Effect of Built Environment on Gasoline Consumption in a Developing Megacity

This paper analyzes the effect of the built environment on household gasoline consumption with data collected from 948 households in the metropolitan area of Jakarta, Indonesia. A structural equations model is developed to explain household gasoline consumption with motorcycle and car ownership as mediating variables. The results show that a smaller residence lot size and shorter access time to the nearest bus stop significantly decrease gasoline consumption. The access time to the nearest bus stop does not have an indirect effect through the ownership of cars or motorcycles but has a direct effect on gasoline consumption. In addition, the distance to the nearest regional core affects gasoline consumption positively through motorcycle ownership but does not affect it directly. Population density and neighborhood accessibility have a less significant impact on gasoline consumption, a finding supported by previous studies of developing cities. The results also show that the effect of residential self-selection is less significant. Finally, the estimated model is used to compute the potential impact of urbanization on gasoline consumption.

[1]  K. Zimmermann,et al.  PRACTITIONERS CORNER: Goodness of Fit Measures in the Tobit Model† , 1994 .

[2]  R. Cervero,et al.  TRAVEL DEMAND AND THE 3DS: DENSITY, DIVERSITY, AND DESIGN , 1997 .

[3]  R. Kitamura,et al.  A micro-analysis of land use and travel in five neighborhoods in the San Francisco Bay Area , 1997 .

[4]  M. Espey Gasoline demand revisited: an international meta-analysis of elasticities , 1998 .

[5]  Michael N. Bagley,et al.  The impact of residential neighborhood type on travel behavior: A structural equations modeling approach , 2001 .

[6]  Reid Ewing,et al.  Travel and the Built Environment: A Synthesis , 2001 .

[7]  R. Cybriwsky,et al.  City profile: Jakarta , 2001 .

[8]  K. Krizek Residential Relocation and Changes in Urban Travel: Does Neighborhood-Scale Urban Form Matter? , 2003 .

[9]  T. Firman New town development in Jakarta Metropolitan Region: a perspective of spatial segregation , 2004 .

[10]  Nancy P Humphrey,et al.  TRB Special Report: Does the Built Environment Influence Physical Activity? Examining the Evidence , 2005 .

[11]  D. Brownstone,et al.  The Impact of Residential Density on Vehicle Usage and Energy Consumption , 2005 .

[12]  P. Mokhtarian,et al.  What if you live in the wrong neighborhood? The impact of residential neighborhood type dissonance on distance traveled , 2005 .

[13]  Dominic Stead,et al.  Land Use and Travel Behaviour: Expected Effects from the Perspective of Utility Theory and Activity-Based Theories , 2005 .

[14]  Susan L Handy,et al.  Correlation or causality between the built environment and travel behavior? Evidence from Northern California , 2005 .

[15]  Akimasa Fujiwara,et al.  Motorization in Asia: 14 Countries and Three Metropolitan Areas , 2007 .

[16]  Tri Basuki Joewono,et al.  A reflection of motorization and public transport in the Jakarta Metropolitan Area : lessons learned and future implications towards better transportation development in developing countries , 2007 .

[17]  C. Zegras The Built Environment and Motor Vehicle Ownership and Use: Evidence from Santiago de Chile , 2010 .

[18]  Tri Basuki Joewono,et al.  A REFLECTION OF MOTORIZATION AND PUBLIC TRANSPORT IN JAKARTA METROPOLITAN AREA , 2007 .

[19]  Chandra R. Bhat,et al.  A Comprehensive Analysis of Built Environment Characteristics on Household Residential Choice and Auto Ownership Levels , 2007 .

[20]  R. Cervero,et al.  Influences of Built Environments on Walking and Cycling: Lessons from Bogotá , 2009 .

[21]  F. Steinberg Jakarta: Environmental problems and sustainability , 2007 .

[22]  P. Mokhtarian,et al.  Do changes in neighborhood characteristics lead to changes in travel behavior? A structural equations modeling approach , 2007 .

[23]  Ming Zhang,et al.  Influence of Urban Form on Travel Behavior in Four Neighborhoods of Shanghai , 2009 .

[24]  R. Ewing,et al.  Growing Cooler: The Evidence on Urban Development and Climate Change , 2008 .

[25]  R. Kitamura,et al.  Residential location, vehicle ownership and travel in Asia: a comparative analysis of Kei-Han-Shin and Kuala Lumpur metropolitan areas , 2009 .

[26]  Toshiyuki Yamamoto Comparative analysis of household car, motorcycle and bicycle ownership between Osaka metropolitan area, Japan and Kuala Lumpur, Malaysia , 2009 .

[27]  Xinyu Cao,et al.  Examining the Impacts of Residential Self‐Selection on Travel Behaviour: A Focus on Empirical Findings , 2009 .

[28]  D. Chatman Residential Choice, the Built Environment, and Nonwork Travel: Evidence Using New Data and Methods , 2009 .

[29]  Jen-Jia Lin,et al.  Structural Analysis of How Urban Form Impacts Travel Demand: Evidence from Taipei , 2009 .

[30]  Frank Witlox,et al.  Car ownership as a mediating variable in car travel behaviour research using a structural equation modelling approach to identify its dual relationship , 2010 .

[31]  Petter Næss Residential Location, Travel, and Energy Use in the Hangzhou Metropolitan Area , 2010 .

[32]  Reid Ewing,et al.  Travel and the Built Environment , 2010 .

[33]  Donggen Wang,et al.  Built environment diversities and activity–travel behaviour variations in Beijing, China , 2011 .

[34]  Chinh Q. Ho,et al.  The role of attitudes and public transport service on vehicle ownership in Ho Chi Minh, Vietnam , 2011 .

[35]  M. Boarnet A Broader Context for Land Use and Travel Behavior, and a Research Agenda , 2011 .

[36]  C. Mulley,et al.  Understanding neighbourhood design impact on travel behaviour: An application of structural equations model to a British metropolitan data , 2012 .

[37]  J. Scheiner,et al.  Changes in travel mode use after residential relocation: a contribution to mobility biographies , 2013 .

[38]  H. Kato,et al.  How Much Does Land Use Mix Impact on Travel Frequency?: Evidence from the Jakarta Metropolitan Area, Indonesia , 2013 .