“…He et al, 2017;Kwon et al, 2021;Ullah et al, 2023) and environmental factors, such as government policies and competitor and customer pressure (e.g. Mataruka and Muzurura, 2023;Shaltoni, 2017;Ullah et al, 2023), have been investigated as potential predictors of small businesses' social media adoption or effectiveness. In addition, diverse theories explaining innovation adoption processes, such as technology-organization-environment framework (Wang et al, 2016), resource-based view theory (Peteraf, 1993), technology acceptance model (Davis, 1989), unified theory of acceptance and use of technology (Venkatesh et al, 2003), as well as DIT (Rogers, 2003), have been frequently applied to investigate small businesses' social media adoption.…”