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与瑞士补充性医院保险选择相关的因素 - 瑞士健康调查分析。

Factors associated with the choice of supplementary hospital insurance in Switzerland - an analysis of the Swiss Health Survey.

机构信息

Institute of Public Health, School of Health Sciences, ZHAW Zurich University of Applied Sciences, Katharina-Sulzer-Platz 9, Winterthur, 8400, Switzerland.

Winterthur Institute of Health Economics, School of Management and Law, ZHAW Zurich University of Applied Sciences, Gertrudstrasse 15, Winterthur, 8401, Switzerland.

出版信息

BMC Health Serv Res. 2023 Mar 16;23(1):264. doi: 10.1186/s12913-023-09221-0.

Abstract

BACKGROUND

Switzerland has universal coverage via mandatory health insurance that covers a generous basket of health services. In addition to the basic coverage, the insured can buy supplementary insurance for the inpatient sector. Supplementary hospital insurance in Switzerland provides additional services during inpatient stays. Little is known about which factors are associated with the choice of semi-private and private hospital insurances. However, this is of importance to policy makers and the insured population, who might be concerned about a "two-class" inpatient care system. Therefore, the aim of the paper was to explore the factors associated with supplementary hospital insurance enrolment in Switzerland.

METHODS

We used the five most recent waves of the representative Swiss Health Survey (1997, 2002, 2007, 2012, 2017) to explore which factors are associated with supplementary hospital insurance enrolment in adults aged 25 or older. We estimated the same probit model for all five surveys waves and computed average marginal effects.

RESULTS

Our study shows that in all cross-sections the likelihood of enrolling in supplementary hospital insurance increased with higher age, education, household income and was higher for people with a strong preference for unrestricted choice of a specialist and with a higher-than-default deductible choice. The likelihood of supplementary hospital insurance enrolment was lower for the unemployed relative to their inactive counterparts and those living in rural areas relative to comparable urban residents. Ever-smoker status was not statistically significantly associated with supplementary hospital insurance choice. However, our findings indicated differences in estimates over the years regarding demographic as well as insurance-related variables. For example, women were more likely to choose supplementary hospital insurance than comparable men in earlier years.

CONCLUSION

Most importantly, our results indicate that factors related to socioeconomic status - such as education, labour market status, and income - consistently show significant associations with the probability of having supplementary hospital insurance for the entire study period, as opposed to demographic variables - such as nationality and sex.

摘要

背景

瑞士实行全民医疗保险,涵盖广泛的医疗服务。除了基本覆盖范围外,参保人还可以购买住院补充保险。瑞士的补充住院医疗保险在住院期间提供额外的服务。然而,对于政策制定者和参保人群体来说,参保人选择半私人和私人住院保险的相关因素知之甚少,他们可能会担心出现“两级”住院医疗体系。因此,本文旨在探讨与瑞士补充住院医疗保险参保相关的因素。

方法

我们使用具有代表性的瑞士健康调查的五个最新数据(1997 年、2002 年、2007 年、2012 年和 2017 年)来探讨哪些因素与 25 岁及以上成年人的补充住院医疗保险参保相关。我们为所有五个调查数据计算了相同的概率模型,并计算了平均边际效应。

结果

我们的研究表明,在所有截面中,参保人补充住院医疗保险的可能性随着年龄、教育、家庭收入的增加而增加,对于不受限制选择专家的偏好较强、免赔额选择高于默认值的人来说,参保补充住院医疗保险的可能性更高。与非活跃人群相比,失业人群参保补充住院医疗保险的可能性较低,与城市居民相比,农村居民参保补充住院医疗保险的可能性较低。吸烟者的参保补充住院医疗保险的选择与非吸烟者没有统计学上的显著关联。然而,我们的研究结果表明,在过去的几年中,与人口统计学以及保险相关的变量有关的估计值存在差异。例如,在早期,女性比男性更有可能选择补充住院医疗保险。

结论

最重要的是,我们的结果表明,与社会经济地位相关的因素——如教育、劳动力市场地位和收入——在整个研究期间一直与参保补充住院医疗保险的概率显著相关,而不是人口统计学变量——如国籍和性别。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1014/10018950/4c75e2181233/12913_2023_9221_Fig1_HTML.jpg

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