“…Many researchers have investigated the influencing factors of crashes in the elderly (Al AlKheder, AlRukaibi et al, 2020;Amiri, Sadri et al, 2020;Casado-Sanz, Guirao et al, 2019;Haule, Sando et al, 2019;Noh, Kim et al, 2018;Pan, Wu et al, 2022;Park, Choi et al, 2021;Wen, Qu et al, 2021;Yuan, Q., Zhang et al, 2022;, the spatial and temporal distribution characteristics of the elderlyinvolved accidents (Cardona, Arango et al, 2017;Chang, Li et al, 2020;Etehad, Yousefzadeh-Chabok et al, 2015;Freitas, Bonolo et al, 2015;Kang, Cho et al, 2018;Nishino, 2013;Prochowski, Gidlewski et al, 2018;Sadeghi-Bazargani, Samadirad et al, 2018;Sagar, Stamatiadis et al, 2020;Setiawan, 2021), safety awareness and risk cognition of the elderly (Doi, Ishii et al, 2020;Guo, Shi et al, 2018;Hamido, Hamamoto et al, 2021;Handa and Mitobe, 2020;Jian and Shi, 2020;Laosee, Rattanapan et al, 2018;Makizako, Shimada et al, 2018;Nakagawa, 2019;Nishiuchi, Park et al, 2021;Pulvirenti, Distefano et al, 2020;Söllner and Florack, 2019;Uchibori, Handa et al, 2021). Using traditional traffic safety analysis methods, scholars have analysed the relationship between the number or severity of crashes and various factors involving human error, vehicles and the road environment to find the cause of accidents.…”