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孟加拉国基于主成分分析(PCA)的医疗保健家庭自付支出。

Household out-of-pocket expenditures on health care in Bangladesh according to principal component analysis (PCA).

机构信息

Health Policy Science, Public Health Leader Course Program, Graduate School of Medical & Dental Science, Tokyo Medical and Dental University, Tokyo, Japan.

出版信息

Biosci Trends. 2009 Feb;3(1):25-31.

Abstract

In Bangladesh, illness results in large out-of-pocket health care expenditures for households. Identifying the components associated with health care expenditures should prove meaningful for future policy formulation in Bangladesh. Thus, the objective of the study was to investigate the overall influence of individual health care costs over data space in a probalistic way using Principal Component Analysis for expenditures incurred due to a recent illness. The study is based on secondary data of the Household Income and Expenditure Survey conducted in 2005 by the Bangladesh Bureau of Statistics. This survey is a nationally representative survey in Bangladesh and its sample includes 8,126 individuals who have incurred health care expenditures in the 30 days prior to the survey. Principal Component Analysis was used to analyze the influence of the factors of health care expenditures in Bangladesh. According to results, 58% of the information on the overall data space confirmed that the cost of medicine is greater than any other factor for health care expenditures. Drug-related health expenditures represented a large component and suggest the need for policies promoting the rational use of drugs. If such strategies are considered and implemented in operational stages, the quality of health care should improve and drug expenditures should substantially decrease.

摘要

在孟加拉国,疾病导致家庭大量的医疗支出。确定与医疗支出相关的因素对于未来孟加拉国的政策制定应该是有意义的。因此,本研究的目的是使用主成分分析(Principal Component Analysis)来研究由于最近的疾病而产生的医疗支出在数据空间中的整体影响。本研究基于孟加拉国统计局于 2005 年进行的家庭收入和支出调查的二次数据。该调查是孟加拉国具有代表性的全国性调查,其样本包括在调查前 30 天内发生医疗支出的 8126 个人。主成分分析用于分析孟加拉国医疗支出的影响因素。结果表明,整体数据空间的 58%的信息证实,药品成本大于医疗支出的任何其他因素。与药物相关的医疗支出占很大比例,这表明需要制定促进合理使用药物的政策。如果在操作阶段考虑并实施这些策略,医疗保健质量应该会提高,药品支出也应该会大幅减少。

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