“…Choice modeling and related experimental methods can be applied to non-market goods, such as food quality, for which marginal valuations are difficult or impossible to measure in the marketplace. These methods have been used extensively for analyzing consumer preferences for food safety attributes (e.g., Ifft, Roland-Holst, & Zilberman, 2012;Loureiro & Umberger, 2007;Ortega, Wang, & Olynk Widmar, 2014a;Ortega et al, 2011;Ubilava & Foster, 2009), organic and "Green Food" certification in China (Yu, Gao, & Zeng, 2014a;Yu, Yan, & Gao, 2014b), animal welfare assurance (Lagerkvist & Hess, 2011;Norwood & Lusk, 2011;Olynk & Ortega, 2013;Tonsor, Olynk, & Wolf, 2009), producer behavior (Ortega, Wang, Olynk Widmar, & Wu, 2014b;Schulz & Tonsor, 2010;Ward, Ortega, Spielman, & Singh, 2014), and for estimating welfare effects of various agricultural and food policies (Lusk, Norwood, & Pruitt, 2006;Ortega, Wang, Olynk, Wu, & Bai, 2012;Tonsor et al, 2009). While research on food retail has been conducted since the emergence of the supermarket revolution in China (see Bai, Wahl, & McCluskey, 2008;Goldman, 2000Goldman, , 2001Hu, Reardon, Rozelle, Timmer, & Wang, 2004;Mai & Zhao, 2004;Reardon et al, 2010), research linking consumer demand for food quality and retail channel is missing from the literature.…”