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Dying together: A convergence analysis of fatalities during COVID-19

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  • Panagiotidis, Theodore
  • Papapanagiotou, Georgios
  • Stengos, Thanasis

Abstract

Governments implemented countermeasures to mitigate the spread of the COVID-19 virus. This had a severe effect on the economy. We examine convergence patterns in the evolution of COVID-19 deaths across countries. We aim to investigate whether countries that implemented different measures managed to limit the number of COVID-19 deaths. We extend the most recent macro-growth convergence methodology to examine convergence of COVID-19 deaths. We combine a long memory stationarity framework with the maximal clique algorithm. This provides a rich and flexible club formation strategy that goes beyond the stationary/non stationary approach adopted in the previous literature. Our results suggest that strict measures (even belated) or an aggressive vaccination scheme can confine the spread of the disease while maintaining the strictness of the measures steady can lead to a burst of the virus. Finally, we observe that fiscal measures did not have an effect on the containment of the virus.

Suggested Citation

  • Panagiotidis, Theodore & Papapanagiotou, Georgios & Stengos, Thanasis, 2023. "Dying together: A convergence analysis of fatalities during COVID-19," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
  • Handle: RePEc:eee:joecas:v:28:y:2023:i:c:s1703494923000270
    DOI: 10.1016/j.jeca.2023.e00315
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    as
    1. Hashem Pesaran, M., 2007. "A pair-wise approach to testing for output and growth convergence," Journal of Econometrics, Elsevier, vol. 138(1), pages 312-355, May.
    2. Dergiades, Theologos & Milas, Costas & Panagiotidis, Theodore, 2022. "Unemployment claims during COVID-19 and economic support measures in the U.S," Economic Modelling, Elsevier, vol. 113(C).
    3. Stengos, Thanasis & Yazgan, M. Ege, 2014. "Persistence In Convergence," Macroeconomic Dynamics, Cambridge University Press, vol. 18(4), pages 753-782, June.
    4. Aliani, Khaoula & Al-kayed, Lama & Boujlil, Rhada, 2022. "COVID-19 effect on Islamic vs. conventional banks’ stock prices: Case of GCC countries," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
    5. Beylunioğlu, Fuat C. & Yazgan, M. Ege & Stengos, Thanasis, 2020. "Detecting Convergence Clubs," Macroeconomic Dynamics, Cambridge University Press, vol. 24(3), pages 629-669, April.
    6. Morrissey, Karyn & Spooner, Fiona & Salter, James & Shaddick, Gavin, 2021. "Area level deprivation and monthly COVID-19 cases: The impact of government policy in England," Social Science & Medicine, Elsevier, vol. 289(C).
    7. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    8. Boubaker, Sabri & Goodell, John W. & Pandey, Dharen Kumar & Kumari, Vineeta, 2022. "Heterogeneous impacts of wars on global equity markets: Evidence from the invasion of Ukraine," Finance Research Letters, Elsevier, vol. 48(C).
    9. Ledesma-Cuenca, Ana & Montañés, Antonio & Simón-Fernández, María Blanca, 2022. "Disparities in premature mortality: Evidence for the OECD countries," Social Science & Medicine, Elsevier, vol. 307(C).
    10. Chortane, Sana Gaied & Pandey, Dharen Kumar, 2022. "Does the Russia-Ukraine war lead to currency asymmetries? A US dollar tale," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
    11. Stengos Thanasis & Yazgan M. Ege, 2014. "Persistence in real exchange rate convergence," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 18(1), pages 73-88, February.
    12. Matos, Paulo & Costa, Antonio & da Silva, Cristiano, 2021. "COVID-19, stock market and sectoral contagion in US: a time-frequency analysis," Research in International Business and Finance, Elsevier, vol. 57(C).
    13. Ludlow, Jorge & Enders, Walter, 2000. "Estimating non-linear ARMA models using Fourier coefficients," International Journal of Forecasting, Elsevier, vol. 16(3), pages 333-347.
    14. Neofytidou, Aliona & Fountas, Stilianos, 2020. "The impact of health on GDP: A panel data investigation," The Journal of Economic Asymmetries, Elsevier, vol. 21(C).
    15. Shehzad, Khurram & Xiaoxing, Liu & Kazouz, Hayfa, 2020. "COVID-19’s disasters are perilous than Global Financial Crisis: A rumor or fact?," Finance Research Letters, Elsevier, vol. 36(C).
    16. Ahmed Bensalma, 2016. "A consistent test for unit root against fractional alternative," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 27(1/2), pages 252-274.
    17. Dharen Kumar Pandey & Rahul Kumar, 2022. "Lockdown, unlock, stock returns, and firm-specific characteristics: the Indian tourism sector during the Covid-19 outbreak," Current Issues in Tourism, Taylor & Francis Journals, vol. 25(7), pages 1026-1032, April.
    18. Gilles Dufrénot & Valérie Mignon & Théo Naccache, 2009. "The slow convergence of per capita income between the developing countries: “growth resistance” and sometimes “growth tragedy”," Discussion Papers 09/03, University of Nottingham, CREDIT.
    19. Theologos Dergiades & Costas Milas & Elias Mossialos & Theodore Panagiotidis, 2022. "Effectiveness of government policies in response to the first COVID-19 outbreak," PLOS Global Public Health, Public Library of Science, vol. 2(4), pages 1-19, April.
    20. Akhtaruzzaman, Md & Boubaker, Sabri & Lucey, Brian M. & Sensoy, Ahmet, 2021. "Is gold a hedge or a safe-haven asset in the COVID–19 crisis?," Economic Modelling, Elsevier, vol. 102(C).
    21. Pandey, Dharen Kumar & Kumari, Vineeta, 2021. "Event study on the reaction of the developed and emerging stock markets to the 2019-nCoV outbreak," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 467-483.
    22. Vuong, Giang Thi Huong & Nguyen, Manh Huu & Huynh, Anh Ngoc Quang, 2022. "Volatility spillovers from the Chinese stock market to the U.S. stock market: The role of the COVID-19 pandemic," The Journal of Economic Asymmetries, Elsevier, vol. 26(C).
    23. Sefa Awaworyi Churchill & John Inekwe & Kris Ivanovski, 2023. "Has the COVID-19 pandemic converged across countries?," Empirical Economics, Springer, vol. 64(5), pages 2027-2052, May.
    24. Sprengholz, Philipp & Siegers, Regina & Goldhahn, Laura & Eitze, Sarah & Betsch, Cornelia, 2021. "Good night: Experimental evidence that nighttime curfews may fuel disease dynamics by increasing contact density," Social Science & Medicine, Elsevier, vol. 286(C).
    25. Ghouse, Ghulam & Bhatti, Muhammad Ishaq & Aslam, Aribah & Ahmad, Nawaz, 2023. "Asymmetric spillover effects of Covid-19 on the performance of the Islamic finance industry: A wave analysis and forecasting," The Journal of Economic Asymmetries, Elsevier, vol. 27(C).
    26. Javier Cifuentes-Faura, 2021. "Analysis of containment measures and economic policies arising from COVID-19 in the European Union," International Review of Applied Economics, Taylor & Francis Journals, vol. 35(2), pages 242-255, March.
    27. Thanasis Stengos & M. Ege Yazgan & Harun Özkan, 2018. "Persistence In Convergence And Club Formation," Bulletin of Economic Research, Wiley Blackwell, vol. 70(2), pages 119-138, April.
    28. Ralf Becker & Walter Enders & Junsoo Lee, 2006. "A Stationarity Test in the Presence of an Unknown Number of Smooth Breaks," Journal of Time Series Analysis, Wiley Blackwell, vol. 27(3), pages 381-409, May.
    29. Gabriel G Katul & Assaad Mrad & Sara Bonetti & Gabriele Manoli & Anthony J Parolari, 2020. "Global convergence of COVID-19 basic reproduction number and estimation from early-time SIR dynamics," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-22, September.
    30. Kumari, Vineeta & Kumar, Gaurav & Pandey, Dharen Kumar, 2023. "Are the European Union stock markets vulnerable to the Russia–Ukraine war?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
    31. Aleksandra Fedajev & Magdalena Radulescu & Ana Gabriela Babucea & Vladimir Mihajlovic & Zahid Yousaf & Raica Milićević, 2022. "Has COVID-19 pandemic crisis changed the EU convergence patterns?," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 2112-2141, December.
    32. Beylunioglu Fuat C. & Stengos Thanasis & Yazgan M. Ege, 2017. "Detecting capital market convergence clubs," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 21(3), pages 1-14, June.
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    More about this item

    Keywords

    Convergence; Convergence clubs; Maximal clique algorithm; Long memory; Pair-wise approach; COVID-19;
    All these keywords.

    JEL classification:

    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • I10 - Health, Education, and Welfare - - Health - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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