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Record W1970985250 · doi:10.1142/s1363919611003076

THE IMPACT OF TRADE POLICY REGIMES ON FIRMS' LEARNING FOR INNOVATION FROM SUPPLIERS

2011· article· en· W1970985250 on OpenAlex
Jahan Ara Peerally, John Cantwell

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational Journal of Innovation Management · 2011
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobal trade and economics
Canadian institutionsHEC Montréal
Fundersnot available
KeywordsSubsidiaryBusinessIndustrial organizationDemiseOrder (exchange)International tradeInternational economicsEconomicsMultinational corporationFinance

Abstract

fetched live from OpenAlex

Using data on the textile-based Mauritius export processing zone (MEPZ) collected just prior to the demise of the preferential trade agreement (PTA) with Europe, we compare the acquisition and absorption of innovative technological capabilities (ITCs) of domestic firms and Asian-owned subsidiaries through domestic, Asian and European-based supplier linkages. Our results show that there are significant differences in learning for innovation from suppliers by MEPZ domestic firms and Asian-owned subsidiaries. The study firstly reveals that domestic supplier firms in a developing sub-Saharan African country like Mauritius can be an important source of ITCs to both domestic firms and foreign subsidiaries. Secondly, despite the presence of appropriate policies and institutions, Asian-owned subsidiaries did not fully harness learning opportunities and absorb acquired ITCs through supplier linkages in order to create new technology locally. We conjecture that their learning strategy was dictated by their foreseen exit from the MEPZ due to the anticipated end of the PTA. Thirdly, domestic firms exhibited a higher commitment to the acquisition and absorption of ITCs through supplier linkages and to the development of local ITCs. We infer that their learning strategy is a consequence of their need to continue to thrive and expand post-PTA.

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: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.497
Threshold uncertainty score0.315

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.083
GPT teacher head0.288
Teacher spread0.205 · 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