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Spatial Impact of Transportation Infrastructure: A Spatial Econometric CGE Approach

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Abstract

This study introduces a new method called Spatial Econometric Computable General Equilibrium (SECGE), which integrates both spatial econometrics with computable general equilibrium modeling to improve the effectiveness of impact analysis on transportation infrastructure. Elasticities of factor substitution for the Constant Elasticity Substitution (CES) production function are estimated in a spatial econometric model with consideration of spatial dependence. CGE simulations adopting different substitution elasticities show a difference between spatial econometric estimation and traditional OLS estimation. Although the differences are relatively small in this aggregate case study, implications for more sensitive disaggregated regional models are clear.

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Notes

  1. 1.

    Public capital stock is normally estimated through the Perpetual Inventory Method based on the level of depreciation rate and level of investment. The linkage can be written as K t  = (1 − δ)K t − 1 + I t . Given the predetermined ratio of depreciation rate δ, capital stock is naturally primarily influenced by the investment level.

  2. 2.

    Because there is no specific information on public transportation capital by mode except the highway and streets, the public capital shares for air, transit and water transportation have to be estimated based on their activity share.

References

  • Andersson AE, Anderstig C, Harsman B (1990) Knowledge and communications infrastructure and regional economic change. Reg Sci Urban Econ 20(3):359–376

    Article  Google Scholar 

  • Anselin L (1988) Spatial econometrics: methods and models. Springer, Berlin

    Google Scholar 

  • Anselin L, Griffith DA (1988) Do spatial effects really matter in regression analysis? Papers in Regional Science 65(1):11–34

    Article  Google Scholar 

  • Anselin L, IbnuSyabri, Youngihn Kho (2006) GeoDa: an introduction to spatial data analysis. Geogr Anal 38(1):5–22

    Article  Google Scholar 

  • Armington PS (1969) A theory of demand for products distinguished by place of production. Staff Papers-International Monetary Fund 16(1):159–178

    Article  Google Scholar 

  • Aschauer DA (1989) Is public expenditure productive? J Monetary Econ 23(2):177–200

    Article  Google Scholar 

  • Aschauer DA (1990) Why is infrastructure important? (Conference Series; [Proceedings]). Federal Reserve Bank of Boston, pp 21–68

    Google Scholar 

  • Aschauer DA (1994) Infrastructure and macroeconomic performance: direct and indirect effects. Presented at the Paper to OECD Conference on Capital Formation and Employment, Amsterdam

    Google Scholar 

  • Balistreri EJ, McDaniel CA, Wong EV (2003) An estimation of U.S. industry-level capital-labor substitution. EconWPA. Computational Economics

    Google Scholar 

  • Berndt ER, Hansson B (1992) Measuring the contribution of public infrastructure capital in Sweden. Scand J Econ 94:S151–S168

    Article  Google Scholar 

  • Bhatta SD, Drennan MP (2003) The economic benefits of public investment in transportation. J Plan Educ Res 22(3):288–296

    Article  Google Scholar 

  • Blum U (1982) Effects of transportation investments on regional growth: a theoretical and empirical investigation. Pap Reg Sci Assoc 49(1):169–184

    Article  Google Scholar 

  • Bo CD, Florio M, Manzi G (2010) Regional infrastructure and convergence: growth implications in a spatial framework. Transit Stud Rev 17(3):475–493

    Article  Google Scholar 

  • Boarnet MG (1997) Infrastructure services and the productivity of public capital: the case of streets and highways. Nat Tax J 50(1):39–57

    Google Scholar 

  • Boarnet MG (1998) Spillovers and the locational effects of public infrastructure. J Reg Sci 38(3):381–400

    Article  Google Scholar 

  • Boarnet MG, Haughwout AF (2000) Do highways matter? Evidence and policy implications of highways’ influence on metropolitan development. A discussion paper prepared for the brookings institution center on urban and metropolitan policy. Washington DC

    Google Scholar 

  • Bröcker J (1998) Operational spatial computable general equilibrium modeling. Ann Reg Sci 32(3):367–387

    Article  Google Scholar 

  • Bröcker J (2004) Computable general equilibrium analysis in transportation economics. Handbook 5 of handbooks in transport. Pergamon/Elsevier Science, Kidlington, pp 269–289

    Google Scholar 

  • Bröcker J, Kancs A, Schürmann C, Wegener M, Spiekermann K (2001) Methodology for the assessment of spatial economic impacts of transport projects and policies. EERI Research Paper Series, (3)

    Google Scholar 

  • Cantos P, Gumbau-Albert M, Maudos J (2005) Transport infrastructures, spillover effects and regional growth: evidence of the Spanish case. Transport Rev 25(1):25–50

    Article  Google Scholar 

  • Chen, Z., & Haynes, K. E. (2013). Transportation Capital in the United States: A Multimodal General Equilibrium Analysis. Public Works Management & Policy

    Google Scholar 

  • Chen, Z., & Haynes, K. E. (2014). Public surface transportation and regional output: A spatial panel approach. Papers in Regional Science

    Google Scholar 

  • Chirinko RS, Fazzari SM, Meyer AP (2004) That elusive elasticity: a long-panel approach to estimating the capital-labor substitution elasticity

    Google Scholar 

  • Cliff AD, Ord JK (1981) Spatial processes: models & applications. Pion

    Google Scholar 

  • Cohen JP (2007) Economic benefits of investments in transport infrastructure. Discussion paper no 2007–13 December 2007. OECD/ITF

    Google Scholar 

  • Cohen JP, Morrison Paul CJ (2003) Spatial and supply/demand agglomeration economies: state- and industry-linkages in the U.S. food system. Empir Econ 28:733–751

    Article  Google Scholar 

  • Cohen JP, Morrison Paul CJ (2004) Public infrastructure investment, interstate spatial spillovers, and manufacturing costs. Rev Econ Stat 86(2):551–560

    Article  Google Scholar 

  • Dixon PB, Rimmer MT (2000) MONASH: a dynamic, computable general equilibrium model of the Australian economy. Centre of Policy Studies, Monash University

    Google Scholar 

  • Duffy-Deno KT, Eberts R (1991) Public infrastructure and regional economic development: a simultaneous equations approach. J Urban Econ 30(3):329–343

    Article  Google Scholar 

  • Elhorst JP (2012) Matlab software for spatial panels. Int Reg Sci Rev. doi:10.1177/0160017612452429

  • Fernald JG (1999) Roads to prosperity? Assessing the link between public capital and productivity. Am Econ Rev 89(3):619–638

    Article  Google Scholar 

  • Gramlich EM (1994) Infrastructure investment: a review essay. J Econ Lit 32(3):1176–1196

    Google Scholar 

  • Gramlich E (2001) Infrastructure and economic development. Remarks by Governor Edward M. Gramlich at the Texas trade corridors new economy conference. San Antonio, TX

    Google Scholar 

  • Haddad EA, Hewings GJD (2005) Market imperfections in a spatial economy: some experimental results. Q Rev Econ Finance 45(2–3):476–496

    Article  Google Scholar 

  • Harmatuck DJ (1996) The influence of transportation infrastructure on economic development. Logist Transport Rev 32(1)

    Google Scholar 

  • Haynes KE (2006) Infrastructure: the glue of megacities, vol 9. Kenniscentrum Grote Steden

    Google Scholar 

  • Holtz-Eakin D, Schwartz AE (1995) Spatial productivity spillovers from public infrastructure: evidence from state highways (working paper no 5004). National Bureau of Economic Research

    Google Scholar 

  • Ivanova O (2004) Evaluation of infrastructure welfare benefits in the Spatial Computable General Equilibrium (SCGE) framework. Department of Economics, University of Oslo

    Google Scholar 

  • Kelejian HH, Robinson DP (1997) Infrastructure productivity estimation and its underlying econometric specifications: a sensitivity analysis. Pap Reg Sci 76(1):115–131

    Article  Google Scholar 

  • Krugman P (1991) Increasing returns and economic geography. J Polit Econ 99:484–99

    Article  Google Scholar 

  • LeSage JP (1999) The theory and practice of spatial econometrics. A manual to accompany the spatial econometrics toolbox. Available at: http://www.spatial-econometrics.com

  • LeSage J, Pace RK (2009) Introduction to spatial econometrics, 1st edn. Chapman and Hall/CRC, London

    Book  Google Scholar 

  • Löfgren H, Harris RL, Robinson S (2002) A standard computable general equilibrium (CGE) model in GAMS (vol. 5). Intl Food Policy Res Inst

    Google Scholar 

  • Mamuneas TP, Nadiri MI (2006) Production, consumption and the rates of return to highway infrastructure capital (unpublished manuscript). University of Cyprus, and New York University and National Bureau of Economic Research

    Google Scholar 

  • Mattoon R (2002) Midwest infrastructure: assessing the contribution of basic infrastructure to economic growth. Chicago Fed Letter, 184b (Special Issue December)

    Google Scholar 

  • McDonald S (2005) The provide project standard computable general equilibrium model: version 2. Technical paper series 15625, PROVIDE project

    Google Scholar 

  • Miyagi T (2006) Evaluation of economic impacts from the accessibility-change by transportation investment: a SCGE modeling approach

    Google Scholar 

  • Mohammad M (2009) Infrastructure investment in Indonesia: process and impact (Dissertation). University of Groningen, Netherlands

    Google Scholar 

  • Moran PAP (1950) Notes on continuous stochastic phenomena. Biometrika 37(1–2):17–23

    Article  Google Scholar 

  • Moreno R, López-Bazo E (2007) Returns to local and transport infrastructure under regional spillovers. Int Reg Sci Rev 30(1):47–71

    Article  Google Scholar 

  • Munnell AH (1992) Policy watch: infrastructure investment and economic growth. J Econ Perspect 6(4):189–198

    Article  Google Scholar 

  • Nadiri MI, Mamuneas TP (1996) Contribution of highway capital to industry and national productivity growth (No BAT-94-008). Report prepared for Apogee Research, Inc., for the federal highway administration office of policy development

    Google Scholar 

  • Narayanan GB, Aguiar A, McDougall R (eds) (2012) Global trade, assistance, and production: the GTAP 8 data base. Center for Global Trade Analysis, Purdue University

    Google Scholar 

  • Ozbay K, Ozmen-Ertekin D, Berechman J (2007) Contribution of transportation investments to county output. Transport Policy 14(4):317–329

    Article  Google Scholar 

  • Paelinck JHP, Klaassen LH (1979) Spatial econometrics. Saxon House, Farnborough

    Google Scholar 

  • Varian HR (1992) Microeconomic analysis, 3rd edn. Norton & Company, New York

    Google Scholar 

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Chen, Z., Haynes, K.E. (2015). Spatial Impact of Transportation Infrastructure: A Spatial Econometric CGE Approach. In: Nijkamp, P., Rose, A., Kourtit, K. (eds) Regional Science Matters. Springer, Cham. https://doi.org/10.1007/978-3-319-07305-7_10

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