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Record W2036533531 · doi:10.1142/s1363919609002212

THE RELATIONSHIPS BETWEEN FOREIGN COMPETITION, ABSORPTIVE CAPACITY AND PIONEERING INNOVATION: AN EMPIRICAL INVESTIGATION IN CANADA

2009· article· en· W2036533531 on OpenAlex
Ying Li, Wim Vanhaverbeke

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

VenueInternational Journal of Innovation Management · 2009
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInternational Business and FDI
Canadian institutionsnot available
Fundersnot available
KeywordsCompetition (biology)Absorptive capacityIncentiveContext (archaeology)MonopolyEconomicsEmpirical evidenceIndustrial organizationMicroeconomics

Abstract

fetched live from OpenAlex

The relationship between competition and innovation has drawn great attention from economists and strategic management researchers. However, the empirical evidence for this relationship remains inconsistent. On the one hand, the Schumpeterian viewpoint credits that the large firms with substantial monopoly market power have resources and incentives to innovate. On the other hand, it is also possible for a monopolist to have incentives to suppress subsequent innovations. It is suggested by Baldwin and Scott (1987) and Tang (2006) that the relationship between competition and innovation is dependent on the competition context and specific type of innovation activities. In this study, we investigate the relationship between foreign competition and pioneering innovation and consider the moderating role of absorptive capacity for this relationship, using the Canadian Innovation Data. We find a U-shaped relationship between foreign competition and pioneering innovation: when foreign competition increases from a low to a moderate level, the likelihood of pioneering innovation decreases. However, the likelihood of pioneering innovation increases when foreign competition continues to increase from a moderate to a high level. We also found evidence that absorptive capacity may positively moderate the relationship between foreign competition and pioneering innovation.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.655
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0000.000
Scholarly communication0.0000.002
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 head0.053
GPT teacher head0.263
Teacher spread0.210 · 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