遇见数据集

Hospital Cost Report Analytics-Ready Table

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Databricks2024-11-21 收录
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**Overview** This dataset combines [CMS hospital cost report data](https://www.cms.gov/data-research/statistics-trends-and-reports/cost-reports/hospital-2552-2010-form) from fiscal year 2010 to present, integrating raw RPT, ALPHA, and NMRC files into a unified flat table structured according to the data.cms.gov data dictionary. While data.cms.gov offers cost report data, our dataset provides the most current information through automated monthly updates. The dataset includes all report statuses (submitted, settled, reopened, etc.) and is updated as soon as new CMS data is published. Annual subscription: **$120** Features: - Most up-to-date CMS data available through monthly updates - Complete historical data from FY2010 onwards - All report statuses included - Structured per [official CMS data dictionary](https://data.cms.gov/sites/default/files/2024-03/9756088d-5280-4090-80b9-449d31ef25a3/Cost%20Report%20Data%20Dictionary%20Update.pdf) **Example Use Cases** 1. Data Coverage Analysis - Explore dataset completeness by financial year (`mimi_src_file_date`) - Analyze distribution of report status codes - Understand data freshness and reporting patterns 2. Single Hospital Analysis: Emory Case Study - Hospital identification using name search - Tracking Medicare utilization trends over time - Visualization of key metrics 3. Medicare Volume Growth Analysis - Identifying hospitals with expanding Medicare services - Trend analysis across multiple reporting periods - Growth rate calculations methodology 4. Financial Health Assessment - Identifying hospitals under financial strain - Key financial indicators and thresholds - Risk assessment metrics

**概述** 本数据集整合了2010财年至今的[CMS医院成本报告数据(CMS hospital cost report data)](https://www.cms.gov/data-research/statistics-trends-and-reports/cost-reports/hospital-2552-2010-form),将原始RPT、ALPHA及NMRC文件整合为符合data.cms.gov数据字典规范的统一平面表(flat table)。尽管data.cms.gov平台已提供成本报告数据,但本数据集通过自动化月度更新机制提供最新鲜的数据集。本数据集涵盖所有报告状态(已提交、已结算、已重新开放等),并在CMS发布新数据后第一时间完成更新。 年度订阅费用:**120美元** 数据集特性: - 依托月度更新机制,提供当前可获取的最新CMS数据 - 完整覆盖2010财年起的全部历史数据 - 囊括所有类型的报告状态 - 严格遵循[官方CMS数据字典(official CMS data dictionary)](https://data.cms.gov/sites/default/files/2024-03/9756088d-5280-4090-80b9-449d31ef25a3/Cost%20Report%20Data%20Dictionary%20Update.pdf)规范进行结构化处理 **典型应用场景** 1. 数据覆盖度分析 - 基于财务年度字段(`mimi_src_file_date`)探究数据集完整性 - 分析报告状态代码的分布特征 - 明晰数据新鲜度与报告模式规律 2. 单医院分析:埃默里医院案例研究 - 通过名称检索实现医院身份标识 - 追踪联邦医疗保险(Medicare)服务使用量的长期趋势 - 关键指标可视化呈现 3. 联邦医疗保险服务量增长分析 - 识别医保服务规模持续扩张的医疗机构 - 多报告周期下的趋势分析 - 增长率计算方法论 4. 财务健康度评估 - 识别处于财务困境中的医院 - 关键财务指标与阈值界定 - 风险评估指标体系

提供机构:
mimilabs
搜集汇总
数据集介绍
Hospital Cost Report Analytics-Ready Table 数据集图片
背景与挑战
背景概述
该数据集整合了自2010财年至今的CMS医院成本报告数据,通过月度更新提供最新信息,并包含所有报告状态,遵循官方数据字典结构。它适用于数据覆盖分析、医院案例研究、医保增长趋势分析和财务健康评估等多种应用场景。
以上内容由遇见数据集搜集并总结生成
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