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A study of the degree of customer satisfaction with hotel services during COVID

2021· article· en· W4200296259 on OpenAlex
Ж. С. Рахимбекова, Tatyana B. Klimova, O. M. Zaluchyonova, Anastassiya Lipovka

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.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
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

VenueBulletin of Turan University · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicDiverse Aspects of Tourism Research
Canadian institutionsnot available
Fundersnot available
KeywordsBusinessMarketingTourismTRIPS architectureRecreationQuality (philosophy)Quarter (Canadian coin)Service (business)Service qualityPopulationCustomer satisfactionAccommodationGeographyEnvironmental healthMedicinePsychologyEngineering

Abstract

fetched live from OpenAlex

The purpose of the article is to develop proposals to increase the degree of satisfaction of hotel services consumers during COVID among residents of Kazakhstan and Russia. The article examines the issues of service, service, cost and quality of services of hotel enterprises, including measures to counteract coronavirus infection. Marketing research was conducted in the third quarter of 2021, the methodology for determining the degree of satisfaction consisted of six stages. The research results have shown that, despite the existing mobility restrictions in the studied countries, the economically active population feels the need for attractive emotions, rest, and a change of scenery. The survey data showed that the epidemiological situation in the examined countries impacted tourist trips over the past year and a half. The respondents noted the need to comply with health safety measures. The choice of recreation and accommodation facilities was influenced by the cost of PCR analysis, especially for families traveling with children, and the availability of a vaccination passport. Also, in the conditions of COVID, the choice of consumers was made in favor of personal vehicles. This period has increased the demand for domestic tourism facilities. However, most previous consumers’ requirements for services have remained the same – for quality of service, cost, and friendly attitude. The respondents attributed to the key factors: hotel location, clean rooms, and quality of food. 85% of respondents are satisfied with the hotel services and measures of safe stay. Conclusions and recommendations based on the study findings can be applied by the enterprises providing hotel and catering services.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.143
Threshold uncertainty score0.993

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.029
GPT teacher head0.256
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