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Record W2973874934 · doi:10.1016/j.jwb.2019.101034

The role of spirituality in Islamic business networks: The case of internationalizing Turkish SMEs

2019· article· en· W2973874934 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.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of World Business · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicWorkplace Spirituality and Leadership
Canadian institutionsnot available
FundersAlliance Manchester Business School, University of ManchesterUniversity of ManchesterEntomological Society of Canada
KeywordsHomophilySpiritualityBusiness networkingTurkishInternationalizationContext (archaeology)IslamModerationBusinessEntrepreneurshipInternational businessSociologyMarketingBusiness modelPublic relationsPsychologySocial psychologyPolitical scienceElectronic businessLaw

Abstract

fetched live from OpenAlex

This paper sets out to investigate the role of religion and spirituality in a business network context, with an empirical focus on the international business development of Turkish SMEs. By drawing on the concept of homophily and tie strength, we argue that, while religion can act as a bridge and thus create a multitude of weak ties within a business network, spirituality can deepen these ties and make them stronger through increased emotional intensity, intimacy and reciprocal service. The data were collected from participants in two Islamic business associations in Turkey. The results suggest that spirituality indeed drives members’ commitment to the network and the presence of spirituality has a distinctive effect on members’ contributions to and demands on the network. More specifically, members who treat their network membership as an extension of their spiritual practice tend to mainly benefit from intangible resources, while members who view their shared religion as an entry point into the network seem to benefit from both tangible and intangible network resources. The findings have several theoretical and practical implications, including the introduction of the spirituality concept into the discussion of homophily and tie strength in business networks, and the role of home networks in the internationalization of SMEs.

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)0.004
metaresearch head score (Gemma)0.001
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 score0.343
Threshold uncertainty score0.981

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.019
GPT teacher head0.294
Teacher spread0.275 · 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