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Record W2037980945 · doi:10.1108/00251740010378255

Market orientation and market strategy profiling: an empirical test of environment‐behaviour‐action coalignment and its performance implications

2000· article· en· W2037980945 on OpenAlex

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

VenueManagement Decision · 2000
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInnovation and Knowledge Management
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsMarket orientationBusinessCompetitive advantageAssertionProfiling (computer programming)Industrial organizationMarketingOrganizational performanceComputer science

Abstract

fetched live from OpenAlex

Organizational performance is greatly influenced by employee behaviours and the resulting market orientation that they possess. Market orientation is a behavioural culture that affects strategy formulation and strategy implementation, and how an organization interacts with its environment and adjusts to changes within that context. The relationship between market orientation and performance is robust across several environmental contexts that are characterized by varying degrees of market turbulence, competitive intensity, and products/services introduction rates. This study identifies co‐aligned market orientation and strategy profiles corresponding to unique competitive contexts that represent best practices for an organization seeking to maximize performance in a high technology environment. This relationship becomes dynamic when one considers the assertion that organization culture is synonymous with strategy and the evidence that the external environment affects organizational culture. As a result, the ability to profile ideal orientations will have significant strategic and performance implications for organizations that will contribute to the development of a sustainable competitive advantage.

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 categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.559
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.037
GPT teacher head0.292
Teacher spread0.255 · 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