title: Trends for the Geographic Distribution of Radiological Resources in Hokkaido, Japan: Data Analysis Using Gini Coefficient and Herfindahl-Hirschman Index.
abstract: The aim of this study is to analyze the maldistribution and the trends in the geographic distribution of radiological resources in secondary medical areas of Hokkaido. The distribution was measured by combining the Gini coefficient (GC), which is an indicator of inequality of distribution, and the Herfindahl-Hirschman index (HHI), which is mainly used to assess market concentration. Data concerning the distribution of radiological resources, such as CT, MRI, radiotherapy facilities (RTF), radiological technologists (RT), and medical doctors were obtained from official publications. CT was more equally distributed, and RTF was more inequality than other radiological resources in 2014. Radiological resources excluded CT were higher degree of concentration than population distribution, and it showed that they were located relatively more intensively in urban areas than in rural areas. During the period 1999-2014, the GC for CT, MRI, RTF, and RT decreased, while the HHI increased. These trends indicated increased equality of distribution of CT, MRI, RTF, and RT and the concentration in urban areas. This study suggested that GC and HHI could be powerful indicators for allocation planning of medical resources with further analysis of the maldistribution of medical resources.
authors.affiliation: Graduate School of Health Sciences, Hokkaido University.
authors.forename: Kensuke
authors.initials: K
authors.lastname: Fujiwara
authors.forename: Ayako
authors.initials: A
authors.lastname: Yagahara
authors.forename: Takumi
authors.initials: T
authors.lastname: Tanikawa
authors.forename: Yuji
authors.initials: Y
authors.lastname: Tani
authors.forename: Hisateru
authors.initials: H
authors.lastname: Ohba
authors.forename: Katsuhiko
authors.initials: K
authors.lastname: Ogasawara
mesh_terms: D007564:Japan; D011871:Radiology / Q000639:trends; D000078329:Workforce