Related Experiment Video
Updated: Apr 15, 2026

Observational Study Protocol for Repeated Clinical Examination and Critical Care Ultrasonography Within the Simple Intensive Care Studies
Published on: January 16, 2019
A multidisciplinary three-phase approach to improve the clinical utility of patient safety indicators
Peter Najjar1, Allen Kachalia, Tori Sutherland
1Department of Surgery (Dr Najjar), Department of Quality and Safety, (Drs Najjar and Kachalia and Mss Beloff and David-Kasdan), Department of Medicine (Drs Kachalia and Bates), and Department of Anesthesiology, Perioperative and Pain Medicine (Dr Urman), Brigham and Women's Hospital, Boston, Massachusetts; and Department of Anesthesia, Beth Israel Deaconess Medical Center (Dr Sutherland), Harvard Medical School (Drs Najjar, Kachalia, Sutherland, Bates, Urman), Boston, Massachusetts.
Purpose:
The AHRQ Patient Safety Indicators (PSIs) are used for calculation of risk-adjusted postoperative rates for adverse events. The payers and quality consortiums are increasingly requiring public reporting of hospital performance on these metrics. We discuss processes designed to improve the accuracy and clinical utility of PSI reporting in practice.
Methods:
The study was conducted at a 793-bed tertiary care academic medical center where PSI processes have been aggressively implemented to track patient safety events at discharge. A three-phased approach to improving administrative data quality was implemented. The initiative consisted of clinical review of all PSIs, documentation improvement, and provider outreach including active querying for patient safety events.
Results:
This multidisciplinary effort to develop a streamlined process for PSI calculation reduced the reporting of miscoded PSIs and increased the clinical utility of PSI monitoring. Over 4 quarters, 4 of 41 (10%) PSI-11 and 9 of 138 (7%) PSI-15 errors were identified on review of clinical documentation and appropriate adjustments were made.
Conclusion:
A multidisciplinary, phased approach leveraging existing billing infrastructure for robust metric coding, ongoing clinical review, and frontline provider outreach is a novel and effective way to reduce the reporting of false-positive outcomes and improve the clinical utility of PSIs.
Related Concept Videos
Nursing Clinical Information System
A Nursing Clinical Information System (NCIS) is a specialized type of healthcare information system tailored to meet the unique needs of nursing practice. It incorporates the principles of nursing informatics to streamline information management and improve the quality of care delivery.
Critical attributes of NCIS include:
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Methods of Documentation III: PIE
Clinical Trials
There are four phases in a clinical trial. A phase one...
Pharmacovigilance
This process, termed pharmacovigilance, aims to detect, evaluate, and minimize harmful effects related to medication use. The data collection for pharmacovigilance depends on spontaneous reporting systems, where healthcare professionals or patients voluntarily report suspected ADRs.
In some cases, there...
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...