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Record W2210220126 · doi:10.1108/qrom-03-2014-1205

Value co-creation and stakeholder complexity: what strategy can learn from churches

2015· article· en· W2210220126 on OpenAlexaffabout
Gina Grandy, T Levit

Bibliographic record

VenueQualitative Research in Organizations and Management An International Journal · 2015
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicService and Product Innovation
Canadian institutionsUniversity of Regina
Fundersnot available
KeywordsValue (mathematics)StakeholderMainstreamOriginalityCo-creationKnowledge managementBusiness valueStakeholder analysisProcess (computing)Exploratory researchEmpirical researchSociologyComputer sciencePublic relationsEpistemologyEconomicsQualitative researchPolitical scienceSocial scienceMicroeconomics

Abstract

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Purpose – The purpose of this paper is to extend understandings of the demand-side view of strategy and how organizations co-create value with stakeholders. Through an iterative process of theory development, data collection, data analysis and writing, the authors propose a value co-creation perspective that more fully takes into account stakeholder complexity. Design/methodology/approach – The empirical data derives from a wider exploratory study on value creation and competitive advantage in Christian churches in Canada. Here the authors explore one case study from that wider study and analyze interviews with church members and leaders. Findings – The authors discuss two mutually constitutive processes of value co-creation, building a culture of community and enacting relational and shared leadership. Research limitations/implications – The authors propose a stakeholder-complex understanding of value creation where stakeholders can enact multiple roles, often simultaneously, in co-creation and where products/services are consumed for their symbolic, rather than material value. Further, co-creation may involve ongoing interactions and value creation can occur in non-monetary transactions. Originality/value – The authors offer, through an empirical exploration of a religious organization, an illustrative account of how value co-creation might be tied to stakeholder complexity. This study stretches the boundaries of mainstream strategy research by challenging two fundamental assumptions: that stakeholder roles must be distinct and that “value” must be clearly defined and explicitly linked to exchange value.

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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.007
metaresearch head score (Gemma)0.011
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.009
Threshold uncertainty score0.040

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0070.011
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0070.017
Scholarly communication0.0090.019
Open science0.0020.007
Research integrity0.0040.006
Insufficient payload (model declined to judge)0.0060.001

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 head0.378
GPT teacher head0.488
Teacher spread0.110 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
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

Citations10
Published2015
Admission routes2
Has abstractyes

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