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Record W2328260701 · doi:10.5509/20067919

Killing Five Birds with One Stone: Inward Foreign Direct Investment in Post-Crisis Korea

2006· article· en· W2328260701 on OpenAlexvenueno aff
Judith Cherry

Bibliographic record

VenuePacific Affairs · 2006
Typearticle
Languageen
FieldSocial Sciences
TopicAsian Industrial and Economic Development
Canadian institutionsnot available
Fundersnot available
KeywordsForeign direct investmentInward investmentEconomicsInternational economicsBusinessMacroeconomics

Abstract

fetched live from OpenAlex

the first 35 years of the Republic of Korea's2 economic development, the government showed a clear preference for foreign capital in the form of loans rather than inward foreign direct investment (IFDI) as a means of financing its development plans. This reluctance to allow a greater degree of foreign participation in the domestic economy stemmed from a desire to control the allocation of financial resources and also reflected public concerns that increased levels of IFDI might lead to foreign domination of the Korean economy. The 1997 crisis led to a fundamental change in Korean attitudes towards inward investment, as a desperate need for capital, advanced technology and know-how prompted a comprehensive reform of FDI policy and promotional systems. However, while many Koreans recognized the contribution made by inward investment to the country's economic recovery and its potential role in promoting sustainable growth, anti-foreign capital sentiment lingered in some areas of society. The past two decades have seen a remarkable increase in global flows of capital and credit, most notably in the form of foreign direct investment. Although FDI in developed countries has accounted for the lion's share of these transactions, flows to developing countries have also accelerated in recent years. The rising level of inward investment in developing countries reflects, to a significant extent, changes in their perceptions of and attitudes towards IFDI. Whereas, in the 1970s and early 1980s, many potential host countries expressed concerns that inward investment might create monopolies, exploit the local economy and restrict competition in the domestic market, this negative view had changed to a more upbeat assessment by the 1990s, as scholars and practitioners had identified a range of beneficial effects of inward FDI in terms of promoting economic development.3

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)0.001
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 score0.011
Threshold uncertainty score0.022

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0030.003
Open science0.0000.002
Research integrity0.0010.002
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 head0.016
GPT teacher head0.223
Teacher spread0.207 · 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

Citations8
Published2006
Admission routes1
Has abstractyes

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