Department of Therapeutic Radiology, Yale University School of Medicine, New Haven, CT, USA.
Int J Radiat Oncol Biol Phys. 2012 Apr 1;82(5):1723-9. doi: 10.1016/j.ijrobp.2011.01.070. Epub 2011 Apr 13.
To evaluate trends in the geographic distribution of the radiation oncology (RO) workforce.
We used the 1995 and 2007 versions of the Area Resource File to map the ratio of RO to the population aged 65 years or older (ROR) within different health service areas (HSA) within the United States. We used regression analysis to find associations between population variables and 2007 ROR. We calculated Gini coefficients for ROR to assess the evenness of RO distribution and compared that with primary care physicians and total physicians.
There was a 24% increase in the RO workforce from 1995 to 2007. The overall growth in the RO workforce was less than that of primary care or the overall physician workforce. The mean ROR among HSAs increased by more than one radiation oncologist per 100,000 people aged 65 years or older, from 5.08 per 100,000 to 6.16 per 100,000. However, there remained consistent geographic variability concerning RO distribution, specifically affecting the non-metropolitan HSAs. Regression analysis found higher ROR in HSAs that possessed higher education (p = 0.001), higher income (p < 0.001), lower unemployment rates (p < 0.001), and higher minority population (p = 0.022). Gini coefficients showed RO distribution less even than for both primary care physicians and total physicians (0.326 compared with 0.196 and 0.292, respectively).
Despite a modest growth in the RO workforce, there exists persistent geographic maldistribution of radiation oncologists allocated along socioeconomic and racial lines. To solve problems surrounding the RO workforce, issues concerning both gross numbers and geographic distribution must be addressed.
评估放射肿瘤学(RO)劳动力的地理分布趋势。
我们使用 1995 年和 2007 年的地区资源文件,绘制了美国不同卫生服务区(HSA)内 RO 与 65 岁或以上人口(ROR)的比例图。我们使用回归分析来发现人口变量与 2007 年 ROR 之间的关联。我们计算了 ROR 的基尼系数,以评估 RO 分布的均匀程度,并将其与初级保健医生和总医生进行比较。
RO 劳动力从 1995 年到 2007 年增长了 24%。RO 劳动力的总体增长低于初级保健医生或总医生劳动力的增长。HSA 中的平均 ROR 增加了每 10 万 65 岁或以上人口超过一名放射肿瘤学家,从 5.08 名/10 万增加到 6.16 名/10 万。然而,RO 分布的地理差异仍然存在,特别是在非大都市 HSA 中。回归分析发现,在具有较高教育水平(p=0.001)、较高收入(p<0.001)、较低失业率(p<0.001)和较高少数民族人口(p=0.022)的 HSA 中,ROR 较高。基尼系数显示,RO 分布的均匀程度不如初级保健医生和总医生(分别为 0.326、0.196 和 0.292)。
尽管 RO 劳动力有适度增长,但放射肿瘤学家的地理分布仍然存在社会经济和种族差异。为了解决 RO 劳动力问题,必须既要解决总数问题,又要解决地理分布问题。