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Record W2947242425 · doi:10.1080/17510694.2019.1621619

Creative organizations: when management fosters creative work

2019· article· en· W2947242425 on OpenAlexaff
Julie Bérubé, Christiane Demers

Bibliographic record

VenueCreative Industries Journal · 2019
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInnovation and Knowledge Management
Canadian institutionsHEC MontréalUniversité du Québec en Outaouais
Fundersnot available
KeywordsCreative workWork (physics)Creative briefTypologyCreative industriesCompromiseCreativitySociologyPublic relationsTechnicianCreative economyManagementMarketingKnowledge managementBusinessPolitical scienceComputer scienceEngineeringEconomicsSocial science

Abstract

fetched live from OpenAlex

Creative organizations are characterized by a tension between creative work and business. Our research mobilizes Boltanski and Thévenot’s Economies of Worth framework to explore, through the concept of compromise, how this tension is accommodated in the management of creative workers. Based on our study of eleven small advertising agencies, we identify four profiles for the management of creative work: Versatile, Creator, Manager, and Technician. Each of those profiles deals differently with the tension between creative work and business. Drawing on Boltanski and Thévenot’s framework, every profile is analyzed in terms of compromises between orders of worth, that allow the agencies to properly manage the tension. Moreover, instead of seeing management as killing creative work, we show how it can foster it. Our research contributes to the literature by developing a typology for the management of creative work that suggests four viable ways to structure creative work in advertising agencies.

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 categoriesMeta-epidemiology (narrow), Scholarly communication, Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.781
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0010.000
Scholarly communication0.0010.002
Open science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0120.003

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 head0.022
GPT teacher head0.233
Teacher spread0.211 · 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; both teacher heads agree on what is shown here.

Study designNot applicable
Domainnot available
GenreOther

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

Citations23
Published2019
Admission routes1
Has abstractyes

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