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Data Quality

Reports

Displaying 1 - 10 of 11. 10 per page. Page 1.

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Report

State All Payer Claims Databases: Identifying Challenges and Opportunities for Conducting Patient-Centered Outcomes Research and Multi-State Studies

This report is the third in a series of reports commissioned by the Office of the Assistant Secretary for Planning and Evaluation (ASPE) from the RAND Corporation addressing state all payer claims databases (APCDs). APCDs include medical, pharmacy, and dental claims, as well as enrollment and provider files collected from private and public payers by states, usually as part of a State mandate.
Report, Research Summary

EHR Implementation Guide – Identifying Frailty Using Existing Health Data: Challenges and Opportunities for Health Systems

RAND identified use cases on identifying frailty using electronic health record (EHR) data in health systems in the US and examples from other countries, which demonstrate applications in both primary and specialist care. The final EHR implementation guide summarizes the learnings from participants in the EHR Learning Network and the identified use cases.
Case Study, Report

Understanding the Impacts of OS-PCORTF Projects on Data Capacity: An Interim Qualitative Assessment

This report presents findings from an interim qualitative assessment that examined the ways in which OS-PCORTF projects collectively advanced the ability of researchers to conduct patient-centered outcomes research (PCOR) by (1) improving the quality of data; (2) providing more relevant, comprehensive data; (3) enhancing analytical resources; and (4) reducing barriers to data access and use.

Ownership of Hospitals: An Analysis of Newly-Released Federal Data & A Method for Assessing Common Owners

To enhance transparency in health care markets, in December 2022, the Centers for Medicare & Medicaid Services (CMS) publicly released comprehensive data on the ownership of all U.S. hospitals that are enrolled in Medicare. This report provides an overview of the available data, a methodology for assigning hospitals to chains, and several preliminary analyses to showcase the data.
Environmental Scan

Identifying Environmental Data, Barriers, and Opportunities for HSR and PCOR: Environmental Scan

The authors conducted a landscape scan to identify environmental data suitable for health services research (HSR) and patient centered outcomes research (PCOR). Additional research was done to uncover examples of and opportunities for data linkage with other HHS data.
Report

Developing and Assessing the Validity of Claims-based Indicators of Frailty and Functional Disabilities in Electronic Health Records

This project focused on validating an established claims-based frailty indexes (CFI) using linked claims-EHR databases of multiple large health systems. Additionally, the project assessed and compared the EHR and claims data of these data sources to ensure sufficient data quality for frailty analysis.
Report

Linking State Health Care Data to Inform Policymaking: Opportunities and Challenges

This posting includes a report prepared by the RAND Corporation, “State All Payer Claims Databases Understanding the Current Landscape and Challenges to Use,” which builds on a 2021 report “The History, Promise and Challenges of State All Payer Claims Databases.” The new report provides additional detail on the objectives of and use cases for APCDs, the current APCD landscape, and implementati
ASPE Issue Brief

Quality of Federal COVID-19 Data

This analysis applies the Federal Committee on Statistical Methodology's Data Quality Framework to assess the data quality of federal data for understanding and responding to the COVID-19 pandemic, focusing on five COVID-19 indicators: testing, cases, hospitalizations, deaths, and vaccinations.

Improving Data for Decision Making: HHS Data Collection Strategies for a Transformed Health System: Implementation Update and Accomplishments

Introduction and Background Overview The data collection systems sponsored by HHS are critical to the HHS mission, and they also provide most of the national statistical capacity to monitor the health of the population and the functioning of the health care, public health and human services systems.