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Record W3010741316 · doi:10.7202/1066067ar

Unpacking the Constituents of Dynamic Capabilities: A Microfoundations Perspective

2019· article· en· W3010741316 on OpenAlex
David W. Versailles, Nicolai J. Foss

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.

venuePublished in a venue whose home country is Canada.
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

VenueManagement international · 2019
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInnovation and Knowledge Management
Canadian institutionsnot available
Fundersnot available
KeywordsMicrofoundationsEpistemologyDynamic capabilitiesPerspective (graphical)Interpretation (philosophy)ConstructiveSociologyUnpackingRelation (database)Field (mathematics)Management scienceComputer scienceKnowledge managementEconomicsPhilosophyArtificial intelligence

Abstract

fetched live from OpenAlex

This position paper updates about methodological and epistemological issues on the micro-foundations perspective. We propose that conceptual divergences between the different streams of contributions to dynamic capabilities (DCs) research (the Eisenhardt versus Teece divide) hide discrepancies about methodological aspects, and about the locus of DCs. We zoom out from current epistemological debates about the microfoundations to explain the necessity of multi-level approaches, and to clarify the interpretation of the Boudon-Coleman “bathtub”. We elaborate on these aspects to explain how to enhance research on DCs, and more generally in strategic management. We discuss specific issues in relation with the selection of units of analysis and with the elaboration of field research protocols. We also propose practical recommendations adhering to the micro-foundations approach.

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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.949
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.001

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 head0.010
GPT teacher head0.250
Teacher spread0.240 · 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