MétaCan
Menu
Back to cohort

BUDGETARY REVENUE BREAKDOWN AT THE LOCAL LEVEL OF PUBLIC ADMINISTRATION IN FEDERAL COUNTRIES

2019· article· en· W2965566054 on OpenAlexaboutno aff
Serhiy Shkarlet, Iryna Dolozina, Maksym Dubyna

Bibliographic record

VenueBaltic Journal of Economic Studies · 2019
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Issues in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsRevenuePublic financeRedistribution (election)Local governmentBusinessPublic economicsGovernment revenueEconomicsFinanceMacroeconomicsPolitical sciencePublic administrationPolitics

Abstract

fetched live from OpenAlex

Ensuring the financial autonomy of local government bodies is an important component for creating conditions on accelerating the development of individual territories of the country and increasing the efficiency of their use. Creation of mechanisms for providing sufficient amounts of financial resources, activities of the above-mentioned authorities require thorough research in this area, especially within the study of foreign experience by building budget systems and organizing redistribution of financial resources between their individual components at different levels. Experience of federative countries is particularly significant in this area. The outlined confirms the relevance of the chosen topic of the article. Accordingly, the following goal of the research was set – to identify structural features and trends in the transformation of budget revenues at the local level of public administration in federative countries from 2000 to 2015. To achieve this goal, the following tasks were set: to determine the revenues structure of local government in federative countries; to analyse main tendencies of the change of the specified structure during 2000–2015; to apply cluster analysis in order to identify groups of countries that are similar to the processes of revenue generation of local government budgets in federative countries. Methodology. Statistics for assessment of budgetary revenue’s breakdown in several federative countries by the IMF data was processed, assessment of breakdown transformation with the use of the Ryabtsev index was done, and similarity and distinctions of revenue’s breakdown in different countries with the use of the hierarchical cluster analysis was investigated. Outcomes. It was found that among the analysed federative countries, the own tax revenue has a significant share (higher than 30% in a breakdown of all revenue) only in Belgium, Germany, Australia, Canada, and also in Bosnia and Herzegovina; the inter-budgetary transfers take the main position in financing of local budgets in Austria, Belgium, Canada, Russia, and Brazil; own non-tax revenues in local budgets are significant only in Australia and Bosnia and Herzegovina. It was proved that in fifteen years only in Russia, the opposite type of revenues breakdown sources was created and it demonstrates shifting to the centralization of public finance. It was also revealed that in 2000, the countries’ cluster structure by breakdown sign had obviously expressed group character, but further it evolved from a group structure to the step structure displaying specifics in the formation of local budgets’ revenues in each country. Practical implications. Practical outcomes of the study are analytical information on the structure of revenues of local government in federative countries, which may be useful by introducing new mechanisms for increasing the financial autonomy of local self-government. In addition, the obtained data may be useful for other not federative countries in terms of studying peculiarities of the formation of budget revenues of local government and analysis of the impact of such revenues on the socio-economic development of separate territories. Value/originality. The conducted study is relevant given the importance of developing local government in federative countries and providing it with the necessary financial resources for independent self-functioning. The data obtained during the research implementation are of practical value and can be used in the process of implementing measures to increase the financial independence of budget revenues at the level of local self-government in federative countries. This research was carried out within the framework of the scientific work performing of the Department of Finance, Banking and Insurance of the Chernihiv National University of Technology on the following topics: “Financial stability of economic systems in crisis management” (No. 0115U001149) and “Theoretical and applied aspects on financial provision of the national economy” (State Registration No. 0113U002741).

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.037
Threshold uncertainty score0.073

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.004
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.119
GPT teacher head0.301
Teacher spread0.182 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations9
Published2019
Admission routes1
Has abstractyes

Explore more

Same venueBaltic Journal of Economic StudiesSame topicEconomic Issues in UkraineFrench-language works237,207