The Market for Audit Services: The Role of Market Power
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 The market for audit services has been the subject of extensive academic research since the 1970s. The prevailing view is that audit markets are characterized by tiers of suppliers (Big 4 versus non-Big 4, and industry specialists versus non-specialists) where the upper tier suppliers produce and sell a systematically higher level of assurance, while competition among suppliers within tiers is essentially perfect and a uniform price prevails within the submarkets. We discuss three papers that challenge this orthodoxy. These papers argue and find that the price of an audit is essentially unique to each (auditor, client) pair and that this price depends on both audit firm size and client size. Furthermore, audit firm size is linked with the firm's capital investments, which enhance auditor efficiency and market power. We conclude that audit markets are atomistic and that local market power is an important determinant of audit prices and audit fees.
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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 | 0.006 | 0.017 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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