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Google Trends As a Method to Predict New COVID-19 Cases and Socio-Psychological Consequences of the Pandemic
A Service of Leibniz-Informationszentrum econstor Wirtschaft Leibniz Information Centre Make Your Publications Visible. zbw for Economics Jurić, Tado Article — Published Version Google Trends as a Method to Predict New COVID-19 Cases and Socio-Psychological Consequences of the Pandemic Athens Journal of Mediterranean Studies Suggested Citation: Jurić, Tado (2021) : Google Trends as a Method to Predict New COVID-19 Cases and Socio-Psychological Consequences of the Pandemic, Athens Journal of Mediterranean Studies, ISSN 2407-9480, Athens Institute for Education and Research, Athens, Vol. 7, Iss. forthcoming, https://www.athensjournals.gr/mediterranean/2021-4210-AJMS-Juric-05.pdf This Version is available at: http://hdl.handle.net/10419/235602 Standard-Nutzungsbedingungen: Terms of use: Die Dokumente auf EconStor dürfen zu eigenen wissenschaftlichen Documents in EconStor may be saved and copied for your Zwecken und zum Privatgebrauch gespeichert und kopiert werden. personal and scholarly purposes. Sie dürfen die Dokumente nicht für öffentliche oder kommerzielle You are not to copy documents for public or commercial Zwecke vervielfältigen, öffentlich ausstellen, öffentlich zugänglich purposes, to exhibit the documents publicly, to make them machen, vertreiben oder anderweitig nutzen. publicly available on the internet, or to distribute or otherwise use the documents in public. Sofern die Verfasser die Dokumente unter Open-Content-Lizenzen (insbesondere CC-Lizenzen) zur Verfügung gestellt haben sollten, If the documents have been made available -
Google Trends As a Method to Predict New COVID-19 Cases and Socio-Psychological Consequences of the Pandemic
Athens Journal of Mediterranean Studies 2021, 7: 1-25 https://doi.org/10.30958/ajms.X-Y-Z Google Trends as a Method to Predict New COVID-19 Cases and Socio-Psychological Consequences of the Pandemic By Tado Jurić* Understanding how people react to the COVID-19 crisis, and what the consequences are of the COVID-19 pandemic is key to enable public health and other agencies to develop optimal intervention strategies. Because the timely identification of new cases of infection has proven to be the key to timely respond to the spread of infection within a particular region, we have developed a method that can detect and predict the emergence of new cases of COVID-19 at an early stage. Further, this method can give useful insights into a family’s life during the pandemic and give the prediction of birth rates. The basic methodological concept of our approach is to monitor the digital trace of language searches with the Google Trends analytical tool (GT). We divided the keyword frequency for selected words giving us a search frequency index and then compared searches with official statistics to prove the significations of results. 1) Google Trends tools are suitable for predicting the emergence of new COVID-19 cases in Croatia. The data collected by this method correlate with official data. In Croatia search activities using GT for terms such as “PCR +COVID”, and symptoms “cough + corona”, “pneumonia + corona”; “muscle pain + corona” correlate strongly with officially reported cases of the disease. 2) The method also shows effects on family life, increase in stress, and domestic violence. -
Foreign Language Teaching During Covid-19 Pandemic in Croatia T
FOREIGN LANGUAGE TEACHING DURING COVID-19 PANDEMIC IN CROATIA T. Baksa, J. Škoda, Lj. Luić University North (CROATIA) Abstract Due to COVID-19 pandemic teachers in Croatia went from face-to-face to remote learning within a week in March 2020. At the Beginning teachers questioned methodology of ICT usage and dealt with many other dilemmas. The schools in Croatia Began with asynchronous teaching methods using Moodle Based platforms such as Loomen, But also Yammer, MS Teams and Google Classroom, which were mostly used [1]. As the time passed, more and more educators started using Zoom as a platform for remote learning, especially foreign language teachers. From March 2020 till March 2021 teachers in Croatia went on and off remote and face-to face teaching, according to the situation with the pandemics. The aim of this research was to see how foreign language teachers (German and English) in Croatian middle schools (working with 14-19 years old students) managed the changes from face-to-face and remote teaching and vice versa, according to the changes of crisis management in Croatia, and ever changing decisions working online or in person at school. In this survey teachers and students were asked about their experience with remote teaching and learning, and switching from one model to the other. This research addressed how the teaching / learning methods changed in a year, and how the teachers and students assess the learning outcomes and knowledge they got during remote learning / teaching. The students and teachers also assessed synchronous and asynchronous learning and teaching, and ICT tools used in remote teaching. -
Socio-Psychological Consequences of the COVID-19 Pandemic in Croatia
2021-4210-AJMS – 24 APR 2021 1 Socio-psychological Consequences of the COVID-19 2 Pandemic in Croatia - Insights into Digital 3 Demographics 4 5 Understanding how people react to the COVID-19 crisis, and which are the 6 consequences of the COVID-19 pandemic on the family‟s life is key to 7 enable public health and other agencies to develop optimal intervention 8 strategies. We gained these insights by using Google Trends (GT). Because 9 the timely identification of new cases of infection has proven to be the key to 10 timely response to the spread of infection within a particular region and the 11 families themselves, we have developed a method that can detect and predict 12 the emergence of new cases of COVID-19 at an early stage. In countries like 13 Croatia which are characterized by a higher share of intergenerational co- 14 residence and contacts among generations with the early detection of the 15 spread of the virus in certain parts of the country, measures such as closing 16 cafes, clubs, switching to online classes, etc. can be introduced quickly to 17 take preventive action. Further, this method can give useful insights into a 18 family‟s life during the pandemic and give the prediction of birth rates. 19 Results: 1.) Google Trends tools are suitable for predicting the emergence 20 of new COVID-19 cases in Croatia. The data collected by this method 21 correlate with official data. In Croatia search activities using GT for terms 22 such as „„PCR +COVID”, and symptoms "cough + corona", “pneumonia + 23 corona”; “muscle pain + corona” correlate strongly with officially reported 24 cases of the disease. -
Investigating the Impacts of Earthquakes on Ethnic and Religious Groups: Bucharest, Romania
Investigating the Impacts of Earthquakes on Ethnic and Religious Groups: Bucharest, Romania Eli Benevedes Owen Lally Hung-En Li Abigail Perlee Eileen Piombino Investigating the Impacts of Earthquakes on Ethnic and Religious Groups: Bucharest, Romania An Interactive Qualifying Project Report Submitted to: The Faculty of Worcester Polytechnic Institute in partial fulfilment of the Bachelor of Science Degree Submitted by: Eli Benevedes Owen Lally Hung-En Li Abigail Perlee Eileen Piombino Date Submitted: May 13, 2021 Report Submitted to: Professors Robert E. Kinicki and Melissa Butler Worcester Polytechnic Institute This report represents the work of one or more WPI undergraduate students submitted to the faculty as evidence of completion of a degree requirement. WPI routinely publishes these reports on the web without editorial or peer review. For more information about the projects program at WPI, see http://www.wpi.edu/Academics/Projects ii Abstract Bucharest, the capital of Romania, experiences a major earthquake every 30-80 years, with the most recent in 1977. Through archival research and interviews with earthquake survivors and experts from Romania, Croatia, Albania, and the United States, this project aimed to explore correlations between social identity and earthquake preparedness in Bucharest. Our results indicate that Bucharest is extremely vulnerable in comparison to other countries. Interviews revealed limitations of Bucharest’s earthquake preparedness, specifically the government's lack of building assessment and citizens’ deep-rooted mistrust due to communist era policies. Despite these challenges to preparedness, NGOs have begun to make progress to improve citizens’ awareness and Bucharest’s disaster response efforts. iii Executive Summary Introduction and Background Since 1990, earthquakes have claimed an average of 27,000 lives worldwide each year (Guha-Sapir, 2011). -
Issue 8.1 of the CEE Legal Matters Magazine
PRELIMINARY MATTERS FEBRUARY 2021 Year 8, Issue 1 CEE FEBRUARY 2021 Legal Matters In-Depth Analysis of the News and Newsmakers That Shape Europe’s Emerging Legal Markets Across the Wire: Deals and Cases in CEE Featured Deals On the Move: New Firms and Practices The Buzz in CEE Special Article: Meaning of M&A in CEE An Unusual Year in Review: Our Annual Expert Round Table 1 CEE LEGAL MATTERS 2020 CEE Deals of the Year: Submissions and Shortlist Panels FEBRUARYDEALER’S 2021 CHOICE LAW FIRM SUMMITPRELIMINARY MATTERS & 2021 CEE DEAL OF THE YEAR AWARDS SAVE THE DATE JUNE 3, 2021, LONDON DEALER’S CHOICE CO-HOSTED BY: SPONSORED BY: REGIONAL SPONSOR BULGARIA SPONSOR CROATIA SPONSOR HUNGARY SPONSOR POLAND SPONSOR ROMANIA SPONSOR TURKEY SPONSOR UKRAINE SPONSOR 2 CEE LEGAL MATTERS PRELIMINARY MATTERS FEBRUARY 2021 EDITORIAL: DOTY AWARDS – BUILDING A BETTER CEE By David Stuckey In the summer of 2000 I was a summer associate in the liti- tions to complex project financing, and gation practice of an international law firm in Seattle, enjoy- everything in between, they were all about ing the largesse that BigLaw bequeathed on future worker deals. Each of those submissions was about bees in the form of trips to wineries, lunches at fancy building something. Perhaps something restaurants, tickets to baseball games, and all the other treats made of brick and mortar – a new factory, they would make available in the hope that we would decide or a new wind farm – or perhaps the basis to join them full time after our final year of law school.