Suppr超能文献

在个性化健康中,关于决定因素和支付者在基因检测和数据共享采用中的作用。

On the determinants and the role of the payers in the uptake of genetic testing and data sharing in personalized health.

机构信息

Department of Actuarial Science, Faculty of Business and Economics, University of Lausanne, Lausanne, Switzerland.

Swiss Finance Institute, University of Lausanne, Lausanne, Switzerland.

出版信息

Front Public Health. 2023 Mar 2;11:920286. doi: 10.3389/fpubh.2023.920286. eCollection 2023.

Abstract

BACKGROUND

New health technologies and data offer tailored prevention and spot-on treatments, which can considerably reduce healthcare costs. In healthy individuals, insurers can participate in the creation of health capital through data and preventing the occurrence of a disease. In the onset of a disease, sequencing an individual's genome can provide information leading to the use of more efficient treatments. Both improvements are at the core of the "personalized health" paradigm. As a positive side effect, a reduction in healthcare costs is expected. However, the integration of personalized health in insurance schemes starts with a closer understanding of the demand drivers.

METHODS

Using novel data from a survey carried out in Switzerland, we determine the factors influencing the uptake and sharing of data from genetic tests. In our regression analyses, we use five sets of socioeconomic, lifestyle, health insurance, sentiment, and political beliefs variables. Furthermore, two framings assess the willingness to undertake a test and the readiness to share results with an insurer when the costs of the test are borne by the insurer or the individual.

RESULTS

We find that socioeconomic, lifestyle, or political belief variables have very little influence on the uptake of tests and the sharing of data. On the contrary, our results indicate that sentiment and insurance factors play a strong role. More precisely, if genetic tests are perceived as a mean to perform health prevention, this pushes individuals to take them. Furthermore, using the insurer's smartphone app leads to an increase of the likelihood to undergo a test and doubles the probability to share related data. Regarding insurance plans and deductible levels, there is no strong correlation neither with the willingness to take a test nor to share the data. Finally, individuals with complementary health insurance plans are less likely to share results. From the framings for the payment of genetic tests, our results indicate a positive effect of the insurer as a payer on the willingness to undertake tests as well as on data sharing.

CONCLUSION

Our results lay the ground for a deeper understanding of the role of payers on health decisions and sharing of health-related data. In particular, we find that it is relevant for health insurers to engage with their clients.

摘要

背景

新的健康技术和数据提供了定制化的预防和精准治疗方案,这可以显著降低医疗成本。在健康个体中,保险公司可以通过数据参与健康资本的创造并预防疾病的发生。在疾病发作时,对个体基因组进行测序可以提供信息,从而使用更有效的治疗方法。这两个改进都是“个性化健康”范式的核心。作为一个积极的副作用,预计医疗成本将会降低。然而,个性化健康在保险计划中的整合首先需要更深入地了解需求驱动因素。

方法

利用在瑞士进行的一项调查中的新数据,我们确定了影响基因检测数据的使用和共享的因素。在我们的回归分析中,我们使用了五组社会经济、生活方式、健康保险、情绪和政治信仰变量。此外,两种框架评估了在测试成本由保险公司或个人承担时,个人进行测试的意愿和与保险公司共享结果的准备程度。

结果

我们发现,社会经济、生活方式或政治信仰变量对测试的采用和数据的共享几乎没有影响。相反,我们的结果表明,情绪和保险因素起着重要作用。更确切地说,如果基因测试被视为进行健康预防的一种手段,这将促使人们进行测试。此外,使用保险公司的智能手机应用程序会增加进行测试的可能性,并使分享相关数据的概率增加一倍。关于保险计划和免赔额水平,无论是对进行测试的意愿还是对数据共享的意愿,都没有很强的相关性。最后,拥有补充健康保险计划的个人不太可能分享结果。从基因测试支付的框架来看,我们的结果表明,保险公司作为付款人对进行测试和数据共享的意愿都有积极的影响。

结论

我们的研究结果为更深入地了解支付方在健康决策和健康相关数据共享中的作用奠定了基础。特别是,我们发现健康保险公司与客户进行互动是很重要的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0533/10017738/ad3fe3870462/fpubh-11-920286-g0001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验