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绘制美国神经外科医生在培训和当前实践地区的地理迁移图:与学术产出的关联。

Mapping the geographic migration of United States neurosurgeons across training and current practice regions: associations with academic productivity.

机构信息

1Department of Neurosurgery, Washington University School of Medicine, St. Louis, Missouri.

2Department of Neurosurgery, The University of Texas Southwestern Medical Center, Dallas, Texas.

出版信息

J Neurosurg. 2023 Mar 17;139(4):1109-1119. doi: 10.3171/2023.1.JNS222269. Print 2023 Oct 1.

Abstract

OBJECTIVE

Characterizing changes in the geographic distribution of neurosurgeons in the United States (US) may inform efforts to provide a more equitable distribution of neurosurgical care. Herein, the authors performed a comprehensive analysis of the geographic movement and distribution of the neurosurgical workforce.

METHODS

A list containing all board-certified neurosurgeons practicing in the US in 2019 was obtained from the American Association of Neurological Surgeons membership database. Chi-square analysis and a post hoc comparison with Bonferroni correction were performed to assess differences in demographics and geographic movement throughout neurosurgeon careers. Three multinomial logistic regression models were performed to further evaluate relationships among training location, current practice location, neurosurgeon characteristics, and academic productivity.

RESULTS

The study cohort included 4075 (3830 male, 245 female) neurosurgeons practicing in the US. Seven hundred eighty-one neurosurgeons practice in the Northeast, 810 in the Midwest, 1562 in the South, 906 in the West, and 16 in a US territory. States with the lowest density of neurosurgeons included Vermont and Rhode Island in the Northeast; Arkansas, Hawaii, and Wyoming in the West; North Dakota in the Midwest; and Delaware in the South. Overall, the effect size, as measured by Cramér's V statistic, between training stage and training region is relatively modest at 0.27 (1.0 is complete dependence); this finding was reflected in the similarly modest pseudo R2 values of the multinomial logit models, which ranged from 0.197 to 0.246. Multinomial logistic regression with L1 regularization revealed significant associations between current practice region and residency region, medical school region, age, academic status, sex, or race (p < 0.05). On subanalysis of the academic neurosurgeons, the region of residency training correlated with an advanced degree type in the overall neurosurgeon cohort, with more neurosurgeons than expected holding Doctor of Medicine and Doctor of Philosophy degrees in the West (p = 0.021).

CONCLUSIONS

Female neurosurgeons were less likely to practice in the South, and neurosurgeons in the South and West had reduced odds of holding academic rather than private positions. The Northeast was the most likely region to contain neurosurgeons who had completed their training in the same locality, particularly among academic neurosurgeons who did their residency in the Northeast.

摘要

目的

描述美国神经外科医生地理分布的变化,可能有助于提供更公平的神经外科护理分布。在此,作者对神经外科医生的地理流动和分布进行了全面分析。

方法

从美国神经外科学会会员数据库中获得了一份包含 2019 年在美国执业的所有 board-certified 神经外科医生的名单。使用卡方检验和事后 Bonferroni 校正进行比较,以评估神经外科医生职业生涯中人口统计学特征和地理流动的差异。进行了三个多项逻辑回归模型,以进一步评估培训地点、当前实践地点、神经外科医生特征和学术生产力之间的关系。

结果

研究队列包括在美国执业的 4075 名(3830 名男性,245 名女性)神经外科医生。781 名神经外科医生在东北部执业,810 名在中西部,1562 名在南部,906 名在西部,16 名在美属领土。神经外科医生密度最低的州包括东北部的佛蒙特州和罗得岛州;西部的阿肯色州、夏威夷州和怀俄明州;中西部的北达科他州;南部的特拉华州。总体而言,以 Cramér 的 V 统计量衡量的培训阶段和培训区域之间的效应大小相对适中,为 0.27(1.0 是完全依赖);这一发现反映在多项逻辑回归的类似适度伪 R2 值中,范围从 0.197 到 0.246。具有 L1 正则化的多项逻辑回归显示,当前实践区域与住院医师区域、医学院区域、年龄、学术地位、性别或种族之间存在显著关联(p < 0.05)。在对学术神经外科医生的亚分析中,住院医师培训区域与整体神经外科医生队列中高级学位类型相关,西部拥有医学博士和哲学博士学位的神经外科医生比预期的要多(p = 0.021)。

结论

女性神经外科医生更不可能在南部执业,南部和西部的神经外科医生获得学术而非私人职位的可能性较低。东北部是最有可能包含在同一地点完成培训的神经外科医生的地区,尤其是在东北部完成住院医师培训的学术神经外科医生中。

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