The Individual Participant Data (IPD) Integrity Tool

Safeguarding Research Integrity

Learn how the tool can support you as a researcher, journal editor, publisher or research institution.

About the Tool

What is the IPD Integrity Tool?

The IPD Integrity Tool is a structured framework designed to help researchers screen randomised controlled trials (RCTs) for integrity issues using individual participant data (IPD). It aims to identify potential concerns about data quality and trial authenticity—issues that can undermine trust in evidence-based healthcare.

Why it Matters:

As evidence synthesis increasingly relies on IPD, ensuring the integrity of this data is vital. The tool enables systematic reviewers and other users of IPD to identify red flags and take appropriate actions before including trials in meta-analyses.

How it Works:

The tool comprises a checklist of items to assess the integrity of trials, grouped across domains such as data patterns, randomisation, baseline characteristics, internal/external consistency, and plausibility. It is based on expert consensus and grounded in real-world trial examples.

Links to publications:

Contact us / provide feedback

We welcome collaboration to further validate, implement, and refine the tool across different datasets and research contexts.

Contact: techlab@sydney.edu.au