| Covidence systematic review software | Veritas Health Innovation, Melbourne, Australia | https://www.covidence.org (web-based; no catalog number) | Title/abstract screening, full-text review, conflict resolution tracking |
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| Microsoft Excel (version 16.0) | Microsoft Corporation, Redmond, WA, USA | https://www.microsoft.com/microsoft-365/excel (web link) | Data extraction template development and data management |
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| R statistical software (version 4.2.2) | R Foundation for Statistical Computing, Vienna, Austria | https://cran.r-project.org/bin/windows/base/old/4.2.2/ (web link) | All statistical analyses (primary software) |
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| R package "meta" (version 6.0.0) | R Foundation for Statistical Computing, Vienna, Austria | https://cran.r-project.org/web/packages/meta/index.html (web link) | Meta-analyses (pooling proportions, odds ratios, mean differences) |
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| R package "metafor" (version 3.8.0) | R Foundation for Statistical Computing, Vienna, Austria | https://cran.r-project.org/web/packages/metafor/index.html (web link) | Random-effects modeling, heterogeneity estimation (τ², I²) |
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| R package "dmetar" (version 0.0.9) | R Foundation for Statistical Computing, Vienna, Austria | https://cran.r-project.org/web/packages/dmetar/index.html (web link) | Auxiliary functions for meta-analysis (e.g., publication bias tests) |
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| NIH Quality Assessment Tool for Observational Cohort and Cross-Sectional Studies | National Heart, Lung, and Blood Institute (NHLBI), Bethesda, MD, USA | https://www.nhlbi.nih.gov/health-topics/study-quality-assessment-tools (web link) | Risk of bias and quality assessment of included studies |
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| PRISMA 2020 statement checklist | PRISMA Group | http://www.prisma-statement.org/ (web link) | Reporting guideline adherence |
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| Cochrane Handbook for Systematic Reviews of Interventions | Cochrane Collaboration | https://training.cochrane.org/handbook (web link) | Methodological reference for systematic review conduct |
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| Standardized data extraction template (custom) | N/A (in-house) | N/A (available from corresponding author upon reasonable request) | Systematic data extraction from included studies |
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| PubMed (Medline) database | U.S. National Library of Medicine, Bethesda, MD, USA | https://pubmed.ncbi.nlm.nih.gov/ (web link) | Literature search (primary database) |
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| Embase database (via Elsevier) | Elsevier B.V., Amsterdam, Netherlands | https://www.embase.com/ (web link) | Literature search (secondary database) |
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| Cochrane Central Register of Controlled Trials (CENTRAL) | Cochrane Collaboration | https://www.cochranelibrary.com/central (web link) | Literature search (trials registry) |
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