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Record W3119448674 · doi:10.21003/ea.v183-07

Influence of pandemic of coronavirus infection COVID-19 on economic resilience of Ukrainian enterprises

2020· article· en· W3119448674 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

VenueEconomic Annals-ХХI · 2020
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicEconomic Issues in Ukraine
Canadian institutionsnot available
Fundersnot available
KeywordsUkrainianRecessionPandemicBankruptcyQuarter (Canadian coin)UnemploymentBusinessCoronavirus disease 2019 (COVID-19)Development economicsEconomic growthEconomic policyEconomicsPolitical scienceGeographyFinanceMedicineMacroeconomics

Abstract

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Introduction. Modern Ukrainian enterprises operate in conditions of uncertainty and risk which could develop in unpredictable way. Currently the critical situation for Ukrainian economy is determined by the spread of pandemic of coronavirus infection COVID-19, which has acquired a global nature. Under the circumstances which has brought the pandemic, many Ukrainian enterprises approached the verge of bankruptcy due to the absence of management mechanism, which main objective is ensuring of economic resilience and maximum management efficiency and creating ability for prospective growth of their potential under the circumstances of force majeure. The objective of this paper is to study an influence of pandemic of coronavirus infection COVID-19 on economic resilience of Ukrainian enterprises with defining of negative and positive aspects for creation of a background which would enable a development of Ukrainian business in the future. Results. The global spread of coronavirus infection COVID-19 contributed to risk of recession in the world economy, index of world GDP growth for 2019 equals 2.9%, while the predicted values display its reduction by 3% for 2020, and by 5.8% in 2021. The GDP growth for Ukraine in 2019 equals 3.2%, its reduction in 2020 will make 7.7% and reduction predicted for 2021 makes 3.6%. The number of unemployed has increased in 2020 by 48% compared to the same period of 2019, and according to the forecasts of National Bank of Ukraine in ІІІ quarter of 2020 the rate of unemployment will grow by 12% compared to І quarter of the year. The arrears in wage equal USD 112.7 million. The state budget income deficit equals 29.6%, and specifically customs revenue has decreased by 32.2%. The fiscal revenue for May 2020 displays a slippage by 8.5% compared to May 2019. Currently one third of Ukrainian enterprises lost about 50-75% of their revenue. Most of enterprises of Ukraine show a remarkable growth of accounts receivable, and 7% of enterprises came to a near halt. It means that a new crisis will only make the make larger a rupture between Ukraine and developed countries both in aspect of competitiveness of economy and in that life quality. With regard to necessity of resumption of the operation of enterprises and ensuring their economic resilience almost all countries in the world, which were affected by the pandemic, take certain measures for resuscitation. The major part of the affected countries of the world, including Ukraine, showed their unpreparedness to face the challenges like a pandemic of coronavirus infection. The hard circumstances that Ukrainian entrepreneurs have got in were resulted not only from external political and economic factors, but were determined by the instruments of internal policy of Ukraine, what has led to reduction of business activity, reduction in public consumption and unemployment growth, which factors eventually undermine the mechanism of reproduction in national economy. Another factor which influences Ukrainian economy in a deleterious way is a reduction in global demand, which contributes to a decline in export capabilities of the country. Almost every economic sector of Ukraine sustained major losses, which have significantly influenced the general state of state economy. Only in case of fulfillment by Cabinet of Ministers and National Bank of Ukraine of economically justified efficient anti-crisis program the state has chance to survive the crisis with damages lower than other countries will have. Despite the deleterious effect that coronavirus exercises on Ukrainian economy, there are also some positive aspects of this situation, and the main of them is gaining experience, which would be able to help in the future while managing the country’s own economic resilience to take into account an option functioning in critical circumstances of global extent. Conclusions. The main problem of Ukrainian business nowadays is the poor knowledge of strategies of enterprise functioning in conditions of force majeure of global extent. The key aspects of efficient anti-crisis program on ensuring of economic resilience of Ukrainian enterprises must include risk assessment, development of well-defined business plan, increasing adaptivity to threats which occur under conditions of continuous business processes and constant iteration and business renewal, which has to face any challenge both on national and global level.

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)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.616
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.001

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 head0.109
GPT teacher head0.327
Teacher spread0.218 · 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