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Open Access 01-12-2023 | Influenza | Research

Exploring the impact of population ageing on the spread of emerging respiratory infections and the associated burden of mortality

Authors: Signe Møgelmose, Karel Neels, Philippe Beutels, Niel Hens

Published in: BMC Infectious Diseases | Issue 1/2023

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Abstract

Background

Increasing life expectancy and persistently low fertility levels have led to old population age structures in most high-income countries, and population ageing is expected to continue or even accelerate in the coming decades. While older adults on average have few interactions that potentially could lead to disease transmission, their morbidity and mortality due to infectious diseases, respiratory infections in particular, remain substantial. We aim to explore how population ageing affects the future transmission dynamics and mortality burden of emerging respiratory infections.

Methods

Using longitudinal individual-level data from population registers, we model the Belgian population with evolving age and household structures, and explicitly consider long-term care facilities (LTCFs). Three scenarios are presented for the future proportion of older adults living in LTCFs. For each demographic scenario, we simulate outbreaks of SARS-CoV-2 and a novel influenza A virus in 2020, 2030, 2040 and 2050 and distinguish between household and community transmission. We estimate attack rates by age and household size/type, as well as disease-related deaths and the associated quality-adjusted life-years (QALYs) lost.

Results

As the population is ageing, small households and LTCFs become more prevalent. Additionally, families with children become smaller (i.e. low fertility, single-parent families). The overall attack rate slightly decreases as the population is ageing, but to a larger degree for influenza than for SARS-CoV-2 due to differential age-specific attack rates. Nevertheless, the number of deaths and QALY losses per 1,000 people is increasing for both infections and at a speed influenced by the share living in LTCFs.

Conclusion

Population ageing is associated with smaller outbreaks of COVID-19 and influenza, but at the same time it is causing a substantially larger burden of mortality, even if the proportion of LTCF residents were to decrease. These relationships are influenced by age patterns in epidemiological parameters. Not only the shift in the age distribution, but also the induced changes in the household structures are important to consider when assessing the potential impact of population ageing on the transmission and burden of emerging respiratory infections.
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Literature
1.
go back to reference Lanzieri G. The greying of the baby boomers. A century-long view of ageing in European populations. Technical report. 2011. Lanzieri G. The greying of the baby boomers. A century-long view of ageing in European populations. Technical report. 2011.
5.
go back to reference United Nations Department of Economic and Social Affairs. World Population Ageing 2019. Technical report, Department of Economic and Social Affairs, Population Division. 2019. United Nations Department of Economic and Social Affairs. World Population Ageing 2019. Technical report, Department of Economic and Social Affairs, Population Division. 2019.
11.
go back to reference Cronin CJ, Evans WN. Nursing home quality, COVID-19 deaths, and excess mortality. J Health Econ. 2022;82;102592. Cronin CJ, Evans WN. Nursing home quality, COVID-19 deaths, and excess mortality. J Health Econ. 2022;82;102592.
19.
go back to reference Gaspard P, Mosnier A, Simon L, Ali-Brandmeyer O, Rabaud C, Larocca S, et al. Gastroenteritis and respiratory infection outbreaks in French nursing homes from 2007 to 2018: Morbidity and all-cause lethality according to the individual characteristics of residents. PLoS ONE. 2019;14(9):1–15. https://doi.org/10.1371/journal.pone.0222321.CrossRef Gaspard P, Mosnier A, Simon L, Ali-Brandmeyer O, Rabaud C, Larocca S, et al. Gastroenteritis and respiratory infection outbreaks in French nursing homes from 2007 to 2018: Morbidity and all-cause lethality according to the individual characteristics of residents. PLoS ONE. 2019;14(9):1–15. https://​doi.​org/​10.​1371/​journal.​pone.​0222321.CrossRef
25.
go back to reference Wing K, Grint DJ, Mathur R, Gibbs HP, Hickman G, Nightingale E, et al. Association between household composition and severe COVID-19 outcomes in older people by ethnicity: an observational cohort study using the OpenSAFELY platform. Int J Epidemiol. 2022;51(6). https://doi.org/10.1093/ije/dyad041. Wing K, Grint DJ, Mathur R, Gibbs HP, Hickman G, Nightingale E, et al. Association between household composition and severe COVID-19 outcomes in older people by ethnicity: an observational cohort study using the OpenSAFELY platform. Int J Epidemiol. 2022;51(6). https://​doi.​org/​10.​1093/​ije/​dyad041.
33.
35.
go back to reference Horn J, Damm O, Greiner W, Hengel H, Kretzschmar ME, Siedler A, et al. Influence of demographic changes on the impact of vaccination against varicella and herpes zoster in Germany - a mathematical modelling study. BMC Med. 2018;16(3). https://doi.org/10.1186/s12916-017-0983-5. Horn J, Damm O, Greiner W, Hengel H, Kretzschmar ME, Siedler A, et al. Influence of demographic changes on the impact of vaccination against varicella and herpes zoster in Germany - a mathematical modelling study. BMC Med. 2018;16(3). https://​doi.​org/​10.​1186/​s12916-017-0983-5.
36.
go back to reference McDonald SA, van Lier A, Plass D, Kretzschmar ME. The Impact of Demographic Change on the Estimated Future Burden of Infectious Diseases: Examples from Hepatitis B and Seasonal Influenza in the Netherlands. BMC Public Health. 2012;12(1046). https://doi.org/10.1186/1471-2458-12-1046. McDonald SA, van Lier A, Plass D, Kretzschmar ME. The Impact of Demographic Change on the Estimated Future Burden of Infectious Diseases: Examples from Hepatitis B and Seasonal Influenza in the Netherlands. BMC Public Health. 2012;12(1046). https://​doi.​org/​10.​1186/​1471-2458-12-1046.
37.
go back to reference Melegaro A, Marziano V, Del Fava E, Poletti P, Tirani M, Rizzo C, et al. The impact of demographic changes, exogenous boosting and new vaccination policies on varicella and herpes zoster in Italy: A modelling and cost-effectiveness study. BMC Med. 2018;16(117). https://doi.org/10.1186/s12916-018-1094-7. Melegaro A, Marziano V, Del Fava E, Poletti P, Tirani M, Rizzo C, et al. The impact of demographic changes, exogenous boosting and new vaccination policies on varicella and herpes zoster in Italy: A modelling and cost-effectiveness study. BMC Med. 2018;16(117). https://​doi.​org/​10.​1186/​s12916-018-1094-7.
39.
go back to reference Williams JR, Manfredi P, Melegaro A. The potential impact of the demographic transition in the Senegal-Gambia region of sub-Saharan Africa on the burden of infectious disease and its potential synergies with control programmes: The case of hepatitis B. BMC Med. 2018;16(1):1–13. https://doi.org/10.1186/s12916-018-1100-0.CrossRef Williams JR, Manfredi P, Melegaro A. The potential impact of the demographic transition in the Senegal-Gambia region of sub-Saharan Africa on the burden of infectious disease and its potential synergies with control programmes: The case of hepatitis B. BMC Med. 2018;16(1):1–13. https://​doi.​org/​10.​1186/​s12916-018-1100-0.CrossRef
43.
go back to reference Krivitsky PN, Coletti P, Hens N. A Tale of Two Datasets: Representativeness and Generalisability of Inference for Samples of Networks. arXiv: 2202.03685. 2022. Krivitsky PN, Coletti P, Hens N. A Tale of Two Datasets: Representativeness and Generalisability of Inference for Samples of Networks. arXiv:​ 2202.​03685. 2022.
45.
go back to reference Preston SH, Heuveline P, Guillot M. Demography. Measuring and Modeling Population Processes. Oxford: Blackwell Publishers; 2001. Preston SH, Heuveline P, Guillot M. Demography. Measuring and Modeling Population Processes. Oxford: Blackwell Publishers; 2001.
46.
go back to reference Federaal Planbureau. Prospectieve sterftequotiënten. Technical Report December 2009. Federaal Planbureau. Prospectieve sterftequotiënten. Technical Report December 2009.
47.
go back to reference Vandresse M. Federal Planning Bureau. Modelling fertility for national population projections. The case of Belgium. Technical report, Federal Planning Bureau (Belgium). 2020. Vandresse M. Federal Planning Bureau. Modelling fertility for national population projections. The case of Belgium. Technical report, Federal Planning Bureau (Belgium). 2020.
48.
go back to reference Gadeyne S. The ultimate inequality: socio-economic differences in all-cause and cause-specific mortality in Belgium in the first part of the 1990s. Brussels: NIDI/CBGS Publications; 2006. Gadeyne S. The ultimate inequality: socio-economic differences in all-cause and cause-specific mortality in Belgium in the first part of the 1990s. Brussels: NIDI/CBGS Publications; 2006.
49.
go back to reference Neels K. Reproductive strategies in Belgian fertility, 1960–1990. Brussels: NIDI/CBGS Publications; 2006. Neels K. Reproductive strategies in Belgian fertility, 1960–1990. Brussels: NIDI/CBGS Publications; 2006.
50.
go back to reference Ball F, Mollison D, Scalia-Tomba G. Epidemics with Two Levels of Mixing. Ann Appl Probab. 1997;7(1):46–89.CrossRef Ball F, Mollison D, Scalia-Tomba G. Epidemics with Two Levels of Mixing. Ann Appl Probab. 1997;7(1):46–89.CrossRef
53.
73.
go back to reference Pérez-Flores E, Izquierdo-Puente JC, Castillo-Pérez JJ, Ramírez-Rosales G, Grijalva-Otero I, López-Macías C, et al. Quantifying the mortality caused by the H1N1 influenza virus during the 2009 pandemic in Mexico. J Infect Dev Countries. 2014;8(6):742–8. https://doi.org/10.3855/jidc.3622.CrossRef Pérez-Flores E, Izquierdo-Puente JC, Castillo-Pérez JJ, Ramírez-Rosales G, Grijalva-Otero I, López-Macías C, et al. Quantifying the mortality caused by the H1N1 influenza virus during the 2009 pandemic in Mexico. J Infect Dev Countries. 2014;8(6):742–8. https://​doi.​org/​10.​3855/​jidc.​3622.CrossRef
79.
go back to reference Keilman N. Erroneous Population Forecasts. In: Bengtsson T, Keilman N, editors. Old and New Perspectives on Mortality Forecasting. Cham: Springer; 2019. Keilman N. Erroneous Population Forecasts. In: Bengtsson T, Keilman N, editors. Old and New Perspectives on Mortality Forecasting. Cham: Springer; 2019.
80.
go back to reference Crèvecoeur J, Hens N, Neyens T, Larivière Y, Verhasselt B, Masson H. Change in COVID19 outbreak pattern following vaccination in long-term care facilities in Flanders, Belgium. Vaccine. 2022;40:6218–24.CrossRefPubMedPubMedCentral Crèvecoeur J, Hens N, Neyens T, Larivière Y, Verhasselt B, Masson H. Change in COVID19 outbreak pattern following vaccination in long-term care facilities in Flanders, Belgium. Vaccine. 2022;40:6218–24.CrossRefPubMedPubMedCentral
Metadata
Title
Exploring the impact of population ageing on the spread of emerging respiratory infections and the associated burden of mortality
Authors
Signe Møgelmose
Karel Neels
Philippe Beutels
Niel Hens
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Infectious Diseases / Issue 1/2023
Electronic ISSN: 1471-2334
DOI
https://doi.org/10.1186/s12879-023-08657-3

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