What composes desirable formal at-home elder care? An analysis for multiple service combinations
What composes desirable formal at-home elder care? An analysis for multiple service combinations
复制标题
理想的正式家庭老年护理包括哪些要素？
DOI：
10.1007/s42973-019-00031-w
复制
发表时间：
2020
影响因子：
1.2
通讯作者：
Shinya Sugawara
中科院分区：
文献类型：
--
作者：
東大社研;玄田 有史;飯田 高;齋藤 翔太朗;Koji Yamamoto;重田雄樹;Shinya Sugawara
我估计了多种正式居家老年人护理服务组合与健康状况之间的关系。作为昂贵的机构护理的合理替代品，在家正式的老年人护理在发达国家越来越受欢迎。由于家庭护理由许多小型和互补的服务组成，因此需要分析多种服务组合与健康状况之间的关系。然而，这些组合的高维性使得估计变得困难。本研究采用回归分析，以护理服务组合作为交叉虚拟解释变量。为了降低组合维度，我选择了有足够数量的老年人共同购买的组合。我将这种方法应用于日本长期护理的索赔数据，社会保险计划导致了一个为老年人提供许多护理服务的市场的出现。实证结果显示，日本超过0.03%的参保人仅使用了14种家庭护理服务的200种组合。在这些组合中，康复服务与老年人的健康状况有相当大的正相关。但是，由于这些服务地点的区域差异，它们的使用受到限制。
I estimate the relationship between combinations of multiple services for formal at-home elder care and health status. As a reasonable substitute for expensive institutional care, at-home formal elderly care is gaining popularity in developed countries. Because at-home care is composed of many small and complementary services, the relationship between multiple service combinations and health status requires analysis. However, the high dimensionality of these combinations makes estimation difficult. This study employs a regression analysis using care service combinations as cross-dummy explanatory variables. To reduce the combination dimensions, I select the combinations that are purchased jointly by a sufficient number of the elderly using basket analysis. I apply this method to claims data for Japanese long-term care, for which the social insurance program has resulted in the emergence of a market that offers many care services for the elderly. The empirical results show that only 200 combinations of 14 at-home care services are used by more than 0.03% of the insured in Japan. Of these combinations, rehabilitation services have a considerable positive correlation with the health status of the elderly. However, their use is limited owing to regional disparities in the location of such services.
登录
查看更多内容
社会经济风险分析与管理（日语）
DOI：
--
发表时间：
2006
期刊：
Japanese Risk Association eds., Encyclopedia of Risk Studies, Revised Edition, Hankyu Communication (non-refereed)
影响因子：
--
作者：
Yasuhiro;Sakai
通讯作者：
Sakai
DOI：
10.3390/ijerph7083022
发表时间：
2010-08
影响因子：
--
作者：
Hashimoto H;Horiguchi H;Matsuda S
通讯作者：
Matsuda S
DOI：
10.1111/j.1532-5415.2005.53175.x
发表时间：
2005-03-01
影响因子：
6.3
作者：
Tsutsui, T;Muramatsu, N
通讯作者：
Muramatsu, N
养老院护理需求：机构与非机构护理的替代分析
DOI：
--
发表时间：
1975
期刊：
影响因子：
--
作者：
B. Chiswick
通讯作者：
B. Chiswick
DOI：
10.1137/1.9781611974010.5
发表时间：
2014-07
期刊：
Informação & Informação
影响因子：
--
作者：
M. Sugiyama;F. Llinares-López;Niklas Kasenburg;Karsten M. Borgwardt
通讯作者：
M. Sugiyama;F. Llinares-López;Niklas Kasenburg;Karsten M. Borgwardt