A spatial autoregressive panel model to analyze road network spillovers on production
The production function approach is used to introduce the effect of public infrastructure on economic growth focusing on its spillover effects. We improve the existing literature both from a conceptual and methodological perspective. As regressors we incorporate variables related to the new concepts of internal and imported transport infrastructure capital stocks, which are actually used in commercial flows, calculated by network analysis performed in GIS. The internally used capital stock represents own infrastructure that benefits accessing markets within the region itself, while the imported capital stock captures the spillover effect associated to the use of the infrastructure situated in neighboring regions. From a methodological perspective, we introduce spatial interdependence into these models, applying the most recent spatial econometric techniques based on instrumental variables estimation in spatial autoregressive panel models in comparison with Maximum Likelihood estimation methods. We illustrate the methodology with Spanish provincial panel data for the period 1980–2007. Results support the hypothesis that the imported capital has a positive spillover effect on production.
Volume (Year): 93 (2016)
Issue (Month): C ()
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- Stephen Gibbons & Henry G. Overman, 2012.
"Mostly Pointless Spatial Econometrics?,"
Journal of Regional Science,
Wiley Blackwell, vol. 52(2), pages 172-191, May.
- Steve Gibbons & Henry G. Overman, 2010. "Mostly Pointless Spatial Econometrics?," SERC Discussion Papers 0061, Spatial Economics Research Centre, LSE.
- Gibbons, Steve & Overman, Henry G., 2010. "Mostly pointless spatial econometrics?," LSE Research Online Documents on Economics 33559, London School of Economics and Political Science, LSE Library.
- Millo, Giovanni & Piras, Gianfranco, 2012. "splm: Spatial Panel Data Models in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 47(i01).
- Douglas Holtz-Eakin & Amy Schwartz, 1995. "Spatial productivity spillovers from public infrastructure: Evidence from state highways," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 2(3), pages 459-468, October.
- Douglas Holtz-Eakin & Amy Ellen Schwartz, 1995. "Spatial Productivity Spillovers from Public Infrastructure: Evidence from State Highways," NBER Working Papers 5004, National Bureau of Economic Research, Inc.
- Baltagi, Badi H. & Liu, Long, 2011. "Instrumental variable estimation of a spatial autoregressive panel model with random effects," Economics Letters, Elsevier, vol. 111(2), pages 135-137, May.
- Badi H. Baltagi & Long Liu, 2011. "Instrument Variable Estimation of a Spatial Autoregressive Panel Model with Random Effects," Center for Policy Research Working Papers 127, Center for Policy Research, Maxwell School, Syracuse University.
- repec:jss:jstsof:v:076:i06 is not listed on IDEAS
- Aschauer, David Alan, 1989. "Is public expenditure productive?," Journal of Monetary Economics, Elsevier, vol. 23(2), pages 177-200, March.
- David Aschauer, 1988. "Is public expenditure productive?," Staff Memoranda 88-7, Federal Reserve Bank of Chicago.
- Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
- Harry H. Kelejian & Ingmar R. Prucha, 1997. "A Generalized Spatial Two Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," Electronic Working Papers 97-002, University of Maryland, Department of Economics, revised Aug 1997.
- Badi H. Baltagi & Bernard Fingleton & Alain Pirotte, 2014. "Estimating and Forecasting with a Dynamic Spatial Panel Data Model," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(1), pages 112-138, February.
- Baltagi, Badi H. & Fingleton, Bernard & Pirotte, Alain, 2011. "Estimating and forecasting with a dynamic spatial panel data model," LSE Research Online Documents on Economics 58322, London School of Economics and Political Science, LSE Library.
- Badi H. Baltagi & Bernard Fingleton & Alain Pirotte, 2011. "Estimating and Forecasting with a Dynamic Spatial Panel Data Model," SERC Discussion Papers 0095, Spatial Economics Research Centre, LSE.
- Badi H. Baltagi & Bernard Fingleton & Alain Pirotte, 2012. "Estimating and Forecasting With A Dynamic Spatial Panel Data Model," Center for Policy Research Working Papers 149, Center for Policy Research, Maxwell School, Syracuse University.
- Garcia-Mila, Teresa & McGuire, Therese J., 1992. "The contribution of publicly provided inputs to states' economies," Regional Science and Urban Economics, Elsevier, vol. 22(2), pages 229-241, June.
- Álvarez, Inmaculada C. & Barbero, Javier & Zofío, José L., 2017. "A Panel Data Toolbox for MATLAB," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 76(i06).
- Álvarez, Inmaculada & Barbero, Javier & Zofío, José Luis, 2013. "A Panel Data Toolbox for MATLAB," Working Papers in Economic Theory 2013/05, Universidad Autónoma de Madrid (Spain), Department of Economic Analysis (Economic Theory and Economic History).
- Pereira, Alfredo Marvao & Roca-Sagales, Oriol, 2003. "Spillover effects of public capital formation: evidence from the Spanish regions," Journal of Urban Economics, Elsevier, vol. 53(2), pages 238-256, March.
- Alfredo Marvao Pereira & Oriol Roca Sagalés, 2002. "Spillover effects of public capital formation : evidence from the spanish regions," Working Papers wpdea0210, Department of Applied Economics at Universitat Autonoma of Barcelona.
- Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 38(2), pages 112-134.
- Hausman, Jerry A, 1978. "Specification Tests in Econometrics," Econometrica, Econometric Society, vol. 46(6), pages 1251-1271, November.
- J. A. Hausman, 1976. "Specification Tests in Econometrics," Working papers 185, Massachusetts Institute of Technology (MIT), Department of Economics.
- Arbués, Pelayo & Baños, José F. & Mayor, Matías, 2015. "The spatial productivity of transportation infrastructure," Transportation Research Part A: Policy and Practice, Elsevier, vol. 75(C), pages 166-177.
- Pedro Cantos & Mercedes Gumbau‐Albert & Joaquín Maudos, 2003. "Transport infrastructures, spillover effects and regional growth: evidence of the Spanish case," Transport Reviews, Taylor & Francis Journals, vol. 25(1), pages 25-50, December.
- Kapoor, Mudit & Kelejian, Harry H. & Prucha, Ingmar R., 2007. "Panel data models with spatially correlated error components," Journal of Econometrics, Elsevier, vol. 140(1), pages 97-130, September.
- J. Paul Elhorst, 2014. "Matlab Software for Spatial Panels," International Regional Science Review, , vol. 37(3), pages 389-405, July.
- Baltagi, Badi H. & Heun Song, Seuck & Cheol Jung, Byoung & Koh, Won, 2007. "Testing for serial correlation, spatial autocorrelation and random effects using panel data," Journal of Econometrics, Elsevier, vol. 140(1), pages 5-51, September.
- Alfredo Pereira & Jorge Andraz, 2004. "Public highway spending and state spillovers in the USA," Applied Economics Letters, Taylor & Francis Journals, vol. 11(12), pages 785-788.
- Goerlich, Francisco J & Mas, Matilde, 2001. "Inequality in Spain 1973-91: Contribution to a Regional Database," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 47(3), pages 361-378, September.
- Bernard Fingleton, 2014. "Forecasting with dynamic spatial panel data: practical implementation methods," Economics and Business Letters, Oviedo University Press, vol. 3(4), pages 194-207. Full references (including those not matched with items on IDEAS)
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