The Changes of Urban Structure and Commuting: An Application to Metropolitan Statistical Areas in the United States

While urban structures have been delineated at the regional level, few works have explored the impact of urban structures on commuting at this same level. This article studies how urban structures affect commuting from 2000 to 2010. It applies a spatial statistical tool, standard deviation ellipses, to capture spatial patterns of jobs and residential workers for metropolitan statistical areas (MSAs). Two urban structure indexes are constructed to illustrate different decentralization levels of employment with reference to the distribution of residential workers; one illustrates the spatial decentralization of high job density nodes, while the other shows the spatial decentralization of moderate job density nodes. Commuting times of two modes by private cars and public transit are analyzed along with the number of commuters. The results highlight three findings: (1) MSAs become more compact in terms of employment distribution, (2) more decentralized high-density nodes lead to less total commuting times, and on the other hand, more decentralized moderate job density nodes contribute to longer commuting times, and (3) the decentralization of high job density nodes is associated with less commuting time of private cars, while they have insignificant effect on commuting time of public transit.

[1]  Frans M. Dieleman,et al.  Polynucleated regions in Northwest Europe , 1998 .

[2]  M. Batty Polynucleated Urban Landscapes , 2001 .

[3]  Tao Xu,et al.  From “spatial bond” to “spatial mismatch”: An assessment of changing jobs–housing relationship in Beijing , 2011 .

[4]  M. Horner Spatial Dimensions of Urban Commuting: A Review of Major Issues and Their Implications for Future Geographic Research* , 2004, The Professional Geographer.

[5]  D L Greene,et al.  Recent trends in urban spatial structure. , 1980, Growth and change.

[6]  Jessica N Mefford,et al.  Investigating Urban Spatial Mismatch Using Job–Housing Indicators to Model Home–Work Separation , 2007 .

[7]  J. Mcdonald The identification of urban employment subcenters , 1987 .

[8]  Jungyul Sohn Are commuting patterns a good indicator of urban spatial structure , 2005 .

[9]  E. Mills Studies in the Structure of the Urban Economy , 1972 .

[10]  Morton E. O'Kelly,et al.  Examining Commuting Patterns , 2011 .

[11]  R. Muth CITIES AND HOUSING; THE SPATIAL PATTERN OF URBAN RESIDENTIAL LAND USE. , 1969 .

[12]  W. Bogart,et al.  Employment Centres in Greater Cleveland: Evidence of Evolution in a Formerly Monocentric City , 1999 .

[13]  Donggen Wang,et al.  The jobs-housing relationship and commuting in Beijing, China: the legacy of Danwei , 2009 .

[14]  A. Mitchell The ESRI guide to GIS analysis , 1999 .

[15]  Mark W. Horner,et al.  A multi-scale analysis of urban form and commuting change in a small metropolitan area (1990–2000) , 2007 .

[16]  S. French,et al.  Measuring the Structure of U.S. Metropolitan Areas, 1970–2000 , 2012 .

[17]  Sunhee Sang,et al.  Exploring job centers by accessibility using fuzzy set approach: the case study of the Columbus MSA , 2014 .

[18]  I. Johnston-Anumonwo RACIAL DIFFERENCES IN THE COMMUTING BEHAVIOR OF WOMEN IN BUFFALO, 1980-1990 , 1995 .

[19]  R. Cervero,et al.  Polycentrism, Commuting, and Residential Location in the San Francisco Bay Area , 1997, Environment & planning A.

[20]  Pin T. Ng,et al.  Using Quantile Smoothing Splines to Identify Employment Subcenters in a Multicentric Urban Area , 2001 .

[21]  J. B. Parr,et al.  The Polycentric Urban Region: A Closer Inspection , 2004 .

[22]  David Banister,et al.  Urban Spatial Change and Excess Commuting , 2007 .

[23]  G. Galster,et al.  Wrestling Sprawl to the Ground: Defining and measuring an elusive concept , 2001 .

[24]  Selima Sultana Some Effects of Employment Centers on Commuting Times in the Atlanta Metropolitan Area, 1990 , 2013 .

[25]  K. Small,et al.  Population and employment densities: structure and change. , 1993, Journal of urban economics.

[26]  Yongwan Chun,et al.  Exploring urban commuting imbalance by jobs and gender , 2012 .

[27]  Jiawen Yang Commuting Impacts of Spatial Decentralization: A Comparison of Atlanta and Boston , 2005 .

[28]  Tadashi Fujii,et al.  THE CHANGING METROPOLITAN STRUCTURE OF ATLANTA, GEORGIA: LOCATIONS OF FUNCTIONS AND REGIONAL STRUCTURE IN A MULTINUCLEATED URBAN AREA , 1995 .

[29]  P. Kanaroglou,et al.  Urban Form and Commuting Efficiency: A Comparative Analysis across Time and Space , 2013 .

[30]  Martin Wachs,et al.  The Changing Commute: A Case-study of the Jobs-Housing Relationship over Time , 1993 .

[31]  P. Veneri Urban Polycentricity and the Costs of Commuting: Evidence from Italian Metropolitan Areas , 2010 .

[32]  Daniel Arribas-Bel,et al.  The validity of the monocentric city model in a polycentric age: US metropolitan areas in 1990, 2000 and 2010 , 2014 .

[33]  Richard Shearmur,et al.  Intrametropolitan Employment Structure: Polycentricity, Scatteration, Dispersal and Chaos in Toronto, Montreal and Vancouver, 1996-2001 , 2007 .

[34]  Morton E. O'Kelly,et al.  Spatial interaction models from Irish commuting data: variations in trip length by occupation and gender , 2012, J. Geogr. Syst..

[35]  D. McMillen Nonparametric Employment Subcenter Identification , 2001 .

[36]  R. Cervero JOBS-HOUSING BALANCE REVISITED: TRENDS AND IMPACTS IN THE SAN FRANCISCO BAY AREA. , 1996 .

[37]  Susan L Handy,et al.  Urban Form and Pedestrian Choices: Study of Austin Neighborhoods , 1996 .

[38]  M. Dijst,et al.  The impact of metropolitan structure on commute behavior in the Netherlands: a multilevel approach , 2004 .

[39]  Yujie Hu,et al.  Commuting Variability by Wage Groups in Baton Rouge, 1990–2010 , 2017, ArXiv.

[40]  Shima Hamidi,et al.  The typology of the American metropolis: monocentricity, polycentricity, or generalized dispersion? , 2017 .

[41]  Fahui Wang,et al.  Modeling Commuting Patterns in Chicago in a GIS Environment: A Job Accessibility Perspective , 2000 .

[42]  Joel Garreau Edge City: Life on the New Frontier , 1991 .

[43]  Joe Weber,et al.  Journey-to-Work Patterns in the Age of Sprawl: Evidence from Two Midsize Southern Metropolitan Areas* , 2007 .

[44]  Enda Murphy,et al.  Excess commuting and modal choice , 2009 .

[45]  R. Ewing,et al.  Measuring Sprawl and Its Transportation Impacts , 2003 .

[46]  Fahui Wang,et al.  Temporal Trends of Intraurban Commuting in Baton Rouge, 1990–2010 , 2016, Geographies of Mobility.

[47]  Pavlos S. Kanaroglou,et al.  Urban Form and Household Activity‐Travel Behavior , 2006 .

[48]  G. Giuliano,et al.  Is the Journey to Work Explained by Urban Structure? , 1993 .

[49]  M. Kwan,et al.  Gender differences in commute time and accessibility in Sofia, Bulgaria: a study using 3D geovisualisation , 2015 .

[50]  Dominique Mignot,et al.  Urban Sprawl, polycentrism and commuting.A comparison of Seven French Urban Areas , 2004 .

[51]  William A. V. Clark,et al.  Commuting in Restructuring Urban Regions , 1994 .

[52]  R. Lang Edgeless Cities: Exploring the Elusive Metropolis , 2003 .

[53]  Changing gender differences in commuting in the Tokyo metropolitan suburbs , 2004 .

[54]  Michael A. Niedzielski,et al.  Travel Time and Distance as Relative Accessibility in the Journey to Work , 2014 .

[55]  Ali Modarres,et al.  Polycentricity, Commuting Pattern, Urban Form: The Case of Southern California , 2011 .

[56]  P. Gordon,et al.  Congestion, Changing Metropolitan Structure, and City Size in the United States , 1989 .

[57]  L. Frank,et al.  Urban form, travel time, and cost relationships with tour complexity and mode choice , 2007 .

[58]  Daniel J. Graham,et al.  The effect of labour market spatial structure on commuting in England and Wales , 2012 .

[59]  Selima Sultana Job/Housing Imbalance and Commuting Time in the Atlanta Metropolitan Area: Exploration of Causes of Longer Commuting Time , 2002 .

[60]  P. C. Zegras,et al.  Influence of Land Use on Travel Behavior in Santiago, Chile , 2004 .

[61]  R. Crane,et al.  Is There a Quiet Revolution in Women's Travel? Revisiting the Gender Gap in Commuting , 2007 .

[62]  Ming Zhang The Role of Land Use in Travel Mode Choice: Evidence from Boston and Hong Kong , 2004 .

[63]  I. S. Lowry,et al.  PLANNING FOR URBAN SPRAWL , 1988 .

[64]  Mark V. Janikas,et al.  Spatial Statistics in ArcGIS , 2010 .

[65]  R. Kloosterman,et al.  The Polycentric Urban Region: Towards a Research Agenda , 2001 .

[66]  Marie-Hélène Vandersmissen,et al.  Analyzing Changes in Urban Form and Commuting Time* , 2003 .

[67]  H W Richardson,et al.  The Distribution of Population and Employment in a Polycentric City: The Case of Los Angeles , 1986, Environment & planning A.

[68]  J. Mcdonald,et al.  A nonparametric analysis of employment density in a polycentric city , 1997 .

[69]  A. Downs Stuck in Traffic: Coping with Peak-Hour Traffic Congestion , 1992 .

[70]  T. Schwanen,et al.  Re-evaluating the Impact of Urban Form on Travel Patterns in Europe and North-America , 2006 .

[71]  M. Cropper,et al.  The Effects of Urban Spatial Structure on Travel Demand in the United States , 2005, Review of Economics and Statistics.

[72]  Si‐ming Li Evolving Residential and Employment Locations and Patterns of Commuting under Hyper Growth: The Case of Guangzhou, China , 2010 .

[73]  R. Cervero,et al.  Sub-centring and Commuting: Evidence from the San Francisco Bay Area, 1980-90 , 1998 .

[74]  Miquel-Àngel Garcia-López,et al.  Employment Decentralisation: Polycentricity or Scatteration? The Case of Barcelona , 2010 .

[75]  G. Giuliano,et al.  SUBCENTERS IN THE LOS ANGELES REGION , 1991 .

[76]  Sara L McLafferty,et al.  Gender, race, and the determinants of commuting: New york in 1990 , 1997 .

[77]  Paul Waddell,et al.  A MULTINOMIAL LOGIT MODEL OF RACE AND URBAN STRUCTURE , 1992 .

[78]  P. Gordon,et al.  Beyond Polycentricity: The Dispersed Metropolis, Los Angeles, 1970-1990 , 1996 .

[79]  Michael Manville,et al.  Beyond the Spatial Mismatch: Welfare Recipients and Transportation Policy , 2004 .

[80]  M. Jun,et al.  THE COMMUTING PARADOX: EVIDENCE FROM THE TOP TWENTY , 1991 .

[81]  Marc Schlossberg,et al.  School Trips: Effects of Urban Form and Distance on Travel Mode , 2006 .

[82]  Frank S. Koppelman,et al.  Representing the differences between female and male commute behavior in residential location choice models , 2001 .

[83]  John F. McDonald,et al.  Employment Subcenters and Land Values in a Polycentric Urban Area: The Case of Chicago , 1990 .

[84]  Catherine Baumont,et al.  Spatial Analysis of Employment and Population Density: The Case of the Agglomeration of Dijon 1999 , 2003 .

[85]  Jiawen Yang,et al.  Policy Implications of Excess Commuting: Examining the Impacts of Changes in US Metropolitan Spatial Structure , 2008 .

[86]  Brian D. Taylor,et al.  Gender, Race, and Travel Behavior: Analysis of Household-Serving Travel and Commuting in San Francisco Bay Area , 1998 .

[87]  Genevieve Giuliano,et al.  Employment Concentrations in Los Angeles, 1980–2000 , 2007 .

[88]  Rachel Guillain,et al.  Changes in the Intrametropolitan Location of Producer Services in Île-De-France (1978-1997): Do Information Technologies Promote A More Dispersed Spatial Pattern? , 2004 .