“…The second stream investigates supply chain complexity in terms of upstream, downstream and internal complexities according to their origins (Bozarth et al, 2009;Akın Ates ¸et al, 2021). The third stream focuses Reconciling effects of intelligent manufacturing on upstream complexity and divides it into more detailed sub-categories (Brandon-Jones et al, 2014b;Bode and Wagner, 2015;Wiedmer et al, 2021;Delbufalo, 2022;Fan et al, 2022), such as horizontal, vertical and spatial complexities according to the number of tiers, the number of members in each tier and geographic distances among different members, respectively (Brandon-Jones et al, 2014b;Bode and Wagner, 2015;Lu and Shang, 2017;Sharma et al, 2019;Wiedmer et al, 2021;Delbufalo, 2022;Fan et al, 2022).…”