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Record W2030389035 · doi:10.1002/cjas.185

Akbar's multiculturalism: lessons for diversity management in the 21st century

2010· article· en· W2030389035 on OpenAlexvenueno aff
Jawad Syed

Bibliographic record

VenueCanadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration · 2010
Typearticle
Languageen
FieldSocial Sciences
TopicIslamic Studies and History
Canadian institutionsnot available
Fundersnot available
KeywordsMulticulturalismDiversity (politics)HegemonyHumanitiesPolitical scienceDemocracySociologyEthnologyArtLawPolitics

Abstract

fetched live from OpenAlex

This paper challenges the hegemony of US-centric perspectives in the diversity management literature by explaining how non-Western histories and cultures may provide alternative contexts for understanding and managing diversity. In pursuit of this, the paper describes how Muslim ruler Jalaluddin Muhammad Akbar conceptualized multiculturalism in 16th century India, and how his principles of sulh-i-kul, rah-i-aql, and rawa-i-rozi may be adopted to develop a sociopolitical environment conducive to managing cultural diversity in organizations, an environment currently lacking even in the majority of democratic countries in the world today. Copyright © 2010 ASAC. Published by John Wiley & Sons, Ltd. Le présent article s'inscrit en faux contre l'hégémonie des perspectives américano-centriques dans les travaux en gestion de la diversité, en expliquant comment les histoires et les cultures non-occidentales offrent des contextes différents pour l'intelligence et la gestion de la diversité. L'article décrit notamment comment le souverain musulman Jalaluddin Muhammad Akbar a conceptualisé la notion de multiculturalisme en Inde au XVIe siècle, et comment ses principes de sulh-i-kul, rah-i-aql et de rawa-i-rozi peuvent être adoptés pour créer un environnement sociopolitique favorable à la gestion de la diversité dans les organisations, un tel environnement faisant actuellement défaut même dans la plupart des pays démocratiques du monde. Copyright © 2010 ASAC. Published by John Wiley & Sons, Ltd.

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)0.005
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.926
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0080.008
Scholarly communication0.0000.001
Open science0.0020.000
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 head0.117
GPT teacher head0.344
Teacher spread0.227 · 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; both teacher heads agree on what is shown here.

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".

Quick stats

Citations9
Published2010
Admission routes1
Has abstractyes

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Same venueCanadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l AdministrationSame topicIslamic Studies and HistoryFrench-language works237,207