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A model-based estimation of inter-prefectural migration of physicians within Japan and associated factors

机译:基于模型的日本国内医生的县际迁移及其相关因素的估计

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摘要

Despite an increase in the number of physicians in Japan, misdistribution of physicians within the 47 prefectures remains a major issue. Migration of physicians among prefectures might partly explain the misdistribution. However, geographical differences and the magnitude of physicians’ migration are unclear. The aim of this study was to estimate the extent of migration of physicians among prefectures and explore possible factors associated with physicians’ migration patterns.Using a publicly available government database from 1995 to 2014, a quantitative estimation of physicians’ migration after graduation from a medical school was performed. The inflow and outflow of physicians were ostensibly calculated in each prefecture based on the differences between the number of newly licensed physicians and the actual number of practicing physicians after an adjustment for the number of deceased or retired physicians. Simple and multiple linear regression analyses were conducted to examine socio-demographic background factors.During the 20-year study period, the mean annual numbers of newly licensed physicians, deceased or retired physicians, and increase in practicing physicians in the whole country were 7416, 3382, and 4034, respectively. Among the 47 prefectures, the median annual number of newly licensed physicians to 100,000 population ratio (PPR) was 6.4 (range 1.5–16.5), the median annual adjusted number of newly licensed physicians was 61 (range, −18 to 845; the negative and positive values denote outflow and inflow, respectively), whereas the median annual number of migrating physicians was 13 (range, −171 to 241). The minimum and maximum migration ratios observed were −68% and 245%, respectively. In the final regression model of the 8 variables examined, only “newly licensed PPR” remained significantly associated with physician's migration ratios.A significant inequality in the proportion of the migration of physicians among prefectures in Japan was observed. The multivariate analyses suggest that the newly licensed PPRs, and not from-rural-to-urban migration, might be one of the keys to explaining the migration ratios of physicians. The differences and magnitude of physicians’ migration should be factored into mitigate misdistribution of physicians.
机译:尽管日本的医师人数有所增加,但47个县内医师分布不均仍然是一个主要问题。州之间医生的迁徙可能部分解释了这种分布不均。但是,地区差异和医生迁徙的规模尚不清楚。这项研究的目的是评估县之间医生的迁移程度,并探索与医生迁移模式相关的可能因素。使用1995年至2014年的公共政府数据库,对从医学毕业后医生迁移的定量估计学校进行了。表面上,根据对新任医生人数与实际执业医生人数之间的差异(调整了死者或退休医生的人数之后),得出各县的医生流入和流出情况。进行了简单和多元线性回归分析以研究社会人口统计学背景因素。在20年的研究期间,全国范围内新获得执业医师,已故或退休医师的平均年数量以及在职医师的增加为7416, 3382和4034。在47个州中,新获得许可的医师与100,000人口比例(PPR)的中位数为6.4(范围为1.5-16.5),新调整的具有执照的医师的中位数年度数量为61(范围为−18至845;负值) “正值”分别表示“流出”和“流入”,而每年迁徙医生的中位数为13(范围为-171至241)。观察到的最小和最大迁移率分别为-68%和245%。在所考察的8个变量的最终回归模型中,只有“新许可的PPR”仍然与医师的迁徙比率显着相关。在日本各县之间,医师迁徙比例的显着不平等现象被观察到。多元分析表明,新获得许可的PPR(而不是从农村到城市的迁移)可能是解释医师迁移率的关键之一。应该考虑医生迁移的差异和程度,以减轻医生的错误分配。

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