The effects of demographic change on disease transmission and vaccine impact in a household structured population
The demographic structure of populations in both more developed and less developed countries is changing: increases in life expectancy and declining fertility have led to older populations and smaller households. The implications of these demographic changes for the spread and control of infectious...
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doaj-fa7e9d5ae82b46c391eb6c702e1728b52020-11-24T23:53:40ZengElsevierEpidemics1755-43651878-00672015-12-0113C566410.1016/j.epidem.2015.08.002The effects of demographic change on disease transmission and vaccine impact in a household structured populationNicholas Geard0Kathryn Glass1James M. McCaw2Emma S. McBryde3Kevin B. Korb4Matt J. Keeling5Jodie McVernon6Centre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, 207 Bouverie Street, The University of Melbourne, VIC 3010, AustraliaNational Centre for Epidemiology and Population Health, College of Medicine, Biology and Environment, Building 62, Cnr of Eggleston and Mills Roads, The Australian National University, Canberra, ACT 0200, AustraliaCentre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, 207 Bouverie Street, The University of Melbourne, VIC 3010, AustraliaDepartment of Medicine, The University of Melbourne, 4th Floor, Clinical Sciences Building, The Royal Melbourne Hospital, Royal Parade, Parkville, VIC 3050, AustraliaClayton School of Information Technology, Building 63, Monash University Clayton Campus, Wellington Road, Clayton, VIC 3800, AustraliaBiological Sciences and Mathematics Institute, University of Warwick, Gibbet Hill Rd, Coventry CV4 7AL, United KingdomCentre for Epidemiology and Biostatistics, Melbourne School of Population and Global Health, 207 Bouverie Street, The University of Melbourne, VIC 3010, AustraliaThe demographic structure of populations in both more developed and less developed countries is changing: increases in life expectancy and declining fertility have led to older populations and smaller households. The implications of these demographic changes for the spread and control of infectious diseases are not fully understood. Here we use an individual based model with realistic and dynamic age and household structure to demonstrate the marked effect that demographic change has on disease transmission at the population and household level. The decline in fertility is associated with a decrease in disease incidence and an increase in the age of first infection, even in the absence of vaccination or other control measures. Although large households become rarer as fertility decreases, we show that there is a proportionate increase in incidence of disease in these households as the accumulation of susceptible clusters increases the potential for explosive outbreaks. By modelling vaccination, we provide a direct comparison of the relative importance of demographic change and vaccination on incidence of disease. We highlight the increased risks associated with unvaccinated households in a low fertility setting if vaccine behaviour is correlated with household membership. We suggest that models that do not account for future demographic change, and especially its effect on household structure, may potentially overestimate the impact of vaccination.http://www.sciencedirect.com/science/article/pii/S175543651500081XInfectious diseaseDemographic changeVaccinationIndividual based model |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Nicholas Geard Kathryn Glass James M. McCaw Emma S. McBryde Kevin B. Korb Matt J. Keeling Jodie McVernon |
spellingShingle |
Nicholas Geard Kathryn Glass James M. McCaw Emma S. McBryde Kevin B. Korb Matt J. Keeling Jodie McVernon The effects of demographic change on disease transmission and vaccine impact in a household structured population Epidemics Infectious disease Demographic change Vaccination Individual based model |
author_facet |
Nicholas Geard Kathryn Glass James M. McCaw Emma S. McBryde Kevin B. Korb Matt J. Keeling Jodie McVernon |
author_sort |
Nicholas Geard |
title |
The effects of demographic change on disease transmission and vaccine impact in a household structured population |
title_short |
The effects of demographic change on disease transmission and vaccine impact in a household structured population |
title_full |
The effects of demographic change on disease transmission and vaccine impact in a household structured population |
title_fullStr |
The effects of demographic change on disease transmission and vaccine impact in a household structured population |
title_full_unstemmed |
The effects of demographic change on disease transmission and vaccine impact in a household structured population |
title_sort |
effects of demographic change on disease transmission and vaccine impact in a household structured population |
publisher |
Elsevier |
series |
Epidemics |
issn |
1755-4365 1878-0067 |
publishDate |
2015-12-01 |
description |
The demographic structure of populations in both more developed and less developed countries is changing: increases in life expectancy and declining fertility have led to older populations and smaller households. The implications of these demographic changes for the spread and control of infectious diseases are not fully understood. Here we use an individual based model with realistic and dynamic age and household structure to demonstrate the marked effect that demographic change has on disease transmission at the population and household level. The decline in fertility is associated with a decrease in disease incidence and an increase in the age of first infection, even in the absence of vaccination or other control measures. Although large households become rarer as fertility decreases, we show that there is a proportionate increase in incidence of disease in these households as the accumulation of susceptible clusters increases the potential for explosive outbreaks. By modelling vaccination, we provide a direct comparison of the relative importance of demographic change and vaccination on incidence of disease. We highlight the increased risks associated with unvaccinated households in a low fertility setting if vaccine behaviour is correlated with household membership. We suggest that models that do not account for future demographic change, and especially its effect on household structure, may potentially overestimate the impact of vaccination. |
topic |
Infectious disease Demographic change Vaccination Individual based model |
url |
http://www.sciencedirect.com/science/article/pii/S175543651500081X |
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