A dynamic microsimulation of health outcomes in Mexico's aging population.

IF 3.2 2区 医学 Q1 GERONTOLOGY
Hanke Heun-Johnson, Tadeja Gracner, Bryan Tysinger
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Abstract

Background and objectives: Mexico faces health policy challenges because of rising prevalence of health conditions, a rapidly aging population, and disparities in health care access. Nationally representative longitudinal surveys released in recent years allow for projections of health care needs that can support policymakers to mitigate these challenges. This study validates the Mexico Future Older Adult Model (MFOAM), a dynamic microsimulation model for Mexico's aging population. Using 2012-2018 data from individuals aged 51+ years in the Mexican Health and Aging Study (MHAS), the simulation builds on the Future Elderly Model from the United States.

Research design and methods: The model predicts lifetime health outcomes and risk factors, functional limitations, and mortality. Internal validation compares simulation outcomes to survey data at the individual and cohort level. External validation compares outcomes with 2012-2021 data from the National Health and Nutrition Survey (ENSANUT).

Results: Internal and external validation showed robust performance. Population projections indicated almost a doubling of the 51+ population in Mexico between 2018 and 2051, with increasing prevalence of hypertension (52.3% to 66.1%), diabetes (24.6% to 31.9%), respiratory disease (10.2% to 15.1%), myocardial infarction (5.5% to 9.7%), stroke (4.3% to 8.0%), cancer (3.6% to 7.0%), and functional limitations (6.6% to 10.2%), reflecting national health trends.

Discussion and implications: The MFOAM projects population outcomes through 2051, or specific age cohorts until all members reach the end of their lives. Harmonized variables from the Gateway to Global Aging allow for cross-country comparisons and expansion with other health and economic variables. These forecasts help support policy planning and health care strategies in Mexico.

Abstract Image

墨西哥老龄化人口健康结果的动态微观模拟[j]。
背景和目标:墨西哥面临着卫生政策方面的挑战,因为健康状况日益普遍,人口迅速老龄化,在获得卫生保健方面存在差距。近年来发布的具有全国代表性的纵向调查允许对卫生保健需求进行预测,从而支持决策者减轻这些挑战。本研究验证了墨西哥未来老年人模型(MFOAM),这是一个针对墨西哥老龄化人口的动态微观模拟模型。使用2012-2018年墨西哥健康与老龄化研究(MHAS)中51岁以上个体的数据,模拟建立在美国未来老年人模型的基础上。研究设计和方法:该模型预测终生健康结果和危险因素、功能限制和死亡率。内部验证将模拟结果与个人和队列水平的调查数据进行比较。外部验证将结果与2012-2021年国家健康与营养调查(ENSANUT)的数据进行比较。结果:内部和外部验证表明该方法具有良好的性能。人口预测显示,2018年至2051年期间,墨西哥51岁以上人口几乎翻了一番,高血压(52.3%至66.1%)、糖尿病(24.6%至31.9%)、呼吸系统疾病(10.2%至15.1%)、心肌梗死(5.5%至9.7%)、中风(4.3%至8.0%)、癌症(3.6%至7.0%)和功能限制(6.6%至10.2%)的患病率增加,反映了全国健康趋势。讨论和启示:MFOAM项目人口结果到2051年,或特定年龄组,直到所有成员达到他们的生命结束。来自全球老龄化门户的统一变量允许与其他健康和经济变量进行跨国比较和扩展。这些预测有助于支持墨西哥的政策规划和卫生保健战略。
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来源期刊
Gerontologist
Gerontologist GERONTOLOGY-
CiteScore
11.00
自引率
8.80%
发文量
171
期刊介绍: The Gerontologist, published since 1961, is a bimonthly journal of The Gerontological Society of America that provides a multidisciplinary perspective on human aging by publishing research and analysis on applied social issues. It informs the broad community of disciplines and professions involved in understanding the aging process and providing care to older people. Articles should include a conceptual framework and testable hypotheses. Implications for policy or practice should be highlighted. The Gerontologist publishes quantitative and qualitative research and encourages manuscript submissions of various types including: research articles, intervention research, review articles, measurement articles, forums, and brief reports. Book and media reviews, International Spotlights, and award-winning lectures are commissioned by the editors.
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