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Record W2210558501

Capital Structure and the Pace of SME Internationalization

2004· article· en· W2210558501 on OpenAlexaff
Rod B. McNaughton, Jim Bell

Bibliographic record

VenueSSRN Electronic Journal · 2004
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicPrivate Equity and Venture Capital
Canadian institutionsUniversity of Waterloo
Fundersnot available
KeywordsInternationalizationPaceBusinessEquity (law)Capital structurePrivate equityVenture capitalCapital (architecture)Market economyFinanceMonetary economicsDebtEconomicsInternational tradePolitical science
DOInot available

Abstract

fetched live from OpenAlex

A theory of the potential interplay between capital structure and the ability to fund internationalization is offered. The literature on the possible influence of financial resources on the pace of internationalization is reviewed.Findings are presented from semi-structured, face-to-face interviews with directors from five venture capital firms in Sydney, five in Melbourne, and two in Brisbane.Interview questions focus on the motive, pattern, and pace of internationalization among the firms observed by the interviewee, the relationship observed between internationalization and firm value, and possible associations observed between the capital structure and the pace of internationalization. The results of the interviews are discussed and presented in the form of a summary model.The key interaction is between the growth rate of the firm and its capital structure.Firms whose managers are prepared to address a large market are likely to grow rapidly.This growth may be expressed as early and rapid internationalization, especially if the domestic market is small or if managers perceive pioneering advantages.The capital requirements of rapid expansion, especially in international markets, can quickly outstrip a firm's ability to fund expansion through cash flow or debt.In such cases, the entrepreneur's attitude toward outside equity and ability to raise funds from private equity investors influences the rate at which growth can be sustained.In short, decisions about capital structure have an influence on the pace of internationalization. (SAA)

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)0.006
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 score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0020.001
Science and technology studies0.0000.001
Scholarly communication0.0020.002
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 head0.004
GPT teacher head0.198
Teacher spread0.194 · 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

Citations7
Published2004
Admission routes1
Has abstractyes

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