Cultural Sensemaking in Offshore Information Technology Service Suppliers: A Cultural Frame Perspective1
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
In today’s global IT outsourcing relationships, individual employees need to operate effectively in culturally diverse environments. Such intercultural interactions can be especially challenging for members of IT service suppliers based in offshore locations. Through an in-depth qualitative case study of one of the largest China-based IT service firms with diverse clients from Japan, the United States, and China, this research elaborates the cultural sensemaking activities of the supplier’s individual employees. Specifically, drawing on the dynamic constructivist view of culture, this study develops the construct of “cultural frames” in the context of global IT outsourcing to characterize the knowledge structures guiding an individual’s collaboration with diverse clients. A portfolio of cultural frames emerges and evolves through the individual’s cultural sensemaking activities, which consist of the iterative enactment, alignment, and retention of cultural frames. In the cultural sensemaking process, the activity of frame bridging, in particular, creates significant value for the outsourcing relationship, and is especially salient among bicultural employees.
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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 | 0.000 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.001 |
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