流感相关医疗利用数据(表格和图数据值)

该数据集包含2015-2019年流感季节Medicaid和商业保险人群的流感相关医疗利用表格数据,按人口统计分层。

Figshare
2025-05-22 更新
浏览 23
表格optum &# 8217calculated per 1002015 &# 821118 &# 8211study compared influenzaresearch identifiable filesdata mart databasecommercially insured patientsintensive care unitimprove primary carereduce ed relianceinfluenza healthcare disparities
Data values for tables and figures.

基本信息

模态
表格
大小
0.000024678 GB
许可
CC BY 4.0
创建/更新时间
2025-05-22
版本
v1

资源简介

流感相关医疗利用数据(表格和图数据值)

【数据集背景】

本数据集源站标题为《Data values for tables and figures.》。源站首次发布:2025-05-22。

【数据内容】

源站原始描述:Background Influenza-related healthcare utilization among Medicaid patients and commercially insured patients is not well-understood. This study compared influenza-related healthcare utilization and assessed disease management among individuals diagnosed with influenza during the 2015–2019 influenza seasons. Methods This retrospective cohort study identified influenza cases among adults (18–64 years) using data from the Transformed Medicaid Statistical Information System (T-MSIS) Analytic Files…

【数据结构与技术规格】

文件数 1 个,合计 24.68 KB。pone.0321208.s007.xlsx:application/vnd.openxmlformats-officedocument.spreadsheetml.sheet,24.68 KB。数据集 DOI:10.1371/journal.pone.0321208.s007。

【主题与分类】

源站学科分类:Medicine、Biotechnology、Biological Sciences not elsewhere classified、Marine Biology、Science Policy、Infectious Diseases。主题标签:optum &# 8217、calculated per 100、2015 &# 8211、18 &# 8211、study compared influenza、research identifiable files、data mart database、commercially insured patients、intensive care unit、improve primary care。

【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/Data_values_for_tables_and_figures_/29129965

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

规范引用:Matas, Jennifer L.; Raskina, Kira; Tong, Sabine; Forney, Derrick; Scarpellini, Bruno; Cruz-Rivera, Mario; et al. (2025). Data values for tables and figures.. PLOS ONE. Dataset

官方服务

专家保障全链路合规授权与标注交付

陕川双基地 × 超十家三甲医院直连

从合规授权、采集治理、专业标注到数据集交付,我们提供全链路闭环服务,让高质量临床数据即拿即用。

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下载信息

注册下载

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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无需注册即可直接获取公开样本或文档,适合快速预览和评估数据集质量。

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公开数据集受托下载与技术交付服务。

提供高速下载与技术交付服务(收技术服务费,非数据销售)

暂未开放

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 "pone.0321208.s007.xlsx" "https://ndownloader.figshare.com/files/54755791"

文件清单

  • pone.0321208.s007.xlsx(24.68 KB)

文件总体积 24.68 KB(源站 API 实测)。

数据说明

Background
Influenza-related healthcare utilization among Medicaid patients and commercially insured patients is not well-understood. This study compared influenza-related healthcare utilization and assessed disease management among individuals diagnosed with influenza during the 2015–2019 influenza seasons.
Methods
This retrospective cohort study identified influenza cases among adults (18–64 years) using data from the Transformed Medicaid Statistical Information System (T-MSIS) Analytic Files (TAF) Research Identifiable Files (RIF) and Optum’s de-identified Clinformatics® Data Mart Database (CDM). Influenza-related healthcare utilization rates were calculated per 100,000 patients by setting (outpatient, emergency department (ED), inpatient hospitalizations, and intensive care unit (ICU) admissions) and demographics (sex, race, and region). Rate ratios were computed to compare results from both databases. Influenza episode management assessment included the distribution of the index point-of-care, antiviral prescriptions, and laboratory tests obtained.
Results
The Medicaid population had a higher representation of racial/ethnic minorities than the CDM population. In the Medicaid population, influenza-related visits in outpatient and ED settings were the most frequent forms of healthcare utilization, with similar rates of 652 and 637 visits per 100,000, respectively. In contrast, the CDM population predominantly utilized outpatient settings. Non-Hispanic Blacks and Hispanics exhibited the highest rates of influenza-related ED visits in both cohorts. In the Medicaid population, Black (64.5%) and Hispanic (51.6%) patients predominantly used the ED as their index point-of-care for influenza. Overall, a greater proportion of Medicaid beneficiaries (49.8%) did not fill any influenza antiviral prescription compared to the CDM population (37.0%).
Conclusion
Addressing disparities in influenza-related healthcare utilization between Medicaid and CDM populations is crucial for equitable healthcare access. Targeted interventions are needed to improve primary care and antiviral access and reduce ED reliance, especially among racial/ethnic minorities and low-income populatio

许可

CC BY 4.0

引用

学术使用请引用 DOI 10.1371/journal.pone.0321208.s007(source: https://plos.figshare.com/articles/dataset/Data_values_for_tables_and_figures_/29129965)。

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