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Record W4413324682 · doi:10.1016/j.jwb.2025.101663

Multinational corporations and inclusive supply chains: How conflicting social and market logics can coexist

2025· article· en· W4413324682 on OpenAlexafffund
Garry D. Bruton, Jorge Humberto Mejía‐Morelos, David Ahlström

Bibliographic record

VenueJournal of World Business · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicInnovation and Socioeconomic Development
Canadian institutionsHEC Montréal
FundersHEC Montréal
KeywordsMultinational corporationSupply chainBusinessIndustrial organizationMarketing

Abstract

fetched live from OpenAlex

An institutional logic represents the way a particular socioeconomic world works. Building on an institutional logics approach, this paper examines how a multinational corporation balances market and social logics. Specifically, we examine an inclusive supply chain in the Mexican business unit of a leading multinational. Employing 50 indepth interviews, observations, and further secondary data, we find that while the market logic is not unexpectedly superordinate, the multinational corporation is able to manage both logics successfully through specific mechanisms beyond employing basic tradeoffs. This research contributes to understanding the management of diverging market and social logics, and adds to the theoretical understanding of inclusive supply chains, while also showing how a multinational corporation can help to address the global challenge of poverty by mobilizing an inclusive supply chain.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.496
Threshold uncertainty score0.450

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.018
GPT teacher head0.264
Teacher spread0.246 · 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 designObservational
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

Citations3
Published2025
Admission routes2
Has abstractyes

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