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Record W4414586928 · doi:10.33423/jabe.v27i4.7880

Home Country Responsibility: Foreign Direct Investors in Less and Least Developed Countries

2025· article· en· W4414586928 on OpenAlexvenueno aff
Johannes Stephan

Bibliographic record

VenueJournal of Applied Business and Economics · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicState Capitalism and Financial Governance
Canadian institutionsnot available
Fundersnot available
KeywordsForeign direct investmentCorporate governanceDeveloping countryDeveloped countryCurseQuality (philosophy)Natural resourceInvestment (military)

Abstract

fetched live from OpenAlex

Inward foreign direct investment (FDI) plays a crucial role in the economic development of less and least developed countries. While these firms have the potential to positively influence economic development in host countries, they may also become dominant. This can lead to various challenges, such as market distortions, competitive challenges for domestic firms, increased dependency of the domestic industry and fiscal policy on large foreign investors, and potentially adverse social and environmental impacts. Ultimately, the quality of the host country’s institutions and governance determine whether inward FDI is a curse or a blessing. This is especially true for natural resource industries. This literature-based theoretical thesis paper argues that the institutional circumstances of least and less developed countries often have negative implications for inward foreign direct investment (FDI), such as weak governance structures and corruption. Therefore, it is imperative that home countries assume responsibility for their investors in these countries so that the right kind of foreign investors lead to a mutually beneficial outcome for investors and the host economy.

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)0.001
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.687
Threshold uncertainty score0.619

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 studies0.0000.000
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 head0.012
GPT teacher head0.193
Teacher spread0.181 · 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 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

Citations0
Published2025
Admission routes1
Has abstractyes

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