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Schindler CJA, Wittenberg I, Damm O, Kramer R, Mikolajczyk R, Schönfelder T. Influenza-Associated Excess Mortality and Hospitalization in Germany from 1996 to 2018. Infect Dis Ther 2024:10.1007/s40121-024-01043-9. [PMID: 39298083 DOI: 10.1007/s40121-024-01043-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2024] [Accepted: 09/02/2024] [Indexed: 09/21/2024] Open
Abstract
INTRODUCTION Influenza-associated excess mortality and morbidity is commonly estimated using statistical methods. In Germany, the Robert Koch Institute (RKI) uses the relative mortality distribution method (RMDM) to estimate influenza-associated excess mortality without reporting age-specific values. In order to better differentiate the distribution of the disease burden, a distinction by age is of high relevance. Therefore, we aimed to revise the existing excess mortality model and provide age-specific excess mortality estimates over multiple seasons. We also used the model to determine influenza-associated excess hospitalizations, since the RKI excess hospitalization model is currently based on another approach (i.e., combination of excess physician visits and hospitalized proportion). METHODS This study was a retrospective data analysis based on secondary data of the German population from 1996-2018. We adapted the RKI's method of estimating influenza-associated excess mortality with the RMDM and also applied this approach to excess hospitalizations. We calculated the number of excess deaths/hospitalizations using weekly and age-specific data. RESULTS Data available in Germany are suitable for addressing the restrictions of the RKI's mortality model. In total, we estimated 175,858 (176,482 with age stratification) influenza-associated excess all cause deaths between 1995-1996 and 2017-2018 ranging from 0 (17 with age stratification) in 2005-2006 to 25,599 (25,527 with age stratification) in 2017-2018. Total influenza-associated excess deaths were comparable to RKI's estimates in most seasons. Most excess deaths/hospitalizations occurred in patients aged ≥ 60 years (95.42%/57.49%) followed by those aged 35-59 years (3,80%/24,98%). Compared with our model, the RKI hospitalization model implies a substantial underestimation of excess hospitalizations (828,090 vs. 374,200 over all seasons). CONCLUSION This is the first study that provides age-specific estimates of influenza-associated excess mortality in Germany. The results clearly show that the main burden of influenza is in the elderly, for whom prevention and control measures should be prioritized.
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Affiliation(s)
| | - Ian Wittenberg
- Institute of Medical Epidemiology, Biometry and Informatics, Medical Faculty, Martin Luther University Halle-Wittenberg, Magdeburger Str. 8, 06108, Halle (Saale), Germany
| | - Oliver Damm
- Sanofi-Aventis Deutschland GmbH, Lützowstr. 107, 10785, Berlin, Germany
| | - Rolf Kramer
- Sanofi-Aventis Deutschland GmbH, Lützowstr. 107, 10785, Berlin, Germany
| | - Rafael Mikolajczyk
- Institute of Medical Epidemiology, Biometry and Informatics, Medical Faculty, Martin Luther University Halle-Wittenberg, Magdeburger Str. 8, 06108, Halle (Saale), Germany
| | - Tonio Schönfelder
- WIG2 GmbH, Markt 8, 04109, Leipzig, Germany.
- Chair Health Sciences/Public Health, Faculty of Medicine, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany.
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Gaddy H, Ingholt MM. Did the 1918 influenza pandemic cause a 1920 baby boom? Demographic evidence from neutral Europe. POPULATION STUDIES 2024; 78:269-287. [PMID: 37011659 DOI: 10.1080/00324728.2023.2192041] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 11/22/2022] [Indexed: 04/05/2023]
Abstract
In 1919-20, the European countries that were neutral in the First World War saw a small baby bust followed by a small baby boom. The sparse literature on this topic attributes the 1919 bust to individuals postponing conceptions during the peak of the 1918-20 influenza pandemic and the 1920 boom to recuperation of those conceptions. Using data from six large neutral countries of Europe, we present novel evidence contradicting that narrative. In fact, the subnational populations and maternal birth cohorts whose fertility was initially hit hardest by the pandemic were still experiencing below-average fertility in 1920. Demographic evidence, economic evidence, and a review of post-pandemic fertility trends outside Europe suggest that the 1920 baby boom in neutral Europe was caused by the end of the First World War, not by the end of the pandemic.
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Léger AE, Rizzi S. Month-to-month all-cause mortality forecasting: a method allowing for changes in seasonal patterns. Am J Epidemiol 2024; 193:898-907. [PMID: 38343158 PMCID: PMC11145908 DOI: 10.1093/aje/kwae004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Revised: 11/20/2023] [Accepted: 02/02/2024] [Indexed: 06/04/2024] Open
Abstract
Forecasting of seasonal mortality patterns can provide useful information for planning health-care demand and capacity. Timely mortality forecasts are needed during severe winter spikes and/or pandemic waves to guide policy-making and public health decisions. In this article, we propose a flexible method for forecasting all-cause mortality in real time considering short-term changes in seasonal patterns within an epidemiologic year. All-cause mortality data have the advantage of being available with less delay than cause-specific mortality data. In this study, we use all-cause monthly death counts obtained from the national statistical offices of Denmark, France, Spain, and Sweden from epidemic seasons 2012-2013 through 2021-2022 to demonstrate the performance of the proposed approach. The method forecasts deaths 1 month ahead, based on their expected ratio to the next month. Prediction intervals are obtained via bootstrapping. The forecasts accurately predict the winter mortality peaks before the COVID-19 pandemic. Although the method predicts mortality less accurately during the first wave of the COVID-19 pandemic, it captures the aspects of later waves better than other traditional methods. The method is attractive for health researchers and governmental offices for aiding public health responses because it uses minimal input data, makes simple and intuitive assumptions, and provides accurate forecasts both during seasonal influenza epidemics and during novel virus pandemics.
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Affiliation(s)
- Ainhoa-Elena Léger
- Corresponding author: Ainhoa-Elena Leger, Interdisciplinary Centre on Population Dynamics, University of Southern Denmark, Campusvej 55, 5230 Odense M, Denmark ()
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Doran Á, Colvin CL, McLaughlin E. What can we learn from historical pandemics? A systematic review of the literature. Soc Sci Med 2024; 342:116534. [PMID: 38184966 DOI: 10.1016/j.socscimed.2023.116534] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 12/12/2023] [Accepted: 12/19/2023] [Indexed: 01/09/2024]
Abstract
What are the insights from historical pandemics for policymaking today? We carry out a systematic review of the literature on the impact of pandemics that occurred since the Industrial Revolution and prior to Covid-19. Our literature searches were conducted between June 2020 and September 2023, with the final review encompassing 169 research papers selected for their relevance to understanding either the demographic or economic impact of pandemics. We include literature from across disciplines to maximise our knowledge base, finding many relevant articles in journals which would not normally be on the radar of social scientists. Our review identifies two gaps in the literature: (1) the need to study pandemics and their effects more collectively rather than looking at them in isolation; and (2) the need for more study of pandemics besides 1918 Spanish Influenza, especially milder pandemic episodes. These gaps are a consequence of academics working in silos, failing to draw on the skills and knowledge offered by other disciplines. Synthesising existing knowledge on pandemics in one place provides a basis upon which to identify the lessons in preparing for future catastrophic disease events.
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Affiliation(s)
- Áine Doran
- Department of Accounting, Finance and Economics, Ulster University, 2-24 York Street, Belfast, BT15 1AP, UK.
| | - Christopher L Colvin
- Department of Economics, Queen's University Belfast, Riddel Hall, 185 Stranmillis Road, Belfast, BT9 5EE, UK.
| | - Eoin McLaughlin
- Department of Accounting, Finance and Economics, Heriot-Watt University, Edinburgh, EH14 4AS, UK.
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Nygaard IH, Dahal S, Chowell G, Sattenspiel L, Sommerseth HL, Mamelund SE. Age-specific mortality and the role of living remotely: The 1918-20 influenza pandemic in Kautokeino and Karasjok, Norway. Int J Circumpolar Health 2023; 82:2179452. [PMID: 36876885 PMCID: PMC9970246 DOI: 10.1080/22423982.2023.2179452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/24/2023] Open
Abstract
The 1918-20 pandemic influenza killed 50-100 million people worldwide, but mortality varied by ethnicity and geography. In Norway, areas dominated by Sámi experienced 3-5 times higher mortality than the country's average. We here use data from burial registers and censuses to calculate all-cause excess mortality by age and wave in two remote Sámi areas of Norway 1918-20. We hypothesise that geographic isolation, less prior exposure to seasonal influenza, and thus less immunity led to higher Indigenous mortality and a different age distribution of mortality (higher mortality for all) than was typical for this pandemic in non-isolated majority populations (higher young adult mortality & sparing of the elderly). Our results show that in the fall of 1918 (Karasjok), winter of 1919 (Kautokeino), and winter of 1920 (Karasjok), young adults had the highest excess mortality, followed by also high excess mortality among the elderly and children. Children did not exhibit excess mortality in the second wave in Karasjok in 1920. It was not the young adults alone who produced the excess mortality in Kautokeino and Karasjok. We conclude that geographic isolation caused higher mortality among the elderly in the first and second waves, and among children in the first wave.
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Affiliation(s)
- Ingrid Hellem Nygaard
- Department of Archaeology, History, Religious Studies and Theology, University of Tromsø - the Arctic University of Norway, Norway
| | - Sushma Dahal
- School of Public Health, Georgia State University, Atlanta, GA, USA
| | - Gerardo Chowell
- School of Public Health, Georgia State University, Atlanta, GA, USA
| | - Lisa Sattenspiel
- College of Arts and Science, University of Missouri, Columbia, MO, USA
| | - Hilde Leikny Sommerseth
- Department of Archaeology, History, Religious Studies and Theology, University of Tromsø - the Arctic University of Norway, Norway
| | - Svenn-Erik Mamelund
- Centre for Research on Pandemics & Society (PANSOC), Oslo Metropolitan University, Norway
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Sattenspiel L, Orbann C, Bogan A, Ramirez H, Pirrone S, Dahal S, McElroy JA, Wikle CK. Associations between rurality and regional differences in sociodemographic factors and the 1918-20 influenza and 2020-21 COVID-19 pandemics in Missouri counties: An ecological study. PLoS One 2023; 18:e0290294. [PMID: 37647267 PMCID: PMC10468050 DOI: 10.1371/journal.pone.0290294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2023] [Accepted: 08/05/2023] [Indexed: 09/01/2023] Open
Abstract
This study compares pandemic experiences of Missouri's 115 counties based on rurality and sociodemographic characteristics during the 1918-20 influenza and 2020-21 COVID-19 pandemics. The state's counties and overall population distribution have remained relatively stable over the last century, which enables identification of long-lasting pandemic attributes. Sociodemographic data available at the county level for both time periods were taken from U.S. census data and used to create clusters of similar counties. Counties were also grouped by rural status (RSU), including fully (100%) rural, semirural (1-49% living in urban areas), and urban (>50% of the population living in urban areas). Deaths from 1918 through 1920 were collated from the Missouri Digital Heritage database and COVID-19 cases and deaths were downloaded from the Missouri COVID-19 dashboard. Results from sociodemographic analyses indicate that, during both time periods, average farm value, proportion White, and literacy were the most important determinants of sociodemographic clusters. Furthermore, the Urban/Central and Southeastern regions experienced higher mortality during both pandemics than did the North and South. Analyses comparing county groups by rurality indicated that throughout the 1918-20 influenza pandemic, urban counties had the highest and rural had the lowest mortality rates. Early in the 2020-21 COVID-19 pandemic, urban counties saw the most extensive epidemic spread and highest mortality, but as the epidemic progressed, cumulative mortality became highest in semirural counties. Additional results highlight the greater effects both pandemics had on county groups with lower rates of education and a lower proportion of Whites in the population. This was especially true for the far southeastern counties of Missouri ("the Bootheel") during the COVID-19 pandemic. These results indicate that rural-urban and socioeconomic differences in health outcomes are long-standing problems that continue to be of significant importance, even though the overall quality of health care is substantially better in the 21st century.
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Affiliation(s)
- Lisa Sattenspiel
- Department of Anthropology, University of Missouri, Columbia, MO, United States of America
| | - Carolyn Orbann
- Department of Health Sciences, University of Missouri, Columbia, MO, United States of America
| | - Aaron Bogan
- Department of Health Sciences Research, Division of Biostatistics, Mayo Clinic, Scottsdale, AZ, United States of America
| | - Hailey Ramirez
- Bond Life Science Center, University of Missouri, Columbia, MO, United States of America
| | - Sean Pirrone
- School of Medicine, University of Missouri, Columbia, MO, United States of America
| | - Sushma Dahal
- School of Public Health, Georgia State University, Atlanta, GA, United States of America
| | - Jane A. McElroy
- Department of Family and Community Medicine, University of Missouri, Columbia, MO, United States of America
| | - Christopher K. Wikle
- Department of Statistics, University of Missouri, Columbia, MO, United States of America
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Summerfield F, Di Matteo L. Influenza pandemics and macroeconomic fluctuations 1871-2016. CLIOMETRICA 2023; 18:1-47. [PMID: 37363694 PMCID: PMC10225784 DOI: 10.1007/s11698-023-00269-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/26/2022] [Accepted: 04/29/2023] [Indexed: 06/28/2023]
Abstract
This paper documents the short-run macroeconomic impacts of influenza pandemics across 16 countries spanning 1871-2016 using the Jordà-Schularick-Taylor Macrohistory Database and the Human Mortality Database. We find pandemic-induced mortality contributed meaningfully to business cycle fluctuations in the post 1870 era. We identify negative causal impacts on the cyclical component of GDP using pandemics to instrument for working-age mortality. The analysis of short-run economic outcomes extends literature dominated by long-run economic growth outcomes and case studies of several specific health shocks such as the Black Death, Spanish Flu or COVID-19. Our findings illustrate that less catastrophic pandemics still have important economic implications.
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Affiliation(s)
- Fraser Summerfield
- Department of Economics, St Francis Xavier University, Antigonish, NS B2G 2W5 Canada
| | - Livio Di Matteo
- Department of Economics, Lakehead University, 955 Oliver Road, Thunder Bay, ON P7B5E1 Canada
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8
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Matthes KL, Le Vu M, Bhattacharyya U, Galliker A, Kordi M, Floris J, Staub K. Reinfections and Cross-Protection in the 1918/19 Influenza Pandemic: Revisiting a Survey Among Male and Female Factory Workers. Int J Public Health 2023; 68:1605777. [PMID: 37180611 PMCID: PMC10169597 DOI: 10.3389/ijph.2023.1605777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 04/12/2023] [Indexed: 05/16/2023] Open
Abstract
Objectives: The COVID-19 pandemic highlights questions regarding reinfections and immunity resulting from vaccination and/or previous illness. Studies addressing related questions for historical pandemics are limited. Methods: We revisit an unnoticed archival source on the 1918/19 influenza pandemic. We analysed individual responses to a medical survey completed by an entire factory workforce in Western Switzerland in 1919. Results: Among the total of n = 820 factory workers, 50.2% reported influenza-related illness during the pandemic, the majority of whom reported severe illness. Among male workers 47.4% reported an illness vs. 58.5% of female workers, although this might be explained by varied age distribution for each sex (median age was 31 years old for men, vs. 22 years old for females). Among those who reported illness, 15.3% reported reinfections. Reinfection rates increased across the three pandemic waves. The majority of subsequent infections were reported to be as severe as the first infection, if not more. Illness during the first wave, in the summer of 1918, was associated with a 35.9% (95%CI, 15.7-51.1) protective effect against reinfections during later waves. Conclusion: Our study draws attention to a forgotten constant between multi-wave pandemics triggered by respiratory viruses: Reinfection and cross-protection have been and continue to be a key topic for health authorities and physicians in pandemics, becoming increasingly important as the number of waves increases.
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Affiliation(s)
- Katarina L. Matthes
- Institute of Evolutionary Medicine, University of Zurich, Zürich, Switzerland
| | - Mathilde Le Vu
- Institute of Evolutionary Medicine, University of Zurich, Zürich, Switzerland
| | | | - Antonia Galliker
- Institute of Evolutionary Medicine, University of Zurich, Zürich, Switzerland
| | - Maryam Kordi
- Institute of Evolutionary Medicine, University of Zurich, Zürich, Switzerland
| | - Joël Floris
- Institute of Evolutionary Medicine, University of Zurich, Zürich, Switzerland
| | - Kaspar Staub
- Institute of Evolutionary Medicine, University of Zurich, Zürich, Switzerland
- Swiss School of Public Health (SSPH+), Zurich, Switzerland
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9
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Aligne CA. Lost Lessons of the 1918 Influenza: The 1920s Working Hypothesis, the Public Health Paradigm, and the Prevention of Deadly Pandemics. Am J Public Health 2022; 112:1454-1464. [PMID: 36007204 PMCID: PMC9480479 DOI: 10.2105/ajph.2022.306976] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/08/2022] [Indexed: 11/04/2022]
Abstract
In standard historical accounts, the hyperlethal 1918 flu pandemic was inevitable once a novel influenza virus appeared. However, in the years following the pandemic, it was obvious to distinguished flu experts from around the world that social and environmental conditions interacted with infectious agents and could enhance the virulence of flu germs. On the basis of the timing and geographic pattern of the pandemic, they hypothesized that an "essential cause" of the pandemic's extraordinary lethality was the extreme, prolonged, and industrial-scale overcrowding of US soldiers in World War I, particularly on troopships. This literature synthesis considers research from history, public health, military medicine, veterinary science, molecular genetics, virology, immunology, and epidemiology. Arguments against the hypothesis do not provide disconfirming evidence. Overall, the findings are consistent with an immunologically similar virus varying in virulence in response to war-related conditions. The enhancement-of-virulence hypothesis deserves to be included in the history of the pandemic and the war. These lost lessons of 1918 point to possibilities for blocking the transformation of innocuous infections into deadly disasters and are relevant beyond influenza for diseases like COVID-19. (Am J Public Health. 2022;112(10):1454-1464. https://doi.org/10.2105/AJPH.2022.306976).
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Affiliation(s)
- C Andrew Aligne
- C. Andrew Aligne is with the Hoekelman Center, Department of Pediatrics, Golisano Children's Hospital, University of Rochester School of Medicine & Dentistry, Rochester, NY
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10
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Locatelli I, Rousson V. Mortality in Switzerland in 2021. PLoS One 2022; 17:e0274295. [PMID: 36084010 PMCID: PMC9462753 DOI: 10.1371/journal.pone.0274295] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Accepted: 08/26/2022] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVE To analyze mortality trends in Switzerland in 2021, the second year of the COVID-19 pandemic. METHODS Using data from the Swiss Federal Statistical Office, we compared mortality in Switzerland in 2021 with that of previous years in terms of standardized weekly deaths, standardized (annual) mortality rates (overall and stratified by age and sex) and life expectancy. The latter is a well-known demographic concept defining the average lifespan of a hypothetical cohort living and dying according to the mortality rates of a given year. RESULTS After a favorable first half of the year and a fairly standard second half in terms of mortality in Switzerland, the year 2021 ended with a wave of deaths of moderate intensity related to the 5th wave of COVID-19. Overall, and after a notable increase in mortality in 2020 (+9.2%, 95%CI: +8.0%; +10.3%, compared to 2019, and +5.1%, 95%CI: +4.3%; +6.0%, compared to 2015-19), the pre-pandemic mortality level was approximately recovered in 2021 (+0.8%, 95%CI: -0.3%; +0.8%, compared to 2019, and -2.9%, 95%CI: -3.7%; -2.2%, compared to 2015-19). Life expectancy, after declining by 10 months for men and 6 months for women in 2020 (i.e. men would have lost 10 months and women 6 months had they lived their entire lives with COVID-19 as it was in 2020), returned in 2021 to 2019 levels for women (85.6 years) and regained 2018 levels for men (81.6 years, still -0.3 years from 2019). The age group responsible for the small remaining loss for men was the 50-70 age group, which had similar mortality in 2020 and 2021. CONCLUSIONS The second year of the COVID-19 pandemic in Switzerland was characterized by an approximate return to pre-pandemic mortality levels, with a faster recovery for women than for men with respect to 2020.
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Affiliation(s)
- Isabella Locatelli
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
| | - Valentin Rousson
- Center for Primary Care and Public Health (Unisanté), University of Lausanne, Lausanne, Switzerland
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Stefański M. GDP effects of pandemics: a historical perspective. EMPIRICAL ECONOMICS 2022; 63:2949-2995. [PMID: 35411126 PMCID: PMC8986453 DOI: 10.1007/s00181-022-02227-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 02/21/2022] [Indexed: 06/14/2023]
Abstract
The paper estimates dynamic effects of pandemics on GDP per capita with local projections, controlling for the effects of wars and weather conditions, using a novel dataset that covers 33 countries and stretches back to the thirteenth century. On average, pandemics are found to have prolonged and highly statistically significant effects on GDP per capita-a pandemic killing 1% of the population tends to increase GDP per capita by approx. 0.3% after about 20 years. The study of a more detailed dataset available for the UK reveals that this results mainly from an increase in per capita land and a disproportionate impact of pandemics on low-productivity workers, while monetary expansion, institutional change and innovation could also play some role. At the same time, the effects of pandemics are found to vary with scale and across time and countries, with positive effects present following the Black Death and the Spanish flu pandemics, especially in Northern Europe. This suggests that only the largest and most unexpected pandemics have a positive impact on income.
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12
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Staub K, Panczak R, Matthes KL, Floris J, Berlin C, Junker C, Weitkunat R, Mamelund SE, Zwahlen M, Riou J. Historically High Excess Mortality During the COVID-19 Pandemic in Switzerland, Sweden, and Spain. Ann Intern Med 2022; 175:523-532. [PMID: 35099995 PMCID: PMC8803137 DOI: 10.7326/m21-3824] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Excess mortality quantifies the overall mortality impact of a pandemic. Mortality data have been accessible for many countries in recent decades, but few continuous data have been available for longer periods. OBJECTIVE To assess the historical dimension of the COVID-19 pandemic in 2020 for 3 countries with reliable death count data over an uninterrupted span of more than 100 years. DESIGN Observational study. SETTING Switzerland, Sweden, and Spain, which were militarily neutral and not involved in combat during either world war and have not been affected by significant changes in their territory since the end of the 19th century. PARTICIPANTS Complete populations of these 3 countries. MEASUREMENTS Continuous series of recorded deaths (from all causes) by month from the earliest available year (1877 for Switzerland, 1851 for Sweden, and 1908 for Spain) were jointly modeled with annual age group-specific death and total population counts using negative binomial and multinomial models, which accounted for temporal trends and seasonal variability of prepandemic years. The aim was to estimate the expected number of deaths in a pandemic year for a nonpandemic scenario and the difference in observed and expected deaths aggregated over the year. RESULTS In 2020, the number of excess deaths recorded per 100 000 persons was 100 (95% credible interval [CrI], 60 to 135) for Switzerland, 75 (CrI, 40 to 105) for Sweden, and 155 (CrI, 110 to 195) for Spain. In 1918, excess mortality was 6 to 7 times higher. In all 3 countries, the peaks of monthly excess mortality in 2020 were greater than most monthly excess mortality since 1918, including many peaks due to seasonal influenza and heat waves during that period. LIMITATION Historical vital statistics might be affected by minor completeness issues before the beginning of the 20th century. CONCLUSION In 2020, the COVID-19 pandemic led to the second-largest infection-related mortality disaster in Switzerland, Sweden, and Spain since the beginning of the 20th century. PRIMARY FUNDING SOURCE Foundation for Research in Science and the Humanities at the University of Zurich, Swiss National Science Foundation, and National Institute of Allergy and Infectious Diseases.
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Affiliation(s)
- Kaspar Staub
- Institute of Evolutionary Medicine, University of Zurich, Zurich, Switzerland (K.S., K.L.M.)
| | - Radoslaw Panczak
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland (R.P., C.B., M.Z., J.R.)
| | - Katarina L Matthes
- Institute of Evolutionary Medicine, University of Zurich, Zurich, Switzerland (K.S., K.L.M.)
| | - Joël Floris
- Institute of Evolutionary Medicine and Department of History, University of Zurich, Zurich, Switzerland (J.F.)
| | - Claudia Berlin
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland (R.P., C.B., M.Z., J.R.)
| | | | - Rolf Weitkunat
- Federal Statistical Office, Neuchâtel, Switzerland (C.J., R.W.)
| | - Svenn-Erik Mamelund
- Centre for Research on Pandemics & Society, Oslo Metropolitan University, Oslo, Norway (S.M.)
| | - Marcel Zwahlen
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland (R.P., C.B., M.Z., J.R.)
| | - Julien Riou
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland (R.P., C.B., M.Z., J.R.)
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Brüssow H. The beginning and ending of a respiratory viral pandemic-lessons from the Spanish flu. Microb Biotechnol 2022; 15:1301-1317. [PMID: 35316560 PMCID: PMC9049621 DOI: 10.1111/1751-7915.14053] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2022] [Revised: 03/10/2022] [Accepted: 03/11/2022] [Indexed: 11/30/2022] Open
Abstract
The COVID‐19 pandemic goes into its third year and the world population is longing for an end to the pandemic. Computer simulations of the future development of the pandemic have wide error margins and predictions on the evolution of new viral variants of SARS‐CoV‐2 are uncertain. It is thus tempting to look into the development of historical viral respiratory pandemics for insight into the dynamic of pandemics. The Spanish flu pandemic of 1918 caused by the influenza virus H1N1 can here serve as a potential model case. Epidemiological observations on the shift of influenza mortality from very young and old subjects to high mortality in young adults delimitate the pandemic phase of the Spanish flu from 1918 to 1920. The identification and sequencing of the Spanish flu agent allowed following the H1N1 influenza virus after the acute pandemic phase. During the 1920s H1N1 influenza virus epidemics with substantial mortality were still observed. As late as 1951, H1N1 strains of high virulence evolved but remained geographically limited. Until 1957, the H1N1 virus evolved by accumulation of mutations (‘antigenic drift’) and some intratypic reassortment. H1N1 viruses were then replaced by the pandemic H2N2 influenza virus from 1957, which was in 1968 replaced by the pandemic H3N2 influenza virus; both viruses were descendants from the Spanish flu agent but showed the exchange of entire gene segments (‘antigenic shift’). In 1977, H1N1 reappeared from an unknown source but caused only mild disease. However, H1N1 achieved again circulation in the human population and is now together with the H3N2 influenza virus an agent of seasonal influenza winter epidemics.
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Affiliation(s)
- Harald Brüssow
- Department of Biosystems, Laboratory of Gene Technology, KU Leuven, Leuven, Belgium
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14
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Shaw Stewart PD, Bach JL. Temperature dependent viral tropism: understanding viral seasonality and pathogenicity as applied to the avoidance and treatment of endemic viral respiratory illnesses. Rev Med Virol 2022; 32:e2241. [PMID: 33942417 PMCID: PMC8209954 DOI: 10.1002/rmv.2241] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Accepted: 04/20/2021] [Indexed: 12/29/2022]
Abstract
This review seeks to explain three features of viral respiratory illnesses that have perplexed generations of virologists: (1) the seasonal timing of respiratory illness and the rapid response of outbreaks to weather, specifically temperature; (2) the common viruses causing respiratory illness worldwide, including year-round disease in the Tropics; (3) the rapid arrival and termination of epidemics caused by influenza and other viruses. The inadequacy of the popular explanations of seasonality is discussed, and a simple hypothesis is proposed, called temperature dependent viral tropism (TDVT), that is compatible with the above features of respiratory illness. TDVT notes that viruses can spread more effectively if they moderate their pathogenicity (thereby maintaining host mobility) and suggests that endemic respiratory viruses accomplish this by developing thermal sensitivity within a range that supports organ-specific viral tropism within the human body, whereby they replicate most rapidly at temperatures below body temperature. This can confine them to the upper respiratory tract and allow them to avoid infecting the lungs, heart, gut etc. Biochemical and tissue-culture studies show that 'wild' respiratory viruses show such natural thermal sensitivity. The typical early autumn surge of colds and the occurrence of respiratory illness in the Tropics year-round at intermediate levels are explained by the tendency for strains to adapt their thermal sensitivity to their local climate and season. TDVT has important practical implications for preventing and treating respiratory illness including Covid-19. It is testable with many options for experiments to increase our understanding of viral seasonality and pathogenicity.
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15
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Siklos PL. Did the great influenza of 1918–1920 trigger a reversal of the first era of globalization?*. INTERNATIONAL ECONOMICS AND ECONOMIC POLICY 2022. [PMCID: PMC8782715 DOI: 10.1007/s10368-021-00526-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
I revisit the 1918–20 pandemic and ask whether it led to a reversal in the rise of trade and financial globalization that preceded it. Using annual data for 17 countries for the 1870–1928 period, a variety of tests and techniques are used to draw some robust conclusions. Overall, the pandemic a century ago interrupted, but did not put an end, to the first globalization of the twentieth century. However, two blocs consisting of combatant and non-combatant countries, experienced significantly different consequences. Globalization was sharply curtailed for the combatant countries while there were few, if any, consequences for globalization in the non-combatant group of countries. That said, there was considerable resilience especially in trade openness among several of the combatant economies. Perhaps changes in the make-up of economic blocs, post-pandemic, is a fallout from shocks of this kind. While there are lessons for the ongoing COVID pandemics differences between the 1920s and today also play a role.
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Affiliation(s)
- Pierre L. Siklos
- Wilfrid Laurier University, Waterloo, ON Canada
- Balsillie School of International Affairs, Waterloo, ON Canada
- Centre for Applied Macroeconomi Analysis (CAMA), Australian National University, Canberra, Australia
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16
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Buchy P, Buisson Y, Cintra O, Dwyer DE, Nissen M, Ortiz de Lejarazu R, Petersen E. COVID-19 pandemic: lessons learned from more than a century of pandemics and current vaccine development for pandemic control. Int J Infect Dis 2021; 112:300-317. [PMID: 34563707 PMCID: PMC8459551 DOI: 10.1016/j.ijid.2021.09.045] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 09/17/2021] [Accepted: 09/19/2021] [Indexed: 01/04/2023] Open
Abstract
Pandemic dynamics and health care responses are markedly different during the COVID-19 pandemic than in earlier outbreaks. Compared with established infectious disease such as influenza, we currently know relatively little about the origin, reservoir, cross-species transmission and evolution of SARS-CoV-2. Health care services, drug availability, laboratory testing, research capacity and global governance are more advanced than during 20th century pandemics, although COVID-19 has highlighted significant gaps. The risk of zoonotic transmission and an associated new pandemic is rising substantially. COVID-19 vaccine development has been done at unprecedented speed, with the usual sequential steps done in parallel. The pandemic has illustrated the feasibility of this approach and the benefits of a globally coordinated response and infrastructure. Some of the COVID-19 vaccines recently developed or currently in development might offer flexibility or sufficiently broad protection to swiftly respond to antigenic drift or emergence of new coronaviruses. Yet many challenges remain, including the large-scale production of sufficient quantity of vaccines, delivery of vaccines to all countries and ensuring vaccination of relevant age groups. This wide vaccine technology approach will be best employed in tandem with active surveillance for emerging variants or new pathogens using antigen mapping, metagenomics and next generation sequencing.
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Affiliation(s)
| | | | | | - Dominic E Dwyer
- New South Wales Health Pathology - Institute of Clinical Pathology and Medical Research, Westmead Hospital, New South Wales, Australia.
| | - Michael Nissen
- Consultant in Infectious Diseases, University of Queensland, Brisbane, Australia.
| | - Raul Ortiz de Lejarazu
- Scientific Advisor & Emeritus director at Valladolid NIC (National Influenza Centre) Spain, School of Medicine, Avd Ramón y Cajal s/n 47005 Valladolid, Spain.
| | - Eskild Petersen
- European Society for Clinical Microbiology and Infectious Diseases, Basel, Switzerland; Department of Molecular Medicine, The University of Pavia, Pavia, Italy; Department of Clinical, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark.
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17
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Tibayan FA. Reply: Riding the wave. ACTA ACUST UNITED AC 2021; 8:542. [PMID: 34632425 PMCID: PMC8491925 DOI: 10.1016/j.xjon.2021.09.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Frederick A Tibayan
- Division of Cardiothoracic Surgery, Department of Surgery, Oregon Health & Science University, Portland, Ore
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18
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Fiorino S, Tateo F, Biase DD, Gallo CG, Orlandi PE, Corazza I, Budriesi R, Micucci M, Visani M, Loggi E, Hong W, Pica R, Lari F, Zippi M. SARS-CoV-2: lessons from both the history of medicine and from the biological behavior of other well-known viruses. Future Microbiol 2021; 16:1105-1133. [PMID: 34468163 PMCID: PMC8412036 DOI: 10.2217/fmb-2021-0064] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Accepted: 07/22/2021] [Indexed: 02/07/2023] Open
Abstract
SARS-CoV-2 is the etiological agent of the current pandemic worldwide and its associated disease COVID-19. In this review, we have analyzed SARS-CoV-2 characteristics and those ones of other well-known RNA viruses viz. HIV, HCV and Influenza viruses, collecting their historical data, clinical manifestations and pathogenetic mechanisms. The aim of the work is obtaining useful insights and lessons for a better understanding of SARS-CoV-2. These pathogens present a distinct mode of transmission, as SARS-CoV-2 and Influenza viruses are airborne, whereas HIV and HCV are bloodborne. However, these viruses exhibit some potential similar clinical manifestations and pathogenetic mechanisms and their understanding may contribute to establishing preventive measures and new therapies against SARS-CoV-2.
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Affiliation(s)
- Sirio Fiorino
- Internal Medicine Unit, Budrio Hospital, Budrio (Bologna), Azienda USL, Bologna, 40054, Italy
| | - Fabio Tateo
- Institute of Geosciences & Earth Resources, CNR, c/o Department of Geosciences, Padova University, 35127, Italy
| | - Dario De Biase
- Department of Pharmacy & Biotechnology, University of Bologna, Bologna, 40126, Italy
| | - Claudio G Gallo
- Fisiolaserterapico Emiliano, Castel San Pietro Terme, Bologna, 40024, Italy
| | | | - Ivan Corazza
- Department of Experimental, Diagnostic & Specialty Medicine, University of Bologna, Bologna, 40126, Italy
| | - Roberta Budriesi
- Department of Pharmacy & Biotechnology, Alma Mater Studiorum-University of Bologna, Bologna, 40126, Italy
| | - Matteo Micucci
- Department of Pharmacy & Biotechnology, Alma Mater Studiorum-University of Bologna, Bologna, 40126, Italy
| | - Michela Visani
- Department of Pharmacy & Biotechnology, University of Bologna, Bologna, 40126, Italy
| | - Elisabetta Loggi
- Hepatology Unit, Department of Medical & Surgical Sciences, University of Bologna, Bologna, 40126, Italy
| | - Wandong Hong
- Department of Gastroenterology & Hepatology, First Affiliated Hospital of Wenzhou Medical University, Wenzhou City, Zhejiang, 325035, PR China
| | - Roberta Pica
- Unit of Gastroenterology & Digestive Endoscopy, Sandro Pertini Hospital, Rome, 00157, Italy
| | - Federico Lari
- Internal Medicine Unit, Budrio Hospital, Budrio (Bologna), Azienda USL, Bologna, 40054, Italy
| | - Maddalena Zippi
- Unit of Gastroenterology & Digestive Endoscopy, Sandro Pertini Hospital, Rome, 00157, Italy
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19
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Affiliation(s)
- Riccardo Di Pietro
- UOC UTIC Emodinamica e Cardiologia, Santa Maria Goretti Hospital, Via Antonio Canova, 04100 Latina, Italy
| | - Simone Calcagno
- UOC UTIC Emodinamica e Cardiologia, Santa Maria Goretti Hospital, Via Antonio Canova, 04100 Latina, Italy
| | - Giuseppe Biondi-Zoccai
- Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University of Rome, Corso della Repubblica 79, 04100 Latina, Italy.,Mediterranea Cardiocentro, Via Orazio 2, 80122 Napoli, Italy
| | - Francesco Versaci
- UOC UTIC Emodinamica e Cardiologia, Santa Maria Goretti Hospital, Via Antonio Canova, 04100 Latina, Italy
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20
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Cerqua A, Di Stefano R, Letta M, Miccoli S. Local mortality estimates during the COVID-19 pandemic in Italy. JOURNAL OF POPULATION ECONOMICS 2021; 34:1189-1217. [PMID: 34177122 PMCID: PMC8214048 DOI: 10.1007/s00148-021-00857-y] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/12/2020] [Accepted: 05/17/2021] [Indexed: 05/24/2023]
Abstract
Estimates of the real death toll of the COVID-19 pandemic have proven to be problematic in many countries, Italy being no exception. Mortality estimates at the local level are even more uncertain as they require stringent conditions, such as granularity and accuracy of the data at hand, which are rarely met. The "official" approach adopted by public institutions to estimate the "excess mortality" during the pandemic draws on a comparison between observed all-cause mortality data for 2020 and averages of mortality figures in the past years for the same period. In this paper, we apply the recently developed machine learning control method to build a more realistic counterfactual scenario of mortality in the absence of COVID-19. We demonstrate that supervised machine learning techniques outperform the official method by substantially improving the prediction accuracy of the local mortality in "ordinary" years, especially in small- and medium-sized municipalities. We then apply the best-performing algorithms to derive estimates of local excess mortality for the period between February and September 2020. Such estimates allow us to provide insights about the demographic evolution of the first wave of the pandemic throughout the country. To help improve diagnostic and monitoring efforts, our dataset is freely available to the research community. SUPPLEMENTARY INFORMATION The online version contains supplementary material available at 10.1007/s00148-021-00857-y.
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Affiliation(s)
- Augusto Cerqua
- Department of Social Sciences and Economics, Sapienza University of Rome, Rome, Italy
| | - Roberta Di Stefano
- Department of Statistical Sciences, Sapienza University of Rome, Rome, Italy
| | - Marco Letta
- Department of Social Sciences and Economics, Sapienza University of Rome, Rome, Italy
| | - Sara Miccoli
- Department of Methods and Models for Economics, Territory and Finance, Sapienza University of Rome, Rome, Italy
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21
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Colvin CL, McLaughlin E. Death, demography and the denominator: Age-adjusted Influenza-18 mortality in Ireland. ECONOMICS AND HUMAN BIOLOGY 2021; 41:100984. [PMID: 33578363 DOI: 10.1016/j.ehb.2021.100984] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/12/2020] [Revised: 01/11/2021] [Accepted: 01/20/2021] [Indexed: 06/12/2023]
Abstract
Using the Irish experience of the 1918-1919 Spanish flu pandemic ("Influenza-18"), we demonstrate how pandemic mortality statistics can be sensitive to the demographic composition of a country. We build a new spatially disaggregated population database for Ireland's 32 counties for 1911-1920 with vital statistics on births, ageing, migration and deaths. Our principal contribution is to show why, and how, age-at-death data should be used to construct the age-standardised statistics necessary to make meaningful comparisons of mortality rates across time and space. We conclude that studies of the economic consequences of pandemics must better control for demographic factors if they are to yield useful policy-relevant insights. For example, while Northern Ireland had a higher crude death rate during the first wave of the Covid-19 pandemic, it also has an older population; age-adjusted mortality paints a very different picture.
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22
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Buschman J. Confusion Made Its Masterpiece: The Political Climate of Libraries (and Moving Forward). LIBRARY QUARTERLY 2021. [DOI: 10.1086/713045] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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23
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Sanchez-Lorenzo A, Vaquero-Martínez J, Calbó J, Wild M, Santurtún A, Lopez-Bustins JA, Vaquero JM, Folini D, Antón M. Did anomalous atmospheric circulation favor the spread of COVID-19 in Europe? ENVIRONMENTAL RESEARCH 2021; 194:110626. [PMID: 33345895 PMCID: PMC7746124 DOI: 10.1016/j.envres.2020.110626] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 12/13/2020] [Accepted: 12/14/2020] [Indexed: 05/19/2023]
Abstract
The current pandemic of coronavirus disease 2019 (COVID-19) caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is having negative health, social and economic consequences worldwide. In Europe, the pandemic started to develop strongly at the end of February and beginning of March 2020. Subsequently, it spread over the continent, with special virulence in northern Italy and inland Spain. In this study we show that an unusual persistent anticyclonic situation prevailing in southwestern Europe during February 2020 (i.e. anomalously strong positive phase of the North Atlantic and Arctic Oscillations) could have resulted in favorable conditions, e.g., in terms of air temperature and humidity among other factors, in Italy and Spain for a quicker spread of the virus compared with the rest of the European countries. It seems plausible that the strong atmospheric stability and associated dry conditions that dominated in these regions may have favored the virus propagation, both outdoors and especially indoors, by short-range droplet and aerosol (airborne) transmission, or/and by changing social contact patterns. Later recent atmospheric circulation conditions in Europe (July 2020) and the U.S. (October 2020) seem to support our hypothesis, although further research is needed in order to evaluate other confounding variables. Interestingly, the atmospheric conditions during the Spanish flu pandemic in 1918 seem to have resembled at some stage with the current COVID-19 pandemic.
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Affiliation(s)
| | | | - J Calbó
- Department of Physics, University of Girona, Girona, Spain
| | - M Wild
- Institute for Atmospheric and Climate Science, ETH Zürich, Zurich, Switzerland
| | - A Santurtún
- Unit of Legal Medicine, Department of Physiology and Pharmacology, University of Cantabria, Santander, Spain
| | - J A Lopez-Bustins
- Climatology Group, Department of Geography, University of Barcelona, Barcelona, Spain
| | - J M Vaquero
- Department of Physics, University of Extremadura, Badajoz, Spain
| | - D Folini
- Institute for Atmospheric and Climate Science, ETH Zürich, Zurich, Switzerland
| | - M Antón
- Department of Physics, University of Extremadura, Badajoz, Spain
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24
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Sanchez-Lorenzo A, Vaquero-Martínez J, Calbó J, Wild M, Santurtún A, Lopez-Bustins JA, Vaquero JM, Folini D, Antón M. Did anomalous atmospheric circulation favor the spread of COVID-19 in Europe? ENVIRONMENTAL RESEARCH 2021. [PMID: 33345895 DOI: 10.1016/j.envres.2020.11062] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
The current pandemic of coronavirus disease 2019 (COVID-19) caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) is having negative health, social and economic consequences worldwide. In Europe, the pandemic started to develop strongly at the end of February and beginning of March 2020. Subsequently, it spread over the continent, with special virulence in northern Italy and inland Spain. In this study we show that an unusual persistent anticyclonic situation prevailing in southwestern Europe during February 2020 (i.e. anomalously strong positive phase of the North Atlantic and Arctic Oscillations) could have resulted in favorable conditions, e.g., in terms of air temperature and humidity among other factors, in Italy and Spain for a quicker spread of the virus compared with the rest of the European countries. It seems plausible that the strong atmospheric stability and associated dry conditions that dominated in these regions may have favored the virus propagation, both outdoors and especially indoors, by short-range droplet and aerosol (airborne) transmission, or/and by changing social contact patterns. Later recent atmospheric circulation conditions in Europe (July 2020) and the U.S. (October 2020) seem to support our hypothesis, although further research is needed in order to evaluate other confounding variables. Interestingly, the atmospheric conditions during the Spanish flu pandemic in 1918 seem to have resembled at some stage with the current COVID-19 pandemic.
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Affiliation(s)
| | | | - J Calbó
- Department of Physics, University of Girona, Girona, Spain
| | - M Wild
- Institute for Atmospheric and Climate Science, ETH Zürich, Zurich, Switzerland
| | - A Santurtún
- Unit of Legal Medicine, Department of Physiology and Pharmacology, University of Cantabria, Santander, Spain
| | - J A Lopez-Bustins
- Climatology Group, Department of Geography, University of Barcelona, Barcelona, Spain
| | - J M Vaquero
- Department of Physics, University of Extremadura, Badajoz, Spain
| | - D Folini
- Institute for Atmospheric and Climate Science, ETH Zürich, Zurich, Switzerland
| | - M Antón
- Department of Physics, University of Extremadura, Badajoz, Spain
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25
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Samad N, Sodunke TE, Abubakar AR, Jahan I, Sharma P, Islam S, Dutta S, Haque M. The Implications of Zinc Therapy in Combating the COVID-19 Global Pandemic. J Inflamm Res 2021; 14:527-550. [PMID: 33679136 PMCID: PMC7930604 DOI: 10.2147/jir.s295377] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 01/27/2021] [Indexed: 12/15/2022] Open
Abstract
The global pandemic from COVID-19 infection has generated significant public health concerns, both health-wise and economically. There is no specific pharmacological antiviral therapeutic option to date available for COVID-19 management. Also, there is an urgent need to discover effective medicines, prevention, and control methods because of the harsh death toll from this novel coronavirus infection. Acute respiratory tract infections, significantly lower respiratory tract infections, and pneumonia are the primary cause of millions of deaths worldwide. The role of micronutrients, including trace elements, boosted the human immune system and was well established. Several vitamins such as vitamin A, B6, B12, C, D, E, and folate; microelement including zinc, iron, selenium, magnesium, and copper; omega-3 fatty acids as eicosapentaenoic acid and docosahexaenoic acid plays essential physiological roles in promoting the immune system. Furthermore, zinc is an indispensable microelement essential for a thorough enzymatic physiological process. It also helps regulate gene-transcription such as DNA replication, RNA transcription, cell division, and cell activation in the human biological system. Subsequently, zinc, together with natural scavenger cells and neutrophils, are also involved in developing cells responsible for regulating nonspecific immunity. The modern food habit often promotes zinc deficiency; as such, quite a few COVID-19 patients presented to hospitals were frequently diagnosed as zinc deficient. Earlier studies documented that zinc deficiency predisposes patients to a viral infection such as herpes simplex, common cold, hepatitis C, severe acute respiratory syndrome coronavirus (SARS-CoV-1), the human immunodeficiency virus (HIV) because of reducing antiviral immunity. This manuscript aimed to discuss the various roles played by zinc in the management of COVID-19 infection.
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Affiliation(s)
- Nandeeta Samad
- Department of Public Health, North South University, Dhaka, 1229, Bangladesh
| | | | - Abdullahi Rabiu Abubakar
- Department of Pharmacology and Therapeutics, Faculty of Pharmaceutical Sciences, Bayero University, Kano, 700233, Nigeria
| | - Iffat Jahan
- Department of Physiology, Eastern Medical College, Cumilla, Bangladesh
| | - Paras Sharma
- Department of Pharmacognosy, BVM College of Pharmacy, Gwalior, India
| | - Salequl Islam
- Department of Microbiology, Jahangirnagar University, Dhaka, 1342, Bangladesh
| | - Siddhartha Dutta
- Department of Pharmacology, All India Institute of Medical Sciences, Jodhpur, Rajasthan, India
| | - Mainul Haque
- The Unit of Pharmacology, Faculty of Medicine and Defence Health, Universiti Pertahanan Nasional Malaysia (National Defence University of Malaysia), Kuala Lumpur, Malaysia
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26
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Villeneuve PJ, Goldberg MS. Methodological Considerations for Epidemiological Studies of Air Pollution and the SARS and COVID-19 Coronavirus Outbreaks. ENVIRONMENTAL HEALTH PERSPECTIVES 2020; 128:95001. [PMID: 32902328 PMCID: PMC7480171 DOI: 10.1289/ehp7411] [Citation(s) in RCA: 112] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 08/12/2020] [Accepted: 08/13/2020] [Indexed: 05/07/2023]
Abstract
BACKGROUND Studies have reported that ambient air pollution is associated with an increased risk of developing or dying from coronavirus-2 (COVID-19). Methodological approaches to investigate the health impacts of air pollution on epidemics should differ from those used for chronic diseases, but the methods used in these studies have not been appraised critically. OBJECTIVES Our study aimed to identify and critique the methodological approaches of studies of air pollution on infections and mortality due to COVID-19 and to identify and critique the methodological approaches of similar studies concerning severe acute respiratory syndrome (SARS). METHODS Published and unpublished papers of associations between air pollution and developing or dying from COVID-19 or SARS that were reported as of 10 May 2020 were identified through electronic databases, internet searches, and other sources. RESULTS All six COVID-19 studies and two of three SARS studies reported positive associations. Two were time series studies that estimated associations between daily changes in air pollution, one was a cohort that assessed associations between air pollution and the secondary spread of SARS, and six were ecological studies that used area-wide exposures and outcomes. Common shortcomings included possible cross-level bias in ecological studies, underreporting of health outcomes, using grouped data, the lack of highly spatially resolved air pollution measures, inadequate control for confounding and evaluation of effect modification, not accounting for regional variations in the timing of outbreaks' temporal changes in at-risk populations, and not accounting for nonindependence of outcomes. DISCUSSION Studies of air pollution and novel coronaviruses have relied mainly on ecological measures of exposures and outcomes and are susceptible to important sources of bias. Although longitudinal studies with individual-level data may be imperfect, they are needed to adequately address this topic. The complexities involved in these types of studies underscore the need for careful design and for peer review. https://doi.org/10.1289/EHP7411.
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Affiliation(s)
- Paul J Villeneuve
- School of Mathematics and Statistics, Carleton University, Ottawa, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Canada
| | - Mark S Goldberg
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, Canada
- Department of Medicine, McGill University, Montreal, Canada
- Gerald Bronfman Department of Oncology, McGill University, Montreal, Canada
- Centre for Outcomes Research and Evaluation, Research Institute of the McGill University Hospital Centre, Montreal, Canada
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27
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More AF, Loveluck CP, Clifford H, Handley MJ, Korotkikh EV, Kurbatov AV, McCormick M, Mayewski PA. The Impact of a Six-Year Climate Anomaly on the "Spanish Flu" Pandemic and WWI. GEOHEALTH 2020; 4:e2020GH000277. [PMID: 33005839 PMCID: PMC7513628 DOI: 10.1029/2020gh000277] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/28/2020] [Revised: 08/24/2020] [Accepted: 08/27/2020] [Indexed: 05/25/2023]
Abstract
The H1N1 "Spanish influenza" pandemic of 1918-1919 caused the highest known number of deaths recorded for a single pandemic in human history. Several theories have been offered to explain the virulence and spread of the disease, but the environmental context remains underexamined. In this study, we present a new environmental record from a European, Alpine ice core, showing a significant climate anomaly that affected the continent from 1914 to 1919. Incessant torrential rain and declining temperatures increased casualties in the battlefields of World War I (WWI), setting the stage for the spread of the pandemic at the end of the conflict. Multiple independent records of temperature, precipitation, and mortality corroborate these findings.
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Affiliation(s)
- Alexander F. More
- Initiative for the Science of the Human PastHarvard UniversityCambridgeMAUSA
- Climate Change InstituteUniversity of MaineOronoMEUSA
- Department of Public HealthLong Island UniversityNew York CityNYUSA
| | - Christopher P. Loveluck
- Department of Classics and Archeology, School of HumanitiesUniversity of NottinghamNottinghamUK
| | | | | | | | | | - Michael McCormick
- Initiative for the Science of the Human PastHarvard UniversityCambridgeMAUSA
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28
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ERKOREKA A. Safe Villages during the 1918-1919 influenza pandemic in Spain and Portugal. JOURNAL OF PREVENTIVE MEDICINE AND HYGIENE 2020; 61:E137-E142. [PMID: 32802996 PMCID: PMC7419117 DOI: 10.15167/2421-4248/jpmh2020.61.2.1428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/08/2019] [Accepted: 03/31/2020] [Indexed: 11/16/2022]
Abstract
The 1918-1919 influenza pandemic had a significantly different impact on mortality rates in Spanish and Portuguese provinces and cities. In this study, several small villages have been identified which were not affected at all by the Spanish influenza pandemic. These all shared a number of features in common: their villages were very small, comprising only a few hundred inhabitants; they were located in mountainous regions, with very poor transport infrastructure; and they were self-sufficient and capable of fulfilling their basic alimentary needs. Their inhabitants were conscious of the problem and acted together, effectively isolating themselves from surrounding villages. Since these villagers managed to avoid direct contact with ill people from other municipalities, the flu was not transmitted and the pandemic did not arise in their villages. In this paper, it is proposed that the human habitability spaces that meet these characteristics, I call them “Safe Villages” or “Shelter Village”. Knowledge of the circumstances in which the 1918-1919 flu pandemic developed and of the means employed to resist it can help us to take relevant measures when faced with future pandemics.
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Affiliation(s)
- A. ERKOREKA
- Correspondence: Anton Erkoreka, Medikuntza Historiaren Euskal Museoa, University of the Basque Country (UPV/EHU), E-48940 Campus Leioa, Bilbao, Spain - Tel.: +34 946012790 - E-mail:
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29
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Disasters in Germany and France: An Analysis of the Emergency Events Database From a Pediatric Perspective. Disaster Med Public Health Prep 2020; 13:958-965. [PMID: 31217040 DOI: 10.1017/dmp.2019.24] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
OBJECTIVE The objective of this study was to conduct comprehensive analyses of disaster patterns for Germany and France from a pediatric perspective. METHODS An analysis of the Emergency Events Database (EM-DAT), epidemiological database with standard methods of descriptive and comparative statistics respecting the strengthening the reporting of observational studies in epidemiology (STROBE) criteria, was performed. RESULTS Between 2006 and 2016, there were 41 and 42 disasters in Germany and France claiming 259 and 4973 lives, respectively. Ages of afflicted individuals were not specified in EM-DAT. In Germany, most events were storms (37%), extreme temperatures (17%), floods (17%), and transport accidents (17%). In France, most events were storms (45%), extreme temperatures (17%), floods (19%), and transport accidents (14%). In Germany, most lives (96) were lost in transport accidents. In France, most casualties were due to the heat waves of 2006 and 2015 (1388 and 3275). Reported event types in Germany and France were similar, but heat waves struck France more significantly than Germany. CONCLUSIONS Pediatric data are not explicitly captured in EM-DAT, but reported disaster patterns suggest that exposures to heat and cold, storms, trauma, chemicals, water, and infectious agents are possible mechanisms of injury. Age-stratified disaster data are needed to enable a timely, transparent, coordinated, and sustained data-driven approach to pediatric disaster resilience.
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Affiliation(s)
- Martin N Stienen
- Department of Neurosurgery, University Hospital Zurich & Clinical Neuroscience Center, University of Zurich, Frauenklinikstrasse 10, 8091 Zurich, Switzerland
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Thompson RN, Thompson CP, Pelerman O, Gupta S, Obolski U. Increased frequency of travel in the presence of cross-immunity may act to decrease the chance of a global pandemic. Philos Trans R Soc Lond B Biol Sci 2020; 374:20180274. [PMID: 31056047 DOI: 10.1098/rstb.2018.0274] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The high frequency of modern travel has led to concerns about a devastating pandemic since a lethal pathogen strain could spread worldwide quickly. Many historical pandemics have arisen following pathogen evolution to a more virulent form. However, some pathogen strains invoke immune responses that provide partial cross-immunity against infection with related strains. Here, we consider a mathematical model of successive outbreaks of two strains-a low virulence (LV) strain outbreak followed by a high virulence (HV) strain outbreak. Under these circumstances, we investigate the impacts of varying travel rates and cross-immunity on the probability that a major epidemic of the HV strain occurs, and the size of that outbreak. Frequent travel between subpopulations can lead to widespread immunity to the HV strain, driven by exposure to the LV strain. As a result, major epidemics of the HV strain are less likely, and can potentially be smaller, with more connected subpopulations. Cross-immunity may be a factor contributing to the absence of a global pandemic as severe as the 1918 influenza pandemic in the century since. This article is part of the theme issue 'Modelling infectious disease outbreaks in humans, animals and plants: approaches and important themes'. This issue is linked with the subsequent theme issue 'Modelling infectious disease outbreaks in humans, animals and plants: epidemic forecasting and control'.
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Affiliation(s)
- R N Thompson
- 1 Mathematical Institute, University of Oxford , Andrew Wiles Building, Radcliffe Observatory Quarter, Woodstock Road, Oxford OX2 6GG , UK.,2 Department of Zoology, University of Oxford , South Parks Road, Oxford OX1 3PS , UK.,3 Christ Church, University of Oxford , St Aldate's, Oxford OX1 1DP , UK
| | - C P Thompson
- 2 Department of Zoology, University of Oxford , South Parks Road, Oxford OX1 3PS , UK
| | - O Pelerman
- 4 The Chaim Rosenberg School of Jewish Studies, Tel Aviv University , Tel Aviv 69978 , Israel
| | - S Gupta
- 2 Department of Zoology, University of Oxford , South Parks Road, Oxford OX1 3PS , UK
| | - U Obolski
- 2 Department of Zoology, University of Oxford , South Parks Road, Oxford OX1 3PS , UK.,5 School of Public Health , Tel Aviv University, Tel Aviv , Israel.,6 Porter School of the Environment and Earth Sciences, Tel Aviv University , Israel
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Cui Q, Canudas-Romo V, Booth H. The Mechanism Underlying Change in the Sex Gap in Life Expectancy at Birth: An Extended Decomposition. Demography 2019; 56:2307-2321. [PMID: 31749045 DOI: 10.1007/s13524-019-00832-z] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
The relationship between differential mortality rates and differences in life expectancy is well understood, but how changing differential rates translate into changing differences in life expectancy has not been fully explained. To elucidate the mechanism involved, this study extends existing decomposition methods. The extended method decomposes change in the sex gap in life expectancy at birth into three components capturing the effects of the sex difference in mortality improvement (ρ-effect), life table deaths density by age (f-effect), and remaining life expectancy by age (e-effect). These three effects oppose and augment each other, depending on relative change in sex-differential mortality rates. The new method is applied to period data for 35 countries and cohort data for 25 countries. The results demonstrate how the mechanism, involving the three effects, operates to determine change in the sex difference in life expectancy. We observe the pivotal importance of the f-effect, which is predominantly negative because of lower female mortality, in favoring narrowing rather than widening of the sex gap, in shifting the overall effect to younger ages, and in exaggerating fluctuations due to crisis mortality. The new decomposition provides a more detailed basis for substantive analyses examining change in differences in life expectancy.
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Affiliation(s)
- Qi Cui
- School of Demography, Australian National University, Canberra, Australia.
| | | | - Heather Booth
- School of Demography, Australian National University, Canberra, Australia
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Impact of the 1918 Influenza Pandemic in Coastal Kenya. Trop Med Infect Dis 2019; 4:tropicalmed4020091. [PMID: 31181715 PMCID: PMC6631354 DOI: 10.3390/tropicalmed4020091] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Revised: 05/28/2019] [Accepted: 05/30/2019] [Indexed: 11/17/2022] Open
Abstract
The 1918 influenza pandemic was the most significant pandemic recorded in human history. Worldwide, an estimated half billion persons were infected and 20 to 100 million people died in three waves during 1918 to 1919. Yet the impact of this pandemic has been poorly documented in many countries especially those in Africa. We used colonial-era records to describe the impact of 1918 influenza pandemic in the Coast Province of Kenya. We gathered quantitative data on facility use and all-cause mortality from 1912 to 1925, and pandemic-specific data from active reporting from September 1918 to March 1919. We also extracted quotes from correspondence to complement the quantitative data and describe the societal impact of the pandemic. We found that crude mortality rates and healthcare utilization increased six- and three-fold, respectively, in 1918, and estimated a pandemic mortality rate of 25.3 deaths/1000 people/year. Impact to society and the health care system was dramatic as evidenced by correspondence. In conclusion, the 1918 pandemic profoundly affected Coastal Kenya. Preparation for the next pandemic requires continued improvement in surveillance, education about influenza vaccines, and efforts to prevent, detect and respond to novel influenza outbreaks.
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A century after the 'Spanish flu’: Role of the Great War and the knowledge about the genome as a tool for the control of influenza. BIOMEDICA : REVISTA DEL INSTITUTO NACIONAL DE SALUD 2019; 39:17-21. [PMID: 31021543 DOI: 10.7705/biomedica.v39i1.4884] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2018] [Indexed: 11/21/2022]
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Cilek L, Chowell G, Ramiro Fariñas D. Age-Specific Excess Mortality Patterns During the 1918-1920 Influenza Pandemic in Madrid, Spain. Am J Epidemiol 2018; 187:2511-2523. [PMID: 30124746 PMCID: PMC6454514 DOI: 10.1093/aje/kwy171] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2018] [Accepted: 08/01/2018] [Indexed: 01/05/2023] Open
Abstract
Although much progress has been made to uncover age-specific mortality patterns of the 1918 influenza pandemic in populations around the world, more studies in different populations are needed to make sense of the heterogeneous death impact of this pandemic. We assessed the absolute and relative magnitudes of 3 pandemic waves in the city of Madrid, Spain, between 1918 and 1920, on the basis of age-specific all-cause and respiratory excess death rates. Excess death rates were estimated using a Serfling model with a parametric bootstrapping approach to calibrate baseline death levels with quantified uncertainty. Excess all-cause and pneumonia and influenza mortality rates were estimated for different pandemic waves and age groups. The youngest and oldest persons experienced the highest excess mortality rates, and young adults faced the highest standardized mortality risk. Waves differed in strength; the peak standardized mortality risk occurred during the herald wave in spring 1918, but the highest excess rates occurred during the fall and winter of 1918/1919. Little evidence was found to support a “W”-shaped, age-specific excess mortality curve. Acquired immunity may have tempered a protracted fall wave, but recrudescent waves following the initial 2 outbreaks heightened the total pandemic mortality impact.
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Affiliation(s)
- Laura Cilek
- Institute of Economy, Geography and Demography, Center for Humanities and Social Sciences Spanish National Research Council, Madrid, Spain
| | - Gerardo Chowell
- School of Public Health, Division of Epidemiology & Biostatistics, Georgia State University, Atlanta, Georgia
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland
| | - Diego Ramiro Fariñas
- Institute of Economy, Geography and Demography, Center for Humanities and Social Sciences Spanish National Research Council, Madrid, Spain
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Nunes B, Silva S, Rodrigues A, Roquette R, Batista I, Rebelo-de-Andrade H. The 1918-1919 Influenza Pandemic in Portugal: A Regional Analysis of Death Impact. Am J Epidemiol 2018; 187:2541-2549. [PMID: 30099487 PMCID: PMC7314274 DOI: 10.1093/aje/kwy164] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2018] [Accepted: 07/30/2018] [Indexed: 02/07/2023] Open
Abstract
Although the impact of deaths occurring during the 1918–1919 influenza pandemic has been assessed in many archeo-epidemiologic studies, detailed estimates are not available for Portugal. We applied negative binomial models to monthly data on respiratory-related and all-cause deaths at the national and district levels from Portugal for 1916–1922. Influenza-related excess mortality was computed as the difference between observed and expected deaths. Poisson regression was used to estimate the association of geographic and sociodemographic factors with excess mortality. Two waves of pandemic influenza—July 1918 to January 1919 and April to May 1919—were identified, for which the excess all-cause death rate was 195.7 per 10,000 persons. All districts of Portugal were affected. The pandemic hit earlier in southeastern districts and the main cities, but excess mortality was highest in the northeast, in line with the high death burden experienced by northern Spanish provinces. During the period of intense excess mortality (fall/winter 1918–1919), population density was negatively associated with pandemic impact. This pattern changed during the March 1919 to June 1920 wave, when excess mortality increased with population density and in northern and western directions. Portuguese islands were less and later affected. Given the geographic heterogeneity evidenced in our study, subnational sociodemographic characteristics and connectivity should be integrated in pandemic preparedness plans.
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Affiliation(s)
- Baltazar Nunes
- Department of Epidemiology, Instituto Nacional de Saúde Dr. Ricardo Jorge, Lisboa, Portugal
- Centro de Investigação em Saúde Pública, Escola Nacional de Saúde Pública, Universidade NOVA de Lisboa, Lisboa, Portugal
| | - Susana Silva
- Department of Epidemiology, Instituto Nacional de Saúde Dr. Ricardo Jorge, Lisboa, Portugal
| | - Ana Rodrigues
- Department of Epidemiology, Instituto Nacional de Saúde Dr. Ricardo Jorge, Lisboa, Portugal
| | - Rita Roquette
- Department of Epidemiology, Instituto Nacional de Saúde Dr. Ricardo Jorge, Lisboa, Portugal
| | - Inês Batista
- Department of Epidemiology, Instituto Nacional de Saúde Dr. Ricardo Jorge, Lisboa, Portugal
| | - Helena Rebelo-de-Andrade
- Department of Infectious Diseases, Instituto Nacional de Saúde Dr. Ricardo Jorge, Lisboa, Portugal
- Host-Pathogen Interaction Unit, Research Institute for Medicines
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The 100-plus Study of cognitively healthy centenarians: rationale, design and cohort description. Eur J Epidemiol 2018; 33:1229-1249. [PMID: 30362018 PMCID: PMC6290855 DOI: 10.1007/s10654-018-0451-3] [Citation(s) in RCA: 30] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2018] [Accepted: 10/03/2018] [Indexed: 12/24/2022]
Abstract
Although the incidence of dementia increases exponentially with age, some individuals reach more than 100 years with fully retained cognitive abilities. To identify the characteristics associated with the escape or delay of cognitive decline, we initiated the 100-plus Study (www.100plus.nl). The 100-plus Study is an on-going prospective cohort study of Dutch centenarians who self-reported to be cognitively healthy, their first-degree family members and their respective partners. We collect demographics, life history, medical history, genealogy, neuropsychological data and blood samples. Centenarians are followed annually until death. PET–MRI scans and feces donation are optional. Almost 30% of the centenarians agreed to post-mortem brain donation. To date (September 2018), 332 centenarians were included in the study. We analyzed demographic statistics of the first 300 centenarians (25% males) included in the cohort. Centenarians came from higher socio-economic classes and had higher levels of education compared to their birth cohort; alcohol consumption of centenarians was similar, and most males smoked during their lifetime. At baseline, the centenarians had a median MMSE score of 25 points (IQR 22.0–27.5); most centenarians lived independently, retained hearing and vision abilities and were independently mobile. Mortality was associated with cognitive functioning: centenarians with a baseline MMSE score ≥ 26 points had a mortality percentage of 17% per annual year in the second year after baseline, while centenarians with a baseline MMSE score < 26 points had a mortality of 42% per annual year (p = 0.003). The cohort was 2.1-fold enriched with the neuroprotective APOE-ε2 allele relative to 60–80 year-old population controls (p = 4.8 × 10−7), APOE-ε3 was unchanged and the APOE-ε4 allele was 2.3-fold depleted (p = 6.3 × 10−7). Comprehensive characterization of the 100-plus cohort of cognitively healthy centenarians might reveal protective factors that explain the physiology of long-term preserved cognitive health.
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Ogasawara K. The long-run effects of pandemic influenza on the development of children from elite backgrounds: Evidence from industrializing Japan. ECONOMICS AND HUMAN BIOLOGY 2018; 31:125-137. [PMID: 30265896 DOI: 10.1016/j.ehb.2018.08.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 07/01/2018] [Accepted: 08/25/2018] [Indexed: 06/08/2023]
Abstract
This study estimates the lingering effects of fetal exposure to the 1918 influenza pandemic on the development of secondary school and girls' high school students in industrializing Japan. In order to refine the verification of the fetal origins hypothesis, we tried not only to focus on children from elite schools but also to construct the continuous influenza mortality measure using monthly variations in the number of births and influenza deaths. By utilizing a nationwide multidimensional physical examination dataset, we found that fetal exposure to influenza in the pandemic years reduced the heights of boys and girls by approximately 0.3 cm and 0.1 cm, respectively. While the strongest negative magnitude was observed in the pandemic period, the lingering relapses in the post-pandemic period still had considerable adverse effects on height. In relation to the lowest decile group which experienced normal influenza mortality in non-pandemic years, the heights of the boys and girls who experienced pandemic influenza in the womb are approximately 0.6 and 0.3 cm lower. The lingering influenza relapse in the post-pandemic period has an adverse effect on the boys' height, accounting for roughly 80% of the maximum pandemic effect.
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Affiliation(s)
- Kota Ogasawara
- Graduate School of Social Sciences, Chiba University, 1-33, Yayoicho, Inage-ku, Chiba 263-8522, Japan.
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Liu J, Zu M, Chen K, Gao L, Min H, Zhuo W, Chen W, Liu A. Screening of neuraminidase inhibitory activities of some medicinal plants traditionally used in Lingnan Chinese medicines. Altern Ther Health Med 2018; 18:102. [PMID: 29558938 PMCID: PMC5859433 DOI: 10.1186/s12906-018-2173-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Accepted: 03/15/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND Neuraminidase (NA) is one of the key surface protein of the influenza virus, and has been established as a primary drug target for anti-influenza therapies. This study aimed to screen bioactive herbal extracts from some medicinal plants traditionally used in Lingnan Chinese Medicines by NA activity high-throughput screening assay. METHODS One hundred ninety herbal extracts from 95 medicinal plants collected in Guangzhou were screened for their potential inhibitory activities against A (H1N1) influenza neuraminidase, and the most active extracts were further evaluated for their anti-influenza virus activities using virus-induced cytopathic effect (CPE). RESULTS Among the tested 190 herbal extracts, 14 extracts inhibited significantly NA activity (IC50 < 40 μg/mL), and the extracts 1-5, which were obtained from Amomurn villosum Lour, Melaphis chinensis (Bell) Baker, Sanguisorba officinalis and Flos Caryophylli, showed potent inhibitory activity against NA with IC50 values ranging from 4.1 to 9.6 μg/mL. Moreover, the most bioactive extracts 1-5 were found to protect MDCK cells from A (H1N1) influenza virus infection with very low cytotoxicity to the host cells (EC50 values ranged from 1.8 to 14.1 μg/mL, CC50 values ranged from 97.0 to 779.2 μg/mL, SI values ranged from 14 to 438). In addition, quantitative RT-PCR analysis showed that the extracts 1-5 inhibited viral RNA synthesis in a dose-dependent manner. CONCLUSION We performed in vitro screening of anti-neuraminidase activities of herbal extracts from medicinal plants used in Lingnan Chinese Medicines, and the results indicate that some bioactive extracts are worth further studies to identify the bioactive components responsible for anti-influenza virus activities, to elucidate their modes of action and finally determine their clinical potentials.
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Li L, Wong JY, Wu P, Bond HS, Lau EHY, Sullivan SG, Cowling BJ. Heterogeneity in Estimates of the Impact of Influenza on Population Mortality: A Systematic Review. Am J Epidemiol 2018; 187:378-388. [PMID: 28679157 PMCID: PMC5860627 DOI: 10.1093/aje/kwx270] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 06/22/2017] [Accepted: 06/27/2017] [Indexed: 12/15/2022] Open
Abstract
Influenza viruses are associated with a substantial global burden of morbidity and mortality every year. Estimates of influenza-associated mortality often vary between studies due to differences in study settings, methods, and measurement of outcomes. We reviewed 103 published articles assessing population-based influenza-associated mortality through searches of PubMed and Embase, and we identified considerable variation in the statistical methods used across studies. Studies using regression models with an influenza activity proxy applied 4 approaches to estimate influenza-associated mortality. The estimates increased with age and ranged widely, from -0.3-1.3 and 0.6-8.3 respiratory deaths per 100,000 population for children and adults, respectively, to 4-119 respiratory deaths per 100,000 population for older adults. Meta-regression analysis identified that study design features were associated with the observed variation in estimates. The estimates increased with broader cause-of-death classification and were higher for older adults than for children. The multiplier methods tended to produce lower estimates, while Serfling-type models were associated with higher estimates than other methods. No "average" estimate of excess mortality could reliably be made due to the substantial variability of the estimates, partially attributable to methodological differences in the studies. Standardization of methodology in estimation of influenza-associated mortality would permit improved comparisons in the future.
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Affiliation(s)
- Li Li
- WHO Collaborating Center for Infectious Disease Epidemiology and Control, School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region, China
- WHO Collaborating Center for Reference and Research on Influenza, Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California
| | - Jessica Y Wong
- WHO Collaborating Center for Infectious Disease Epidemiology and Control, School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Peng Wu
- WHO Collaborating Center for Infectious Disease Epidemiology and Control, School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Helen S Bond
- WHO Collaborating Center for Infectious Disease Epidemiology and Control, School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Eric H Y Lau
- WHO Collaborating Center for Infectious Disease Epidemiology and Control, School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region, China
| | - Sheena G Sullivan
- WHO Collaborating Center for Reference and Research on Influenza, Peter Doherty Institute for Infection and Immunity, Melbourne, Victoria, Australia
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, Los Angeles, California
| | - Benjamin J Cowling
- WHO Collaborating Center for Infectious Disease Epidemiology and Control, School of Public Health, Li Ka Shing Faculty of Medicine, University of Hong Kong, Hong Kong Special Administrative Region, China
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Holmberg M. The ghost of pandemics past: revisiting two centuries of influenza in Sweden. MEDICAL HUMANITIES 2017; 43:141-147. [PMID: 28855380 PMCID: PMC5629937 DOI: 10.1136/medhum-2016-011023] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Accepted: 10/13/2016] [Indexed: 06/07/2023]
Abstract
Previous influenza pandemics are usually invoked in pandemic preparedness planning without a thorough analysis of the events surrounding them, what has been called the 'configuration' of epidemics. Historic pandemics are instead used to contrast them to the novelty of the coming imagined plague or as fear of a ghost-like repetition of the past. This view of pandemics is guided by a biomedical framework that is ahistorical and reductionist. The meaning of 'pandemic' influenza is in fact highly ambiguous in its partitioning of pandemic and seasonal influenza. The past 200 years of influenza epidemics in Sweden are examined with a special focus on key social structures-households, schools, transportations and the military. These are shown to have influenced the progression of influenza pandemics. Prevailing beliefs around influenza pandemics have also profoundly influenced intervention strategies. Measuring long-term trends in pandemic severity is problematic because pandemics are non-linear events where the conditions surrounding them constantly change. However, in a linearised view, the Spanish flu can be seen to represent a historical turning point and the H1N1 2009 pandemic not as an outlier, but following a 100-year trend of decreasing severity. Integrating seasonal and pandemic influenza, and adopting an ecosocial stance can deepen our understanding and bring the ghost-like pandemic past to life.
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Havari E, Peracchi F. Growing up in wartime: Evidence from the era of two world wars. ECONOMICS AND HUMAN BIOLOGY 2017; 25:9-32. [PMID: 27720584 DOI: 10.1016/j.ehb.2016.09.002] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2016] [Revised: 09/05/2016] [Accepted: 09/06/2016] [Indexed: 06/06/2023]
Abstract
We document the association between war-related shocks in childhood and adult outcomes for Europeans born during the first half of the twentieth century. Using a variety of data, at both the macro- and the micro-level, we address the following questions: What are the patterns of mortality among Europeans born during this period? Do war-related shocks in childhood and adolescence help predict adult health, human capital and wellbeing of the survivors? Are there differences by sex, socio-economic status in childhood, and age when the shocks occurred? At the macro-level, we show that the secular trend towards lower mortality was interrupted by dramatic increases in mortality during World War I, the Spanish Flu, the Spanish Civil War, and World War II, and we quantify the size of these mortality shocks. Different patterns characterize these high-mortality episodes, with substantial variation by country, sex and age group. At the micro-level, we show that war-related hardship in childhood or adolescence, in particular exposure to war events and experience of hunger, is associated with worse physical and mental health, education, cognitive ability and subjective wellbeing at older ages. The strength of the association differs by sex and type of hardship, with war exposure being more important for females and experience of hunger for males. We also show that hardships matter more if experienced in childhood, and have stronger consequences if they last longer.
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Affiliation(s)
| | - Franco Peracchi
- Department of Economics, Georgetown University, United States; Department of Economics and Finance, University of Rome Tor Vergata, Italy.
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Ogasawara K. Persistence of pandemic influenza on the development of children: Evidence from industrializing Japan. Soc Sci Med 2017; 181:43-53. [DOI: 10.1016/j.socscimed.2017.03.023] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2016] [Revised: 03/09/2017] [Accepted: 03/11/2017] [Indexed: 10/19/2022]
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Prenatal loss of father during World War One is predictive of a reduced lifespan in adulthood. Proc Natl Acad Sci U S A 2017; 114:4201-4206. [PMID: 28377521 DOI: 10.1073/pnas.1617911114] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
Although early-life stress is known to alter health, its long-term consequences on mortality remain largely unknown. Thanks to unique French legislation established in 1917 for war orphans and children of disabled soldiers, we were able to study the adult mortality of individuals born in 1914-1916 whose fathers were killed during World War 1. Vital information and socio-demographic characteristics were extracted manually from historical civil registers for 5,671 children born between 1 August 1914 and 31 December 1916 who were granted the status of "pupille de la Nation" (orphan of the Nation). We used a database comprising 1.4 million deceased soldiers to identify war orphans and collect information on their fathers and then paired each orphan with a nonorphan from the same birth register matched for date of birth, sex, and mother's age at the infant's birth. Mortality between ages 31 and 99 y was analyzed for 2,365 orphan/nonorphan pairs. The mean loss of adult lifespan of orphans who had lost their father before birth was 2.4 y (95% CI: 0.7, 3.9 y) and was the result of increased mortality before age 65 y. Adult lifespan was not reduced when the father's death occurred after the infant's birth. These results support the notion that intrauterine exposure to a major psychological maternal stress can affect human longevity.
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Chowell G, Simonsen L, Fuentes R, Flores J, Miller MA, Viboud C. Severe mortality impact of the 1957 influenza pandemic in Chile. Influenza Other Respir Viruses 2017; 11:230-239. [PMID: 27883281 PMCID: PMC5410718 DOI: 10.1111/irv.12439] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/21/2016] [Indexed: 01/25/2023] Open
Abstract
Introduction Epidemiological studies of the 1957 influenza pandemic are scarce, particularly from lower‐income settings. Methods We analyzed the spatial–temporal mortality patterns of the 1957 influenza pandemic in Chile, including detailed age‐specific mortality data from a large city, and investigated risk factors for severe mortality impact across regions. Results Chile exhibited two waves of excess mortality in winter 1957 and 1959 with a cumulative excess mortality rate of 12 per 10 000, and a ~10‐fold mortality difference across provinces. High excess mortality rates were associated with high baseline mortality (R2=41.8%; P=.02), but not with latitude (P>.7). Excess mortality rates increased sharply with age. Transmissibility declined from R=1.4‐2.1 to R=1.2‐1.4 between the two pandemic waves. Conclusions The estimated A/H2N2 mortality burden in Chile is the highest on record for this pandemic—about three to five times as severe as that experienced in wealthier nations. The global impact of this pandemic may be substantially underestimated from previous studies based on high‐income countries.
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Affiliation(s)
- Gerardo Chowell
- Georgia State University, Atlanta, Georgia, USA.,Fogarty International Center, National Institutes of Health, Bethesda, MD, USA
| | - Lone Simonsen
- Fogarty International Center, National Institutes of Health, Bethesda, MD, USA.,George Washington University, Washington DC, USA.,University of Copenhagen, Copenhagen, Denmark
| | | | - Jose Flores
- The University of South Dakota, Vermillion, SD, USA.,Universidad de Chile, Santiago, Chile
| | - Mark A Miller
- Fogarty International Center, National Institutes of Health, Bethesda, MD, USA
| | - Cécile Viboud
- Fogarty International Center, National Institutes of Health, Bethesda, MD, USA
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[Influenza pandemic deaths in Germany from 1918 to 2009. Estimates based on literature and own calculations]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2017; 59:523-36. [PMID: 26984565 DOI: 10.1007/s00103-016-2324-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
BACKGROUND AND OBJECTIVE Estimation of the number of deaths as a consequence of the influenza pandemics in the twentieth and twenty-first centuries (i.e. 1918-1919, 1957-1958, 1968-1970 and 2009) is a challenge worldwide and also in Germany. After conducting a systematic literature search complemented by our own calculations, values and estimates for all four pandemics were collated and evaluated. METHOD A systematic literature search including the terms death, mortality, pandemic, epidemic, Germany, 1918, 1957, 1968, 2009 was performed. Hits were reviewed by title and abstract and selected for possible relevance. We derived our own estimates using excess mortality calculations, which estimate the mortality exceeding that to be expected. All identified values were evaluated by methodology and quality of the database. Numbers of pandemic deaths were used to calculate case fatality rates and were compared with global values provided by the World Health Organization. RESULTS For the pandemic 1918-1919 we identified 5 relevant publications, 3 for the pandemics 1957-1958 and 1968-1970 and 3 for 2009. For all four pandemics the most plausible estimations were based on time series analyses, taken either from the literature or from our own calculations based on monthly or weekly all cause death statistics. For the four pandemics these estimates were in chronological order 426,600 (1918-1919), 29,100 (1957-1958), 46,900 (1968-1970) and 350 (2009) excess pandemic-related deaths. This translates to an excess mortality ranging between 691 per 100,000 (0.69 % in 1918-1919) and 0.43 per 100,000 (0.00043 % in 2009). Case fatality rates showed good agreement with global estimates. CONCLUSION We have proposed plausible estimates of pandemic-related excess number of deaths for the last four pandemics as well as excess mortality in Germany. The heterogeneity among pandemics is large with a variation factor of more than 1000. Possible explanations include characteristics of the virus or host (immunity), social conditions, status of the healthcare system and medical advances.
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The Trade-Off between Female Fertility and Longevity during the Epidemiological Transition in the Netherlands. PLoS One 2015; 10:e0144353. [PMID: 26680211 PMCID: PMC4683051 DOI: 10.1371/journal.pone.0144353] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2014] [Accepted: 11/17/2015] [Indexed: 11/19/2022] Open
Abstract
Several hypotheses have been put forward to explain the relationship between women's fertility and their post-reproductive longevity. In this study, we focus on the disposable soma theory, which posits that a negative relationship between women's fertility and longevity can be understood as an evolutionary trade-off between reproduction and survival. We examine the relationship between fertility and longevity during the epidemiological transition in the Netherlands. This period of rapid decline in mortality from infectious diseases offers a good opportunity to study the relationship between fertility and longevity, using registry data from 6,359 women born in The Netherlands between 1850 and 1910. We hypothesize that an initially negative relationship between women's fertility and their longevity gradually turns less negative during the epidemiological transition, because of decreasing costs of higher parities. An initially inversed U-shaped association between fertility and longevity changes to zero during the epidemiological transition. This does suggest a diminishing environmental pressure on fertility. However, we find no evidence of an initial linear trade-off between fertility and post-reproductive survival.
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Chowell G, Simonsen L, Flores J, Miller MA, Viboud C. Death patterns during the 1918 influenza pandemic in Chile. Emerg Infect Dis 2015; 20:1803-11. [PMID: 25341056 PMCID: PMC4214284 DOI: 10.3201/eid2011.130632] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Scarce information about the epidemiology of historical influenza pandemics in South America prevents complete understanding of pandemic patterns throughout the continent and across different climatic zones. To fill gaps with regard to spatiotemporal patterns of deaths associated with the 1918 influenza pandemic in Chile, we reviewed archival records. We found evidence that multiple pandemic waves at various times of the year and of varying intensities occurred during 1918-1921 and that influenza-related excess deaths peaked during July-August 1919. Pandemic-associated mortality rates were elevated for all age groups, including for adults >50 years of age; elevation from baseline was highest for young adults. Overall, the rate of excess deaths from the pandemic was estimated at 0.94% in Chile, similar to rates reported elsewhere in Latin America, but rates varied ≈10-fold across provinces. Patterns of death during the pandemic were affected by variation in host-specific susceptibility, population density, baseline death rate, and climate.
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Chandra S, Kassens-Noor E. The evolution of pandemic influenza: evidence from India, 1918-19. BMC Infect Dis 2014; 14:510. [PMID: 25234688 PMCID: PMC4262128 DOI: 10.1186/1471-2334-14-510] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2014] [Accepted: 07/22/2014] [Indexed: 01/11/2023] Open
Abstract
Background The 1918–19 ‘Spanish’ Influenza was the most devastating pandemic in recent history, with estimates of global mortality ranging from 20 to 50 million. The focal point of the pandemic was India, with an estimated death toll of between 10 and 20 million. We will characterize the pattern of spread, mortality, and evolution of the 1918 influenza across India using spatial or temporal data. Methods This study estimates weekly deaths in 213 districts from nine provinces in India. We compute statistical measures of the severity, speed, and duration of the virulent autumn wave of the disease as it evolved and diffused throughout India. These estimates create a clear picture of the spread of the pandemic across India. Results Analysis of the timing and mortality patterns of the disease reveals a striking pattern of speed deceleration, reduction in peak-week mortality, a prolonging of the epidemic wave, and a decrease in overall virulence of the pandemic over time. Conclusions The findings are consistent with a variety of possible causes, including the changing nature of the dominant viral strain and the timing and severity of the monsoon. The results significantly advance our knowledge of this devastating pandemic at its global focal point. Electronic supplementary material The online version of this article (doi:10.1186/1471-2334-14-510) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Siddharth Chandra
- Asian Studies Center, 301 International Center, Michigan State University, East Lansing, MI 48824, USA.
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Lin MJ, Liu EM. Does in utero exposure to Illness matter? The 1918 influenza epidemic in Taiwan as a natural experiment. JOURNAL OF HEALTH ECONOMICS 2014; 37:152-163. [PMID: 24997382 DOI: 10.1016/j.jhealeco.2014.05.004] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2012] [Revised: 04/30/2014] [Accepted: 05/19/2014] [Indexed: 06/03/2023]
Abstract
This paper tests whether in utero conditions affect long-run developmental outcomes using the 1918 influenza pandemic in Taiwan as a natural experiment. Combining several historical and current datasets, we find that cohorts in utero during the pandemic are shorter as children/adolescents and less educated compared to other birth cohorts. We also find that they are more likely to have serious health problems including kidney disease, circulatory and respiratory problems, and diabetes in old age. Despite possible positive selection on health outcomes due to high infant mortality rates during this period (18%), our paper finds a strong negative impact of in utero exposure to influenza.
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