Adjudicating Registry Data: Benefits and Pitfalls-The ACTION Experience

David M Kwiatkowski1, Scott Auerbach2, Robert A Niebler3

  • 1Department of Pediatrics, Stanford University School of Medicine, Palo Alto, CA, USA.

Insights

The Advanced Cardiac Therapies Improving Outcomes Network (ACTION) registry offers valuable data on pediatric mechanical circulatory support. Understanding its strengths and limitations is crucial for accurate research and improved patient care.

Area of Science:

  • Pediatric Cardiology
  • Medical Device Research
  • Clinical Data Management

Background:

  • The Advanced Cardiac Therapies Improving Outcomes Network (ACTION) registry collects data on pediatric patients receiving mechanical circulatory support (MCS).
  • It includes over 1500 patients from 48 centers and adjudicates adverse events.
  • Data from the ACTION registry supports research, quality improvement, and regulatory efforts for ventricular assist devices.

Purpose of the Study:

  • To review the strengths and limitations of the ACTION registry.
  • To ensure optimal utility of the registry for pediatric MCS patients.
  • To suggest improvements for enhanced patient care.

Main Methods:

  • Review of the ACTION registry's data collection and adjudication processes.
  • Analysis of the registry's current dataset size and scope.
  • Identification of potential biases and limitations inherent in registry data.

Main Results:

  • The ACTION registry is a large, adjudicated dataset valuable for research and regulatory support.
  • Potential biases and limitations exist, which may affect the interpretation of findings.
  • Understanding these limitations is key for meaningful conclusions from the pediatric MCS population.

Conclusions:

  • The ACTION registry is a significant resource for pediatric mechanical circulatory support.
  • Awareness of its limitations is essential for rigorous scientific interpretation.
  • Potential improvements can further enhance the care of this vulnerable patient group.

Related Concept Videos

Types of Records II: Educational and Administrative Records01:18

Types of Records II: Educational and Administrative Records

Maintaining nurses' educational and administrative records in healthcare settings, including hospitals and nursing schools, is paramount. Here's a breakdown of the types of academic records mentioned:
747
Data Reporting and Recording01:24

Data Reporting and Recording

Reporting and recording are crucial in data documentation. The timely, thorough, and accurate documentation of facts is essential when recording patient data. Failure to record findings during an assessment or interpretation of a problem will result in loss of information and make the patient document unreliable. The reader is left with general impressions if the information is not specific. A recording is documenting data of the individual's health information in a traceable, secure, and...
4.6K
Purpose of Health Records I01:11

Purpose of Health Records I

The vital purpose of health records is to provide a complete and accurate account of a patient's medical history, including communication, diagnostic and therapeutic orders, care planning, research, and quality review.
Here's a breakdown of how health records serve these purposes:
1.2K
Data Validation01:03

Data Validation

Data validation is an essential part of a comprehensive assessment. Validation is confirming or verifying and opening the door to gathering more assessment data as it clarifies vague or unclear data. The process of checking and verifying the collected information is called data validation. The primary purpose of data validation is to ensure data is as free from error, bias, and misinterpretation as possible.
Nursing assessment guides are generally based on holistic models rather than medical...
5.0K
Archival Research01:40

Archival Research

Some researchers gain access to large amounts of data without interacting with a single research participant. Instead, they use existing records to answer various research questions. This type of research approach is known as archival research. Archival research relies on looking at past records or data sets to look for interesting patterns or relationships. For example, a researcher might access the academic records of all individuals who enrolled in college within the past ten years and...
16.0K
Methods of Documentation VI: Case Management Model01:15

Methods of Documentation VI: Case Management Model

The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
561