USER COSTS, THE FINANCIAL FIRM, AND MONETARY AND REGULATORY POLICY
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
We investigate how key monetary policy instruments and financial regulation affect the banking firm. We take the user-cost approach to the construction of prices for financial services and use quarterly data on the U.S. commercial banking sector, over the period from 1992 to 2016, obtained from the Federal Deposit Insurance Corporation. We use the symmetric generalized Barnett variable profit function to derive demands for and supplies of monetary and nonmonetary goods and provide evidence consistent with neoclassical microeconomic theory. We find that the compensated price elasticities of banking technology are small in magnitude. Yet a hypothetical policy experiment shows that even small changes in the holding costs of financial goods can result in significant changes in user costs and the quantities demanded and supplied.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 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 it