Suburbanization, land use of TOD and lifestyle mobility in the suburbs: An examination of passengers’ choice to live, shop and entertain in the metro station areas of Beijing

Zhao Pengjun, Li Shengxiao


In the process of suburbanization of large growing cities, transit passengers have an undeniable role to play in terms of local traffic, car use, and petrol consumption. It is widely believed that transit-oriented development (metro station) could encourage people to live and consume near transit station areas through walking and cycling rather than travelling by car. However, opinions on this are still mixed. In addition, the existing literature is dominated by analyses of residents, while analyses of passengers remain scarce. This paper fills this gap by looking at metro station areas in Beijing. Using survey data, the study found mixed land use attracts passengers to shop more within metro station areas than in other places. More non-residential land developments attract more patrons to dine and access entertainment within metro station areas. Surprisingly, land use in the metro station areas was unrelated to passengers’ choice to live within metro station areas, while housing prices and income had significant effects. Personal preferences for travel mode have an effect, and those who dislike travel tend to shop and seek entertainment locally. This study suggests that land-use planning in metro station areas could be helpful in shaping more sustainable mobility in the process of suburbanization of China’s growing cities.


suburbanization, TOD, land use, passengers, shopping trips, residential location

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Arrington, G. B., & Cervero, R. (2008). TCRP report 128: Effects of TOD on housing, parking, and travel. Washington, DC: Transportation Research Board of the National Academies.

Audirac, I. (2003). Information-age landscapes outside the developed world Bangalore, India, and Guadalajara, Mexico. Journal of the American Planning Association, 69, 16–32.

Bartholomew, K., & Ewing, R. (2011). Hedonic price effects of pedestrian-and transit-oriented development. Journal of Planning Literature, 26, 18–34.

Beijing Municipal Commission of Urban Planning. (2005). Beijing comprehensive planning for 2004-2020. Retrieved from

Beijing Transportation Research Center. (2013). Beijing transport annual report 2012. Beijing: Beijing Transportation Research Center.

Beijing Transportation Research Center. (2014). Beijing transport annual report 2013. Beijing: Beijing Transportation Research Center.

Bhat, C. R., & Guo, J. Y. (2007). A comprehensive analysis of built environment characteristics on household residential choice and auto ownership levels. Transportation Research Part B: Methodological, 41, 506–526.

Beijing Municipal Bureau of Statistic. (2015). Beijing statistic yearbook 2015. Beijing, China: Beijing Municipal Bureau of Statistic (BMBS).

Bowes, D. R., & Ihlanfeldt, K. R. (2001). Identifying the impacts of rail transit stations on residential property values. Journal of Urban Economics, 50, 1–25.

Buire, C. (2014). The dream and the ordinary: An ethnographic investigation of suburbanization in Luanda. African Studies, 73, 290–312.

Cao, X. J., Mokhtarian, P. L., & Handy, S. L. (2009). The relationship between the built environment and nonwork travel: A case study of Northern California. Transportation Research Part A: Policy and Practice, 43, 548–559.

Cervero, R. (1996). Mixed land-uses and commuting: Evidence from the American Housing Survey. Transportation Research Part A: Policy and Practice, 30, 361–377.

Cervero, R. (2004). Transit-oriented development in the United States: Experiences, challenges, and prospects. Washington, DC: Transportation Research Board.

Cervero, R. (2006). Office development, rail transit, and commuting choices. Journal of Public Transportation, 9, 41–55.

Cervero, R., & Day, J. (2008). Suburbanization and transit-oriented development in China. Transport Policy, 15, 315–323.

Cervero, R., & Duncan, M. (2002). Transit’s value-added effects: Light and commuter rail services and commercial land values. Transportation Research Record, 1805, 8–15.

Cervero, R., & Murkami, J. (2009). Rail and property development in Hong Kong: Experiences and extensions. Urban Studies, 46, 2019–2043.

Cervero, R., Sarmiento, O. L., Jacoby, E., Gomez, L. F., & Neiman, A. (2009). Influences of built environments on walking and cycling: Lessons from Bogotá. International Journal of Sustainable Transportation, 3, 203–226.

Chatman, D. G. (2013). Does TOD need the T? On the importance of factors other than rail access. Journal of the American Planning Association, 79, 17–31.

Curtis, C. (2008). Evolution of the transit-oriented development model for low-density cities: A case study of Perth’s new railway corridor. Planning, Practice and Research, 23, 285–302.

David, S. (2010). Confidence intervals for negative binomial random variables of high dispersion. The International Journal of Biostatistics, 6, 1–41.

Dittmar, H., & Ohland, G. (2012). The new transit town: Best practices in transit-oriented development. Washington DC: Island Press.

Doulet, J.-F., Delpirou, A., & Delaunay, T. (2017). Taking advantage of a historic opportunity? A critical review of the literature on TOD in China. Journal of Transport and Land Use, 10, 77–92.

Du, C., & Jiang, Y. (2005). Connection of urban rail transit with other public transportations. Urban Rapid Rail Transit, 18, 45–49.

Edwards, M., & Mackett, R. L. (1996). Developing new urban public transport systems: An irrational decision-making process. Transport Policy, 3, 225–239.

Ewing, R. H. (2008). Characteristics, causes, and effects of sprawl: A literature review. Urban ecology. Berlin: Springer.

Fan, Y., Allen, R., & Sun, T. (2014). Spatial mismatch in Beijing, China: Implications of job accessibility for Chinese low-wage workers. Habitat International, 44, 202–210.

Frank, L. D., & Pivo, G. (1994). Impacts of mixed use and density on utilization of three modes of travel: Single-occupant vehicle, transit, and walking. Transportation Research Record, 1466, 44–52.

Glenn, N. D. (1973). The urbanization of the suburbs. In Suburbanization in the United States since World War II. Beverly Hills, CA: Sage.

Gordon, P., Kumar, A., & Richardson, H. W. (1989). The influence of metropolitan spatial structure on commuting time. Journal of Urban Economics, 26, 138–151.

Gu, Y., & Zheng, S. (2010). The impacts of rail transit on property values and land development intensity: The case of No. 13 Line in Beijing. Acta Geographica Sinica, 65, 213–223.

Handy, S. (1993). Regional versus local accessibility: Implications for nonwork travel. Berkeley, CA: University of California Transportation Center.

Handy, S., Cao, X., & Mokhtarian, P. (2005). Correlation or causality between the built environment and travel behavior? Evidence from Northern California. Transportation Research Part D: Transport and Environment, 10, 427–444.

Handy, S., Cao, X., & Mokhtarian, P. L. (2006). Self-selection in the relationship between the built environment and walking: Empirical evidence from Northern California. Journal of the American Planning Association, 72, 55–74.

Handy, S. L. (1996). Understanding the link between urban form and nonwork travel behavior. Journal of Planning Education and Research, 15, 183–198.

Hess, D. B., & Almeida, T. M. (2007). Impact of proximity to light rail rapid transit on station-area property values in Buffalo, New York. Urban Studies, 44, 1041–1068.

Hilbe, J. M. (2011). Negative binomial regression. Cambridge, UK: Cambridge University Press.

Huang, H., Yin, Q., Schwebel, D. C., Li, L., & Hu, G. (2016a). Examining road traffic mortality status in China: A simulation study. PLoS One, 11, e0153251.

Huang, S., Guan, H., & Yan, H. (2009). A study on urban railway connection mode selections in Beijing. China Civil Engineering Journal, 42, 126–130.

Huang, X., Cao, X., & Cao, J. (2016b). The association between transit access and auto ownership: Evidence from Guangzhou, China. Transportation Planning and Technology, 39, 269–283.

Huang, X., Cao, X., & Cao, X. (2016c). The association between transit access and auto ownership: Evidence from Guangzhou, China. Transportation Planning and Technology, 39, 269–283.

Huang, X., Cao, X., Yin, J., & Cao, X. (In press). Effects of metro transit on the ownership of mobility instruments in Xi’an, China. Transportation Research Part D: Transport and Environment.

Jordon, S., Ross, J. P., & Usowski, K. G. (1998). US suburbanization in the 1980s. Regional Science and Urban Economics, 28, 611–627.

Kahimbaara, J. A. (1986). The population density gradient and the spatial structure of a third world city: Nairobi, a case study. Urban Studies, 23, 307–322.

Loutzenheiser, D. (1997). Pedestrian access to transit: Model of walk trips and their design and urban form determinants around Bay area rapid transit stations. Transportation Research Record, 1640, 40–49.

Lund, H. (2006). Reasons for living in a transit-oriented development, and associated transit use. Journal of the American Planning Association, 72, 357–366.

Lund, H. M., Cervero, R., & Wilson, R. W. (2004). Travel characteristics of transit-oriented development in California. Berkeley, CA: University of California Transportation Center.

Mieszkowski, P., & Mills, E. S. (1993). The causes of metropolitan suburbanization. The Journal of Economic Perspectives, 7, 135–147.

Mu, R., & Jong, M. D. (2012). Establishing the conditions for effective transit-oriented development in China: The case of Dalian. Journal of Transport Geography, 24, 234-249.

National Development and Reform Commission. (2014). National new urbanization plan (2014–2020). In Commission, N. D. A. R. (ed.). Beijing.

Niles, J., & Nelson, D. A. (1999). Prerequisite to planning for transit-oriented development: Understanding non-work activity location patterns and trends. Paper presented at the Seventh National Conference on the Application of Transportation Planning Methods, Transportation Research Board, Washington, DC.

Olaru, D., Smith, B., & Taplin, J. H. E. (2011). Residential location and transit-oriented development in a new rail corridor. Transportation Research Part A: Policy and Practice, 45, 219–237.

Ping Wang, Y., & Murie, A. (1996). The process of commercialization of urban housing in China. Urban Studies, 33, 971–989.

Prashker, J., Shiftan, Y., & Hershkovitch-Sarusi, P. (2008). Residential choice location, gender and the commute trip to work in Tel Aviv. Journal of Transport Geography, 16, 332–341.

Pratt, R. H. (2013). Chapter 1–Introduction, In Traveler response to transportation system changes handbook. Washington DC: Transportation Research Board.

Pucher, J., Peng, Z., Mittal, N., Zhu, Y. and Korattyswaroopam, N. (2007). Urban transport trends and policies in China and India: Impacts of rapid economic growth. Transport Reviews, 27(4), 379-410.

Ratner, K. A., & Goetz, A. R. (2013). The reshaping of land use and urban form in Denver through transit-oriented development. Cities, 30, 31–46.

Shen, Q., Chen, P., & Pan, H. (2016). Factors affecting car ownership and mode choice in rail transit-supported suburbs of a large Chinese city. Transportation Research Part A: Policy and Practice, 94, 31–44.

Sun, W., Zheng, S., & Wang, R. (2015). The capitalization of subway access in home value: A repeat-rentals model with supply constraints in Beijing. Transportation Research Part A: Policy and Practice, 80, 104–115.

Switzer, C. (2002). The center commons transit oriented development: A case study. Portland, OR: Master of Urban and Regional Planning, Portland State University.

The State Council. (2012). Opinions on encouraging development of public transit in China. In COUNCIL, T. S. (ed.). Beijing.

Thompson, G. L., & Matoff, T. G. (2000). Network philosophy affects performance of transit investments in US urban areas. Paper presented at the 8th Joint Conference on Light Rail Transit.

United Nations. (2001). Cities in a globalizing world: Global report on human settlements. New York: United Nations.

Walcott, S. M. (2002). Chinese industrial and science parks: Bridging the gap. The Professional Geographer, 54, 349–364.

Wang, D., & Zhou, M. (In press). The built environment and travel behavior in urban China: A literature review. Transportation Research Part D: Transport and Environment.

Wang, F., & Wang, D. (2014). Characteristics and determinants of car use in Beijing. Acta Geographica Sinica, 69, 771–781.

Wang, Y. P., & Murie, A. (2000). Social and spatial implications of housing reform in China. International Journal of Urban and Regional Research, 24, 397–417.

Wei, Y. H., Lu, Y., & Chen, W. (2009). Globalizing regional development in Sunan, China: Does Suzhou Industrial Park fit a neo-Marshallian district model? Regional Studies, 43, 409–427.

Wu, X., Wu, Y., Zhang, S., Liu, H., Fu, L., & Hao, J. (2016). Assessment of vehicle emission programs in China during 1998–2013: Achievement, challenges and implications. Environmental Pollution, 214, 556–567.

Zhang, M. (2007). Chinese edition of transit-oriented development. Transportation Research Record, 2038, 120–128.

Zhang, Y., Zheng, S., Sun, C., & Wang, R. (2016). Does subway proximity discourage automobility? Evidence from Beijing. Transportation Research Part D: Transport and Environment, 52, 506–517.

Zhao, P. (2010). Sustainable urban expansion and transportation in a growing megacity: Consequences of urban sprawl for mobility on the urban fringe of Beijing. Habitat International, 34, 236–243.

Zhao, P. (2011). Managing urban growth in a transforming China: Evidence from Beijing. Land Use Policy, 28, 96–109.

Zhao, P. (2013a). The impact of urban sprawl on social segregation in Beijing and a limited role for spatial planning. Tijdschrift voor Economische en Sociale Geografie, 104, 571–587.

Zhao, P. (2013b). Too complex to be managed? New trends in peri-urbanization and its planning in Beijing. Cities, 30, 68–76.

Zhao, P., Bin, L., & de Roo, G. (2010). Urban expansion and transportation: The impact of urban form on commuting patterns on the city fringe of Beijing. Environment and Planning A, 42, 2467–2486.

Zheng, S., & Kahn, M. E. (2013). Does government investment in local public goods spur gentrification? Evidence from Beijing. Real Estate Economics, 41, 1–28.

Zhongshang Industrial Research. (2016). Public transit industrial research in China 2016. Retrieved from


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