Nonverbal Behavior and Communication in the Workplace
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
Nonverbal behavior is a hot topic in the popular management press. However, management scholars have lagged behind in understanding this important form of communication. Although some theories discuss limited aspects of nonverbal behavior, there has yet to be a comprehensive review of nonverbal behavior geared toward organizational scholars. Furthermore, the extant literature is scattered across several areas of inquiry, making the field appear disjointed and challenging to access. The purpose of this paper is to review the literature on nonverbal behavior with an eye towards applying it to organizational phenomena. We begin by defining nonverbal behavior and its components. We review and discuss several areas in the organizational sciences that are ripe for further explorations of nonverbal behavior. Throughout the paper, we offer ideas for future research as well as information on methods to study nonverbal behavior in lab and field contexts. We hope our review will encourage organizational scholars to develop a deeper understanding of how nonverbal behavior influences the social world of organizations.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.000 | 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