Corresponding author: Natalia S. Gavrilova ( nsgavril@alumni.uchicago.edu ) © 2020 Natalia S. Gavrilova, Leonid A. Gavrilov.
This is an open access article distributed under the terms of the Creative Commons Attribution License (CC BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Citation:
Gavrilova N, Gavrilov L (2020) Patterns of mortality during pandemic: An example of Spanish flu pandemic of 1918. Population and Economics 4(2): 56-64. https://doi.org/10.3897/popecon.4.e53492
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Now the attention of the whole world is focused on the developing pandemic of the coronavirus infection COVID-19. This article discusses mortality patterns of the deadliest epidemic in the last 120 years – the Spanish flu pandemic of 1918. Statistical sources from Italy and the USA, published shortly after the pandemic, were analyzed. The analysis was carried out for mortality from all causes, since in this case inaccuracies associated with establishing the causes of death are minimized. Despite the fact that the first cases of the Spanish flu appeared in the United States as early as March 1918, this first wave of epidemic practically did not affect the total mortality rate. The main peak of mortality in 1918 occurred in October 1918 both in the USA and Italy, with a gradual decrease in mortality over several months. Analysis of age-specific mortality demonstrates a significant increase in mortality at middle ages (20-50 years) in 1918 compared with 1917. Analysis of mortality trends using the method of latent variables shows a significant increase in the background mortality factor in 1918, which turned out to be higher for Italy than the mortality losses during the Second World War. The Spanish flu pandemic differs from the current coronavirus pandemic, because of significant increase in mortality of middle-aged people, while the COVID-19 pandemic causes a more marked increase in mortality among the elderly. With this, the COVID-19 pandemic is more like the recent flu epidemics than the earlier Spanish flu pandemic.
mortality, infections, Spanish flu pandemic, COVID-19
Currently, the world’s attention is focused on the news of the coronavirus pandemic. Right now it is difficult to assess the true extent of this pandemic, since the number of infected people depends on the number of tests performed, and the number of deaths from coronavirus depends on the specifics of cause-of-death registration in each particular country or even region. For this reason, many researchers analyzing the influenza epidemics do not analyze mortality from a specific cause, but rather mortality from all causes, since it is almost impossible to make a mistake in the fact of death. The coronavirus pandemic is not the first pandemic in human history or even the first pandemic in the last 200 years. The most famous and deadly is the 1918 Spanish flu pandemic (
In this paper, we consider the patterns of mortality during the Spanish flu pandemic of 1918 using the data for Italy and the USA. These countries are currently leading in the number of persons infected with COVID-19. An analysis of mortality in 1918 and the adjacent years may help us to better understand the course and scale of the current pandemic. Statistical yearbooks published shortly after 1918 in the respective countries were used as a data source. For Italy, these are primarily Ministro di Agricultura, Industrie e Commercio (MAIC), Direzione Generale della Statistica (DirStat) (
First, consider the trends of mortality rate in 1916-1919 in Italy and the USA. Figure
. Crude death rate (per 1000 population), by calendar year in Italy. Source:
. Crude death rate (per 1000 population), by calendar year in the United States. Source:
However, it is well known that the Spanish flu epidemic passed in waves and the first cases of flu were recorded in the United States in March 1918, and the second deadly peak of the Spanish flu was observed in the fall of 1918. To better understand the development of the Spanish flu epidemic in 1918 and 1919, it makes sense to consider changes of mortality from all causes by month.
Monthly mortality changes in 1918 and 1919 in Italy are shown in Figure
. Crude death rates by month (per 1000 population) in Italy starting from January 1918. Rates computed on an annual basis. Source: authors’ estimations based on (
Figure
. Crude death rates by month (per 1000 population) in Italy in 1916-1919. Rates computed on an annual basis. Source: authors’ estimations based on (
. Deaths from influenza in Italy (in thousand), by calendar year. Source:
Figure
. Crude death rates by month (per 1000 population) in the United States in 1918-1919. Rates computed on an annual basis. Source: authors’ estimations based on (
Now consider age-specific mortality changes in 1917-1919. In the case of current coronavirus pandemic it is observed that older people are more likely to die from coronavirus than younger ones. This observation is not surprising. The analysis of mortality Italy in 1969-2001 demonstrated that older people die more often during regular flu epidemics (
. Age-specific death rates for Italian women in 1917, 1918 and 1919. Source: Human Mortality Database
Figure
. Age-specific death rates for Italian women after age 65 in 1917, 1918 and 1919. Source: Human Mortality Database
Effect of the Spanish flu epidemic on mortality can also be analyzed using time series of mortality data with the method of latent variables (
μ(x, t) = α0(x) + α1(x)F1(t) + α2(x)F2(t)
where x is age, t is time, α(x), α1(x), α2(x) are three sets of parameters depending on age only, while F1(t) and F2(t) are two sets of parameters depending on time only (sets of coefficients determined by factor analysis models).
By studying the variation of these factors over time, we noted that the first factor – comparable to the senescent mortality (
. Senescent («old») and background («young») factors of mortality for Italian women. Source: authors’ estimations
The data presented here clearly demonstrate that the Spanish flu pandemic cannot be compared to the later flu epidemics and pandemics of influenza by its effect on mortality. A distinctive feature of the 1918 pandemic was a high percentage of deaths among young and middle-aged people with a relatively low increase in mortality among the elderly. Studies have shown that this phenomenon was observed among the population of Europe and the United States, but in the more remote regions of Latin America and the Pacific Islands, the mortality of the elderly from the Spanish flu was even higher than at younger ages. It is believed that exposure to influenza viruses in childhood could have a protective effect in the elderly in Europe and the USA during the 1918 pandemic (
Returning to the epidemic of coronavirus, it should be noted that there is a certain similarity in the damage to respiratory system produced by the coronovirus and the Spanish flu virus, including acute respiratory distress syndrome (
This study was supported in part by the U.S. National Institute on Aging (NIA grant R01 AG054849).
Natalia S. Gavrilova, Ph.D. in Biology, Sr.Research Scientist, NORC at the University of Chicago, Federal Research Institute for Health Organization and Informatics of Ministry of Health of the Russian Federation, Institute of Socio-Political Research at the Federal Center of Theoretical and Applied Sociology of the Russian Academy of Science. E-mail: nsgavril@alumni.uchicago.edu
Leonid A. Gavrilov, Ph.D. in Biology, Sr.Research Scientist, NORC at the University of Chicago, Federal Research Institute for Health Organization and Informatics of Ministry of Health of the Russian Federation, Institute of Socio-Political Research at the Federal Center of Theoretical and Applied Sociology of the Russian Academy of Science. E-mail: gavrilov@longevity-science.org