“…Also, Gunasekaran, Marri, McGaughey, and Nebhwani (2002) have stated that product availability makes e‐commerce effective. To them, customer satisfaction can only be ascertained when the products are physically in their hands (Leung, Daniel, Mo, Wu, & Huang, 2020; Mangiaracina, Perego, Seghezzi, & Tumino, 2019; Shaheen, Zeba, Chatterjee, & Krishnankutty, 2020). Mangiaracina et al (2019) demonstrate that late delivery has a negative impact on customer satisfaction than a transport or traffic obstacle.…”