Management Control and the Decentralization of R&D
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 authors investigate organizational conditions influencing the allocation of decision rights made by headquarters of multinational corporations (MNCs) to their foreign R&D subsidiaries. The authors draw on the logic of management control theory to build their conceptual model and then develop this model using arguments from the R&D and time use literatures in order to test the direct and indirect effects of advanced R&D processes within the subsidiary. They find that control theory makes correct predictions in terms of three organizational conditions, namely, research nature, information asymmetry, and interdependencies, but not in terms of social controls. In addition, the authors uncover a significant interaction between research nature and advanced R&D processes that indicates a breakdown in control logic in situations of high time pressure and intense R&D effort. Their study extends the body of literature on organizational conditions that influence how R&D decision rights are allocated in the MNC by drawing attention to the task environment in the locations where R&D is performed.
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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 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