Including nonrandomized evidence in living systematic reviews: lessons learned from the COVID-NMA initiative

Hilary Bonnet, Julian P T Higgins, Anna Chaimani, Theodoros Evrenoglou, Lina Ghosn, Rosie P Cornish, Francesca Spiga, Isabelle Boutron*, et al

*Corresponding author for this work

Research output: Contribution to journalArticle (Academic Journal)peer-review

Abstract

Background:
Randomized controlled trials (RCTs) are more likely to be included in evidence syntheses of health interventions due to their methodological rigor. However, the integration of nonrandomized studies (NRSs) may be necessary, as was seen during the COVID-19 pandemic due to the emergence of variants of concern.

Objectives:
To examine the body of evidence, randomized and nonrandomized, on COVID-19 vaccine effectiveness (VE) during the emergence of the Delta variant and to share lessons learned from including nonrandomized evidence alongside randomized evidence in the COVID-NMA living systematic review.
Methods: The COVID-NMA initiative is an international, living systematic review and meta-analysis that continually synthesized evidence on COVID-19 interventions. For this study, we identified all RCTs and comparative NRSs reporting on VE against the Delta variant from December 2020 (its initial detection) through November 2021 (date of last COVID-NMA NRS search). We conducted two parallel systematic reviews: one focusing on RCTs and the other on NRSs to compare available evidence on VE against the Delta variant. We also compared the publication timelines of the included studies with the global prevalence of the Delta variant, and documented the specific methodological challenges and solutions when including NRSs in living systematic reviews.

Results:
From December 2020 to November 2021, only one RCT reported vaccine efficacy against Delta in a subgroup of 6,325 participants, while, during the same period, 52 NRSs including 68,010,961 participants reported VE against this variant.

Nevertheless, including NRSs in our living systematic review posed several challenges. We faced difficulties in identifying eligible studies, encountered overlapping studies (i.e., NRSs using the same database), and inconsistent definitions of Delta variant cases. Moreover, multiple analyses and metrics for the same outcome were reported without a pre-specified primary analysis in a registry or protocol. Additionally, assessing the risk of bias required expertise, standardization and training.

Conclusion:
To remain responsive during public health emergencies, living systematic reviews should implement processes that enable the timely identification, evaluation, and integration of both randomized and nonrandomized evidence where appropriate.
Original languageEnglish
JournalJournal of Clinical Epidemiology
Publication statusAccepted/In press - 15 Nov 2025

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