MétaCan
Menu
Back to cohort
Record W2911303167 · doi:10.33119/gn/100546

Evolution of the Theory and Practice of Economic Regulation: The Next Stage

2018· article· en· W2911303167 on OpenAlex
Andrzej Szablewski

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueGospodarka Narodowa · 2018
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Theory and Institutions
Canadian institutionsnot available
Fundersnot available
KeywordsPhysicsTheologyPhilosophy

Abstract

fetched live from OpenAlex

This paper discusses the evolution of the theory and practice of economic regulation, in particular its latest stage. In the first part, the analysis concentrates on the theoretical aspect of the process. In this context, the paper points to the impact of asymmetry of information on a gradual shift of economic regulation from an approach in which regulation is viewed as a substitute of a competitive market to one that triggers market behaviours by involving companies and their customers in the regulatory process. In the second part, the author focuses on the implementation aspect, i.e. how the latter concept could be adapted to regulatory practice. Even though this concept has long been implemented in the United States as well as Canada through so-called negotiated settlements, such regulatory arrangements were until recently neglected in research reports, including those in America. The latest wave of interest in this form of regulation, particularly in the UK and Australia, is mainly due to its many advantages as demonstrated by the North American experience. The author explores the benefits of negotiated settlements against the background of doubts raised in an ongoing debate on whether such settlements are free from risks and whether they can be effectively applied elsewhere. While noting some encouraging early results in several regulated sectors in the UK, the author stresses two crucial conditions for the successful implementation of this approach: a careful design of the new regulatory arrangements and a pro-active role of the regulator. The paper’s final comments refer to the perspective of further evolution of economic regulation and the rationale for the adoption of negotiated mechanisms in regulating Poland’s district heating sector.

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 imitation

Not 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.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.355
Threshold uncertainty score0.672

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.029
GPT teacher head0.238
Teacher spread0.209 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it