Perceptions of Time and Their Impact on Negotiations in the Arabic-Speaking Islamic World
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
Abstract This article examines how perceptions of time affect Arabic-speaking Islamic negotiators and how their attitudes about time, and their corresponding behaviors, may differ from those of their Western counterparts. We begin by identifying cultural differences in the conceptualization of time and then comment on the role of time in negotiations, discussing how time influences bargaining, trust, and negotiation tactics. In the section on tactics, we discuss stall-and-delay tactics, the use of the past as an objective standard, and limits on negotiating the future. Our purpose is to encourage negotiators from the West to be knowledgeable about the way they, as well as negotiators from Arabic-speaking Islamic cultures, conceive of and use time in negotiations. We believe that understanding that the very concept of time is often quite different in these two cultures is an important step in facilitating negotiations that cross these cultural boundaries.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 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) | 0.001 | 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