通过网络分析解读健康保险在福祉方面的复杂中介作用
Deciphering the complex intermediate role of health coverage through insurance in the context of well-being by network analysis
摘要:
最近的一些举措夸大了健康保险对福祉的覆盖面,这与健康决定因素所确定的公认的对立事实相冲突,这些决定因素将医疗保健确定为一个中间因素。通过使用我们从美国的调查数据和贝叶斯网络结构学习算法重建的包括健康保险在内的多种社会资源之间的受控相互依赖网络,我们研究了为什么在大多数国家作为医疗保健准入门槛的健康保险只是幸福的中间因素。我们使用社会网络分析方法来探索模型中一般、特定和特殊层面上的复杂关系。所有的水平都提供了证据,表明医疗保险的中介作用依赖于与收入的密切关系,并再现了其不公平的分配。在我们的分析中出现了一些关于最有效的医疗保险类型的信号。
英文摘要:
Recent initiatives that overstate health insurance coverage for well-being conflict with the recognized antagonistic facts identified by the determinants of health that identify health care as an intermediate factor. By using a network of controlled interdependences among multiple social resources including health insurance, which we reconstructed from survey data of the U.S. and Bayesian networks structure learning algorithms, we examined why health insurance through coverage, which in most countries is the access gate to health care, is just an intermediate factor of well-being. We used social network analysis methods to explore the complex relationships involved at general, specific and particular levels of the model. All levels provide evidence that the intermediate role of health insurance relies in a strong relationship to income and reproduces its unfair distribution. Some signals about the most efficient type of health coverage emerged in our analyses.
机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。