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Carrying PMCF loss to follow-up into interpretation

Assess uncertainty without assuming favourable or unfavourable outcomes for unreachable users.

Representative research photograph: Carrying PMCF loss to follow-up into interpretation
Photo: National Aeronautics and Space Administration. Lyndon B. Johnson Space Center. 2/17/1973 · License: Public domain · Cropped and resized.
Published
Updated

Treating people lost to PMCF follow-up only as missing forms may understate uncertainty in the results. Examine why follow-up was lost and what is known about that group. Do not automatically classify an unknown outcome as success or failure.

Define the assessment

Distinguish withdrawal, lost contact, missed assessment and care elsewhere. Investigate reasons within permitted information and available records. Contact attempts and valid clinical assessments are different counts. Assess missingness before assuming it is unrelated to processes associated with outcomes.

Worked example

For example, some users with early device difficulties do not answer a follow-up survey. The team does not report favourable respondent outcomes as applying to everyone. It compares previous findings, follow-up duration and contact conditions. Authorised analytical review explains which conclusions the available evidence supports and whether further assessment is needed.

Practical checks

  • Classify follow-up states separately with reasons and the last valid assessment date.
  • Appropriately compare important known characteristics of lost and completed groups.
  • Assess missing-data assumptions and how sensitive conclusions are to those assumptions.

Decision and limitations

The report should show findings obtained and the size of the unobserved portion. Loss to follow-up does not always create bias, but its lack of effect should not be assumed without assessment. Connect limitations to clinical evaluation and subsequent PMCF decisions rather than silently removing missing people from denominators.

Frequently asked questions

Is an unreachable user a failure?
Not automatically. The outcome may be unknown; analytical handling needs a reasoned approach.
Do many calls resolve missingness?
They demonstrate contact efforts. Uncertainty remains if a valid assessment was not obtained.

Sources

  1. MDCG 2020-7 — PMCF plan
  2. MDCG 2020-8 — PMCF evaluation