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. Author manuscript; available in PMC: 2023 Aug 11.
Published in final edited form as: World J Metaanal. 2023 Jun 18;11(5):167–180. doi: 10.13105/wjma.v11.i5.167

Table 3.

ROBINS-I risk of bias assessment of observational studies

Ref. Confounding Selection of participants Classification of interventions Deviations from interventions Missing data Measurement of outcomes Reported result Overall bias

Baum et al[33], 2022 Moderate Low Moderate Moderate Low Low Low Moderate
Grewal et al[34], 20223 Moderate Moderate Low Low Low Low Low Moderate
Rosenberg et al[35], 2021 Moderate Moderate Low Low Moderate Low Low Moderate
Rosero-Bixby[36], 2021 Moderate Low Low Low Moderate Moderate Low Moderate
Rane et al[37], 2022 Low Low Low Low Moderate Low Low Low
Chemaitelly et al[38], 2021 Moderate Low Low Low Moderate Low Low Moderate
Lytras et al[39], 2022 Moderate Low Low Low Moderate Moderate Low Moderate
Ranzani et al[40], 2022 Low Low Low Low Low Moderate Low Moderate

Low risk: Comparable to a well-performed randomised trial.

Moderate risk: Sound for a non-randomised study but cannot be compared to a well performed randomised trial.

Serious risk: Study has some important problems.

Critical risk: Study is too problematic to provide any useful evidence.