloses that many of the executives have received training on communication skill; however majority of them are dissatisfied with course content and quality. Although majority of the executives think that there should be compulsory training program on communication skills in business organizations, still compulsory training programs on communication skill do not exist in any of the respondents’ business organizations. Academicians should design and conduct communication courses keeping their application perspectives in view. Moreover employers should arrange compulsory training program on communication skill for their own executives.
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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 | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.002 | 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