Abstract
The increasing discrepancy between a regional economy and transportation imposes higher requirements for their coordinated development. This paper utilized the coupling coordination degree (CCD) model and entropy method (EM) to quantitatively study the coupling coordination state between regional economy and transportation and its spatial distribution of 30 provinces in China from 2004 to 2017. The results show the following: (1) The comprehensive level of regional economy and transportation development in China has shown a growing trend, and the development of regional economy is faster than that of the transportation. (2) The CCD between regional economy and transportation in China is changing from incoordination to high-level coordination. The imbalance of CCD levels among the regions studied varies significantly. The CCD in the eastern regions is slightly higher than that in the central, western, and northeast regions. (3) In the region with a higher CCD, the discrepancy between the development of regional economy and transportation is higher than that in other regions. Moreover, suggestions are provided to promote the coordinated development from a regional perspective. This study provides references to policymakers to help them properly plan and design transportation systems while considering the regional economy, thus stimulating the coordinated and sustainable development between regional economy and transportation.
Similar content being viewed by others
Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Arvin MB, Pradhan RP, Norman NR (2015) Transportation intensity, urbanization, economic growth, and CO2 emissions in the G-20 countries. Util Policy 35:50–66
Cascetta E, Cartenì A, Henke I, Pagliara F (2020) Economic growth, transport accessibility and regional equity impacts of high-speed railways in Italy: ten years ex post evaluation and future perspectives. Transport Res A Pol 139:412–428
Cui D, Chen X, Xue YL, Li R, Zeng WH (2019) An integrated approach to investigate the relationship of coupling coordination between social economy and water environment on urban scale - A case study of Kunming. J Environ Manage 234:189–199
Cui Q, Kuang HB, Li Y (2014) The low-carbon synergy study based on synergy theory and evolution equation. Chinese Journal of Management Science 22:852–858
Chi J, Baek J (2013) Dynamic relationship between air transport demand and economic growth in the United States: A new look. Transport Pol 29:257–260
Chunmei L (2018). Research on the Dynamic Relationship among Transportation, Economic Growth, Urbanization and CO2 Emissions in China. IOP Conference Series: Earth Environ Sci 199(2). https://doi.org/10.1088/1755-1315/199/2/022022
Du Q, Li JT, Li Y, Huang N, Zhou J, Li Z (2020) Carbon inequality in the transportation industry: empirical evidence from China. Environ Sci Pollut 27(6):6300–6311
Diao M (2018) Does growth follow the rail? The potential impact of high-speed rail on the economic geography of China. Transport Res A Pol 113(279–290):4
Dai Y, Gao HO (2016) Energy consumption in China’s logistics industry: a decomposition analysis using the LMDI approach. Transport Res D Tr e 46:69–80
Ding L, Zhao WT, Huang YL, Cheng SG, Liu C (2015) Research on the coupling coordination relationship between urbanization and the air environment: a case study of the area of Wuhan. Atmos Basel 6(10):1539–1558
Farhadi M (2015) Transport infrastructure and long-run economic growth in OECD countries. Transport Res A Pol 74:73–90
Ge XY, Huang YQ, Zhou YL (2019) Transportation infrastructure investment and economic growth: Based on the evidence of quasi-natural experiment. Syst Eng Theory Prac 39(4):922–934
Huang F, Zhou DQ, Wang QW, Hang Y (2019) Decomposition and attribution analysis of the transport sector’s carbon dioxide intensity change in China. Transport Res A Pol 119: 343–358. https://doi.org/10.1016/j.tra.2018.12.001
He D, Yin QM, Zheng MX, Gao P (2019) Transport and regional economic integration: Evidence from the Chang-Zhu-Tan region in China. Transport Pol 79:193–203
Han ZL, Yang YK, Zhang WC, You F (2000) The basic theory and life-circle pattern of taffic economic belt’s development and evolvement. Sci Geogr Sin 20(4):295–300
Jin MJ, Lin KC, Shi WM, Lee PTW, Li KX (2020) Impacts of high-speed railways on economic growth and disparity in China. Transport Res A Pol 138:158–171
Kong X, Zhang H, Ren CX (2019) Research on low carbon level evaluation of urban transportation system based on grey comprehensive evaluation. EES 300(4): 0–6
Karlaftis MG (2004) A DEA approach for evaluating the efficiency and effectiveness of urban transit systems. Eur J Oper Res 152(2):354–364
Li WW, Yi PT, Zhang DN, Zhou Y (2020) Assessment of coordinated development between social economy and ecological environment: Case study of resource-based cities in Northeastern China. Sustain Cities Soc 59:102208
Li CX, Gao X, He BJ, Wu JY, Wu KN (2019a) Coupling coordination relationships between urban-industrial land use efficiency and accessibility of highway networks: Evidence from Beijing-Tianjin-Hebei Urban Agglomeration, China. Sustain Basel: 11(5). https://doi.org/10.3390/su11051446
Li Y, Du Q, Lu XR, Wu J, Han X (2019b) Relationship between the development and CO2 emissions of transport sector in China. Transport Res D Tr e 74:1–14
Lan SL, Zhong RY (2018) Coordinated development between metropolitan economy and logistics for sustainability. Resour Conserv Recycl 128(345–354):7
Lan S, Tseng ML (2018) Coordinated development of metropolitan logistics and economy toward sustainability. Comput Econ 52(4):1113–1138
Liu CM (2018) Research on the dynamic relationship among transportation, economic growth, urbanization and CO2 emissions in China. ESS 199(2)
Liu N, Liu CZ, Xia YF, Da BW (2018a) Examining the coordination between urbanization and eco-environment using coupling and spatial analyses: a case study in China. Ecol Indic 93:1163–1175
Liu WJ, Jiao FC, Ren LJ, Xu XG, Wang JC, Wang X (2018b) Coupling coordination relationship between urbanization and atmospheric environment security in Jinan City. J Clean Prod 204:1–11
Limani Y (2016) Applied relationship between transport and economy. IFAC-PapersOnLine 49(29):123–128
Li YH, Wang XG, Sun XN (2015) Research on the correlation between typical national urbanization development and transportation and its enlightenment to China. Appl Mech Mater 744–746:2120–2150
Li YF, Li Y, Zhou Y, Shi YL, Zhu XD (2012) Investigation of a coupling model of coordination between urbanization and the environment. J Environ Manage 98(1):127–133
Ma F, Guo YR, Yuen KF, Woo SH, Shi WJ (2019) Association between new urbanization and sustainable transportation: a symmetrical coupling perspective. Symmetry Basel 11(2). https://doi.org/10.3390/sym11020192
Mahmoudi R, Shetab-Boushehri SN, Hejazi SR, Emrouznejad A (2019) Determining the relative importance of sustainability evaluation criteria of urban transportation network. Sustain Cities Soc 47:101493
Maparu TS, Mazumder TN (2017) Transport infrastructure, economic development and urbanization in India (1990–2011): Is there any causal relationship? Transport Res A Pol 100:319–336
Meng DY, Shen JH, Lu YL (2012) Spatial coupling between transportation superiority and economy in central plain economic zone. Econ Geogr 32(6):7–14
Marazzo M, Scherre R, Fernandes E (2010) Air transport demand and economic growth in Brazil: A time series analysis. Transport Res E Log 46(2):261–269
Ng CP, Law TH, Wong SV, Kulanthayan S (2017) Relative improvements in road mobility as compared to improvements in road accessibility and economic growth:a cross-country analysis. Transport Pol 60:24–33
Perveen S, Kamruzzaman M, Yigitcanlar T (2019) What to assess to model the transport impacts of urban growth? A Delphi approach to examine the space–time suitability of transport indicators. Int J Sustain Transp 13(8):597–613
Pradhan RP, Bagchi TP (2013) Effect of transportation infrastructure on economic growth in India: The VECM approach. Res Transp Econ 38(1):139–148
Reisi M, Sabri S, Agunbiade M, Rajabifard A, Chen YQ, Kalantari M, Keshtiarast A, Li Y (2020) Transport sustainability indicators for an enhanced urban analytics data infrastructure. Sustain Cities Soc 59:102095
Shi T, Yang SY, Zhang W, Zhou Q (2020) Coupling coordination degree measurement and spatiotemporal heterogeneity between economic development and ecological environment ——Empirical evidence from tropical and subtropical regions of China. J Clean Prod 244:118739
Saidi S, Mani V, Mefteh H, Shahbaz M, Akhtar P (2020) Dynamic linkages between transport, logistics, foreign direct Investment, and economic growth: Empirical evidence from developing countries. Transport Res A Pol 141:277–293
Shen F, Huang WW, Li DW, Ren YR, Huang YP (2019) Study on the spatial pattern and coupling degree of highway transportation and economic development of county region in Anhui province. Resour Environ Yangtza Basin 28(10):2309–2318
Sun Y, Cui Y (2018) Evaluating the coordinated development of economic, social and environmental benefits of urban public transportation infrastructure: Case study of four Chinese autonomous municipalities. Transport Pol 66:116–126
Saidi S, Shahbaz M, Akhtar P (2018) The long-run relationships between transport energy consumption, transport infrastructure, and economic growth in MENA countries. Transport Res A Pol 111:78–95
Shen LY, Huang YL, Huang ZH, Lou YL, Ye G, Wong SW (2018) Improved coupling analysis on the coordination between socio-economy and carbon emission. Ecol Indic 94:357–366
Smith A (2008) An inquiry into the nature and causes of the wealth of nations. University of Chicago Press Economics Books. https://doi.org/10.1002/9780470755679.ch1
Tao ZM (2019) Research on the degree of coupling between the urban public infrastructure system and the urban economic, social, and environmental system: a case study in Beijing, China. Mathematical Problems in Engineering, 2019. https://doi.org/10.1155/2019/8206902
Tong TT, Yu TE (2018) Transportation and economic growth in China: a heterogeneous panel cointegration and causality analysis. J Transp Geogr 73:120–130
Tang Z (2015) An integrated approach to evaluating the coupling coordination between tourism and the environment. Tourism Manage 46:11–19
Tan FF, Lu ZH (2015) Study on the interaction and relation of society, economy and environment based on PCA-VAR model: as a case study of the Bohai Rim region, China. Ecol Indic 48:31–40
Van de Vooren FWCJ (2004) Modelling transport in interaction with the economy. Transport Res E Log 40(5):417–437
Wang C, Lim MK, Zhang XY, Zhao LF, Lee PTW (2020) Railway and road infrastructure in the Belt and Road Initiative countries: estimating the impact of transport infrastructure on economic growth. Transport Res A Pol 134:288–307
Wang J, Zhao K (2020) Urbanization, aging, urban-rural gap and economic development in China — A moderated mediation model. Contemp Econ Manag 42(7):49–58
World Bank (2002) Global economic prospects and the developing countries 2001. Prospects for Development [World Bank]. https://doi.org/10.1596/978-0-8213-7365-1
Xie SH, Cai HY, Xia GX (2016) Calculation of the carbon emissions of Chinese transportation industry and the driving factors. J Arid Land Resour Environ 30(5):13–18
Xie Y (2014) A correlation analysis on the development of port logistics and the growth of regional economy in guangdong province. Journal of Guangzhou Maritime Institute
Xu CF, Lu SG, Jiang HY (2010) Study on relationship between road transportation and economic development in Xinjiang based on grey relation analysis. Conf Environ Sci Inf Appl Technol 2:485–487
Yang C, Lan SL, Wang LH (2019) Research on coordinated development between metropolitan economy and logistics using big data and Haken model. Int J Prod Res 57(4):1176–1189
Yu JF, Zeng JW, Qian YS, Guang XP (2019) Comprehensive evaluation and comparative analysis of fitness of regional economy and transportation system development. Railw Transp Econ 41(1):18–22
Zhang ZX, Li Y (2020) Coupling coordination and spatiotemporal dynamic evolution between urbanization and geological hazards–A case study from China. Sci Total Environ 728:138825
Zhang XD (2016) Considerations and suggestions on coordinated development of city and rail transit in Beijing. City Plan Rev 40(10):81–85
Zhao K, Xu TQ Zhang AL (2016) Uran land expansion, economies of scale and quality of economic growth. J Nat Resour 31(3)(14): 390–401
Zhao LQ, Liu J (2016) DEA evaluation study about synergetic development of regional transportation in Beijing-Tianjin-Hebei. J Beijing Jiaotong University 40(1)(2): 285–299
Funding
The research work was supported by the National Natural Science Foundation of China [Grant No. 72171025], the Social Science Foundation of Shaanxi province [Grant No. 2020R008], the Foundation for Youth Innovation Team of Shaanxi Universities [Grant No. 21JP010], the Science and Technology Foundation for Transportation of Shaanxi Province [Grant No. 19-22R and No. 20-08R], the Fundamental Research Funds for the Central Universities [Grant No. 300102231640 and No. 300102230706], and the Youth Innovation Team of Shaanxi Universities.
Author information
Authors and Affiliations
Contributions
1. QD: conceptualization, methodology, formal analysis.
2. XW: writing—original draft, visualization, writing–review and editing.
3. YL: resources, writing—review and editing, supervision.
4. PXWZ: investigation, writing—review and editing.
5. XH: writing—review, supervision.
6. MM: supervision.
Corresponding author
Ethics declarations
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Additional information
Responsible Editor: Ilhan Ozturk
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Appendix
Appendix
Rights and permissions
About this article
Cite this article
Du, Q., Wang, X., Li, Y. et al. An analysis of coupling coordination relationship between regional economy and transportation: empirical evidence from China. Environ Sci Pollut Res 29, 34360–34378 (2022). https://doi.org/10.1007/s11356-022-18598-0
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11356-022-18598-0