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Evaluating the relationship between rail transit and industrial agglomeration: An observation from the Dallas-fort worth region, TX

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  • Yu, Haitao
  • Jiao, Junfeng
  • Houston, Eric
  • Peng, Zhong-Ren

Abstract

Recent studies have suggested that rail transit not only facilitates urban growth but also promotes urban agglomeration. Yet research that links industrial agglomeration with rail transit is scant—what types of industries are likely to cluster near rail stations? To what extent can rail transit access be seen as having an influence on industrial agglomeration? And how do these interactions vary as rail transit proximity increases? To answer these and related questions, we investigate the relationship between industrial agglomeration and rail transit in the Dallas-Fort Worth metropolitan area using the Longitudinal Employer Dynamics (LEHD) employment data from 2014 at the census block level. First, we use the Local Indicator of Spatial Association statistics (LISA) tests to identify industrial agglomeration patterns within the study area. We then use logistics models to reveal the relationship between rail transit proximity and industrial agglomeration. Our study finds that the impacts of rail transit on industrial agglomeration, in terms of magnitudes and signs, are mixed across industries. The varying results suggest that the benefits of rail transit access exhibit considerable demand from certain industry sectors including the manufacturing, knowledge, and services industries, while exerting weaker forces in pulling agglomeration in its immediate environs among other industries (including the retail trade sector). In practice, these results are useful for justifying evidence-based rail transit planning.

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  • Yu, Haitao & Jiao, Junfeng & Houston, Eric & Peng, Zhong-Ren, 2018. "Evaluating the relationship between rail transit and industrial agglomeration: An observation from the Dallas-fort worth region, TX," Journal of Transport Geography, Elsevier, vol. 67(C), pages 33-52.
    • Handle: RePEc:eee:jotrge:v:67:y:2018:i:c:p:33-52
    DOI: 10.1016/j.jtrangeo.2018.01.008
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    as
    1. Kyeongsu Kim & Michael L. Lahr, 2014. "The impact of Hudson-Bergen Light Rail on residential property appreciation," Papers in Regional Science, Wiley Blackwell, vol. 93, pages 79-97, November.
    2. McFadden, Daniel L., 1984. "Econometric analysis of qualitative response models," Handbook of Econometrics, in: Z. Griliches† & M. D. Intriligator (ed.), Handbook of Econometrics, edition 1, volume 2, chapter 24, pages 1395-1457, Elsevier.
    3. Joshua Drucker & Harvey Goldstein, 2007. "Assessing the Regional Economic Development Impacts of Universities: A Review of Current Approaches," International Regional Science Review, , vol. 30(1), pages 20-46, January.
    4. Mejia-Dorantes, Lucia & Paez, Antonio & Vassallo, Jose Manuel, 2012. "Transportation infrastructure impacts on firm location: the effect of a new metro line in the suburbs of Madrid," Journal of Transport Geography, Elsevier, vol. 22(C), pages 236-250.
    5. Masahisa Fujita & Paul Krugman & Anthony J. Venables, 2001. "The Spatial Economy: Cities, Regions, and International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262561476, December.
    6. Yena Song & Keumsook Lee & William Anderson & T. Lakshmanan, 2012. "Industrial agglomeration and transport accessibility in metropolitan Seoul," Journal of Geographical Systems, Springer, vol. 14(3), pages 299-318, July.
    7. Gilles Duranton & Diego Puga, 2000. "Diversity and Specialisation in Cities: Why, Where and When Does it Matter?," Urban Studies, Urban Studies Journal Limited, vol. 37(3), pages 533-555, March.
    8. Padeiro, Miguel, 2013. "Transport infrastructures and employment growth in the Paris metropolitan margins," Journal of Transport Geography, Elsevier, vol. 31(C), pages 44-53.
    9. Rachel Guillain & Julie Le Gallo, 2010. "Agglomeration and Dispersion of Economic Activities in and around Paris: An Exploratory Spatial Data Analysis," Environment and Planning B, , vol. 37(6), pages 961-981, December.
    10. Daniel G. Chatman & Robert B. Noland, 2014. "Transit Service, Physical Agglomeration and Productivity in US Metropolitan Areas," Urban Studies, Urban Studies Journal Limited, vol. 51(5), pages 917-937, April.
    11. Karyn Morrissey, 2016. "A location quotient approach to producing regional production multipliers for the Irish economy," Papers in Regional Science, Wiley Blackwell, vol. 95(3), pages 491-506, August.
    12. Lakshmanan, T.R., 2011. "The broader economic consequences of transport infrastructure investments," Journal of Transport Geography, Elsevier, vol. 19(1), pages 1-12.
    13. Owen, Andrew & Levinson, David M., 2015. "Modeling the commute mode share of transit using continuous accessibility to jobs," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 110-122.
    14. Anders Malmberg & Peter Maskell, 2002. "The Elusive Concept of Localization Economies: Towards a Knowledge-Based Theory of Spatial Clustering," Environment and Planning A, , vol. 34(3), pages 429-449, March.
    15. Beaudry, Catherine & Schiffauerova, Andrea, 2009. "Who's right, Marshall or Jacobs? The localization versus urbanization debate," Research Policy, Elsevier, vol. 38(2), pages 318-337, March.
    16. Julia Lane & Bryce Stephens, 2006. "Integrated Employer-Employee Data: New Resources for Regional Data Analysis," International Regional Science Review, , vol. 29(3), pages 264-277, July.
    17. Zhenhua Chen & Kingsley Haynes, 2015. "Multilevel assessment of public transportation infrastructure: a spatial econometric computable general equilibrium approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 54(3), pages 663-685, May.
    18. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    19. Fan, Yingling & Guthrie, Andrew E & Levinson, David M, 2012. "Impact of light rail implementation on labor market accessibility: A transportation equity perspective," The Journal of Transport and Land Use, Center for Transportation Studies, University of Minnesota, vol. 5(3), pages 28-39.
    20. Ian R. Gordon & Philip McCann, 2000. "Industrial Clusters: Complexes, Agglomeration and/or Social Networks?," Urban Studies, Urban Studies Journal Limited, vol. 37(3), pages 513-532, March.
    21. Andrew Crawley & Malcolm Beynon & Max Munday, 2013. "Making Location Quotients More Relevant as a Policy Aid in Regional Spatial Analysis," Urban Studies, Urban Studies Journal Limited, vol. 50(9), pages 1854-1869, July.
    22. Haitao Yu & Ming Zhang & Hao Pang, 2017. "Evaluation of transit proximity effects on residential land prices: an empirical study in Austin, Texas," Transportation Planning and Technology, Taylor & Francis Journals, vol. 40(8), pages 841-854, November.
    23. Julie Cidell, 2015. "The role of major infrastructure in subregional economic development: an empirical study of airports and cities," Journal of Economic Geography, Oxford University Press, vol. 15(6), pages 1125-1144.
    24. Pablo D'Este & Frederick Guy & Simona Iammarino, 2013. "Shaping the formation of university--industry research collaborations: what type of proximity does really matter?," Journal of Economic Geography, Oxford University Press, vol. 13(4), pages 537-558, July.
    25. Holl, Adelheid, 2004. "Manufacturing location and impacts of road transport infrastructure: empirical evidence from Spain," Regional Science and Urban Economics, Elsevier, vol. 34(3), pages 341-363, May.
    26. Wagner, Alfred, 1891. "Marshall's Principles of Economics," History of Economic Thought Articles, McMaster University Archive for the History of Economic Thought, vol. 5, pages 319-338.
    27. Stephen J Appold, 2015. "The Impact of Airports on US Urban Employment Distribution," Environment and Planning A, , vol. 47(2), pages 412-429, February.
    28. Henri L.F. Groot & Jacques Poot & Martijn J. Smit, 2016. "Which Agglomeration Externalities Matter Most And Why?," Journal of Economic Surveys, Wiley Blackwell, vol. 30(4), pages 756-782, September.
    29. van den Heuvel, Frank P. & Rivera, Liliana & van Donselaar, Karel H. & de Jong, Ad & Sheffi, Yossi & de Langen, Peter W. & Fransoo, Jan C., 2014. "Relationship between freight accessibility and logistics employment in US counties," Transportation Research Part A: Policy and Practice, Elsevier, vol. 59(C), pages 91-105.
    30. Kay, Andrew I. & Noland, Robert B. & DiPetrillo, Stephanie, 2014. "Residential property valuations near transit stations with transit-oriented development," Journal of Transport Geography, Elsevier, vol. 39(C), pages 131-140.
    31. Glenn Ellison & Edward L. Glaeser & William R. Kerr, 2010. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," American Economic Review, American Economic Association, vol. 100(3), pages 1195-1213, June.
    32. Dan O'Donoghue & Bill Gleave, 2004. "A Note on Methods for Measuring Industrial Agglomeration," Regional Studies, Taylor & Francis Journals, vol. 38(4), pages 419-427.
    33. Daniel Chatman & Robert Noland, 2011. "Do Public Transport Improvements Increase Agglomeration Economies? A Review of Literature and an Agenda for Research," Transport Reviews, Taylor & Francis Journals, vol. 31(6), pages 725-742.
    34. Daniel J. Graham, 2007. "Agglomeration, Productivity and Transport Investment," Journal of Transport Economics and Policy, University of Bath, vol. 41(3), pages 317-343, September.
    35. Adelheid Holl & Ilaria Mariotti, 2018. "The Geography of Logistics Firm Location: The Role of Accessibility," Networks and Spatial Economics, Springer, vol. 18(2), pages 337-361, June.
    36. Christopher D. Higgins & Pavlos S. Kanaroglou, 2016. "Forty years of modelling rapid transit’s land value uplift in North America: moving beyond the tip of the iceberg," Transport Reviews, Taylor & Francis Journals, vol. 36(5), pages 610-634, September.
    37. Patricia C Melo & Daniel J Graham & David Levinson & Sarah Aarabi, 2017. "Agglomeration, accessibility and productivity: Evidence for large metropolitan areas in the US," Urban Studies, Urban Studies Journal Limited, vol. 54(1), pages 179-195, January.
    38. Graham, Daniel J., 2007. "Variable returns to agglomeration and the effect of road traffic congestion," Journal of Urban Economics, Elsevier, vol. 62(1), pages 103-120, July.
    39. Bjorn Asheim & Helen Lawton Smith & Christine Oughton, 2011. "Regional Innovation Systems: Theory, Empirics and Policy," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 875-891.
    40. Gian-Claudia Sciara, 2017. "Metropolitan Transportation Planning: Lessons From the Past, Institutions for the Future," Journal of the American Planning Association, Taylor & Francis Journals, vol. 83(3), pages 262-276, July.
    41. McMillen, Daniel P., 2001. "Nonparametric Employment Subcenter Identification," Journal of Urban Economics, Elsevier, vol. 50(3), pages 448-473, November.
    42. Genevieve Giuliano & Chris Redfearn & Ajay Agarwal & Sylvia He, 2012. "Network Accessibility and Employment Centres," Urban Studies, Urban Studies Journal Limited, vol. 49(1), pages 77-95, January.
    43. Mingfeng Lin & Henry C. Lucas & Galit Shmueli, 2013. "Research Commentary ---Too Big to Fail: Large Samples and the p -Value Problem," Information Systems Research, INFORMS, vol. 24(4), pages 906-917, December.
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