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Comparing Countries On COVID-19 Government Measures

Published: 18 October 2023 Publication History

Abstract

From January 2020 onward, many countries around the world adopted government measures with the purpose of restricting the COVID-19 pandemic. In this paper, we initially estimate whether the Greek government was taking measures in relation to the COVID-19 positive test rate and at what distance of days, using the cross-correlation method. For some selected European countries (Cyprus, France, Greece, Ireland, Malta and Norway), we first estimate their correlations with regard to their government measures to see how similarly they reacted to the tightening and the relaxing of measures and, secondly, we estimate at which distance of days their measures had the highest cross-correlation. The Greek government’s measures showed a high correlation with the COVID-19 positive test rate, at a distance of +13 days. This behavior is explained by the fixed weekly-based reassessment of the COVID-19 situation in that country. Mediterranean countries were found to demonstrate similar behavior, a finding we attribute to the fact that their economies are mainly driven by the tourist sector.

References

[1]
A Adams-Prassl, T Boneva, M Golin, and C Rauh. 2020. The impact of the Coronavirus lockdown on mental health: Evidence from the US.
[2]
Nurwahyu Alamsyah and Yu-Qian Zhu. 2022. We shall endure: Exploring the impact of government information quality and partisanship on citizens’ well-being during the COVID-19 pandemic. Gov. Inf. Q. 39, 1 (2022), 101646. https://doi.org/10.1016/j.giq.2021.101646
[3]
Nursah Alkan and Cengiz Kahraman. 2021. Evaluation of government strategies against COVID-19 pandemic using q-rung orthopair fuzzy TOPSIS method. Appl. Soft Comput. 110 (2021), 107653. https://doi.org/10.1016/j.asoc.2021.107653
[4]
Layla S. Araiinejad, Yuexin Li, Jacqueline R. Carlton, and Jingyi Zheng. 2020. Assessing the Impact of Government Interventions on the Spread of COVID-19 with Dynamic Epidemic Models: A case study of Texas. In IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2020, Virtual Event, South Korea, December 16-19, 2020, Taesung Park, Young-Rae Cho, Xiaohua Hu, Illhoi Yoo, Hyun Goo Woo, Jianxin Wang, Julio C. Facelli, Seungyoon Nam, and Mingon Kang (Eds.). IEEE, 2274–2281. https://doi.org/10.1109/BIBM49941.2020.9313591
[5]
Damien Bol, Marco Giani, André Blais, and Peter John Loewen. 2020. The effect of COVID-19 lockdowns on political support: Some good news for democracy?European Journal of Political Research 60, 2 (05 2020), 497–505. https://doi.org/10.1111/1475-6765.12401
[6]
covid19.gov.gr. 2022. Daily Overview | CoVid19.gov.gr. https://covid19.gov.gr/covid19-live-analytics. (Accessed on 05/20/2022).
[7]
Alexander Haberling, Jakob Laurisch, and Jörn Altmann. 2020. South Korea as the Role Model for Covid-19 Policies? An Analysis of the Effect of Government Policies on Infection Chain Structures. In Economics of Grids, Clouds, Systems, and Services - 17th International Conference, GECON 2020, Izola, Slovenia, September 15-17, 2020, Revised Selected Papers(Lecture Notes in Computer Science, Vol. 12441), Karim Djemame, Jörn Altmann, José Ángel Bañares, Orna Agmon Ben-Yehuda, Vlado Stankovski, and Bruno Tuffin (Eds.). Springer, 104–114. https://doi.org/10.1007/978-3-030-63058-4_10
[8]
Alexandros Kyriakidis and Ioannis Papadopoulos. 2020. Observatory of government restrictive measures for the COVID-19 pandemic (GovRM-COVID19), Center for Research on Democracy and Law (University of Macedonia, Greece). https://en.kedid.org/research/programs/govrm-covid19/. (Accessed on 05/20/2022).
[9]
Luis Miralles-Pechuán, Fernando Jiménez, Hiram Ponce, and Lourdes Martínez-Villaseñor. 2020. A Methodology Based on Deep Q-Learning/Genetic Algorithms for Optimizing COVID-19 Pandemic Government Actions. In CIKM ’20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020, Mathieu d’Aquin, Stefan Dietze, Claudia Hauff, Edward Curry, and Philippe Cudré-Mauroux (Eds.). ACM, 1135–1144. https://doi.org/10.1145/3340531.3412179
[10]
Ritwik Nigam, Kanvi Pandya, Alvarinho J. Luis, Raja Sengupta, and Mahender Kotha. 2021. Positive effects of COVID-19 lockdown on air quality of industrial cities (Ankleshwar and Vapi) of Western India. Scientific Reports 11, 1 (02 2021). https://doi.org/10.1038/s41598-021-83393-9
[11]
Kohei Nishi. 2021. The impact of increasing COVID-19 cases/deaths on the number of uncivil tweets directed at governments. CoRR abs/2107.10041 (2021). arXiv:2107.10041https://arxiv.org/abs/2107.10041
[12]
OurWorldInData. 2022. The share of COVID-19 tests that are positive, May 19, 2022. https://ourworldindata.org/grapher/positive-rate-daily-smoothed. (Accessed on 05/20/2022).
[13]
Md. Mokhlesur Rahman, Kamal Chandra Paul, Md. Amjad Hossain, G. G. Md. Nawaz Ali, Md. Shahinoor Rahman, and Jean-Claude Thill. 2021. Machine Learning on the COVID-19 Pandemic, Human Mobility and Air Quality: A Review. IEEE Access 9 (2021), 72420–72450. https://doi.org/10.1109/access.2021.3079121
[14]
Karoline Schnaider, Stefano Schiavetto, Florian Meier, Barbara Wasson, Benjamin Brink Allsopp, and Daniel Spikol. 2020. Governmental Response to the COVID-19 Pandemic - A Quantitative Ethnographic Comparison of Public Health Authorities’ Communication in Denmark, Norway, and Sweden. In Advances in Quantitative Ethnography - Second International Conference, ICQE 2020, Malibu, CA, USA, February 1-3, 2021, Proceedings(Communications in Computer and Information Science, Vol. 1312), Andrew R. Ruis and Seung B. Lee (Eds.). Springer, 406–421. https://doi.org/10.1007/978-3-030-67788-6_28
[15]
Statista. 2020. Travel and tourism: share of GDP by country EU 2020 | Statista. https://www.statista.com/statistics/1228395/travel-and-tourism-share-of-gdp-in-the-eu-by-country/. (Accessed on 05/20/2022).
[16]
Davide Tosi and Marco Chiappa. 2021. Understanding the Geographical Spread of COVID-19 in Relation with Goods Regional Routes and Governmental Decrees: The Lombardy Region Case Study. SN Comput. Sci. 2, 3 (2021), 203. https://doi.org/10.1007/s42979-021-00597-6
[17]
Tien V Tran, Hoang C Nguyen, Linh V Pham, Minh H Nguyen, Huu Cong Nguyen, Tung H Ha, Dung T Phan, Hung K Dao, Phuoc B Nguyen, Manh V Trinh, Thinh V Do, Hung Q Nguyen, Thao T P Nguyen, Nhan P T Nguyen, Cuong Q Tran, Khanh V Tran, Trang T Duong, Hai X Pham, Lam V Nguyen, Tam T Vo, Binh N Do, Thai H Duong, Minh Khue Pham, Thu T M Pham, Kien Trung Nguyen, Shwu-Huey Yang, Jane C J Chao, and Tuyen Van Duong. 2020. Impacts and interactions of COVID-19 response involvement, health-related behaviours, health literacy on anxiety, depression and health-related quality of life among healthcare workers: a cross-sectional study. BMJ Open 10, 12 (12 2020), e041394. https://doi.org/10.1136/bmjopen-2020-041394
[18]
Parag Verma, Ankur Dumka, Anuj Bhardwaj, Alaknanda Ashok, Mukesh Chandra Kestwal, and Praveen Kumar. 2021. A Statistical Analysis of Impact of COVID19 on the Global Economy and Stock Index Returns. SN Computer Science 2, 1 (01 2021). https://doi.org/10.1007/s42979-020-00410-w
[19]
Shihan Wang, Marijn Schraagen, Erik Tjong Kim Sang, and Mehdi Dastani. 2020. Public Sentiment on Governmental COVID-19 Measures in Dutch Social Media. In Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, Karin Verspoor, Kevin Bretonnel Cohen, Michael Conway, Berry de Bruijn, Mark Dredze, Rada Mihalcea, and Byron C. Wallace (Eds.). Association for Computational Linguistics. https://doi.org/10.18653/v1/2020.nlpcovid19-2.17
[20]
WHO/Europe. 2022. WHO/Europe Coronavirus disease (COVID-19) outbreak - WHO announces COVID-19 outbreak a pandemic. https://www.euro.who.int/en/health-topics/health-emergencies/coronavirus-covid-19/news/news/2020/3/who-announces-covid-19-outbreak-a-pandemic. (Accessed on 05/20/2022).
[21]
WHO/Europe. 2022. WHO/Europe Health emergencies - 2019-nCoV outbreak: first cases confirmed in Europe. https://www.euro.who.int/en/health-topics/health-emergencies/pages/news/news/2020/01/2019-ncov-outbreak-first-cases-confirmed-in-europe. (Accessed on 05/20/2022).
[22]
Peng Zhou, Xing-Lou Yang, Xian-Guang Wang, Ben Hu, Lei Zhang, Wei Zhang, Hao-Rui Si, Yan Zhu, Bei Li, Chao-Lin Huang, Hui-Dong Chen, Jing Chen, Yun Luo, Hua Guo, Ren-Di Jiang, Mei-Qin Liu, Ying Chen, Xu-Rui Shen, Xi Wang, Xiao-Shuang Zheng, Kai Zhao, Quan-Jiao Chen, Fei Deng, Lin-Lin Liu, Bing Yan, Fa-Xian Zhan, Yan-Yi Wang, Geng-Fu Xiao, and Zheng-Li Shi. 2020. A pneumonia outbreak associated with a new coronavirus of probable bat origin. Nature 579, 7798 (02 2020), 270–273. https://doi.org/10.1038/s41586-020-2012-7

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    ICMHI '23: Proceedings of the 2023 7th International Conference on Medical and Health Informatics
    May 2023
    386 pages
    ISBN:9798400700712
    DOI:10.1145/3608298
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than the author(s) must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected].

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    Published: 18 October 2023

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    Author Tags

    1. COVID-19 positive test rate
    2. COVID-19 related government measures
    3. correlation
    4. cross-correlation

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