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Record W4409974207 · doi:10.1108/apjml-10-2024-1582

A dyadic perspective on supplier–buyer relationship through the digitalization of suppliers’ manufacturing process

2025· article· en· W4409974207 on OpenAlex
Chuljin Park, Ihsan Ullah Jan, Changju Kim, Seong-Goo Ji

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

VenueAsia Pacific Journal of Marketing and Logistics · 2025
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicQuality and Supply Management
Canadian institutionsInstitute on Governance
Fundersnot available
KeywordsBusinessPerspective (graphical)Process (computing)Process managementSupplier relationship managementMarketingIndustrial organizationComputer scienceSupply chain managementSupply chain

Abstract

fetched live from OpenAlex

Purpose This study empirically investigates the impact of the digitalization of suppliers’ manufacturing processes on their relationship with buyers, focusing on credibility and relationship duration. It highlights suppliers’ digital traceability and managerial competence in digitalization as key factors in strengthening supplier-buyer relationships. Design/methodology/approach We test our hypotheses by analyzing 103 supplier–buyer dyads using the PLS-SEM approach in the context of the Smart Factory scheme for small and medium-sized enterprises (SMEs) in South Korea. Findings We highlight that even at nascent stages, digitalization can improve supplier–buyer relationships by strengthening suppliers’ credibility and extending relationship duration, primarily through enhanced traceability of products and manufacturing processes. Moreover, a supplier’s managerial competence in digitalization reinforces the positive relationship between digital traceability and credibility. Originality/value Drawing on the resource-based view (RBV) and social exchange theory (SET), this study theorizes and empirically demonstrates the importance of digital traceability and managerial competence in digitalization for strengthening buyer-supplier relationships in the digital era.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.797
Threshold uncertainty score0.404

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
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 head0.022
GPT teacher head0.271
Teacher spread0.249 · 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