美国肿瘤精准医疗遗传咨询可及性差异地理空间分析数据集

本数据集包含美国县级遗传咨询师分布与癌症发病率表格数据,通过地理空间分析揭示不同地区和癌症类型间遗传咨询可及性的差异。

NIAID Data Ecosystem
浏览 26
表格Genetic counselinghealth accesssocial determinants of healthgeographic information systemcancer careprecision medicineBRCAhealthcare equity
Table_5_Disparity in Access to Oncology Precision Care: A Geospatial Analysis of Driving Distances to Genetic Counselors in the U.S.

基本信息

模态
表格
大小
0.000109312 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

美国肿瘤精准医疗遗传咨询可及性差异地理空间分析数据集

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 1 个文件、合计 109.31 KB,主题涵盖 Genetic counseling、health access、social determinants of health、geographic information system、cancer care,可用于统计建模、特征工程与队列分析,CC BY 4.0 许可开放获取。

【数据集背景】

本数据集源站标题为《Table_5_Disparity in Access to Oncology Precision Care: A Geospatial Analysis of Driving Distances to Genetic Counselors in the U.S..pdf》。配套论文《Disparity in Access to Oncology Precision Care: A Geospatial Analysis of Driving Distances to Genetic Counselors in the U.S.》发表于 Frontiers in Oncology(2021),DOI:10.3389/fonc.2021.689927。源站首次发布:2021-06-16。

【数据内容】

源站原始描述:In the US, the growing demand for precision medicine, particularly in oncology, continues to put pressure on the availability of genetic counselors to meet that demand. This is especially true in certain geographic locations due to the uneven distribution of genetic counselors throughout the US. To assess these disparities, access to genetic counselors of all specialties is explored by geography, cancer type, and social determinants of health. Geospatial technology was used to combine and analyz…

【数据结构与技术规格】

文件数 1 个,合计 109.31 KB。Table_5_Disparity in Access to Oncology Precision Care: A Geospatial Analysis of Driving Distances to Genetic Counselors in the U.S..pdf:application/pdf,109.31 KB。数据集 DOI:10.3389/fonc.2021.689927.s010。

【主题与分类】

源站学科分类:Cancer、Haematological Tumours、Molecular Targets、Radiation Therapy、Oncology and Carcinogenesis not elsewhere classified、Solid Tumours。主题标签:Genetic counseling、health access、social determinants of health、geographic information system、cancer care、precision medicine、BRCA、healthcare equity。

【适用方向】

结构化表格数据可直接用于统计建模、特征工程与队列分析。

【获取与许可】

源站页面:https://frontiersin.figshare.com/articles/dataset/Table_5_Disparity_in_Access_to_Oncology_Precision_Care_A_Geospatial_Analysis_of_Driving_Distances_to_Genetic_Counselors_in_the_U_S_pdf/14789661

使用许可:CC BY 4.0(https://creativecommons.org/licenses/by/4.0/)。

规范引用:Bellaiche, Mathias M. J.; Fan, Winnie; Walbert, Harold John; McClave, Egan H.; Goodnight, Bradley L.; Sieling, Fred H.; et al. (2021). Table_5_Disparity in Access to Oncology Precision Care: A Geospatial Analysis of Driving Distances to Genetic Counselors in the U.S..pdf. Frontiers. Dataset

【使用注意】

· 源站最后修改于 2023-05-31,引用时请注意版本时效。

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下载信息

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需要注册 Kaggle 账号并登录后下载,适合需要跟踪下载记录和使用 API 的用户。

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当前数据集主要来源为 Kaggle 公开托管,完整影像包建议通过原始链接或 Kaggle API 获取。

使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "Table_5_Disparity in Access to Oncology Precision Care: A Geospatial Analysis of Driving Distances to Genetic Counselors in the U.S..pdf" "https://ndownloader.figshare.com/files/28426794"

文件清单

  • Table_5_Disparity in Access to Oncology Precision Care: A Geospatial Analysis of Driving Distances to Genetic Counselors in the U.S..pdf(109.31 KB)

文件总体积 109.31 KB(源站 API 实测)。

数据说明

In the US, the growing demand for precision medicine, particularly in oncology, continues to put pressure on the availability of genetic counselors to meet that demand. This is especially true in certain geographic locations due to the uneven distribution of genetic counselors throughout the US. To assess these disparities, access to genetic counselors of all specialties is explored by geography, cancer type, and social determinants of health. Geospatial technology was used to combine and analyze genetic counselor locations and cancer incidence at the county level across the US, with a particular focus on tumors associated with BRCA mutations including ovarian, pancreatic, prostate and breast. Access distributions were quantified, and associations with region, cancer type, and socioeconomic variables were investigated using correlational tests. Nationally, in 2020, there were 4,813 genetic counselors, or 1.49 genetic counselors per 100,000 people, varying between 0.17 to 5.7 per 100,000 at the state level. Seventy-one percent of U.S. residents live within a 30-minute drive-time to a genetic counselor. Drive-times, however, are not equally distributed across the country – while 82% of people in metropolitan areas are 30 minutes from a genetic counselor, only 6% of people in nonmetro areas live within 30 minutes’ drive time. There are statistically significant differences in access across geographical regions, socioeconomics and cancer types. Access to genetic counselors for cancer patients differs across groups, including regional, socioeconomic, and cancer type. These findings highlight areas of the country that may benefit from increased genetic counseling provider supply, by increasing the number of genetic counselors in a region or by expanding the use of telegenetics a term used to describe virtual genetic counseling consults that occur via videoconference. Policy intervention to allow genetic counselors to bill for their services may be an effective route for increasing availability of genetic counselors’ services However, genetic counselors in direct patient care settings also face other challenges such as salary, job satisfaction, job recognition, overwor

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.3389/fonc.2021.689927.s010(source: https://frontiersin.figshare.com/articles/dataset/Table_5_Disparity_in_Access_to_Oncology_Precision_Care_A_Geospatial_Analysis_of_Driving_Distances_to_Genetic_Counselors_in_the_U_S_pdf/14789661)。

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