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Record W3023959868

Siezing the BEPS: an assessment of the efficacy of South Africa’s thin capitalisation regime in combating base erosion and profit shifting (BEPS) through excessive interest deductions

2019· dissertation· en· W3023959868 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

VenueOpen University of Cape Town (University of Cape Town) · 2019
Typedissertation
Languageen
FieldSocial Sciences
TopicGlobalization and Economic Impact
Canadian institutionsnot available
Fundersnot available
KeywordsBase erosion and profit shiftingProfit (economics)BusinessEconomicsFinanceMicroeconomics
DOInot available

Abstract

fetched live from OpenAlex

This study serves to critically assess the effectiveness of South Africa’s thin capitalisation framework in dealing with Base Erosion and Profit Shifting (BEPS) through excessive interest deductions by multinational enterprises (MNEs). Given the impact of globalisation in interconnecting economic activities across multiple countries, BEPS presents a major policy concern both internationally and domestically. Thin capitalisation, a situation in which an entity utilises to their tax benefit the deductions/exemption mismatch that arises from crossborder debt financing, is one of the most common methods of BEPS utilised by MNEs. This study aims to ascertain whether the framework is effective in dealing with thin capitalisation whilst balancing the need to attract investment and boost economic development and, to assess whether the framework is reflective of South Africa’s contextual realities. It achieves this by engaging with the South Africa’s legislative framework consisting of s 31 and s 23M of the Income Tax Act and the Draft Note on Thin Capitalisation and their relationship with international tax norms and standards. The study relies on the Organisation for Economic Cooperation and Development (OECD) to identify the international standards and contrasts South Africa’s framework with Canada, a developed and OECD member state. The study concludes that the framework is fraught with uncertainties and administrative difficulties that hinder its effectiveness. It also concludes that the framework’s reliance on the OECD’s standards is misguided and does not reflect South Africa’s contextual realities. This is a stark contrast to Canada which opted for a thin capitalisation approach outside the OECD’s recommendations which more reflects its context. The study thus concludes that South Africa’s thin capitalisation framework is ineffective in dealing with BEPS by way of thin capitalisation.

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.066
Threshold uncertainty score0.981

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 studies0.0010.000
Scholarly communication0.0000.001
Open science0.0010.000
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 head0.056
GPT teacher head0.309
Teacher spread0.253 · 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