“…This exemplifies the speculated environmental benefits of smart factories as a more efficient manufacturing paradigm (Radziwon et al, 2014). Specifically, the manufacturing processes of outsourced modules at suppliers also show higher energy efficiency, compared with corresponding manufacturing processes in Haier (see Tables S7 and S8 is not in the "optimal" state from the view of procurement, as it may not necessarily lead to superior environmental performance (Agrawal, Atasu, & Ülkü, 2016;Yang, Yu, & Jiang, 2014). For the refrigerator delivery, the values of all categories are increased by about 4.00%, which can be attributed to the increased transportation mileages, because each refrigerator is supposed to be delivered to its customer directly.…”