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Life Expectancy During the Covid-19 Pandemic: A Semi-Parametric Difference-in-Differences Analysis

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  • Polemis, Michael
  • Stengos, Thanasis

Abstract

The scope of this note is to investigate the causal effects of the COVID-19 pandemic on life expectancy over a sample of 47 countries split into two groups. The first one includes countries that have adopted general lockdown measures (treatment group), while the second one consists of countries that have imposed social distancing measures other than a national lockdown (control group). The investigated period starts from the first confirmed European case back (25.01.2020) until 28.07.2020 and covers the first wave of the pandemic for the sample countries. The empirical results based on a Semi-Parametric Difference-in-Differences framework, suggest a decline in life expectancy at birth estimated to 1.38 years on average even though the countries who did implement the lockdown measures were motivated and willing to do so. However, the decrease in life expectancy would have been double (2.9 years) in the absence of such willingness to adopt the policy. Lastly, the findings support the argument that national lockdown would be an effective policy tool to the hands of regulators and health practitioners to mitigate the negative effects of the pandemic infection it is pursued by motivated and willing participant countries.

Suggested Citation

  • Polemis, Michael & Stengos, Thanasis, 2020. "Life Expectancy During the Covid-19 Pandemic: A Semi-Parametric Difference-in-Differences Analysis," MPRA Paper 103051, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:103051
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    References listed on IDEAS

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    1. Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, September.
    2. Krapf, Matthias & Ursprung, Heinrich W. & Zimmermann, Christian, 2017. "Parenthood and productivity of highly skilled labor: Evidence from the groves of academe," Journal of Economic Behavior & Organization, Elsevier, vol. 140(C), pages 147-175.
    3. Neng-Chieh Chang, 2018. "Semiparametric Difference-in-Differences with Potentially Many Control Variables," Papers 1812.10846, arXiv.org, revised Jan 2019.
    4. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    5. Verstraeten, Soraya P.A. & van Oers, Hans A.M. & Mackenbach, Johan P., 2016. "Decolonization and life expectancy in the Caribbean," Social Science & Medicine, Elsevier, vol. 170(C), pages 87-96.
    6. Elgar, Frank J. & Stefaniak, Anna & Wohl, Michael J.A., 2020. "The trouble with trust: Time-series analysis of social capital, income inequality, and COVID-19 deaths in 84 countries," Social Science & Medicine, Elsevier, vol. 263(C).
    7. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    8. Rafia Shafi & Samreen Fatima, 2019. "Relationship between GDP, Life Expectancy and Growth Rate of G7 Countries," International Journal of Sciences, Office ijSciences, vol. 8(06), pages 74-79, June.
    9. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    10. Vandoros, Sotiris, 2020. "Excess mortality during the Covid-19 pandemic: Early evidence from England and Wales," Social Science & Medicine, Elsevier, vol. 258(C).
    11. Kenneth Houngbedji, 2016. "Abadie’s semiparametric difference-in-differences estimator," Stata Journal, StataCorp LP, vol. 16(2), pages 482-490, June.
    12. Connor, Jade & Madhavan, Sarina & Mokashi, Mugdha & Amanuel, Hanna & Johnson, Natasha R. & Pace, Lydia E. & Bartz, Deborah, 2020. "Health risks and outcomes that disproportionately affect women during the Covid-19 pandemic: A review," Social Science & Medicine, Elsevier, vol. 266(C).
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    More about this item

    Keywords

    Covid-19; Life expectancy; Lockdown; Social distancing; Semi-parametric Difference-in-Differences;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior

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