FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4302007483> ?p ?o ?g. }

• W4302007483 endingPage "32" @default.
• W4302007483 startingPage "20" @default.
• W4302007483 abstract "The COVID-19 pandemic has become a challenge to public health systems worldwide. As of June 2022, more than 545 million cases have been registered worldwide, more than 6.34 million of which have died. The gratuitous and bloody war launched by Russia in Ukraine has affected the public health system, including disruptions to COVID-19 vaccination plans. The use of simulation models to estimate the necessary coverage of COVID-19 vaccination in Ukraine will make it possible to rapidly change the policy to combat the pandemic in the wartime. This study aims to develop a COVID-19 vaccination model in Ukraine and to study the impact of war on this process. The study is multidisciplinary and includes a sociological study of the attitude of the population of Ukraine toward COVID-19 vaccination before the escalation of the war, the modeling of the vaccine campaign, forecasting the required number of doses administered after the start of the war, epidemiological analysis of the simulation results. This research targeted the COVID-19 epidemic process during the war. The research subjects are the methods and models of epidemic process simulation based on statistical machine learning. Sociological analysis methods were applied to achieve this goal, and an ARIMA model was developed to assess COVID-19 vaccination coverage As a result of the study, the population of Ukraine was clustered in attitude to COVID-19 vaccination. As a result of a sociological study of 437 donors and 797 medical workers, four classes were distinguished: supporters, loyalists, conformists, and skeptics. An ARIMA model was built to simulate the daily coverage of COVID-19 vaccinations. A retrospective forecast verified the model's accuracy for the period 01/25/22 - 02/23/22 in Ukraine. The forecast accuracy for 30 days was 98.79%. The model was applied to estimate the required vaccination coverage in Ukraine for the period 02/24/22 – 03/25/22. Conclusions. A multidisciplinary study made it possible to assess the adherence of the population of Ukraine to COVID-19 vaccination and develop an ARIMA model to assess the necessary COVID-19 vaccination coverage in Ukraine. The model developed is highly accurate and can be used by public health agencies to adjust vaccine policies in wartime. Given the barriers to vaccination acceptance, despite the hostilities, it is necessary to continue to perform awareness-raising work in the media, covering not only the events of the war but also setting the population on the need to receive the first and second doses of the COVID-19 vaccine for previously unvaccinated people, and a booster dose for those who have previously received two doses of the vaccine, involving opinion leaders in such works." @default.
• W4302007483 created "2022-10-06" @default.
• W4302007483 creator A5002972831 @default.
• W4302007483 creator A5044297005 @default.
• W4302007483 creator A5047596586 @default.
• W4302007483 creator A5068428271 @default.
• W4302007483 creator A5073748180 @default.
• W4302007483 creator A5080647744 @default.
• W4302007483 date "2022-10-04" @default.
• W4302007483 modified "2023-09-30" @default.
• W4302007483 title "Barriers of COVID-19 vaccination in Ukraine during the war: the simulation study using ARIMA model" @default.
• W4302007483 doi "https://doi.org/10.32620/reks.2022.3.02" @default.
• W4302007483 hasPublicationYear "2022" @default.
• W4302007483 type Work @default.
• W4302007483 citedByCount "0" @default.
• W4302007483 crossrefType "journal-article" @default.
• W4302007483 hasAuthorship W4302007483A5002972831 @default.
• W4302007483 hasAuthorship W4302007483A5044297005 @default.
• W4302007483 hasAuthorship W4302007483A5047596586 @default.
• W4302007483 hasAuthorship W4302007483A5068428271 @default.
• W4302007483 hasAuthorship W4302007483A5073748180 @default.
• W4302007483 hasAuthorship W4302007483A5080647744 @default.
• W4302007483 hasBestOaLocation W43020074831 @default.
• W4302007483 hasConcept C105795698 @default.
• W4302007483 hasConcept C138816342 @default.
• W4302007483 hasConcept C142724271 @default.
• W4302007483 hasConcept C144024400 @default.
• W4302007483 hasConcept C149923435 @default.
• W4302007483 hasConcept C151406439 @default.
• W4302007483 hasConcept C159047783 @default.
• W4302007483 hasConcept C159110408 @default.
• W4302007483 hasConcept C162324750 @default.
• W4302007483 hasConcept C17744445 @default.
• W4302007483 hasConcept C22070199 @default.
• W4302007483 hasConcept C24338571 @default.
• W4302007483 hasConcept C2779134260 @default.
• W4302007483 hasConcept C2908647359 @default.
• W4302007483 hasConcept C3008058167 @default.
• W4302007483 hasConcept C33923547 @default.
• W4302007483 hasConcept C47768531 @default.
• W4302007483 hasConcept C50522688 @default.
• W4302007483 hasConcept C524204448 @default.
• W4302007483 hasConcept C71924100 @default.
• W4302007483 hasConcept C89623803 @default.
• W4302007483 hasConcept C99454951 @default.
• W4302007483 hasConceptScore W4302007483C105795698 @default.
• W4302007483 hasConceptScore W4302007483C138816342 @default.
• W4302007483 hasConceptScore W4302007483C142724271 @default.
• W4302007483 hasConceptScore W4302007483C144024400 @default.
• W4302007483 hasConceptScore W4302007483C149923435 @default.
• W4302007483 hasConceptScore W4302007483C151406439 @default.
• W4302007483 hasConceptScore W4302007483C159047783 @default.
• W4302007483 hasConceptScore W4302007483C159110408 @default.
• W4302007483 hasConceptScore W4302007483C162324750 @default.
• W4302007483 hasConceptScore W4302007483C17744445 @default.
• W4302007483 hasConceptScore W4302007483C22070199 @default.
• W4302007483 hasConceptScore W4302007483C24338571 @default.
• W4302007483 hasConceptScore W4302007483C2779134260 @default.
• W4302007483 hasConceptScore W4302007483C2908647359 @default.
• W4302007483 hasConceptScore W4302007483C3008058167 @default.
• W4302007483 hasConceptScore W4302007483C33923547 @default.
• W4302007483 hasConceptScore W4302007483C47768531 @default.
• W4302007483 hasConceptScore W4302007483C50522688 @default.
• W4302007483 hasConceptScore W4302007483C524204448 @default.
• W4302007483 hasConceptScore W4302007483C71924100 @default.
• W4302007483 hasConceptScore W4302007483C89623803 @default.
• W4302007483 hasConceptScore W4302007483C99454951 @default.
• W4302007483 hasIssue "3" @default.
• W4302007483 hasLocation W43020074831 @default.
• W4302007483 hasLocation W43020074832 @default.
• W4302007483 hasOpenAccess W4302007483 @default.
• W4302007483 hasPrimaryLocation W43020074831 @default.
• W4302007483 hasRelatedWork W2087112692 @default.
• W4302007483 hasRelatedWork W2748952813 @default.
• W4302007483 hasRelatedWork W2766663617 @default.
• W4302007483 hasRelatedWork W2899084033 @default.
• W4302007483 hasRelatedWork W3119540162 @default.
• W4302007483 hasRelatedWork W3152606407 @default.
• W4302007483 hasRelatedWork W3152916563 @default.
• W4302007483 hasRelatedWork W4313474620 @default.
• W4302007483 hasRelatedWork W4381942459 @default.
• W4302007483 hasRelatedWork W2296429053 @default.
• W4302007483 isParatext "false" @default.
• W4302007483 isRetracted "false" @default.
• W4302007483 workType "article" @default.