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Record W7135165745

Diversité culturelle et inclusion au travail : regards croisés sur l'intégration professionnelle en Algérie et au Québec à travers une démarche autopraxéographique

2025· other· fr· W7135165745 on OpenAlexaboutno aff
Katia Laib

Bibliographic record

VenueSémaphore (Université du Québec à Rimouski) · 2025
Typeother
Languagefr
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsCentralisationInclusion (mineral)Context (archaeology)BaptismEmic and etic
DOInot available

Abstract

fetched live from OpenAlex

RÉSUMÉ : L'objectif de cette recherche est d'analyser les pratiques d'intégration des employés issus de la diversité culturelle dans les organisations algériennes, en s'appuyant sur l'étude du modèle québécois pour éclairer les défis et les leviers d'inclusion propres au contexte maghrébin. La méthodologie adoptée repose sur l'autopraxéographie, à travers l'analyse réflexive de quatre expériences professionnelles vécues au Québec et en Algérie. Cette approche a permis d'identifier les obstacles, les stratégies d'adaptation et les bonnes pratiques dans les deux contextes. Les résultats montrent qu'en Algérie, l'intégration reste freinée par des pratiques informelles, une centralisation hiérarchique et un manque de politiques inclusives. Le Québec, à l'inverse, privilégie des dispositifs individualisés centrés sur les compétences et l'autonomie, mais cette approche peut générer un isolement si elle n'est pas soutenue par des mécanismes collectifs. D'où l'intérêt d'un modèle hybride, combinant accompagnement humain et valorisation des parcours individuels. La recherche souligne également le rôle crucial des ressources humaines, des politiques organisationnelles et du leadership dans la création d'environnements de travail inclusifs et équitables. Elle insiste sur la nécessité de placer l'humain au cœur des dynamiques organisationnelles. En conclusion, cette étude propose des pistes concrètes pour adapter certaines pratiques québécoises au contexte algérien, afin de renforcer l'inclusion et la performance organisationnelle dans les pays du Maghreb. -- Mot(s) clé(s) en français : diversité culturelle, gestion de la diversité culturelle, inclusion organisationnelle, intégration professionnelle, gestion des ressources humaines, management interculturel, transformation organisationnelle, leadership inclusif. -- ABTRACT : The aim of this research is to analyse integration practices for culturally diverse employees in Algerian organisations, using the study of the Quebec model to shed light on the challenges and levers of inclusion specific to the North African context. The methodology adopted is based on autopraxeography, through the reflexive analysis of four professional experiences in Quebec and Algeria. This approach made it possible to identify obstacles, adaptation strategies and good practices in both contexts. The results show that in Algeria, integration remains hampered by informal practices, hierarchical centralisation and a lack of inclusive policies. Quebec, on the other hand, favours individualised measures focusing on skills and autonomy, but this approach can lead to isolation if it is not supported by collective mechanisms. Hence the importance of a hybrid model, combining human support and the development of individual career paths. The research also highlights the crucial role of human resources, organisational policies and leadership in creating inclusive and equitable working environments. It stresses the need to place people at the heart of organisational dynamics. In conclusion, this study proposes concrete ways of adapting certain Quebec practices to the Algerian context, in order to strengthen inclusion and organisational performance in the Maghreb countries. -- Mot(s) clé(s) en anglais : cultural diversity, cultural diversity management, organisational inclusion, professional integration, human resources management, intercultural management, organisational transformation, inclusive leadership.

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)0.003
metaresearch head score (Gemma)0.004
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: Empirical
Teacher disagreement score0.149
Threshold uncertainty score0.300

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0030.006
Science and technology studies0.0110.008
Scholarly communication0.0070.003
Open science0.0010.004
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.008
GPT teacher head0.219
Teacher spread0.211 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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Same venueSémaphore (Université du Québec à Rimouski)French-language works237,207