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一种预测到2050年美国糖尿病患病率的动态马尔可夫模型。

A dynamic Markov model for forecasting diabetes prevalence in the United States through 2050.

作者信息

Honeycutt Amanda A, Boyle James P, Broglio Kristine R, Thompson Theodore J, Hoerger Thomas J, Geiss Linda S, Narayan K M Venkat

机构信息

Research Triangle Institute, USA.

出版信息

Health Care Manag Sci. 2003 Aug;6(3):155-64. doi: 10.1023/a:1024467522972.

Abstract

This study develops forecasts of the number of people with diagnosed diabetes and diagnosed diabetes prevalence in the United States through the year 2050. A Markov modeling framework is used to generate forecasts by age, race and ethnicity, and sex. The model forecasts the number of individuals in each of three states (diagnosed with diabetes, not diagnosed with diabetes, and death) in each year using inputs of estimated diagnosed diabetes prevalence and incidence; the relative risk of mortality from diabetes compared with no diabetes; and U.S. Census Bureau estimates of current population, live births, net migration, and the mortality rate of the general population. The projected number of people with diagnosed diabetes rises from 12.0 million in 2000 to 39.0 million in 2050, implying an increase in diagnosed diabetes prevalence from 4.4% in 2000 to 9.7% in 2050.

摘要

本研究对美国到2050年确诊糖尿病患者人数及确诊糖尿病患病率进行了预测。采用马尔可夫建模框架按年龄、种族和族裔以及性别生成预测。该模型利用估计的确诊糖尿病患病率和发病率、糖尿病与非糖尿病相比的相对死亡风险,以及美国人口普查局对当前人口、出生人数、净移民和总人口死亡率的估计,预测每年三种状态(确诊糖尿病、未确诊糖尿病和死亡)中每种状态的个体数量。预计确诊糖尿病患者人数将从2000年的1200万增至2050年的3900万,这意味着确诊糖尿病患病率将从2000年的4.4%增至2050年的9.7%。

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