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一个应用于卫生规划的人口动态模拟模型。

A population dynamics simulation model with application to health planning.

作者信息

Sanders J L

出版信息

J Health Adm Educ. 1986 Summer;4(3):453-65.

Abstract

Despite the increasing emphasis on computers and quantitative methods in health services programs, health services administration students are denied access to many of the most powerful tools of systems analysis, including discrete event simulation, because they lack the necessary background in computer programming, simulation methodology, and stochastic processes. This article presents an approach to the modeling of the growth and decline of population groups and their attributes that can be used by students who do not have the extensive quantitative background required to develop the usual discrete event simulation models. The underlying theory, which is based on the behavior of the expectation process of vector Galton-Watson branching processes, can be explained quite easily. An example is presented that uses an age and sex specific model of population growth to investigate policy questions related to the feasibility of the construction of a long-term care facility for a defined population group. Planning decisions are based on the growth and decline of the numbers of individuals in the various age and sex groups. Extensions of the basic methodology are possible that would include projections of the variance-covariance matrix of the population sizes for each year of the projection process. In addition, the model can be extended to include projections of the impact of infectious and communicable diseases on a defined population group together with the effect of categorical disease screening and control programs. Given the basic data utilized in the model, the implementation of the calculations required by the model can be made on modern microcomputer hardware using any of the standard spreadsheet programs.

摘要

尽管在卫生服务项目中对计算机和定量方法的重视日益增加,但卫生服务管理专业的学生却无法使用许多最强大的系统分析工具,包括离散事件模拟,因为他们缺乏计算机编程、模拟方法和随机过程方面的必要背景知识。本文提出了一种对人群及其属性的增长和衰退进行建模的方法,没有开发通常的离散事件模拟模型所需广泛定量背景的学生也可以使用。基于向量高尔顿 - 沃森分支过程期望过程行为的基础理论很容易解释。给出了一个示例,该示例使用特定年龄和性别的人口增长模型来研究与为特定人群建设长期护理设施的可行性相关的政策问题。规划决策基于不同年龄和性别组中个体数量的增长和衰退情况。基本方法可以扩展,包括对预测过程中每年人口规模方差 - 协方差矩阵的预测。此外,该模型可以扩展到包括传染病和可传播疾病对特定人群的影响预测,以及分类疾病筛查和控制项目的效果。鉴于模型中使用的基本数据,可以使用任何标准电子表格程序在现代微型计算机硬件上进行模型所需计算的实现。

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