Institutional Forces Affecting Corporate Social Responsibility Behavior of the Chinese Food Industry
Bibliographic record
Abstract
Food safety problems in China, such as deadly tainted milk, have attracted growing attention from a corporate social responsibility (CSR) perspective. To examine the forces that potentially drive CSR behavior within the Chinese food industry, our study is organized as follows. First, a review is conducted on the unique history of CSR in China as well as some of the major Chinese food scandals that have taken place. The primary drivers of CSR in China that have been suggested in the literature are then summarized. Next, new institutional theory perspectives are drawn upon to analyze three forces that potentially affect the behavior of Chinese firms: (a) coercive isomorphism, (b) mimetic processes, and (c) normative pressures. Based on a questionnaire survey of 164 Chinese managers and employees, the CSR behavior of firms operating in the Chinese food industry is found to only be significantly affected by the institutional factor of normative pressures. The study concludes with its limitations as well as the implications of the findings.
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How this classification was reachedexpand
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.003 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".