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Arctic Transformations: Multinational Companies Facing the New Challenges of Sustainable Development

2018· article· en· W2948120833 on OpenAlexaboutno aff
Elena Nikitina

Bibliographic record

VenueOutlines of global transformations politics economics law · 2018
Typearticle
Languageen
FieldSocial Sciences
TopicArctic and Russian Policy Studies
Canadian institutionsnot available
FundersRussian Academy of Sciences
KeywordsMultinational corporationBusinessArcticInternationalizationSustainable developmentPopulationContext (archaeology)Economic systemEconomic growthInternational tradeEconomicsPolitical scienceGeographyEcologyFinance

Abstract

fetched live from OpenAlex

What is the impact of the ongoing transformations in the Arctic region – global warming, socio-economic and institutional changes – on internationalization in the Arctic and the activities of multinational companies in the polar regions of the Arctic countries? What is the role of multinational companies in the sustainable development of these regions, including the ensuring of the welfare of the northerners? The article attempts to answer these questions and discuss new approaches to the problem of sustainable development in the Arctic region with its extremely vulnerable and severe nature, large reserves of natural resources, unique human potential, dynamically developing economy, infrastructure and active involvement in the world economy. The main emphasis is on the assessing of the social component in the triangle of the interrelated priorities of sustainable development – social, environmental and economic. The analysis showed that the consequences of systemic transformations form a new context for the activities of multinational companies, which have to adapt their corporate strategies to the Arctic specifics. The northern regions are actively involved in internationalization; a significant part of their GRP is produced by enterprises controlled by multinational companies. Assessments of the role of multinational companies for the local population and sustainable development are mixed. Such companies help to modernize the economy and infrastructure, create jobs, place orders with local producers, and develop human potential. In a number of countries, the control of the local population over the activities of multinational corporations (USA, Canada) is strengthening. At the same time, serious social and economic imbalances arise, including social disproportions and stratification of the population, as well as challenges for traditional activities and nature. The contribution of the Arctic regions to the world economy is almost five times higher than their share in the world population. Obtaining a social license from the northerners, implementing corporate social responsibility is becoming a popular instrument used by multinational companies to support their activities in the Arctic. The interaction between the state and multinational companies is strengthening, and the forms of state regulation of the access to natural resources and infrastructure are being diversified. The study is based on the analysis of the practices of foreign Arctic countries, rich in mineral and energy resources – the USA, Canada and Norway; their approaches and practices may be of interest to Russia and its northern regions. In conclusion, new scientific concepts of adaptive governance of sustainable development and its inclusiveness in the context of the interaction between transforming natural and social systems in the Arctic are summarized.

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 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)0.000
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: none
Teacher disagreement score0.807
Threshold uncertainty score0.912

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.001
Scholarly communication0.0000.001
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 head0.033
GPT teacher head0.303
Teacher spread0.270 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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

Citations4
Published2018
Admission routes1
Has abstractyes

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