Merging the Profession: A Social Network Analysis of the Consolidation of the Accounting Profession in Canada
Why this work is in the frame
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Bibliographic record
Abstract
Abstract The merger of Chartered Accountants ( CA s), Certified General Accountants ( CGA s) and Certified Management Accountants ( CMA s) in Canada to create the Chartered Professional Accountant ( CPA ) designation is analyzed, using social network theory. The analysis examines the conversion of market power into political power through the legislative apportionment of council seats among the three legacy bodies. It then documents how political power affects the hiring of former senior association staff from each of the three predecessor bodies to run the merged association. Social network theory suggests that these appointments could be used to fill “structural holes” to ensure effective integration of the profession postmerger or could be used by those gaining political power within the network to reinforce their control over the merged association. The analysis shows that (i) the legislation consolidating the profession converted the market dominance of the former CA s into political dominance, (ii) former CA institute executives were disproportionately appointed to run CPA associations, and (iii) in some provinces, no connection to the knowledge base of other legacy bodies through staff appointments at an executive level was maintained. The results raise concern about the loss of social capital through the hiring process and the effects of the continued use of political power to structure the merged association on the profession's stability and resilience given the diversity of its members.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.003 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.001 |
| 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