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Record W4321098569 · doi:10.52244/ep.2022.24.09

TRENDS IN THE RECOVERY OF THE TOURISM INDUSTRY (ON THE EXAMPLE OF IMERETI)

2022· article· en· W4321098569 on OpenAlex
Tsitsino Davituliani, Maia Azmaipharashvili

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

VenueEconomic Profile · 2022
Typearticle
Languageen
FieldEconomics, Econometrics and Finance
TopicGlobal Socioeconomic and Political Dynamics
Canadian institutionsnot available
Fundersnot available
KeywordsTourismPandemicQuarter (Canadian coin)Coronavirus disease 2019 (COVID-19)SocioeconomicsBusinessGeographyPeriod (music)Agricultural economicsDemographic economicsEconomic growthEconomicsMedicineDisease

Abstract

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The Coronavirus along with other sectors of the economy, has caused great damage to the tourism sector and related industries. The number of international tourists decreased by 0.7% in February 2020 compared to 2019. The decrease in the number of visitors has affected the restaurant business, airlines, shopping and catering establishments. In 2020 with the period before the pandemic, the number of employees in hotels throughout Georgia decreased by 17 000 people. According to the statistical data the increase was recorded in the 2nd quarter of 2022. The same trends were observed in the research region in particular in Imereti in 2019. In the mentioned sector by 2020, 2536 people were employed and their number decreased to 1725. By 2021 a slight increase was recorded in amount to 1745 people. In 2021, the highest rate of domestic visitors was recorded, both in the country as a whole and in the regions that exceeded the pre-pandemic period. An increase of 34 000 was recorded in Imereti alone, and the increases of 314 000 in the country as a whole. It were caused by broader crossing restrictions. Although, the income from international tourism decreased significantly during the research period, the opposite result was observed in the case of local visitors, the expense within the country increased significantly and reached 226 million GEL, higher than the same period before the pandemic with is 73,5 million GEL. In post-pandemic conditions, tourism and its separate sector are being revitalized, both in Georgia and in the world as a whole. According to the National Tourism Agency the number of visitors to Georgia in 2022 is promising. In March 2022 211 484 visitors arrived, which is 210,6% higher than the previous years and comprises 48,5% of March of 2019. Difficulties arose in the process of renewal of work in the tourism sector of Georgia. Domestic tourism resumed on schedule, but resumption of international travel was delayed. From June 8, 2021, hotels were allowed to resume operations; Intercity transport was restored. The railway resumed operations on June 15. The final phase of the opening of domestic tourism was marked by the resumption of domestic flights from July 24. On July 8, Georgia opened its borders to 5 European countries (Germany, France, Estonia, Lithuania and Latvia). The mutual unconditional opening of the borders with the mentioned countries was caused by the fact that Georgia was included in the list of 15 safe countries for travel published by the European Union on June 30. To date, the flow of passengers in all three international airports of Georgia has almost equaled the period before the pandemic, in particular, according to the data of the 8th month of 2022, Kutaisi airport recorded a 95% recovery of the same period of 2019, Batumi airport - 94%, and Tbilisi airport - 74%. In 2022, the rapid recovery of the tourism sector began everywhere, including Georgia. An accelerated pace of tourism recovery has been observed in our country since May 2022. In the first half of 2019, compared to 2019, a 56.8% increase in tourist visits was recorded, and in June-August, a 78.7% increase. Tourism revenues recovered faster, in particular, in the first half of 2022, 78.3% growth, and 123.6% growth was recorded in July-August, which is explained by the influx of migrants and high inflation. It was observed, which is explained by the influx of migrants and high inflation. At the same time, hotel revenues recovered faster in the regions than in the capital, one of the reasons being the increase in domestic tourism. The pandemic reduced the interest of investors, which slowed down the construction process of medium and large hotels. As a result of the research conducted by JSC Bank of Georgia group "Galt & Taggart", a forecast is made that by the end of 2022, tourism will be fully restored to the pre-pandemic level, and by 2023, a 10% increase will be recorded. In addition, the tourism sector of Georgia should focus on the development of such high-income destinations as - wine, winter. Resort and MICE tourism development (Tourism Review, 2022). Hopefully, the above-mentioned trends will increase the flow of visitors and their spending, not only in the country as a whole, but also in individual regions, including Imereti. Together, everything will contribute to overcoming the economic crisis caused by the pandemic.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.595
Threshold uncertainty score0.995

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
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 science0.0010.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0060.000

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 head0.033
GPT teacher head0.223
Teacher spread0.190 · 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