“…However, work in this area is relatively fragmented and the empirical findings are sometimes inconclusive or conflicting (Dellarocas, 2003;Hu, Liu, & Zhang, 2008). This is due to a variety of reasons including the complexity of consumer decision marking (de Valck, van Bruggen, & Wierenga, 2009;Park, Lee, & Han, 2007), lack of accurate sales data (Chevalier & Mayzlin, 2006), difficulty of performing qualitative analyses with large text corpora (Ghose & Ipeirotis, 2009), and variations in products, consumers, and online shopping contexts (Forman, Ghose, & Wiesenfeld, 2008;Huang, Lurie, & Mitra, 2009;Weathers, Sharma, & Wood, 2007).…”