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Record W4214766138 · doi:10.1177/87569728221075577

Revisiting Organizational Design in the Light of Isomorphism and Equifinality: Insights from the Study of Three Major Transformation Projects <sup/>

2022· article· en· W4214766138 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.
fundA Canadian funder is recorded on the work.

Bibliographic record

VenueProject Management Journal · 2022
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicManagement and Organizational Studies
Canadian institutionsCentre intégré universitaire de santé et de services sociaux de l'Est-de-l'Île-de-MontréalCentre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-MontréalUniversité de MontréalMcGill UniversityCentre Hospitalier Universitaire Sainte-JustineUniversité du Québec à Montréal
FundersCanadian Institutes of Health Research
KeywordsEquifinalityComplementarity (molecular biology)Hindsight biasIsomorphism (crystallography)Corporate governanceOrganizational cultureSociologyEpistemologyKnowledge managementManagementComputer sciencePublic relationsPolitical scienceEconomicsSocial psychologyPsychologyArtificial intelligence

Abstract

fetched live from OpenAlex

This article examines how governance mechanisms were put in place in three organizational transformation projects undertaken in university hospital centers. Our focus is guided by a theoretical discourse on the place of rational choices on organizational design versus the desire to imitate other organizations. The article presents two complementary points of view: a longitudinal study and a recent a posteriori reflection with five key players. A first result highlights efforts invested in the preparation stages and that these nevertheless resulted in comparable performances: hence, the concept of equifinality. However, a second result reveals complementarity between equifinality and institutional isomorphism.

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)0.002
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 score0.218
Threshold uncertainty score0.660

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0010.000
Scholarly communication0.0000.001
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 head0.040
GPT teacher head0.234
Teacher spread0.194 · 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