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Area of Science:

  • Epidemiology
  • Biostatistics

Background:

  • The self-controlled case series (SCCS) method is widely used for observational safety studies.
  • A core assumption is that exposure occurrence is independent of the event of interest.
  • Vaccine or treatment deferral after an adverse event violates this assumption.

Purpose of the Study:

  • To investigate the impact of exposure deferment on SCCS relative incidence estimates.
  • To evaluate the effectiveness of including a pre-exposure window in SCCS models.
  • To provide practical guidance for handling delayed exposures in SCCS analyses.

Main Methods:

  • Theoretical analysis in a simplified setting.
  • Simulation studies for realistic scenarios.
  • Evaluation of SCCS model adjustments for delayed exposures.

Main Results:

  • Delayed exposures can bias SCCS relative incidence estimates.
  • No adjustment is needed if delayed exposures fall within the observation period.
  • Adjustments or alternative models may be necessary if exposures are delayed beyond the observation period.

Conclusions:

  • The timing of exposures relative to health events is critical for SCCS validity.
  • Sensitivity analyses are recommended to assess the impact of exposure deferment.
  • The SCCS model for event-dependent exposures may be more appropriate in certain situations.