Abstract
Transportation investment plays a significant role in promoting economic development. However, in what scenario and to what extent transportation investment can stimulate economic growth still remains debatable. For developing countries undergoing rapid urbanization, answering these questions is necessary for evaluating proposals and determining investment plans, especially considering the heterogeneity of spatiotemporal conditions. Current literature lacks systematical research to consider the impacts of panel data and spatial correlation issue in examining the economic effects of transportation investment. To fill this gap, this study collects provincial panel data in China from 1997 to 2015 to evaluate multi-level temporal and spatial effects of transportation investment on economic growth by using spatial panel data analysis. Results show that transportation investment leads to significant and positive effects on growth and spatial concentration of economic activities, but these results vary significantly depending on the temporal and spatial characteristics of each province. The economic impacts of transportation investment are quite positive even considering the time lag effects. This study suggests that both central and local governments should carefully evaluate the multifaceted economic effects of transportation investment, such as a balanced transportation investment and economic development between growing and lagging regions, and considering the spatiotemporal heterogeneity of the economic environment.
Similar content being viewed by others
Notes
According to differences in topography and economic development, Mainland China is usually divided into Eastern China (EC), Central China (CC) and Western China (WC). In this study, EC includes Beijing, Tianjin, Hebei, Shandong, Jiangsu, Shanghai, Zhejiang, Fujian, Guangdong, Hainan; CC includes Liaoning, Jilin, Heilongjiang, Inner Mongolia, Shanxi, Henan, Anhui, Hubei, Jiangxi, and Hunan; the remainder belongs to WC.
References
Achour H, Belloumi M (2016) Investigating the causal relationship between transport infrastructure, transport energy consumption and economic growth in Tunisia. Renew Sustain Energy Rev 56:988–998
Alonso W (1964) Location and land use: towards a general theory of land rent. Harvard University Press, Cambridge
Andrejić M, Bojović N, Kilibarda M (2016) A framework for measuring transport efficiency in distribution centers. Transp Policy 45:99–106
Ansar A, Flyvbjerg B, Budzier A, Lunn D (2016) Does infrastructure investment lead to economic growth or economic fragility? Evidence from China. Oxf Rev Econ Policy 32(3):360–390
Aschauer DA (1990) Highway capacity and economic growth. Econ Perspect 14(5):4–24
Baum-Snow N, Henderson JV, Turner MA, Zhang Q, Brandta L (2018) Does investment in national highways help or hurt hinterland city growth? J Urban Econ. https://doi.org/10.1016/j.jue.2018.05.001
Belotti F, Hughes G, Mortari PA (2016) Spatial panel data models using Stata. CEIS Tor Vergata Res Pap Ser 14(5):1–38
Berechman J, Ozmen D, Ozbay K (2006) Empirical analysis of transportation investment and economic development at state, county and municipality levels. Transportation 33(6):537–551
Beyzatlar MA, Karacal M, Yetkiner H (2014) Granger-causality between transportation and GDP: a panel data approach. Transp Res Pt A-Policy Pract 63:43–55
Canning D, Fay M (1993) The effect of transportation networks on economic growth. Columbia University discussion paper series. https://academiccommons.columbia.edu/doi/10.7916/D80K2H4N. Accessed 28 May 2019
Chakrabarti S (2018) Can highway development promote employment growth in India? Transp Policy 69:1–9
Chen Z, Haynes KE (2015) Multilevel assessment of public transportation infrastructure: a spatial econometric computable general equilibrium approach. Ann Reg Sci 54(3):663–685
Chen Z, Haynes KE (2017) Impact of high-speed rail on regional economic disparity in China. J Transp Geogr 65:80–91
Chen C, Vickerman R (2017) Can transport infrastructure change regions’ economic fortunes? Some evidence from Europe and China. Reg Stud 51(1):144–160
Chen J, Chen J, Miao Y, Song M, Fan Y (2016) Unbalanced development of inter-provincial high-grade highway in China: decomposing the Gini coefficient. Transp Res Part D Transp Environ 48:499–510
Cigu E, Agheorghiesei DT, Gavriluță AF, Toader E (2019) Transport infrastructure development, public performance and long-run economic growth: a case study for the Eu-28 countries. Sustainability 11(1):67–90
Dai Y, Xiao J, Pan Y (2016) Can “local accent” reduce agency cost? A case based on the perspective of dialects. Econ Res J 12:147–161
Démurger S (2001) Infrastructure development and economic growth: an explanation for regional disparities in China? J Comp Econ 29(1):95–117
Deng T (2013) Impacts of transport infrastructure on productivity and economic growth: recent advances and research challenges. Transp Rev 33(6):686–699
Diao M (2018) Does growth follow the rail? The potential impact of high-speed rail on the economic geography of China. Transp Res Pt A-Policy Pract 113:279–290
Eberts RW (1990) Public infrastructure and regional economic development. Econ Rev 26(1):15–27
Elburz Z, Nijkamp P, Pels E (2017) Public infrastructure and regional growth: lessons from meta-analysis. J Transp Geogr 58:1–8
Farhadi M (2015) Transport infrastructure and long-run economic growth in OECD countries. Transp Res Pt A-Policy Prac 74:73–90
Fujita M, Krugman PR, Venables AJ (1999) The spatial economy: cities, regions and international trade. MIT Press, Cambridge
Hakim MM, Merkert R (2016) The causal relationship between air transport and economic growth: empirical evidence from South Asia. J Transp Geogr 56:120–127
He C (2008) Foreign manufacturing investment in China: the role of industrial agglomeration and industrial linkages. China World Econ 16(1):82–99
Holmgren J, Merkel A (2017) Much ado about nothing? A meta-analysis of the relationship between infrastructure and economic growth. Res Transp Econ 63:13–26
Holtz-Eakin D, Schwartz AE (1995) Spatial productivity spillovers from public infrastructure: evidence from state highways. Int Tax Public Financ 2(3):459–468
Jia S, Zhou C, Qin C (2017) No difference in effect of high-speed rail on regional economic growth based on match effect perspective? Transp Res Pt A Policy Pract 106:144–157
Jiang X, Zhang L, Xiong C, Wang R (2016) Transportation and regional economic development: analysis of spatial spillovers in China provincial regions. Netw Spat Econ 16(3):769–790
Jiang X, He X, Zhang L, Qin H, Shao F (2017) Multimodal transportation infrastructure investment and regional economic development: a structural equation modeling empirical analysis in China from 1986 to 2011. Transp Policy 54:43–52
Kim BHS, Kim E (2015) Human capital and spatial development in Northeastern Asian regions. Ann Reg Sci 55(2–3):265–268
Kim E, Hewings GJD, Amir H (2017) Economic evaluation of transportation projects: an application of financial computable general equilibrium model. Res Transp Econ 61:44–55
Knowles DR, Ferbrache F (2016) Evaluation of wider economic impacts of light rail investment on cities. J Transp Geogr 54:430–439
Kyriacou AP, Muinelo-Gallo L, Roca-Sagalés O (2019) The efficiency of transport infrastructure investment and the role of government quality: an empirical analysis. Transp Policy 74:93–102
Legaspi J, Hensher D, Wang B (2015) Estimating the wider economic benefits of transport investments: the case of the Sydney North West Rail Link project. Case Stud on Transp Policy 3(2):182–195
Li T, Yang W, Zhang H, Cao X (2016) Evaluating the impact of transport investment on the efficiency of regional integrated transport systems in China. Transp Policy 45:66–76
Lin X, Yang J, MacLachlan I (2018) High-speed rail as a solution to metropolitan passenger mobility: the case of Shenzhen–Dongguan–Huizhou metropolitan area. J Transp Land Use 11(1):1257–1270
Maparu TS, Mazumder TN (2017) Transport infrastructure, economic development and urbanization in India (1990–2011): is there any causal relationship? Transp Res Pt A-Policy Pract 100:319–336
Melo PC, Graham DJ, Brage-Ardao R (2013) The productivity of transport infrastructure investment: a meta-analysis of empirical evidence. Reg Sci Urban Econ 43(5):695–706
Meng X, Lin S, Zhu X (2018) The resource redistribution effect of high-speed rail stations on the economic growth of neighbouring regions: evidence from China. Transp Policy 68:178–191
Ministry of Transport of China (2017) The total transport investment will reach 15 trillion during the 13th five-year plan period. http://finance.sina.com.cn/roll/2017-02-28/doc-ifyavwcv9136677.shtml. Accessed 12 Dec 2018
Nocke V (2006) A gap for me: entrepreneurs and entry. J Eur Econ Assoc 4(5):929–956
Ozbay K, Ozmen-Ertekind D, Berechman J (2007) Contribution of transportation investments to county output. Transp Policy 14(4):317–329
Penyalver D, Turró M, Williamson JB (2019) Measuring the value for money of transport infrastructure procurement: an intergenerational approach. Transp Res Pt A-Policy Pract 119:238–254
Pereira AM, Roca-Sagales O (2003) Spillover effects of public capital formation: evidence from the Spanish regions. J Urban Econ 53(2):238–256
Rokicki B, Stępniak M (2018) Major transport infrastructure investment and regional economic development: an accessibility-based approach. J Transp Geogr 72:36–49
Rothengatter W (2017) Wider economic impacts of transport infrastructure investments: relevant or negligible? Transp Policy 59:124–133
Sharif A, Shahbaz M, Hille E (2019) The transportation-growth nexus in USA: fresh insights from pre-post global crisis period. Transp Res Pt A-Policy Pract 121:108–121
Shi Y, Guo S, Sun P (2017) The role of infrastructure in China’s regional economic growth. J Asian Econ 49:26–41
Stepniak M, Rosik P (2013) Accessibility improvement, territorial cohesion and spillovers: a multidimensional evaluation of two motorway sections in Poland. J Transp Geogr 31:154–163
Sun Y, Cui Y (2018) Analyzing urban infrastructure economic benefit using an integrated approach. Cities 79:124–133
Tokunova G (2018) Assessment of the transport infrastructure influence on urban agglomerations development. Transp Res Proc 36:754–758
Vickerman R (2018) Can high-speed rail have a transformative effect on the economy? Transp Policy 62:31–37
Wang B, Zhang X (2010) The contribution of the highway to economic growth in Xinjiang based on I–O and ESDA. Acta Geogr Sin 65(12):1522–1533
Wang J, Zhang T, Fu B (2016) A measure of spatial stratified heterogeneity. Ecol Indic 67:250–256
Wetwitoo J, Kato H (2017) Inter-regional transportation and economic productivity: a case study of regional agglomeration economies in Japan. Ann Reg Sci 59(2):321–344
Yu N, de Jong M, Storm S, Mi J (2012) The growth impact of transport infrastructure investment: a regional analysis for China (1978–2008). Policy Soc 31:25–38
Yu N, de Jong M, Storm S, Mi J (2013) Spatial spillover effects of transport infrastructure: evidence from Chinese regions. J Transp Geogr 28:56–66
Zhang X (2008) Transport infrastructure, spatial spillover and economic growth: evidence from China. Front Econ China 3(4):585–597
Zhou J (2016) The transit metropolis of Chinese characteristics? Literature review, interviews, surveys and case studies. Transp Policy 51:115–125
Zong G, Wu H (2011) Transport investment and economic growth in Beijing city. Prices Monthly 1:56–59
Acknowledgements
This work was supported by the Humanity and Social Science Youth Foundation of the Ministry of Education of China (Grant No. 19YJC790074), the Natural Science Foundation of Zhejiang Province (Grant No. LQ19D010003), Soft Science Foundation of Ningbo (Grant No. 2018A10018), and the K. C. Wong Magna Fund from Ningbo University. The authors thank three anonymous reviewers for their insightful suggestions.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflicts of interest
The authors declare no conflict of interest.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Lin, X., MacLachlan, I., Ren, T. et al. Quantifying economic effects of transportation investment considering spatiotemporal heterogeneity in China: a spatial panel data model perspective. Ann Reg Sci 63, 437–459 (2019). https://doi.org/10.1007/s00168-019-00937-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00168-019-00937-8