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Panel stacking is a threat to consensus statement validity
Kasper P Kepp1, Preben Aavitsland2, Marcel Ballin3
1Meta-Research Innovation Center at Stanford, Stanford University, Stanford, CA, USA.
Journal of Clinical Epidemiology
|June 19, 2024
Summary
Consensus statements may be misleading due to panel member bias, particularly in COVID-19 recommendations. Rigorous evidence synthesis and transparency on advocacy conflicts are crucial for valid consensus.
Area of Science:
- Public Health
- Medical Policy
- Evidence Synthesis
Background:
- Consensus statements significantly influence medical and public health decisions.
- Some statements lack systematic evidence synthesis, relying on expert panels and Delphi processes.
- Potential bias from panel member advocacy poses a threat to consensus validity.
Purpose of the Study:
- To analyze how consensus statements can be misleading.
- To examine a recent COVID-19 Delphi consensus statement as a case example.
- To propose improvements for the validity of consensus statements.
Main Methods:
- In-depth analysis of a high-impact Delphi consensus statement on COVID-19.
- Identification and assessment of panel member advocacy and potential conflicts of interest.
- Evaluation of declared conflicts versus actual advocacy positions.
Main Results:
- Many selected panel members, including 35% of the core panel, advocated for COVID-19 elimination (Zero-COVID).
- These members were leaders in aggressive advocacy groups and their conflicts were largely undeclared.
- The case example demonstrated significant bias due to undeclared advocacy.
Conclusions:
- Consensus statements require rigorous evidence synthesis to be valid.
- Maximal transparency regarding potential biases, including advocacy and lobbying, is essential.
- Biased impact from advocacy groups on consensus panels must be avoided.
Keywords:
Competing interestsConsensus statementsEvidence based medicineGuidelinesPanel biasTransparencyMore Related Videos
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