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Record W2945990871 · doi:10.1080/1528008x.2019.1619498

Gender Discrimination, Injustice, and Deviant Behavior among Hotel Employees: Role of Organizational Attachment

2019· article· en· W2945990871 on OpenAlexaff
Yanjing Qu, WooMi Jo, Hwansuk Chris Choi

Bibliographic record

VenueJournal of Quality Assurance in Hospitality & Tourism · 2019
Typearticle
Languageen
FieldSocial Sciences
TopicGender Diversity and Inequality
Canadian institutionsUniversity of Guelph
Fundersnot available
KeywordsPsychologyOrganizational commitmentDeviance (statistics)InjusticeSocial psychologyOrganizational justiceOrganizational identificationPerceived organizational supportProcedural justiceAffective events theoryJob satisfactionPerceptionJob performance

Abstract

fetched live from OpenAlex

This study examines the relationships among perceived gender discrimination, organizational justice, and deviant behaviors in hotel employees in China. Organizational attachment is considered as a mediator on these relationships. The results show that (a) perceived gender discrimination negatively relate to organizational attachment; (b) distributive and procedural justice positively relate to affective commitment and organizational identification; (c) turnover intention causes organizational deviance; and (d) organizational identification and turnover intention mediate the impact of perceived gender discrimination on organizational deviance. The study findings have theoretical implications for future research and practical implications for hotel human resource management.

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 score0.020
Threshold uncertainty score0.041

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0010.001
Scholarly communication0.0010.000
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 head0.042
GPT teacher head0.323
Teacher spread0.280 · 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

Citations40
Published2019
Admission routes1
Has abstractyes

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