“…After reading the titles and abstracts and excluding irrelevant literature, 45 articles were retained. After excluding duplicate studies and applying the inclusion criteria and exclusion criteria, 25 studies (Priner et al, 2008;Jankowski et al, 2011;Flink et al, 2012;Nandi et al, 2014;Chung et al, 2015;Wang et al, 2016Wang et al, , 2022Yen et al, 2016;Bosmak et al, 2017;Chen et al, 2017Chen et al, , 2021aCunningham et al, 2017Cunningham et al, , 2019Petersen et al, 2017;Aziz et al, 2018;Weinstein et al, 2018;Huang et al, 2019;Memtsoudis et al, 2019;Peng et al, 2019;He et al, 2020;Kijima et al, 2020;Qi et al, 2020;Jiang and Lei, 2022;Lin et al, 2022) including 3,767,761 patients from 9 countries were finally included. One study (Memtsoudis et al, 2019) separately reported the risk factors for delirium after TKA and THA.…”