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Regional Economic Output and Public Surface Transportation Infrastructure: A Spatial Granger Approach

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  • Zhenhua Chen

    (University of Southern California)

  • Kingsley B. Haynes

    (George Mason University)

Abstract

This paper expands upon the classical Granger causality test with spatial dimensions to investigate the causal linkages between regional economic output and surface transportation infrastructure with a focus on the Northeast Corridor in the United States. To improve the validity of estimation, a panel data set of surface transportation infrastructure including highways, public intercity railways, and public transit, which are measured in real monetary value for the period 1991-2009, is adopted. Granger causality tests with integrations of various forms of spatial spillover interactions are analyzed in different spatial vector autoregressive models. The empirical results reveal that the spatial Granger causality test is able to capture a broader geographic scale of causality than the classical approach, but the causality between regional economic output and surface transportation infrastructure is sensitive to the model specifications.

Suggested Citation

  • Zhenhua Chen & Kingsley B. Haynes, 2014. "Regional Economic Output and Public Surface Transportation Infrastructure: A Spatial Granger Approach," The Review of Regional Studies, Southern Regional Science Association, vol. 44(3), pages 263-279, Winter.
  • Handle: RePEc:rre:publsh:v44:y:2014:i:3:p:263-279
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    as
    1. Vassilis Tselios, 2014. "The Granger-causality between income and educational inequality: a spatial cross-regressive VAR framework," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(1), pages 221-243, August.
    2. Kevin T. Duffy-Deno & Randall W. Eberts, 1996. "Public Infrastructure and Regional Economic Development: A Simultaneous Equations Approach," Book chapters authored by Upjohn Institute researchers, in: Niles Hansen & Kenneth J. Button & Peter Nijkamp (ed.),Regional Policy and Regional Integration, pages 295-309, W.E. Upjohn Institute for Employment Research.
    3. Sau‐Him Paul Lau & Chor‐Yiu Sin, 1997. "Public Infrastructure and Economic Growth: Time‐Series Properties and Evidence," The Economic Record, The Economic Society of Australia, vol. 73(221), pages 125-135, June.
    4. Boarnet, Marlon G., 1997. "Infrastructure Services and the Productivity of Public Capital: The Case of Streets and Highways," National Tax Journal, National Tax Association;National Tax Journal, vol. 50(1), pages 39-57, March.
    5. Gramlich, Edward M, 1994. "Infrastructure Investment: A Review Essay," Journal of Economic Literature, American Economic Association, vol. 32(3), pages 1176-1196, September.
    6. Wen-Cheng Lu & Jong-Rong Chen & Chia-Ling Wang, 2006. "Granger causality test on R&D spatial spillovers and productivity growth," Applied Economics Letters, Taylor & Francis Journals, vol. 13(13), pages 857-861.
    7. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    8. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    9. Boarnet, Marlon G. & Haughwout, Andrew F., 2000. "Do Highways Matter? Evidence and Policy Implications of Highways' Influence on Metropolitan Development," University of California Transportation Center, Working Papers qt5rn9w6bz, University of California Transportation Center.
    10. Jiwattanakulpaisarn, Piyapong & Noland, Robert B. & Graham, Daniel J., 2010. "Causal linkages between highways and sector-level employment," Transportation Research Part A: Policy and Practice, Elsevier, vol. 44(4), pages 265-280, May.
    11. John G. Fernald, 1999. "Roads to Prosperity? Assessing the Link between Public Capital and Productivity," American Economic Review, American Economic Association, vol. 89(3), pages 619-638, June.
    12. Hartwig, Jochen, 2010. "Is health capital formation good for long-term economic growth? - Panel Granger-causality evidence for OECD countries," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 314-325, March.
    13. Kemmerling, Achim & Stephan, Andreas, 2002. "The Contribution of Local Public Infrastructure to Private Productivity and Its Political Economy: Evidence from a Panel of Large German Cities," Public Choice, Springer, vol. 113(3-4), pages 403-424, December.
    14. U. Blum, 1982. "Effects Of Transportation Investments On Regional Growth: A Theoretical And Empirical Investigation," Papers in Regional Science, Wiley Blackwell, vol. 49(1), pages 169-184, January.
    15. Lau, Sau-Him Paul & Sin, Chor-Yiu, 1997. "Public Infrastructure and Economic Growth: Time-Series Properties and Evidence," The Economic Record, The Economic Society of Australia, vol. 73(221), pages 125-135, June.
    16. Holtz-Eakin, Douglas, 1993. "State-specific estimates of state and local government capital," Regional Science and Urban Economics, Elsevier, vol. 23(2), pages 185-209, April.
    17. Sturm, Jan-egbert & Jacobs, Jan & Groote, Peter, 1999. "Output Effects of Infrastructure Investment in the Netherlands, 1853-1913," Journal of Macroeconomics, Elsevier, vol. 21(2), pages 355-380, April.
    18. Luc Anselin & Sergio J. Rey, 2010. "Perspectives on Spatial Data Analysis," Advances in Spatial Science, in: Luc Anselin & Sergio J. Rey (ed.), Perspectives on Spatial Data Analysis, chapter 0, pages 1-20, Springer.
    19. Alicia H. Munnell, 1992. "Policy Watch: Infrastructure Investment and Economic Growth," Journal of Economic Perspectives, American Economic Association, vol. 6(4), pages 189-198, Fall.
    20. Kessides, C., 1993. "The Contributions of Infrastructure to Economic Development, A review of Experience and Policy Implications," World Bank - Discussion Papers 213, World Bank.
    21. Hulten, Charles R. & Wykoff, Frank C., 1981. "The estimation of economic depreciation using vintage asset prices : An application of the Box-Cox power transformation," Journal of Econometrics, Elsevier, vol. 15(3), pages 367-396, April.
    22. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    23. Queiroz, Cesar & Gautam, Surhid, 1992. "Road infrastructure and economic development : some diagnostic indicators," Policy Research Working Paper Series 921, The World Bank.
    24. J. Paul Elhorst, 2014. "Matlab Software for Spatial Panels," International Regional Science Review, , vol. 37(3), pages 389-405, July.
    25. Ozbay, Kaan & Ozmen-Ertekin, Dilruba & Berechman, Joseph, 2007. "Contribution of transportation investments to county output," Transport Policy, Elsevier, vol. 14(4), pages 317-329, July.
    26. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    27. Arthur Getis, 2010. "Spatial Filtering in a Regression Framework: Examples Using Data on Urban Crime, Regional Inequality, and Government Expenditures," Advances in Spatial Science, in: Luc Anselin & Sergio J. Rey (ed.), Perspectives on Spatial Data Analysis, chapter 0, pages 191-202, Springer.
    28. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
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    More about this item

    Keywords

    regional economic output; public surface transportation; Granger causality; spillovers;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R42 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Transportation Economics - - - Government and Private Investment Analysis; Road Maintenance; Transportation Planning
    • R53 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Public Facility Location Analysis; Public Investment and Capital Stock

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