轻度认知障碍诊断中的种族差异研究

研究轻度认知障碍诊断中种族差异的神经心理学测试数据集,包含491名黑人和2818名白人的临床评估数据。

Kiselica, Andrew M.; Trout, Kate; Lewis, Kaleea R.; Johnson, EllenKiselica, Andrew M.; Trout, Kate; Lewis, Kaleea R.; Johnson, Ellen
Taylor & Francis Group
2023-10-20 更新
浏览 20
表格Cognitiondiagnosismild cognitive impairmentneuropsychologyracial differences
Examining racial disparities in the diagnosis of mild cognitive impairment

基本信息

模态
表格
大小
0.000029822 GB
许可
CC BY 4.0
创建/更新时间
2023-10-20
版本
v1

资源简介

轻度认知障碍诊断中的种族差异研究

【一句话概览】

本数据集是 figshare 公开的结构化表格数据集,收录 2 个文件、合计 29.82 KB,主题涵盖 Cognition、diagnosis、mild cognitive impairment、neuropsychology、racial differences,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《Examining racial disparities in the diagnosis of mild cognitive impairment》。配套论文《Examining racial disparities in the diagnosis of mild cognitive impairment》发表于 Applied Neuropsychology: Adult(2021),DOI:10.1080/23279095.2021.1976778。项目资助方:This work was supported by an Alzheimer’s Association Research Fellowship [2019-AARF-641693, PI Andrew Kiselica, PhD]. The NACC database is funded by NIA/NIH Grant U01 AG016976.。源站首次发布:2021-09-23。

【数据内容】

源站原始描述:Black individuals are less likely to receive an accurate diagnosis of mild cognitive impairment (MCI) than their White counterparts, possibly because diagnoses are typically made by a physician, often without reference to objective neuropsychological test data. We examined racial differences in actuarial MCI diagnoses among individuals diagnosed with MCI via semi-structured clinical interview (the Clinical Dementia Rating) to examine for possible biases in the diagnostic process. Participants we…

【数据结构与技术规格】

文件数 2 个,合计 29.82 KB。hapn_a_1976778_sm1178.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,12.82 KB。hapn_a_1976778_sm1177.docx:application/vnd.openxmlformats-officedocument.wordprocessingml.document,17.00 KB。数据集 DOI:10.6084/m9.figshare.16670911.v1。

【主题与分类】

源站学科分类:Neuroscience、Biotechnology、Evolutionary Biology、Mental Health、Hematology。主题标签:Cognition、diagnosis、mild cognitive impairment、neuropsychology、racial differences。

【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://tandf.figshare.com/articles/dataset/Examining_racial_disparities_in_the_diagnosis_of_mild_cognitive_impairment/16670911

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

规范引用:Examining racial disparities in the diagnosis of mild cognitive impairment. Taylor & Francis. Kiselica, Andrew M.; Johnson, Ellen; Lewis, Kaleea R.; Trout, Kate

【使用注意】

· 源站最后修改于 2023-10-20,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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使用方式

数据集获取(Figshare)

命令行下载

curl -L -o "hapn_a_1976778_sm1178.docx" "https://ndownloader.figshare.com/files/30867628"
curl -L -o "hapn_a_1976778_sm1177.docx" "https://ndownloader.figshare.com/files/30867631"

文件清单

  • hapn_a_1976778_sm1178.docx(12.82 KB)
  • hapn_a_1976778_sm1177.docx(17.00 KB)

文件总体积 29.82 KB(源站 API 实测)。

数据说明

Black individuals are less likely to receive an accurate diagnosis of mild cognitive impairment (MCI) than their White counterparts, possibly because diagnoses are typically made by a physician, often without reference to objective neuropsychological test data. We examined racial differences in actuarial MCI diagnoses among individuals diagnosed with MCI via semi-structured clinical interview (the Clinical Dementia Rating) to examine for possible biases in the diagnostic process. Participants were drawn from the National Alzheimer’s Coordinating Center Uniform Data Set and included 491 individuals self-identifying as Black and 2,818 individuals self-identifying as White. Chi-square tests were used to examine racial differences in rates of low scores for each cognitive test (domains assessed included attention, processing speed/executive functioning, memory, language, and visual skills). Next, we tested for racial differences in probability of meeting actuarial criteria for MCI by race. Compared to Black participants diagnosed with MCI via clinical interview, White individuals diagnosed with MCI via clinical interview demonstrated significantly higher rates of low demographically-adjusted z-scores on tests of memory, attention, processing speed, and verbal fluency. Furthermore, White individuals were significantly more likely to meet actuarial criteria for MCI (71.60%) than Black individuals (57.90%). Results suggest there may be bias in MCI classification based on semi-structured interview, leading to over diagnosis among Black individuals and/or under diagnosis among White individuals. Examination of neuropsychological test data and use of actuarial approaches may reduce racial disparities in the diagnosis of MCI. Nonetheless, issues related to race-based norming and differential symptom presentations complicate interpretation of results.

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.6084/m9.figshare.16670911.v1(source: https://tandf.figshare.com/articles/dataset/Examining_racial_disparities_in_the_diagnosis_of_mild_cognitive_impairment/16670911)。

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