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. 2026 Mar 16;14:1786959. doi: 10.3389/fpubh.2026.1786959

Table 3.

GRADE Assessment of the included studies.

Study Year Risk of bias Inconsistency Indirectness Imprecision Publication bias Overall quality of evidence
Balasubramanian et al. 2003 Moderate Not serious Serious Serious Undetected Low
Graff et al. 2004 Moderate Not serious Serious Moderate Undetected Low
Vendt et al. 2007 Moderate Not serious Serious Moderate Undetected Low
Baroncelli et al. 2008 Moderate Not serious Serious Serious Undetected Low
Thacher et al. 2009 Moderate Not serious Serious Moderate Undetected Low
Al-Atawi et al. 2009 Moderate Not serious Serious Moderate Undetected Low
Al-Mekhlafi et al. 2010 Moderate Not serious Serious Moderate Undetected Low
Jain et al. 2011 Moderate Not serious Serious Moderate Undetected Low
Ndemwa et al. 2011 Moderate Not serious Serious Moderate Undetected Low
Hotz et al. 2012 Low Not serious Not serious Moderate Undetected Moderate
Aggarwal et al. 2012 Moderate Not serious Serious Moderate Undetected Low
Aggarwal et al. 2013 Low Not serious Serious Moderate Undetected Moderate
Aggarwal et al. 2013 Low Not serious Not serious Moderate Undetected Moderate
Al-Mekhlafi et al. 2013 Low Not serious Not serious Moderate Undetected Moderate
Uijterschout et al. 2014 Moderate Not serious Serious Moderate Undetected Low
Thacher et al. 2014 Low Not serious Serious Moderate Undetected Moderate
Wheeler et al. 2015 Moderate Not serious Serious Moderate Undetected Low
Hess et al. 2015 Low Not serious Not serious Moderate Undetected Moderate
Abrha et al. 2016 Moderate Not serious Serious Moderate Undetected Low
Tariku et al. 2016 Moderate Not serious Serious Moderate Undetected Low
Van Der Kam et al. 2016 Low Not serious Not serious Moderate Undetected Moderate
El Kholy et al. 2017 Moderate Not applicable / Not serious Serious Moderate Undetected Low
Naik et al. 2017 Low Not serious Serious Moderate Undetected Moderate
Huybregts et al. 2017 Low Not serious Not serious Moderate Undetected Moderate
Powers et al. 2017 Low Not serious Not serious Moderate Undetected Moderate
Leidman et al. 2018 Moderate Not serious Serious Moderate Undetected Low
Ahmed et al. 2020 Moderate Not applicable / Not serious Serious Moderate Undetected Low
Acoglu et al. 2020 Moderate Not applicable / Not serious Serious Moderate Undetected Low
Trivedi et al. 2020 Low Not serious Serious Moderate Undetected Moderate
Stewart et al. 2020 Low Not serious Not serious Moderate Undetected Moderate
Yisak et al. 2020 Moderate Not serious Serious Moderate Undetected Low
Ajakaye et al. 2020 Moderate Not serious Serious Moderate Undetected Low
Nigusse et al. 2021 Moderate Not serious Serious Moderate Undetected Low
Atukunda et al. 2021 Low Not serious Not serious Moderate Undetected Moderate
Williams et al. 2021 Low Not serious Not serious Moderate Undetected Moderate
Abou-Rizk et al. 2021 Moderate Not serious Serious Moderate Undetected Low
Benedict et al. 2021 Moderate Not serious Serious Moderate Undetected Low
Chee et al. 2021 Low Not serious Not serious Moderate Undetected Moderate
Soofi et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Dewey et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Sangalang et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Chek et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Cazes et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Daures et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Tamara et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Vilander et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Liu et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Kohl et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Taneja et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Wang et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Rashid et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Datoo et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Smith et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Alam et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Saluja et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Wangeci et al. 2022 Moderate Not serious Serious Moderate Undetected Low
Goyal et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
O’Callaghan et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Cashman et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Yadav et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Okyere et al. 2022 Low Not serious Not serious Moderate Undetected Moderate
Kambale et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Lambrecht et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Grijalva-Eternod et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Hojati et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Tickell et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Cazes et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Batool et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Bhargava et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Argaw et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Nuzhat et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Dabas et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Wu et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Gora et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Roberson et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Wiafe et al. 2023 Low Not serious Not serious Moderate Undetected Moderate
Jeremias et al. 2023 Moderate Not serious Serious Moderate Undetected Low
Andriani et al. 2023 Moderate Not serious Serious Moderate Undetected Low
Kirolos et al. 2024 Moderate Not serious Serious Moderate Undetected Low
Sié et al. 2024 Low Not serious Not serious Moderate Undetected Moderate
Ricci et al. 2024 Low Not serious Not serious Moderate Undetected Moderate
Lautatzis et al. 2024 Low Not serious Not serious Moderate Undetected Moderate
Mondal et al. 2024 Low Not serious Not serious Moderate Undetected Moderate
Reyes et al. 2024 Low Not serious Not serious Moderate Undetected Moderate
Ganmaa et al. 2024 Low Not serious Not serious Moderate Undetected Moderate
Khalil et al. 2024 Low Not serious Not serious Moderate Undetected Moderate
Bashiri et al. 2024 Low Not serious Not serious Moderate Undetected Moderate
Raju et al. 2024 Low Not serious Not serious Moderate Undetected Moderate
Rahman et al. 2025 Low Not serious Not serious Moderate Undetected Moderate
Ow et al. 2025 Low Not serious Not serious Moderate Undetected Moderate
Khadilkar et al. 2025 Low Not serious Not serious Moderate Undetected Moderate
George et al. 2025 Low Not serious Not serious Moderate Undetected Moderate
Sharma et al. 2025 Low Not serious Not serious Moderate Undetected Moderate
Matheny et al. 2025 Low Not serious Not serious Moderate Undetected Moderate