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Transportation Letters
The International Journal of Transportation Research
Volume 14, 2022 - Issue 7
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Research Article

Road transportation and economic growth in China: Granger causality analysis based on provincial panel data

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References

  • Achour, H., and M. Belloumi. 2016. “Investigating the Causal Relationship between Transport Infrastructure, Transport Energy Consumption and Economic Growth in Tunisia.” Renewable and Sustainable Energy Reviews 56: 988–998. doi:10.1016/j.rser.2015.12.023.
  • Agbelie, B. R. 2014. “An Empirical Analysis of Three Econometric Frameworks for Evaluating Economic Impacts of Transportation Infrastructure Expenditures across Countries.” Transport Policy 35: 304–310. doi:10.1016/j.tranpol.2014.06.009.
  • Apergis, N., and J. E. Payne. 2009. “Energy Consumption and Economic Growth in Central America: Evidence from a Panel Co-integration and Error Correction Model.” Energy Economics 31: 211–216. doi:10.1016/j.eneco.2008.09.002.
  • Aschauer, D. 1989. “Is Public Expenditure Productive?” Journal of Monetary Economics 23: 177–200. doi:10.1016/0304-3932(89)90047-0.
  • Banerjee, A. V., E. Duflo, and N. Qian. 2012. “On the Road: Access to Transportation Infrastructure and Economic Growth in China.” Social Science Electronic Publishing 11: 1–53.
  • Banister, D. 2012. “Transport and Economic Development: Reviewing the Evidence.” Transport Reviews 32: 1–2. doi:10.1080/01441647.2011.603283.
  • Banister, D., and Y. Berechman. 2001. “Transport Investment and the Promotion of Economic Growth.” Journal of Transport Geography 9: 0–218. doi:10.1016/S0966-6923(01)00013-8.
  • Beyzatlar, M. A., M. Karacal, and H. Yetkiner. 2014. “Granger-causality between Transportation and GDP: A Panel Data Approach.” Transportation Research Part A: Policy and Practice 63: 43–55. doi:10.1016/j.tra.2014.03.001.
  • Boopen, S. 2006. “Transport Infrastructure and Economic Growth: Evidence from Africa Using Dynamic Panel Estimates.” Empirical Economics 5: 37–52.
  • Bose, N., and M. E. Haque. 2005. “Causality between Public Investment in Transport and Communication and Economic Growth.” Journal of Economic Development 30: 95–106.
  • Breusch, T., and A. R. Pagan. 1980. “The Lagrange Multiplier Test and Its Applications to Model Specification in Econometrics.” Review of Economic Studies 47: 239–253. doi:10.2307/2297111.
  • Button, K., and J. Yuan. 2013. “Airfreight Transport and Economic Development: An Examination of Causality.” Urban Studies 50: 329–340. doi:10.1177/0042098012446999.
  • Chen, S. T., H. I. Kuo, and C. C. Chen. 2007. “The Relationship between GDP and Electricity Consumption in 10 Asian Countries.” Energy Policy 35: 2611–2621. doi:10.1016/j.enpol.2006.10.001.
  • Chen, Y., N. Salike, F. Luan, and M. He. 2016. “Heterogeneous Effects of Inter- and Intra-city Transportation Infrastructure on Economic Growth: Evidence from Chinese Cities.” Cambridge Journal of Regions Economy and Society 9 (3): 571–587.
  • Chenery, H., S. Robinson, and M. Syequin. 1980. “A Comparative Study of Industrial Growth.”
  • Cheng, Y., B. P. Y. Loo, and R. Vickerman. 2015. “High-speed Rail Networks, Economic Integration and Regional Specialisation in China and Europe.” Travel Behaviour and Society 2 (1): 1–14. doi:10.1016/j.tbs.2014.07.002.
  • CSY. 2016. China Statistical Yearbooks. Beijing: China Statistical Publishing House.
  • Démurger, S. 2001. “Infrastructure Development and Economic Growth: An Explanation for Regional Disparities in China?” Journal of Comparative Economics 29: 0–117. doi:10.1006/jcec.2000.1693.
  • Deng, T., S. Shao, L. Yang, and X. Zhang. 2014. “Has the Transport-led Economic Growth Effect Reached A Peak in China? A Panel Threshold Regression Approach.” Transportation 41 (3): 567–587. doi:10.1007/s11116-013-9503-4.
  • Emirmahmutoglu, F., and N. Kose. 2011. “Testing for Granger Causality in Heterogeneous Mixed Panels.” Economic Modelling 28: 870–876. doi:10.1016/j.econmod.2010.10.018.
  • Erdil, E., and I. H. Yetkiner. 2009. “The Granger-causality between Health Care Expenditure and Output: A Panel Data Approach.” Applied Economics 41: 511–518. doi:10.1080/00036840601019083.
  • Fan, S., and C. Chan-Kang. 2008. “Regional Road Development, Rural and Urban Poverty: Evidence from China.” Transport Policy 15: 0–314. doi:10.1016/j.tranpol.2008.12.012.
  • Farhadi, M. 2015. “Transport Infrastructure and Long-run Economic Growth in OECD Countries.” Transportation Research Part A: Policy and Practice 74: 73–90.
  • Fedderke, J. W., P. Perkins, and J. M. Luiz. 2006. “Infrastructural Investment in Long-run Economic Growth: South Africa 1875-2001.” World Development 34: 1037–1059. doi:10.1016/j.worlddev.2005.11.004.
  • Granger, C. W. J. 1969. “Investigating Causal Relation by Econometric and Cross-Section Method.” Econometrica 37: 424–438. doi:10.2307/1912791.
  • Gunasekera, K., W. Anderson, and T. R. Lakshmanan. 2008. “Highway-induced Development: Evidence from Sri Lanka.” World Development 36: 2371–2389. doi:10.1016/j.worlddev.2007.10.014.
  • Haque, M. E., and D. H. Kim. 2003. “Public Investment in Transportation and Communication and Growth: A Dynamic Panel Approach.” Centre for Growth & Business Cycle Research Discussion Papers Series. Economics, The Univeristy of Manchester.
  • He, D., Q. Yin, M. Zheng, and P. Gao. 2019. “Transport and Regional Economic Integration: Evidence from the Chang-Zhu-Tan Region in China.” Transport Policy 79: 193–203. doi:10.1016/j.tranpol.2019.04.015.
  • Hong, J., Chu Z., Wang, Q. 2011. “Transport infrastructure and regional economic growth: evidence from China.” Transportation 38: 737–752. doi:10.1007/s11116-011-9349-6
  • Hong, J., Z. Chu, and Q. Wang. 2011. “Transport Infrastructure and Regional Economic Growth: Evidence from China.” Transportation 38: 737–752. doi:10.1007/s11116-011-9349-6.
  • Hurlin, C. 2012. “Testing for Granger Non-causality in Heterogeneous Panels.” Economic Modelling 29: 1450–1460. doi:10.1016/j.econmod.2012.02.014.
  • Iacono, M., and D. Levinson. 2016. “Mutual Causality in Road Network Growth and Economic Development.” Transport Policy 45: 209–217. doi:10.1016/j.tranpol.2015.06.005.
  • Jiang, X., X. He, L. Zhang, H. Qin, and F. Shao. 2017. “Multimodal Transportation Infrastructure Investment and Regional Economic Development: A Structural Equation Modeling Empirical Analysis in China from 1986 to 2011.” Transport Policy 54: 43–52. doi:10.1016/j.tranpol.2016.11.004.
  • Jiwattanakulpaisarn, P., R. B. Noland, and D. J. Graham. 2010. “Causal Linkages between Highways and Sector-level Employment.” Transportation Research Part A: Policy & Practice 44: 265–280.
  • Kollias, C., and S. Paleologou. 2013. “Guns, Highways and Economic Growth in the United States.” Economic Modelling 30: 449–455. doi:10.1016/j.econmod.2012.09.048.
  • Lan, S., C. Yang, and G. Huang. 2017. “Data Analysis for Metropolitan Economic and Logistics Development.” Advanced Engineering Informatics 32: 66–76. doi:10.1016/j.aei.2017.01.003.
  • Lean, H. H., W. Huang, and J. J. Hong. 2014. “Logistics and Economic Development: Experience from China.” Transport Policy 32: 96–104. doi:10.1016/j.tranpol.2014.01.003.
  • Maparu, T. S., and T. N. Mazumder. 2017. “Transport Infrastructure, Economic Development and Urbanization in India (1990–2011): Is There Any Causal Relationship?” Transportation Research Part A Policy and Practice 100: 319–336. doi:10.1016/j.tra.2017.04.033.
  • Meersman, H., and M. Nazemzadeh. 2017. “The Contribution of Transport Infrastructure to Economic Activity: The Case of Belgium.” Case Studies on Transport Policy 5: 316–324. .2017.03.009
  • Mody, A., and F. Y. Wang. 1997. “Explaining Industrial Growth in Coastal China: Economic Reforms and What Else?” World Bank Economic Review 11: 293–325. doi:10.1093/wber/11.2.293.
  • Mohmand, Y. T., A. Wang, and A. Saeed. 2017. “The Impact of Transportation Infrastructure on Economic Growth: Empirical Evidence from Pakistan.” Transportation Letters 9 (2): 63–69. doi:10.1080/19427867.2016.1165463.
  • Mutascu, M. 2016. “A Bootstrap Panel Granger Causality Analysis of Energy Consumption and Economic Growth in the G7 Countries.” Renewable and Sustainable Energy Reviews 63: 166–171. doi:10.1016/j.rser.2016.05.055.
  • Ozbay, K., D. Ozmen-Ertekin, and J. Berechman. 2007. “Contribution of Transportation Investments to County Output.” Transport Policy 14: 0–329. doi:10.1016/j.tranpol.2007.03.004.
  • Pesaran, M. H. 2004. “General Diagnostic Tests for Cross Section Dependence in Panels.” Cambridge Working Papers in Economics 69: 1240.
  • Pesaran, M. H., A. Ullah, and T. Yamagata. 2008. “A Bias-adjusted LM Test of Error Cross-section Independence.” Econometrics Journal 11: 105–127. doi:10.1111/j.1368-423X.2007.00227.x.
  • Pinkse, J., L. Shen, and M. Slade. 2007. “A Central Limit Theorem for Endogenous Locations and Complex Spatial Interactions.” Journal of Econometrics 140: 215–225. doi:10.1016/j.jeconom.2006.09.008.
  • Pradhan, R. P., and T. P. Bagchi. 2013. “Effect of Transportation Infrastructure on Economic Growth in India: The VEM Approach.” Research in Transportation Economics 38: 139–148. doi:10.1016/j.retrec.2012.05.008.
  • Rong, C. H. 1995. “New Progress of Transport Development Theory with Transportation as Main Clue.” Journal of Beijing Jiaotong University 4: 502–508.
  • Sahoo, P., R. K. Dash, and G. Nataraj. 2010. “Infrastructure Development and Economic Growth in China.” Institute of Developing Economies Discussion Paper 261.
  • Saidi, K., M. M. Rahman, and M. Amamri. 2017. “The Causal Nexus between Economic Growth and Energy Consumption: New Evidence from Global Panel of 53 Countries.” Sustainable Cities & Society 33: 10–16. doi:10.1016/j.scs.2017.05.013.
  • Shi, W., H. S. Bang, and K. X. Li. 2016. “A Cross-region Analysis of the Output Elasticity of Transport Investment in China.” Maritime Policy & Management 43 (2): 222–241. doi:10.1080/03088839.2015.1129673.
  • Shi, Y., S. Guo, and P. Sun. 2017. “The Role of Infrastructure in China’s Regional Economic Growth.” Journal of Asian Economics 49: 26–41. doi:10.1016/j.asieco.2017.02.004.
  • Squalli, J. 2007. “Electricity Consumption and Economic Growth: Bounds and Causality Analyses of OPEC Members.” Energy Economics 29: 1192–1205. doi:10.1016/j.eneco.2006.10.001.
  • Sun, Y., and Y. Cui. 2018. “Evaluating the Coordinated Development of Economic, Social and Environmental Benefits of Urban Public Transportation Infrastructure: Case Study of Four Chinese Autonomous Municipalities.” Transport Policy 66: 116–126. doi:10.1016/j.tranpol.2018.02.006.
  • Swamy, P. A. V. B. 1970. “Efficient Inference in a Random Coefficient Regression Model.” Econometrica 38: 311–323. doi:10.2307/1913012.
  • Toda, H. Y., and T. Yamamoto. 1995. “Statistical Inference in Vector Auto Regressions with Possibly Integrated Processes.” Journal of Econometrics 66: 225–250. doi:10.1016/0304-4076(94)01616-8.
  • Tong, T., and T. E. Yu. 2018. “Transportation and Economic Growth in China: A Heterogeneous Panel Cointegration and Causality Analysis.” Journal of Transport Geography 73: 120–130. doi:10.1016/j.jtrangeo.2018.10.016.
  • Ullah, A. 2004. Finite Sample Econometrics. Oxford: Oxford University Press.
  • Wang, Z., and S. Sun. 2016. “Transportation Infrastructure and Rural Development in China.” China Agricultural Economic Review 8 (3): 516–525. doi:10.1108/CAER-09-2015-0115.
  • Wei, C., H. Taubenböck, and T. Blaschke. 2017. “Measuring Urban Agglomeration Using a City-scale Dasymetric Population Map: A Study in the Pearl River Delta, China.” Habitat International 59: 32–43. doi:10.1016/j.habitatint.2016.11.007.
  • Yetkiner, H., and M. A. Beyzatlar. 2020. “The Granger-causality between Wealth and Transportation: A Panel Data Approach.” Transport Policy 97: 19–25. doi:10.1016/j.tranpol.2020.07.004.
  • Yoo, S.-H. 2006. “Oil Consumption and Economic Growth: Evidence from Korea.” Energy Policy 1: 235–243.
  • Yu, N., M. D. Jong, S. Storm, and J. Mi. 2012. “Transport Infrastructure, Spatial Clusters and Regional Economic Growth in China.” Transport Reviews 32: 3–28. doi:10.1080/01441647.2011.603104.
  • Zhang, X., and H. Sun. 2008. “Transport Infrastructure, Spatial Clustering and China’s Economic Growth.” Economic Survey 2: 20–24.

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