Related Experiment Video
Updated: Mar 22, 2026

Inverse Probability of Treatment Weighting Propensity Score using the Military Health System Data Repository and National Death Index
Published on: January 8, 2020
The Use of Claims-Based Data in Inpatient Public Reporting and Pay-for-Performance Programs: Is There Opportunity for
Purpose:
This study examined whether self-reported, facility-based data validation practices for claims submissions of cases flagged as Patient Safety Indicators (PSIs) match professional and regulatory standards.
Methods:
The National Association of Healthcare Quality members who work in an inpatient setting were invited to complete an anonymous survey to self-report their practices around facility-based data validation of PSI cases.
Results:
The authors found widespread variation in how PSI administrative data are internally validated; inconsistency in the education and training required of staff who participate in this process; and relatively poor compliance with physician query guidelines and documentation amendment standards.
Conclusions:
The self-described wide variation and nonadherence to professional and regulatory standards within the facility-based validation process for PSIs raise concerns about the use of these data to make meaningful judgments about quality and safety. The authors recommend a standardized approach to reporting and validation be implemented for use of PSIs in public reporting and pay-for-performance programs.
More Related Videos
Related Concept Videos
Health Information Technology and Healthcare Information System
Health Information Technology, commonly called HIT, integrates advanced information systems and technology in healthcare settings. Its primary functions include:
Data Reporting and Recording
Introduction to Documentation and Reporting
Nursing documentation records essential information and details regarding a patient's care and treatment in written or electronic form. It is a critical aspect of nursing practice that involves documenting assessments, interventions, outcomes, and other relevant details about a patient's health status.
Documentation maps the patient's health journey by creating a comprehensive...
Types of Reports II: Incident or Occurrence Report
Purposes:
In the healthcare industry, reports play a crucial role in documenting incidents within an agency. The primary objective of these reports is to ensure patient safety, uphold the...
Standards of Care II
Documentation in Long-Term and Home Healthcare Setting
Long-Term Care Facilities

