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Impact of pandemic on development and demography in different continents and nations

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  • Pawan Kumar Singh
  • Alok Kumar Pandey
  • Ravi Kiran
  • Rajiv Kumar Bhatt
  • Anushka Chouhan

Abstract

This study has collected information of 145 countries to predict the effect of cases per million (CPM), tests per million (TPM), and proportion of people aged 65 and above (PAO) on the number of deaths per million DPM at the country and continent level. In addition, it evaluates the economic cost of tests, deaths, COVID‐19 cases in terms of reduction in GDP growth rate across the countries. This paper uses a different econometrics model, including analysis of variance (ANOVA), regression, and multinomial regression model. The robust regression model with M and MM‐estimation was also used due to leverage and residuals in country wise GDP database. A significant difference was found in deaths per million (DPM), TPM, number of COVID‐19 cases (CPM), and percentage of people aged 65 and above (PAO) across continents. The DPM is negatively associated with TPM, and it was relatively more effective in reducing DPM in Africa (0.32%) as compared to Asia (0.25%) and Europe (0.28). The results show that a 1% increase in the elderly population causes a 0.62% increase in DPM in Africa, while it caused a 2.31% increase in Europe. The study will be helpful in ascertaining the impact of these indicators in this pandemic and help in policy formation and decision‐making strategies to fight the COVID19 pandemic.

Suggested Citation

  • Pawan Kumar Singh & Alok Kumar Pandey & Ravi Kiran & Rajiv Kumar Bhatt & Anushka Chouhan, 2023. "Impact of pandemic on development and demography in different continents and nations," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 3119-3131, July.
    • Handle: RePEc:wly:ijfiec:v:28:y:2023:i:3:p:3119-3131
    DOI: 10.1002/ijfe.2586
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    References listed on IDEAS

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    1. Christopher Avery & William Bossert & Adam Clark & Glenn Ellison & Sara Fisher Ellison, 2020. "Policy Implications of Models of the Spread of Coronavirus: Perspectives and Opportunities for Economists," NBER Working Papers 27007, National Bureau of Economic Research, Inc.
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    3. Christopher Avery & William Bossert & Adam Thomas Clark & Glenn Ellison & Sara Ellison, 2020. "Policy Implications of Models of the Spread of Coronavirus: Perspectives and Opportunities for Economists," CESifo Working Paper Series 8293, CESifo.
    4. Hiroyasu Inoue & Yasuyuki Todo, 2020. "The propagation of the economic impact through supply chains: The case of a mega-city lockdown against the spread of COVID-19," Papers 2003.14002, arXiv.org.
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