Mytton Oliver T, Tainio Marko, Ogilvie David, Panter Jenna, Cobiac Linda, Woodcock James
MRC Epidemiology Unit and UKCRC Centre for Diet and Activity Research (CEDAR), University of Cambridge School of Clinical Medicine, Box 285, Cambridge Biomedical Campus, Cambridge, CB2 0QQ, UK.
Systems Research Institute, Polish Academy of Sciences, Newelska 6, 01-447, Warsaw, Poland.
Eur J Epidemiol. 2017 Mar;32(3):235-250. doi: 10.1007/s10654-017-0235-1. Epub 2017 Mar 3.
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.
身体活动可以通过降低某些疾病的发病率和延长寿命(增加在疾病发病率较高的老年阶段的生存时间)来影响医疗保健的“需求”。然而,人们通常只考虑第一种效应,这可能会高估医疗保健需求的任何减少。我们开发了一种混合微观模拟生命表模型,该模型考虑了寿命和疾病发病率风险的变化,以估计身体活动增加(所有成年人达到指南要求)对身体活动具有保护作用的疾病的医疗保健需求指标的影响。将这些结果与使用比较风险评估(CRA)方法得出的估计值进行比较,CRA方法假设寿命是固定的。使用生命表模型,预期寿命增加了95天(95%不确定性区间:68 - 126天)。医疗保健需求的估计值往往会下降,但下降幅度明显小于使用CRA方法估计的幅度(例如痴呆症:人年变化,-0.6%,95%不确定性区间-3.7%至+1.6%;发病病例变化,-0.4%,-3.6%至+1.9%;人年变化(CRA方法),-4.0%,-7.4%至-1.6%)。在不同的情景和敏感性分析下,结果模式持续存在。对于大多数身体活动具有保护作用的疾病,身体活动的增加与医疗保健需求指标的下降相关。然而,疾病发作可能会延迟,或者患病生存时间可能会增加,因此需求的下降可能相对较小,且小于有时预期的幅度。