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The modelled impact of increases in physical activity: the effect of both increased survival and reduced incidence of disease
Physical activity can affect ‘need’ for healthcare both by reducing the incidence rate of some diseases and by increasing longevity (increasing the time lived at older ages when disease incidence is higher). However, it is common to consider only the first effect, which may overestimate any reductio...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5380706/ https://www.ncbi.nlm.nih.gov/pubmed/28258521 http://dx.doi.org/10.1007/s10654-017-0235-1 |
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author | Mytton, Oliver T. Tainio, Marko Ogilvie, David Panter, Jenna Cobiac, Linda Woodcock, James |
author_facet | Mytton, Oliver T. Tainio, Marko Ogilvie, David Panter, Jenna Cobiac, Linda Woodcock, James |
author_sort | Mytton, Oliver T. |
collection | PubMed |
description | Physical activity can affect ‘need’ for healthcare both by reducing the incidence rate of some diseases and by increasing longevity (increasing the time lived at older ages when disease incidence is higher). However, it is common to consider only the first effect, which may overestimate any reduction in need for healthcare. We developed a hybrid micro-simulation lifetable model, which made allowance for both changes in longevity and risk of disease incidence, to estimate the effects of increases in physical activity (all adults meeting guidelines) on measures of healthcare need for diseases for which physical activity is protective. These were compared with estimates made using comparative risk assessment (CRA) methods, which assumed that longevity was fixed. Using the lifetable model, life expectancy increased by 95 days (95% uncertainty intervals: 68–126 days). Estimates of the healthcare need tended to decrease, but the magnitude of the decreases were noticeably smaller than those estimated using CRA methods (e.g. dementia: change in person-years, −0.6%, 95% uncertainty interval −3.7% to +1.6%; change in incident cases, −0.4%, −3.6% to +1.9%; change in person-years (CRA methods), −4.0%, −7.4% to −1.6%). The pattern of results persisted under different scenarios and sensitivity analyses. For most diseases for which physical activity is protective, increases in physical activity are associated with decreases in indices of healthcare need. However, disease onset may be delayed or time lived with disease may increase, such that the decreases in need may be relatively small and less than is sometimes expected. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10654-017-0235-1) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-5380706 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-53807062017-04-17 The modelled impact of increases in physical activity: the effect of both increased survival and reduced incidence of disease Mytton, Oliver T. Tainio, Marko Ogilvie, David Panter, Jenna Cobiac, Linda Woodcock, James Eur J Epidemiol Physical Activity Physical activity can affect ‘need’ for healthcare both by reducing the incidence rate of some diseases and by increasing longevity (increasing the time lived at older ages when disease incidence is higher). However, it is common to consider only the first effect, which may overestimate any reduction in need for healthcare. We developed a hybrid micro-simulation lifetable model, which made allowance for both changes in longevity and risk of disease incidence, to estimate the effects of increases in physical activity (all adults meeting guidelines) on measures of healthcare need for diseases for which physical activity is protective. These were compared with estimates made using comparative risk assessment (CRA) methods, which assumed that longevity was fixed. Using the lifetable model, life expectancy increased by 95 days (95% uncertainty intervals: 68–126 days). Estimates of the healthcare need tended to decrease, but the magnitude of the decreases were noticeably smaller than those estimated using CRA methods (e.g. dementia: change in person-years, −0.6%, 95% uncertainty interval −3.7% to +1.6%; change in incident cases, −0.4%, −3.6% to +1.9%; change in person-years (CRA methods), −4.0%, −7.4% to −1.6%). The pattern of results persisted under different scenarios and sensitivity analyses. For most diseases for which physical activity is protective, increases in physical activity are associated with decreases in indices of healthcare need. However, disease onset may be delayed or time lived with disease may increase, such that the decreases in need may be relatively small and less than is sometimes expected. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s10654-017-0235-1) contains supplementary material, which is available to authorized users. Springer Netherlands 2017-03-03 2017 /pmc/articles/PMC5380706/ /pubmed/28258521 http://dx.doi.org/10.1007/s10654-017-0235-1 Text en © The Author(s) 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. |
spellingShingle | Physical Activity Mytton, Oliver T. Tainio, Marko Ogilvie, David Panter, Jenna Cobiac, Linda Woodcock, James The modelled impact of increases in physical activity: the effect of both increased survival and reduced incidence of disease |
title | The modelled impact of increases in physical activity: the effect of both increased survival and reduced incidence of disease |
title_full | The modelled impact of increases in physical activity: the effect of both increased survival and reduced incidence of disease |
title_fullStr | The modelled impact of increases in physical activity: the effect of both increased survival and reduced incidence of disease |
title_full_unstemmed | The modelled impact of increases in physical activity: the effect of both increased survival and reduced incidence of disease |
title_short | The modelled impact of increases in physical activity: the effect of both increased survival and reduced incidence of disease |
title_sort | modelled impact of increases in physical activity: the effect of both increased survival and reduced incidence of disease |
topic | Physical Activity |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5380706/ https://www.ncbi.nlm.nih.gov/pubmed/28258521 http://dx.doi.org/10.1007/s10654-017-0235-1 |
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