Evaluating the multi-scale patterns of jobs-residence balance and commuting time–cost using cellular signaling data: a case study in Shanghai

Alexander, L., Jiang, S., Murga, M., González, M.C.: Origin–destination trips by purpose and time of day inferred from mobile phone data. Transp. Res. Part C Emerg. Technol. 58, 240–250 (2015)

Bayir, M.A., Demirbas, M., Eagle, N.: Mobility profiler: a framework for discovering mobility profiles of cell phone users. Pervasive Mob. Comput. 6(4), 435–454 (2010)

Becker, R.A., Caceres, R., Hanson, K., Ji, M.L., Urbanek, S., Varshavsky, A., Volinsky, C.: A tale of one city: using cellular network data for urban planning. Pervasive Comput. IEEE 10(4), 18–26 (2011)

Blumenberg, E.A., Ong, P.M.: Cars, buses, and jobs: welfare participants and employment access in Los Angeles (2001)

Calabrese, F., Mi, D., Lorenzo, G.D., Ferreira, J., Ratti, C.: Understanding individual mobility patterns from urban sensing data: a mobile phone trace example. Transp. Res. Part C Emerg. Technol. 26(1), 301–313 (2013)

Cervero, R.: America's suburban centers: a study of the land-use-transportation link. TRID. No. UMTA-TX-06-0054-88-1 (1988)

Cervero, R.: Jobs-housing balancing and regional mobility. J. Am. Plann. Assoc. 55(2), 136–150 (1989)

Cervero, R.: Jobs-housing balance as public policy. Urban Land 50(10), 10–14 (1991)

Cervero, R.: Built environments and mode choice: toward a normative framework. Transp. Res. Part D Transp. Environ. 7(4), 265–284 (2002)

Cervero, R., Duncan, M.: Which reduces vehicle travel more: jobs-housing balance or retail-housing mixing? J. Am. Plann. Assoc. 72(4), 475–490 (2006)

Çolak, S., Lima, A., González, M.C.: Understanding congested travel in urban areas. Nat. Commun. 7, 10793 (2016)

Deakin, E.: Land use and transportation planning in response to congestion problems: a review and critique. Transp. Res. Rec. 1237, 77–86 (1989)

Duan, Z., Liu, L., Wang, S.: MobilePulse: dynamic profiling of land use pattern and OD matrix estimation from 10 million individual cell phone records in Shanghai. In: 2011 19th International Conference on Geoinformatics, pp. 1–6 (2011)

Frank, L.D.: An analysis of relationships between urban form (density, mix, and jobs: housing balance) and travel behavior (mode choice, trip generation, trip length, and travel time). Transp. Res. Part A 1(30), 76–77 (1996)

Frey, B.J., Dueck, D.: Clustering by passing messages between data points. Science 315(5814), 6–972 (2007)

Giuliano, G. (1992). Is Jobs-Housing Balance a Transportation Issue? University of California Transportation Center Working Papers, 1305(1305), 305–312

Giuliano, G., Small, K.A.: Is the journey to work explained by urban structure? Urban Stud. 30(9), 1485–1500 (1993)

González, M.C., Hidalgo, C.A., Barabási, A.L.: Understanding individual human mobility patterns. Nature 453(7196), 82–779 (2008)

Gonzalez, M.: Unraveling daily human mobility motifs. In: IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, xxxviii–xxxviii (2013)

Guo, J.Y., Chen, C.: The built environment and travel behavior: making the connection. Transportation 34(5), 529–533 (2007)

Holleczek, T., Yu, L., Lee, J.K., Senn, O., Ratti, C., Jaillet, P.: Detecting weak public transport connections from cellphone and public transport data. In: Proceedings of the International Conference on Big Data Science and Computing, pp. 1–8. (2014)

Horner, M.W.: A multi-scale analysis of urban form and commuting change in a small metropolitan area (1990–2000). Ann. Reg. Sci. 41(2), 315–332 (2007)

Horner, M.W., Murray, A.T.: Excess commuting and the modifiable areal unit problem. Urban Stud. 39(1), 131–139 (2002)

Hui, E.C.M., Lam, M.C.M.: A study of commuting patterns of new town residents in Hong Kong. Habitat Int. 29(3), 421–437 (2005)

Iqbal, M.S., Choudhury, C.F., Gonza’Lez, M.C., Wang, P.: Development of origin-destination matrices using mobile phone call data: a simulation based approach. In: Transportation Research Board 93rd Annual Meeting (2014)

Jiang, S., Fiore, G.A., Yang, Y., Ferreira, J., Frazzoli, E.: A review of urban computing for mobile phone traces: current methods, challenges and opportunities. In: ACM SIGKDD International Workshop on Urban Computing, pp. 1–9 (2013)

Jiang, S., Ferreira, J., Gonzalez, M.C.: Activity-based human mobility patterns inferred from mobile phone data: a case study of Singapore. IEEE Trans. Big Data 3(2), 208–219 (2017)

Levine, J.: Rethinking accessibility and jobs-housing balance. J. Am. Plann. Assoc. 64(2), 133–149 (1998)

Livingston, B.L.: Using jobs/housing balance indicators for air-pollution controls. Master's thesis. United States: N. p. (1989)

Loo, B.P.Y., Chow, A.S.Y.: Changing urban form in Hong Kong: what are the challenges on sustainable transportation? Int. J. Sustain. Transp. 2(3), 177–193 (2008)

Lucy, W.H., Phillips, D.L., Lucy, W.H., Phillips, D.L.: The post-suburban era comes to richmond: city decline, suburban transition, and exurban growth. Landsc. Urban. Plan. 36(4), 259–275 (1997)

Merlin, L.A.: Measuring community completeness: jobs-housing balance, accessibility, and convenient local access to nonwork destinations. Environ. Plan. 41(4), 736–756 (2014)

Murphy, E., Killen, J.E.: Commuting economy: an alternative approach for assessing regional commuting efficiency. Urban stud. 48(6), 1255–1272 (2011)

Niedzielski, M.A.: A spatially disaggregated approach to commuting efficiency. Urban Stud. 43(13), 2485–2502 (2006)

Niedzielski, M.A., Horner, M.W., Xiao, N.: Analyzing scale independence in jobs-housing and commute efficiency metrics. Transp. Res. Part A Policy Pract. 58, 129–143 (2013)

Peng, Z.R.: The jobs-housing balance and urban commuting. Urban Stud. 34(8), 1215–1235 (1997)

Rokib, S.A., Karim, M.A., Qiu, T.Z., Kim, A.: Origin-destination trip estimation from anonymous cell phone and foursquare data. In: Transportation Research Board Annual Meeting, (2015)

Small, K.A., Song, S.: Wasteful commuting: a resolution. J. Polit. Econ. 100(4), 888–898 (1992)

Sohn, K., Kim, D.: Dynamic origin-destination flow estimation using cellular communication system. IEEE Trans. Veh. Technol. 57(5), 2703–2713 (2008)

Tettamanti, T., Varga, I.: Mobile phone location area based traffic flow estimation in urban road traffic. pp. 1–15, (2014)

Toole, J.L., Colak, S., Sturt, B., Alexander, L.P., Evsukoff, A., González, M.C.: The path most traveled: travel demand estimation using big data resources. Transp. Res. Part C Emerg. Technol. 58, 162–177 (2015)

Wachs, M., Taylor, B.D., Levine, N., Ong, P.: The changing commute: a case-study of the jobs-housing relationship over time. Urban Stud. 30(10), 1711–1729 (1993)

Wachs, M., Kumagai, T.G.: Physical accessibility as a social indicator. Socio-econ. Plann. Sci. 7(5), 437–456 (1973)

Wang, D., Chai, Y.: The jobs–housing relationship and commuting in Beijing, China: the legacy of Danwei. J. Transp. Geogr. 17(1), 30–38 (2009)

Wang, E., Song, J., Xu, T.: From “spatial bond” to “spatial mismatch”: an assessment of changing jobs–housing relationship in Beijing. Habitat Int. 35(2), 398–409 (2011)

Widhalm, P., Yang, Y., Ulm, M., Athavale, S., González, M.C.: Discovering urban activity patterns in cell phone data. Transportation 42(4), 597–623 (2015)

Xu, Y., Li, R., Jiang, S., Zhang, J., González, M. C.: Clearer skies in Beijing-revealing the impacts of traffic on the modeling of air quality. (2017)

Zheng, S., Xu, Y., Zhang, X., Yu, D.: Jobs-housing balance index and its spatial variation: a case study in Beijing. Qinghua Daxue Xuebao/J. Tsinghua Univ. 55(4), 475–483 (2015)

Zhou, J., Chen, X., Wei, H., Peng, Y.U., Zhang, C.: Jobs-housing balance and commute efficiency in cities of central and western China: a case study of Xi’an. Acta Geogr. Sin. 68(10), 1316–1330 (2013)

Zhou, J., Wang, Y., Cao, G., Wang, S.: Jobs-housing balance and development zones in China: a case study of suzhou industry park. Urban Geogr. 38, 1–18 (2016a)

Zhou, J., Wang, Y., Schweitzer, L.: Jobs/housing balance and employer-based travel demand management program returns to scale: evidence from Los Angeles. Transp. Policy 20, 22–35 (2012a)

Zhou, J., Wang, Y., Schweitzer, L.: Jobs/housing balance and employer-based travel demand management program returns to scale: evidence from Los Angeles. Transp. Policy 20(1), 22–35 (2012b)

Zhou, J., Zhang, C., Chen, X., Wei, H., Peng, Y.: Has the legacy of danwei persisted in transformations? the jobs-housing balance and commuting efficiency in Xi’an. J. Transp. Geogr. 40, 64–76 (2014)

Zhou, S., Liu, Y., Kwan, M.: Spatial mismatch in post-reform urban China: a case study of a relocated state-owned enterprise in Guangzhou. Habitat Int. 58, 1–11 (2016b)

Zhu, J.: Dilemmas and counter-measures of peri urbanization phenomena in metropolitan suburbs: the case study of Shanghai. Urban Plan. Forum 6, 13–21 (2014)