MétaCan
Menu
Back to cohort
Record W4385380930 · doi:10.1177/14705958231191053

Informal interorganizational business relationships, satisfaction, and firm performance: Case of Arab Maghreb countries

2023· article· en· W4385380930 on OpenAlexaff
Said Toumi, Zhan Su

Bibliographic record

VenueInternational Journal of Cross Cultural Management · 2023
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicCustomer Service Quality and Loyalty
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsReciprocity (cultural anthropology)BusinessAffectionProcurementStructural equation modelingMarketingPsychologySocial psychology

Abstract

fetched live from OpenAlex

Understanding how informal relationships such as Wasta operate in different cultures is necessary for multinationals to thrive. However, studies on the effect of such networks on multinationals' activities in Arab countries remain limited. The aim of this study is to examine the effect of informal inter-organizational business relationships on the satisfaction and performance of firms in Arab Maghreb countries. This research is based on a self-administered survey with 534 procurement managers from Morocco ( n = 220), Algeria ( n = 148) and Tunisia ( n = 166). We used structural equations to test our hypotheses. The results showed that Wasta has almost the same effect on interorganizational relationship in the three Maghreb countries. Specifically, Mojamala (affection) does not influence the satisfaction of the B2B relationship within the three counties under study, while Hamola (reciprocity) and Somah (trust) positively influence this relationship. The analysis showed that the negative side of Somah has a negative influence on satisfaction only in Algeria. The results also showed that satisfaction positively influences the performance of Maghrebian B2B partners. These results show that the phenomenon of Wasta is rooted in the cultures of the Maghreb countries and underscore the need to conduct further studies to understand it and to raise awareness among multinationals that plan to do business with the local partners or those who are planning to relocate. Implications for IB, theory and policy are discussed together with the study’s limitations and suggestions for future research. Through this study, we contribute to the development of research on cross-culture management by showing the effect of Wasta as a cultural phenomenon on business relations in the Maghreb countries. Our research is the first to investigate the effect of the informal interorganizational relationship on the satisfaction and performance of B2B partners.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.032
Threshold uncertainty score0.063

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.028
GPT teacher head0.297
Teacher spread0.269 · 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 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

Citations5
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Cross Cultural ManagementSame topicCustomer Service Quality and LoyaltyFrench-language works237,207