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Record W4394926600 · doi:10.22495/cocv21i2art2

Board-related processes and innovation in small and medium-sized enterprises: A continuum logic and configurational approach

2024· article· en· W4394926600 on OpenAlex
Ramzi Belkacemi, Sophie Veilleux, Marie‐Josée Roy, Maripier Tremblay

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

VenueCorporate Ownership and Control · 2024
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCorporate Finance and Governance
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsBusinessProcess managementMaterials scienceKnowledge managementComputer science

Abstract

fetched live from OpenAlex

This article identifies configurations in terms of original board-related processes (i.e., establishment, integration, centralization, and bureaucracy) that can stimulate innovation. A singular theorization is developed around a continuum logic and various theoretical postulates. Its experimentation via a configurational approach (Fiss, 2011; Furnari et al., 2021; Misangyi et al., 2017) has been applied to data collected through a survey of 300 small and medium-sized enterprises (SMEs). Ultimately, the results show that innovation may result from complex combined effects between four board-related processes that occur at different times (i.e., upstream, midstream, and downstream) and evolve according to SMEs’ bi-dimensional level of growth (i.e., size and age). Thus, this study notably goes beyond the simplistic view that currently prevails in the literature regarding the hypothesis of linear links between the board of directors (BoD) and innovation. By the same token, this work emancipates itself from the tendency to establish hierarchies implying that certain isolated elements would necessarily be pre-eminent regarding innovation. These findings, which integrate the necessary nuanced approach when studying such a complex phenomenon, have made it possible to generate multiple contributions, both theoretical and practical.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.035
Threshold uncertainty score0.753

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
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 head0.031
GPT teacher head0.210
Teacher spread0.179 · 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