This observational drug utilisation study (DUS), using national register data in Finland (1996–2022) and Sweden (2005–2022), will report the number of pregnancies in women with MS (1) exposed to IFN-β only in later-stage pregnancy and (2) unexposed to any MS disease-modifying drugs. The 95% confidence intervals (CIs) of detectable relative risks (RR) for pre-defined adverse pregnancy outcomes are calculated for study size simulation. Based on the available background prevalences among the unexposed (Pbackground) and assuming 4% of all pregnancies are exposed, 100 exposed pregnancies are expected to be sufficient to detect all anomalies, spontaneous abortions, elective terminations (RR=2.00, 95%CI 1.40–2.89; Pbackground 12.0%); preterm birth (RR=2.00, 95%CI 1.28–3.18; Pbackground 8.0%); low birth weight (RR=2.00, 95%CI 1.03–4.05; Pbackground 4.0%); major congenital anomalies (RR=2.50, 95%CI 1.32–4.92; Pbackground 3.5%); and small for gestational age (RR=2.50, 95%CI 1.08–6.29; Pbackground 2.0%).