FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4302283318> ?p ?o ?g. }

• W4302283318 abstract "Objectives: Real-time data analysis during a pandemic is crucial. This paper aims to introduce a novel interactive tool called Covid-Predictor-Tracker using several sources of COVID-19 data, which allows examining developments over time and across countries. Exemplified here by investigating relative effects of vaccination to non-pharmaceutical interventions on COVID-19 spread. Methods: We combine >100 indicators from the Global COVID-19 Trends and Impact Survey, Johns Hopkins University, Our World in Data, European Centre for Disease Prevention and Control, National Centers for Environmental Information, and Eurostat using random forests, hierarchical clustering, and rank correlation to predict COVID-19 cases. Results: Between 2/2020 and 1/2022, we found among the non-pharmaceutical interventions mask usage to have strong effects after the percentage of people vaccinated at least once, followed by country-specific measures such as lock-downs. Countries with similar characteristics share ranks of infection predictors. Gender and age distribution, healthcare expenditures and cultural participation interact with restriction measures. Conclusion: Including time-aware machine learning models in COVID-19 infection dashboards allows to disentangle and rank predictors of COVID-19 cases per country to support policy evaluation. Our open-source tool can be updated daily with continuous data streams, and expanded as the pandemic evolves." @default.
• W4302283318 created "2022-10-06" @default.
• W4302283318 creator A5023194964 @default.
• W4302283318 creator A5038390320 @default.
• W4302283318 creator A5066045658 @default.
• W4302283318 date "2022-10-06" @default.
• W4302283318 modified "2023-09-26" @default.
• W4302283318 title "Real-Time Analysis of Predictors of COVID-19 Infection Spread in Countries in the European Union Through a New Tool" @default.
• W4302283318 cites W1875061881 @default.
• W4302283318 cites W2066296745 @default.
• W4302283318 cites W2087163155 @default.
• W4302283318 cites W2132314077 @default.
• W4302283318 cites W2911964244 @default.
• W4302283318 cites W2995098893 @default.
• W4302283318 cites W3002539152 @default.
• W4302283318 cites W3004826915 @default.
• W4302283318 cites W3008443627 @default.
• W4302283318 cites W3020693885 @default.
• W4302283318 cites W3023190093 @default.
• W4302283318 cites W3025378282 @default.
• W4302283318 cites W3033094519 @default.
• W4302283318 cites W3035301778 @default.
• W4302283318 cites W3043066517 @default.
• W4302283318 cites W3048699616 @default.
• W4302283318 cites W3049647325 @default.
• W4302283318 cites W3067119061 @default.
• W4302283318 cites W3089876310 @default.
• W4302283318 cites W3091439976 @default.
• W4302283318 cites W3106076204 @default.
• W4302283318 cites W3106127991 @default.
• W4302283318 cites W3112944732 @default.
• W4302283318 cites W3119147736 @default.
• W4302283318 cites W3121452939 @default.
• W4302283318 cites W3127270465 @default.
• W4302283318 cites W3128541675 @default.
• W4302283318 cites W3143542984 @default.
• W4302283318 cites W3152994598 @default.
• W4302283318 cites W3154757366 @default.
• W4302283318 cites W3158276912 @default.
• W4302283318 cites W3166766123 @default.
• W4302283318 cites W3183144805 @default.
• W4302283318 cites W3199165077 @default.
• W4302283318 cites W3201866125 @default.
• W4302283318 cites W3210420974 @default.
• W4302283318 cites W3212693288 @default.
• W4302283318 cites W3213093053 @default.
• W4302283318 cites W4200438203 @default.
• W4302283318 cites W4212834274 @default.
• W4302283318 cites W4212909007 @default.
• W4302283318 cites W4213287478 @default.
• W4302283318 cites W4214858710 @default.
• W4302283318 cites W4292402161 @default.
• W4302283318 cites W88719000 @default.
• W4302283318 doi "https://doi.org/10.3389/ijph.2022.1604974" @default.
• W4302283318 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36275432" @default.
• W4302283318 hasPublicationYear "2022" @default.
• W4302283318 type Work @default.
• W4302283318 citedByCount "1" @default.
• W4302283318 countsByYear W43022833182023 @default.
• W4302283318 crossrefType "journal-article" @default.
• W4302283318 hasAuthorship W4302283318A5023194964 @default.
• W4302283318 hasAuthorship W4302283318A5038390320 @default.
• W4302283318 hasAuthorship W4302283318A5066045658 @default.
• W4302283318 hasBestOaLocation W43022833181 @default.
• W4302283318 hasConcept C105639569 @default.
• W4302283318 hasConcept C118552586 @default.
• W4302283318 hasConcept C138816342 @default.
• W4302283318 hasConcept C142724271 @default.
• W4302283318 hasConcept C144133560 @default.
• W4302283318 hasConcept C159110408 @default.
• W4302283318 hasConcept C27415008 @default.
• W4302283318 hasConcept C2779134260 @default.
• W4302283318 hasConcept C2910001868 @default.
• W4302283318 hasConcept C3008058167 @default.
• W4302283318 hasConcept C524204448 @default.
• W4302283318 hasConcept C71924100 @default.
• W4302283318 hasConcept C89623803 @default.
• W4302283318 hasConcept C99454951 @default.
• W4302283318 hasConceptScore W4302283318C105639569 @default.
• W4302283318 hasConceptScore W4302283318C118552586 @default.
• W4302283318 hasConceptScore W4302283318C138816342 @default.
• W4302283318 hasConceptScore W4302283318C142724271 @default.
• W4302283318 hasConceptScore W4302283318C144133560 @default.
• W4302283318 hasConceptScore W4302283318C159110408 @default.
• W4302283318 hasConceptScore W4302283318C27415008 @default.
• W4302283318 hasConceptScore W4302283318C2779134260 @default.
• W4302283318 hasConceptScore W4302283318C2910001868 @default.
• W4302283318 hasConceptScore W4302283318C3008058167 @default.
• W4302283318 hasConceptScore W4302283318C524204448 @default.
• W4302283318 hasConceptScore W4302283318C71924100 @default.
• W4302283318 hasConceptScore W4302283318C89623803 @default.
• W4302283318 hasConceptScore W4302283318C99454951 @default.
• W4302283318 hasLocation W43022833181 @default.
• W4302283318 hasLocation W43022833182 @default.
• W4302283318 hasLocation W43022833183 @default.
• W4302283318 hasLocation W43022833184 @default.
• W4302283318 hasOpenAccess W4302283318 @default.
• W4302283318 hasPrimaryLocation W43022833181 @default.
• W4302283318 hasRelatedWork W2139290821 @default.
• W4302283318 hasRelatedWork W3032320397 @default.

• next