人工耳蜗植入转诊模式研究数据集

英国多中心观察性研究数据集,包含符合人工耳蜗植入标准的成年患者数据,分析转诊模式及社会经济、种族差异。

NIAID Data Ecosystem
浏览 9
表格past medical historyimplementing straightforward measures4 devolved nations31 december 20211 · 991 · 851 · 751 · 741 · 661 · 491 · 411 · 39
Collaborative authors.

基本信息

模态
表格
大小
0.000014663 GB
许可
CC BY 4.0
创建/更新时间
2026-10-07
版本
v1

资源简介

人工耳蜗植入转诊模式研究数据集

【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 14.66 KB,主题涵盖 past medical history、implementing straightforward measures、4 devolved nations、31 december 2021、1 · 99,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《Collaborative authors.》。源站首次发布:2024-04-04。

【数据内容】

源站原始描述:Background Patients with severe-to-profound hearing loss may benefit from management with cochlear implants. These patients need a referral to a cochlear implant team for further assessment and possible surgery. The referral pathway may result in varied access to hearing healthcare. This study aimed to explore referral patterns and whether there were any socioeconomic or ethnic associations with the likelihood of referral. The primary outcome was to determine factors influencing referral for imp…

【数据结构与技术规格】

文件数 1 个,合计 14.66 KB。pmed.1004296.s009.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,14.66 KB。数据集 DOI:10.1371/journal.pmed.1004296.s009。

【主题与分类】

源站学科分类:Medicine、Cell Biology、Genetics、Biotechnology、Cancer、Science Policy。主题标签:past medical history、implementing straightforward measures、4 devolved nations、31 december 2021、1 · 99、1 · 85、1 · 75、1 · 74、1 · 66、1 · 49。

【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://plos.figshare.com/articles/dataset/Collaborative_authors_/25541965

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

规范引用:Swords, Chloe; Ghedia, Reshma; Blanchford, Hannah; Arwyn–Jones, James; Heward, Elliot; Milinis, Kristijonas; et al. (2024). Collaborative authors.. PLOS Medicine. Dataset

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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 "pmed.1004296.s009.xlsx" "https://ndownloader.figshare.com/files/45454069"

文件清单

  • pmed.1004296.s009.xlsx(14.66 KB)

文件总体积 14.66 KB(源站 API 实测)。

数据说明

Background
Patients with severe-to-profound hearing loss may benefit from management with cochlear implants. These patients need a referral to a cochlear implant team for further assessment and possible surgery. The referral pathway may result in varied access to hearing healthcare. This study aimed to explore referral patterns and whether there were any socioeconomic or ethnic associations with the likelihood of referral. The primary outcome was to determine factors influencing referral for implant assessment. The secondary outcome was to identify factors impacting whether healthcare professionals had discussed the option of referral.
Methods and findings
A multicentre multidisciplinary observational study was conducted in secondary care Otolaryngology and Audiology units in Great Britain. Adults fulfilling NICE (2019) audiometric criteria for implant assessment were identified over a 6-month period between 1 July and 31 December 2021. Patient- and site-specific characteristics were extracted. Multivariable binary logistic regression was employed to compare a range of factors influencing the likelihood of implant discussion and referral including patient-specific (demographics, past medical history, and degree of hearing loss) and site-specific factors (cochlear implant champion and whether the hospital performed implants).
Hospitals across all 4 devolved nations of the UK were invited to participate, with data submitted from 36 urban hospitals across England, Scotland, and Wales. Nine hospitals (25%) conducted cochlear implant assessments. The majority of patients lived in England (n = 5,587, 86.2%); the rest lived in Wales (n = 419, 6.5%) and Scotland (n = 233, 3.6%). The mean patient age was 72 ± 19 years (mean ± standard deviation); 54% were male, and 75·3% of participants were white, 6·3% were Asian, 1·5% were black, 0·05% were mixed, and 4·6% were self-defined as a different ethnicity.
Of 6,482 submitted patients meeting pure tone audiometric thresholds for cochlear implantation, 311 already had a cochlear implant. Of the remaining 6,171, 35.7% were informed they were eligible for an implant, but only 9.7% were referred for assessment. When adjusted for s

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pmed.1004296.s009(source: https://plos.figshare.com/articles/dataset/Collaborative_authors_/25541965)。

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