“…Badrinarayanan et al, 2012;Bezes, 2013;Zhang et al, 2010); the consumer behavior in the online channel (e.g. HeitzSpahn, 2013;Liu, Burns, and Hou, 2013;Maity, Hsu, and Pelton, 2012;Yu, Niehm, and Russell, 2011); the selection of the different marketing channels by the consumer (e.g. Chiang and Li, 2010;Kollmann, Kuckertz, and Kayser, 2012;Venkatesan, Kumar, and Ravishanker, 2007;Xu-Priour, Cliquet, and Fu, 2012) or the use of multiple channels in the same purchase process (e.g.…”