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High-speed rail and urban green productivity: The mediating role of climatic conditions in China

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  • Sun, Yunpeng
  • Razzaq, Asif
  • Kizys, Renatas
  • Bao, Qun

Abstract

Climate change has become a global challenge to the economy and society, highlighting the urgent need for effective policy interventions. Green total factor productivity (GTFP) is a sine qua non for an environmental-friendly and sustainable economy. Therefore, this study investigates the causal relationship between the High-Speed Rail (HSR) and GTFP in a panel of 277 Chinese prefecture-level cities observed from 2003 to 2016. Using the Difference-in-Differences (DiD) approach, we demonstrate that the HSR opening has significantly increased urban GTFP. Furthermore, we explore the channels of the observed positive relationship between the HSR opening and urban GTFP. Specifically, we shed light on the mediating role of climatic conditions, air pollution, and factor agglomeration in the relationship between the HSR opening and GTFP. The results show that climatic conditions significantly mediate this relationship. HSR opening leads to lower pollution and more favourable climatic conditions. Improved climatic conditions drive talent gathering, investment gathering, and green technology concentration, which translate into higher GTFP. Government policies that create favourable climatic conditions to attract green investments in human and physical capital and stimulate green innovations can translate into higher GTFP.

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  • Sun, Yunpeng & Razzaq, Asif & Kizys, Renatas & Bao, Qun, 2022. "High-speed rail and urban green productivity: The mediating role of climatic conditions in China," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    • Handle: RePEc:eee:tefoso:v:185:y:2022:i:c:s0040162522005765
    DOI: 10.1016/j.techfore.2022.122055
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    as
    1. Gibbons, Stephen & Lyytikäinen, Teemu & Overman, Henry G. & Sanchis-Guarner, Rosa, 2019. "New road infrastructure: The effects on firms," Journal of Urban Economics, Elsevier, vol. 110(C), pages 35-50.
    2. Razzaq, Asif & Sharif, Arshian & An, Hui & Aloui, Chaker, 2022. "Testing the directional predictability between carbon trading and sectoral stocks in China: New insights using cross-quantilogram and rolling window causality approaches," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    3. Yu, Binbin, 2022. "The Impact of the Internet on Industrial Green Productivity: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    4. Dave Donaldson & Richard Hornbeck, 2016. "Railroads and American Economic Growth: A "Market Access" Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 799-858.
    5. Sun, Yunpeng & Lu, Zhou & Bao, Qun & Li, Ying & Li, Haoning, 2022. "The Belt & Road Initiative and the public and private debts of participating countries: The role of China's economic policy uncertainty," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 179-193.
    6. Emrouznejad, Ali & Yang, Guo-liang, 2018. "A survey and analysis of the first 40 years of scholarly literature in DEA: 1978–2016," Socio-Economic Planning Sciences, Elsevier, vol. 61(C), pages 4-8.
    7. Gozgor, Giray & Lau, Chi Keung Marco & Lu, Zhou, 2018. "Energy consumption and economic growth: New evidence from the OECD countries," Energy, Elsevier, vol. 153(C), pages 27-34.
    8. Zhang, Yijun & Song, Yi, 2022. "Tax rebates, technological innovation and sustainable development: Evidence from Chinese micro-level data," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    9. Marshall Burke & Kyle Emerick, 2016. "Adaptation to Climate Change: Evidence from US Agriculture," American Economic Journal: Economic Policy, American Economic Association, vol. 8(3), pages 106-140, August.
    10. Tianjiao Zhao & Xiang Xiao & Qinghui Dai, 2021. "Transportation Infrastructure Construction and High-Quality Development of Enterprises: Evidence from the Quasi-Natural Experiment of High-Speed Railway Opening in China," Sustainability, MDPI, vol. 13(23), pages 1-23, December.
    11. Jia, Shanming & Zhou, Chunyu & Qin, Chenglin, 2017. "No difference in effect of high-speed rail on regional economic growth based on match effect perspective?," Transportation Research Part A: Policy and Practice, Elsevier, vol. 106(C), pages 144-157.
    12. Gozgor, Giray, 2016. "Are shocks to renewable energy consumption permanent or transitory? An empirical investigation for Brazil, China, and India," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 913-919.
    13. Jia, Ruining & Shao, Shuai & Yang, Lili, 2021. "High-speed rail and CO2 emissions in urban China: A spatial difference-in-differences approach," Energy Economics, Elsevier, vol. 99(C).
    14. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    15. Jinkai Li & Jueying Chen & Heguang Liu, 2021. "Sustainable Agricultural Total Factor Productivity and Its Spatial Relationship with Urbanization in China," Sustainability, MDPI, vol. 13(12), pages 1-15, June.
    16. Shen, Neng & Peng, Hui, 2021. "Can industrial agglomeration achieve the emission-reduction effect?," Socio-Economic Planning Sciences, Elsevier, vol. 75(C).
    17. Li, Hongchang & Wang, Kun & Yu, Kemei & Zhang, Anming, 2020. "Are conventional train passengers underserved after entry of high-speed rail?-Evidence from Chinese intercity markets," Transport Policy, Elsevier, vol. 95(C), pages 1-9.
    18. Chen, Zhenhua & Haynes, Kingsley E., 2017. "Impact of high-speed rail on regional economic disparity in China," Journal of Transport Geography, Elsevier, vol. 65(C), pages 80-91.
    19. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    20. Michael Fritsch & Viktor Slavtchev, 2011. "Determinants of the Efficiency of Regional Innovation Systems," Regional Studies, Taylor & Francis Journals, vol. 45(7), pages 905-918.
    21. Verma, Ashish & Sudhira, H.S. & Rathi, Sujaya & King, Robin & Dash, Nibedita, 2013. "Sustainable urbanization using high speed rail (HSR) in Karnataka, India," Research in Transportation Economics, Elsevier, vol. 38(1), pages 67-77.
    22. Li, Xiang & Cheng, Zhonghua, 2022. "Does high-speed rail improve urban carbon emission efficiency in China?," Socio-Economic Planning Sciences, Elsevier, vol. 84(C).
    23. Michael E. Porter, 1991. "Towards a dynamic theory of strategy," Strategic Management Journal, Wiley Blackwell, vol. 12(S2), pages 95-117, December.
    24. Wang, Yunmin & Cao, Guohua & Yan, Youliang & Wang, Jingjing, 2022. "Does high-speed rail stimulate cross-city technological innovation collaboration? Evidence from China," Transport Policy, Elsevier, vol. 116(C), pages 119-131.
    25. Hille, Erik & Shahbaz, Muhammad & Moosa, Imad, 2019. "The impact of FDI on regional air pollution in the Republic of Korea: A way ahead to achieve the green growth strategy?," Energy Economics, Elsevier, vol. 81(C), pages 308-326.
    26. Ajay Agrawal & Alberto Galasso & Alexander Oettl, 2017. "Roads and Innovation," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 417-434, July.
    27. Fukuyama, Hirofumi & Weber, William L., 2009. "A directional slacks-based measure of technical inefficiency," Socio-Economic Planning Sciences, Elsevier, vol. 43(4), pages 274-287, December.
    28. Huan Zhang, 2021. "Technology Innovation, Economic Growth and Carbon Emissions in the Context of Carbon Neutrality: Evidence from BRICS," Sustainability, MDPI, vol. 13(20), pages 1-22, October.
    29. Miao Miao & Jiang Yushi & Dinkneh Gebre Borojo, 2020. "The Impacts of China–Africa Economic Relation on Factor Productivity of African Countries," Economies, MDPI, vol. 8(2), pages 1-30, June.
    30. Malin Song & Jun Tao & Shuhong Wang, 2015. "FDI, technology spillovers and green innovation in China: analysis based on Data Envelopment Analysis," Annals of Operations Research, Springer, vol. 228(1), pages 47-64, May.
    31. Eric Njuki & Boris E Bravo-Ureta & Víctor E Cabrera, 2020. "Climatic effects and total factor productivity: econometric evidence for Wisconsin dairy farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 47(3), pages 1276-1301.
    32. Greer, Mark R., 2008. "Nothing focuses the mind on productivity quite like the fear of liquidation: Changes in airline productivity in the United States, 2000-2004," Transportation Research Part A: Policy and Practice, Elsevier, vol. 42(2), pages 414-426, February.
    33. Robert G. Chambers & Simone Pieralli, 2020. "The Sources of Measured US Agricultural Productivity Growth: Weather, Technological Change, and Adaptation," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(4), pages 1198-1226, August.
    34. Xueli Wang & Caizhi Sun & Song Wang & Zhixiong Zhang & Wei Zou, 2018. "Going Green or Going Away? A Spatial Empirical Examination of the Relationship between Environmental Regulations, Biased Technological Progress, and Green Total Factor Productivity," IJERPH, MDPI, vol. 15(9), pages 1-23, September.
    35. Tinghui Li & Jiehua Ma & Bin Mo, 2021. "Does the Land Market Have an Impact on Green Total Factor Productivity? A Case Study on China," Land, MDPI, vol. 10(6), pages 1-19, June.
    36. Luigi Aldieri & Maxim Kotsemir & Concetto Paolo Vinci, 2020. "The role of environmental innovation through the technological proximity in the implementation of the sustainable development," Business Strategy and the Environment, Wiley Blackwell, vol. 29(2), pages 493-502, February.
    37. Dong, Xiaofang & Zheng, Siqi & Kahn, Matthew E., 2020. "The role of transportation speed in facilitating high skilled teamwork across cities," Journal of Urban Economics, Elsevier, vol. 115(C).
    38. Zhu, Lin & Luo, Jian & Dong, Qingli & Zhao, Yang & Wang, Yunyue & Wang, Yong, 2021. "Green technology innovation efficiency of energy-intensive industries in China from the perspective of shared resources: Dynamic change and improvement path," Technological Forecasting and Social Change, Elsevier, vol. 170(C).
    39. Wen, Lanjiao & Chatalova, Lioudmila & Gao, Xin & Zhang, Anlu, 2021. "Reduction of carbon emissions through resource-saving and environment-friendly regional economic integration: Evidence from Wuhan metropolitan area, China," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    40. Song, Malin & Peng, Licheng & Shang, Yuping & Zhao, Xin, 2022. "Green technology progress and total factor productivity of resource-based enterprises: A perspective of technical compensation of environmental regulation," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    41. Azman-Saini, W.N.W. & Baharumshah, Ahmad Zubaidi & Law, Siong Hook, 2010. "Foreign direct investment, economic freedom and economic growth: International evidence," Economic Modelling, Elsevier, vol. 27(5), pages 1079-1089, September.
    42. Jose M. Carbo & Daniel J. Graham & Anupriya & Daniel Casas & Patricia C. Melo, 2019. "Evaluating the causal economic impacts of transport investments: evidence from the Madrid–Barcelona high speed rail corridor," Journal of Applied Statistics, Taylor & Francis Journals, vol. 46(9), pages 1714-1723, July.
    43. Dang, Jianwei & Motohashi, Kazuyuki, 2015. "Patent statistics: A good indicator for innovation in China? Patent subsidy program impacts on patent quality," China Economic Review, Elsevier, vol. 35(C), pages 137-155.
    44. Lin, Boqiang & Ma, Ruiyang, 2022. "Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    45. Li, Ke & Lin, Boqiang, 2017. "Economic growth model, structural transformation, and green productivity in China," Applied Energy, Elsevier, vol. 187(C), pages 489-500.
    46. Donadelli, Michael & Grüning, Patrick & Jüppner, Marcus & Kizys, Renatas, 2021. "Global temperature, R&D expenditure, and growth," Energy Economics, Elsevier, vol. 104(C).
    47. LAU, Chi Keung Marco, 2010. "New evidence about regional income divergence in China," China Economic Review, Elsevier, vol. 21(2), pages 293-309, June.
    48. Chai, Jian & Zhou, Youhong & Zhou, Xiaoyang & Wang, Shouyang & Zhang, Zhe George & Liu, Zenghui, 2018. "Analysis on shock effect of China’s high-speed railway on aviation transport," Transportation Research Part A: Policy and Practice, Elsevier, vol. 108(C), pages 35-44.
    49. Wang, Mei & Xu, Mi & Ma, Shaojun, 2021. "The effect of the spatial heterogeneity of human capital structure on regional green total factor productivity," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 427-441.
    50. Suparjo Suparjo & Surya Darma & Nia Kurniadin & Jati Kasuma & Priyagus Priyagus & Dio Caisar Darma & Haryadi Haryadi, 2021. "Indonesia s New SDGs Agenda for Green Growth Emphasis in the Energy Sector," International Journal of Energy Economics and Policy, Econjournals, vol. 11(3), pages 395-402.
    51. Mahlberg, Bernhard & Sahoo, Biresh K., 2011. "Radial and non-radial decompositions of Luenberger productivity indicator with an illustrative application," International Journal of Production Economics, Elsevier, vol. 131(2), pages 721-726, June.
    52. Zhang, Chunhong & Liu, Haiying & Bressers, Hans Th.A. & Buchanan, Karen S., 2011. "Productivity growth and environmental regulations - accounting for undesirable outputs: Analysis of China's thirty provincial regions using the Malmquist–Luenberger index," Ecological Economics, Elsevier, vol. 70(12), pages 2369-2379.
    53. Fu, Xiaowen & Zhang, Anming & Lei, Zheng, 2012. "Will China’s airline industry survive the entry of high-speed rail?," Research in Transportation Economics, Elsevier, vol. 35(1), pages 13-25.
    54. Xia, Fan & Xu, Jintao, 2020. "Green total factor productivity: A re-examination of quality of growth for provinces in China," China Economic Review, Elsevier, vol. 62(C).
    55. Irfan, Muhammad & Razzaq, Asif & Sharif, Arshian & Yang, Xiaodong, 2022. "Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    56. Jianyi Lin & Huimei Li & Wei Huang & Wangtu(Ato) Xu & Shihui Cheng, 2019. "A Carbon Footprint of High‐Speed Railways in China: A Case Study of the Beijing‐Shanghai Line," Journal of Industrial Ecology, Yale University, vol. 23(4), pages 869-878, August.
    57. Yaoguo Wu & Yuegang Song & Guoying Deng, 2017. "Institutional Environment, OFDI, and TFP Growth: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(9), pages 2020-2038, September.
    58. Chen, Yu & Gu, Xin & Gao, Yongqiang & Lan, Tian, 2021. "Sustainability with high-speed rails: The effects of transportation infrastructure development on firms’ CSR performance," Journal of Contemporary Accounting and Economics, Elsevier, vol. 17(2).
    59. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    60. Eric Njuki & Boris E Bravo-Ureta & Víctor E Cabrera, 2020. "Corrigendum: Climatic effects and total factor productivity: econometric evidence for Wisconsin dairy farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 47(2), pages 848-848.
    61. Holl, Adelheid, 2016. "Highways and productivity in manufacturing firms," Journal of Urban Economics, Elsevier, vol. 93(C), pages 131-151.
    62. Zou, Wei & Chen, Liangheng & Xiong, Junke, 2021. "High-speed railway, market access and economic growth," International Review of Economics & Finance, Elsevier, vol. 76(C), pages 1282-1304.
    63. Yingyuan Guo & Xingneng Xia & Sheng Zhang & Danping Zhang, 2018. "Environmental Regulation, Government R&D Funding and Green Technology Innovation: Evidence from China Provincial Data," Sustainability, MDPI, vol. 10(4), pages 1-21, March.
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