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Record W3036977048 · doi:10.5430/jbar.v9n1p33

Factors Enhancing Member Commitment to Trade Unions in the Hospitality Industry in Zimbabwe

2020· article· en· W3036977048 on OpenAlex
Farai Ncube

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.

venuePublished in a venue whose home country is Canada.
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 Business Administration Research · 2020
Typearticle
Languageen
FieldSocial Sciences
TopicLabor Movements and Unions
Canadian institutionsnot available
Fundersnot available
KeywordsVanguardTrade unionLikert scaleBusinessHospitality industryPublic relationsMarketingEconomicsPolitical scienceInternational tradeLawPsychology

Abstract

fetched live from OpenAlex

Trade unions in the hospitality industry have long served an important and vital role, acting as the vanguard to protect the worker’s rights and their financial livelihood, hence stressing their importance. Their future however remains hanging in balance as they continue to face an array of challenges and changes threatening their existence. In this paper the researcher attempt to respond to the question on, ‘why would individuals choose to be loyal and committed to trade unions?’ Finding through a 5 point likert scale administered on 227 members belonging to the Zimbabwe Catering and Hotel workers Union (ZCHWU) and interviews conducted with 18 union officials reveals that commitment is determined by the ability of the union to satisfy member expectations. Findings reveals that member commitment manifest itself through individual’s strong desire to remain a member of the union; willingness to exert high effort on behalf of the union as well as belief in the union goals and leadership. The study concludes that the unions’ ability to satisfy and meet its member’s expectation contributes to trade union commitment.

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)0.003
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 score0.463
Threshold uncertainty score0.804

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.002
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.256
GPT teacher head0.458
Teacher spread0.203 · 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