MétaCan
Menu
Back to cohort

CURRENT STATUS OF REGULATORY PROVISION OF RESOURCE MANAGEMENT IN UKRAINE AND THE WORLD

2019· article· en· W3000514675 on OpenAlex

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

VenueCHERKASY UNIVERSITY BULLETIN ECONOMICS SCIENCES · 2019
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic and Business Development Strategies
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessResource (disambiguation)Consumption (sociology)Natural resource economicsEconomics

Abstract

fetched live from OpenAlex

Introduction. The experience of state regulation in resource management issues proves that the executive authorities do not provide a sufficient level of influence on the efficiency of use of resources by economic entities. The main objectives of these bodies are to implement public policies to ensure economic growth in the sector or region concerned. However, the issue of resource management by these bodies is not sufficiently addressed. That is why the issue of researching the regulatory framework in the field of resource management is quite relevant today. Purpose. The purpose of the article is to identify and analyze the main indicators of resource efficiency of Ukraine, to compare these data with indicators of other countries of the world, to systematize the legal framework governing the issue of resource management at the micro and macro levels both in Ukraine and in the leading countries of the world. Results. The analysis of energy intensity indicators of GDP of Ukraine and other countries of the world, which have minimum and maximum values of this indicator, calculated the growth rate in recent years, graphically shows the dynamics of this indicator relative to the global average. In addition, the dynamics of energy production and consumption indicators in Ukraine for the years 2010-2018 was determined. As a result of this study, Ukraine was found to be ranked 1st in the world in terms of GDP energy intensity. The leaders in GDP energy intensity are also Russia, Kazakhstan, Canada, etc. The lowest rate is observed in EU countries as well as Turkey and Japan. One of the important means of reducing the state’s resource dependency and improving the efficiency of resource use is state regulation. In today’s economic context, the need to improve the current regulatory framework becomes even more important. That is why the article focuses on the study of the regulatory framework in the field of regulation of resource conservation management in Ukraine and EU countries, as these countries have the best indicators of GDP energy intensity. Originality. The influence of regulatory support of issues of resource saving management on the state resource efficiency indicators has been determined. The legal and regulatory framework of Ukraine and other countries of the world was generalized and compared. Deficiencies in the legal support that exist in Ukraine have been identified. Conclusion. Ukraine is the leader in terms of GDP energy intensity. In addition, there is a significant shortage of energy resources, which weakens the country’s energy security. Ukraine does not provide a systematic approach to addressing resource management issues. The problems of resource efficiency, which are key in the implementation of the policies of many developed countries of the world, have not been the subject of constant attention at the state level in our country. The EU, Japan, and the US, with impressive energy-saving success, have focused on more complex tasks - implementing resource efficiency programs that have led to a gradual decline in resource consumption and GDP. In addition to government regulation, the overall state of resource conservation and resource efficiency is also significantly influenced by corporate policy in this area of individual entities. For all enterprises trying to implement an effective resource management and resource-saving development policy, it is important to create an organizational and economic mechanism for managing the resource-saving development of the enterprise, which includes the regulatory framework governing these issues. Therefore, prospects for further scientific research are to create an effective organizational and economic management mechanism in the direction of resource saving and resource-saving development of the enterprise.

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)0.001
metaresearch head score (Gemma)0.000
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.840
Threshold uncertainty score0.380

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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)0.0000.000

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 head0.018
GPT teacher head0.186
Teacher spread0.168 · 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