“…Extant research recognizes the relevance of justice as a cognitive mechanism for explaining how service recovery influences customer attitudes and behavioral intentions (e.g., Chebat & Slusarczyk, 2005;Smith et al, 1999;Tax et al, 1998). Studies incorporating the justice framework, however, apply only to offline service contexts, barring a few recent exceptions that examine the above issues in an online service context (e.g., Lin, Wang, & Chang, 2011;Singh & Crisafulli, 2016). In general, prior studies in the online context include typologies of online service failures (Forbes, Kelley, & Hoffman, 2005;Holloway & Beatty, 2003), the role of contingency factors to customer perceptions of online service failures such as cumulative online purchase experience (Holloway, Wang, & Parish, 2005), customer-employee familiarity (Pizzutti & Fernandes, 2010), and comparisons of customer responses to offline versus online failure encounters (Harris, Grewal, Mohr, & Bernhardt, 2006).…”