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使用陈述偏好离散选择模型评估水痘疫苗的引入。

Using stated preference discrete choice modelling to evaluate the introduction of varicella vaccination.

作者信息

Hall Jane, Kenny Patricia, King Madeleine, Louviere Jordan, Viney Rosalie, Yeoh Angela

机构信息

Centre for Health Economics Research and Evaluation (CHERE), Central Sydney Area Health Service and University of Techology, Sydney, Australia.

出版信息

Health Econ. 2002 Jul;11(5):457-65. doi: 10.1002/hec.694.

Abstract

Applications of stated preference discrete choice modelling (SPDCM) in health economics have been used to estimate consumer willingness to pay and to broaden the range of consequences considered in economic evaluation. This paper demonstrates how SPDCM can be used to predict participation rates, using the case of varicella (chickenpox) vaccination. Varicella vaccination may be cost effective compared to other public health programs, but this conclusion is sensitive to the proportion of the target population immunised. A choice experiment was conducted on a sample of Australian parents to predict uptake across a range of hypothetical programs. Immunisation rates would be increased by providing immunisation at no cost, by requiring it for school entry, by increasing immunisation rates in the community and decreasing the incidence of mild and severe side effects. There were two significant interactions; price modified the effect of both support from authorities and severe side effects. Country of birth was the only significant demographic characteristic. Depending on aspects of the immunisation program, the immunisation rates of children with Australian-born parents varied from 9% to 99% while for the children with parents born outside Australia they varied from 40% to 99%. This demonstrates how SPDCM can be used to understand the levels of attributes that will induce a change in the decision to immunise, the modification of the effect of one attribute by another, and subgroups in the population. Such insights can contribute to the optimal design and targeting of health programs.

摘要

陈述性偏好离散选择模型(SPDCM)在健康经济学中的应用已被用于估计消费者的支付意愿,并拓宽经济评估中所考虑的后果范围。本文以水痘疫苗接种为例,展示了如何使用SPDCM来预测参与率。与其他公共卫生项目相比,水痘疫苗接种可能具有成本效益,但这一结论对目标人群的免疫比例较为敏感。对一组澳大利亚父母进行了一项选择实验,以预测一系列假设项目中的接种情况。免费提供疫苗接种、将其作为入学要求、提高社区免疫率以及降低轻、重度副作用的发生率,都将提高免疫率。存在两个显著的交互作用;价格改变了当局支持和严重副作用的影响。出生国家是唯一显著的人口统计学特征。根据免疫项目的不同方面,澳大利亚出生的父母所生子女的免疫率在9%至99%之间变化,而父母出生在澳大利亚以外的子女的免疫率在40%至99%之间变化。这表明了SPDCM如何能够用于理解将促使免疫决策发生变化的属性水平、一个属性对另一个属性影响的修正以及人群中的亚组情况。这些见解有助于健康项目的优化设计和精准定位。

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