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ADHD Symptoms of CEOs and Business Model Innovation in the SME Context

2023· article· en· W4385225423 on OpenAlexaff
Polina Artamoshina, Galina Shirokova, Oleksiy Osiyevskyy, Virgínia Bodolica

Bibliographic record

VenueAcademy of Management Proceedings · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicBusiness Strategies and Innovation
Canadian institutionsUniversity of Calgary
Fundersnot available
KeywordsContext (archaeology)BusinessPsychologyKnowledge managementProcess managementBusiness administrationComputer science

Abstract

fetched live from OpenAlex

In light of their typical resource constrains, limited internal capabilities, and heightened dynamism and adaptability, small and medium-sized enterprises (SMEs) are forced to be innovative to secure their competitive advantage. The decision to engage in business model innovation (BMI), especially in the context of SMEs operating in uncertain environments, is strongly dependent upon CEOs’ predisposition and personality characteristics. Drawing upon the strategic leadership theory and trait activation theory, we hypothesize that Attention Deficit Hyperactivity Disorder (ADHD) symptoms of CEOs significantly influence BMI activities, particularly under specific conditions. Using a sample of 367 Russian SMEs, we find evidence that the perceived level of general uncertainty and CEO tenure intensify the effect of ADHD hyperactivity/impulsivity symptoms on BMI. A detailed discussion of our study’s implications for theory and practice in SME settings concludes the article.

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.

How this classification was reachedexpand

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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.735
Threshold uncertainty score0.508

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.006
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 head0.048
GPT teacher head0.263
Teacher spread0.215 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2023
Admission routes1
Has abstractyes

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