Rimmer · Human reproduction (Oxford, England) 2023 · systematic review and meta-analysis · n=149685

The risk of miscarriage following COVID-19 vaccination: a systematic review and meta-analysis.

Cited 36 times in the scientific literature.

Level 3 - non-randomized controlled study

Systematic review and meta-analysis composed predominantly of observational studies (16 observational studies, 5 randomized trials)

PubMed 36794918 · doi:10.1093/humrep/dead036 · record verified 2026-08-31

What was done

Authors conducted a systematic review and meta-analysis searching MEDLINE, EMBASE, and Cochrane CENTRAL from inception through June 2022. They included randomized trials and observational studies evaluating any COVID-19 vaccine against placebo or no vaccination in pregnant women. Primary outcomes assessed were miscarriage, ongoing pregnancy, and live birth rates.

What was found

Twenty-one studies (5 randomized trials and 16 observational studies) encompassing 149,685 women were analyzed. The pooled rate of miscarriage among vaccinated women was 9% (n = 14,749/123,185; 95% CI 0.05-0.14). Compared to placebo or no vaccination, COVID-19 vaccination was not associated with an increased risk of miscarriage (risk ratio [RR] 1.07, 95% CI 0.89-1.28; I² = 35.8%) and showed comparable rates of ongoing pregnancy or live birth (RR 1.00, 95% CI 0.97-1.03; I² = 10.72%).

Why it matters

This review provides quantitative reassurance that COVID-19 vaccination during or near pregnancy does not elevate the risk of miscarriage or compromise pregnancy continuation.

Limits

The evidence base relies predominantly on observational studies (16 of 21) rather than randomized trials, introducing potential confounding. The authors noted high heterogeneity and variable risk of bias across included studies, and the abstract does not report outcomes stratified by specific vaccine platforms, gestational timing of exposure, or prior pregnancy history.

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