“…However, variances of commuting time and/or distances among different wages are important factors to understand the link between urban structure and commuting time and/or distance. Previous literature, by and large, came to a consensus that low-income commuters travel shorter distance than those with higher incomes (Hu, Wang, and Wilmot 2016; Kim et al 2012; Li 2010; Niedzielski and Boschmann 2014; Sultana 2002; E Wang, Song, and Xu 2011), while opinions diverged on the link between income and commuting time (Blumenberg and Manville 2004; Sermons and Koppelman 2001; D Wang and Chai 2009). Other perspectives, involving the role of urban structure in shaping commuting patterns for different occupations, genders, races, and commuting modes, also attract research interests (Crane 2007; Horner and Mefford 2007; Ibipo 1995; Kwan and Kotsev 2015; Kawase 2004; Kim et al 2012; Mauch and Taylor 1997; McLafferty 1997; Murphy 2009; O’Kelly, Niedzielski, and Gleeson 2012; Sang, O’Kelly, and Kwan 2011; Waddell 1992).…”