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Does the low carbon transition impact urban resilience? Evidence from China’s pilot cities for carbon emission trading

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Abstract

The low-carbon transition is a systemic economic and social change that will inevitably have an impact on many areas of the urban system. Has China’s ongoing low-carbon transition impacted urban resilience (UR) systems while achieving urban energy saving and carbon emission reduction goals? This paper uses the implementation of the carbon emissions trading pilot policy (CETPP) as a “quasi-natural experiment.” It evaluates the impact of the policy on UR using a difference-in-differences model based on the data of prefecture-level cities from 2008 to 2020. The study shows that pilot carbon trading policies favor UR, and the market mechanism of carbon emissions has a heterogeneous cause influence on UR. The impact of pilot carbon trading policies on UR varies according to the respective moderating effects of institutional factors, green technology innovation, industrial structure rationalization, and output effects.

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Data availability

The data that support the findings of this study are available upon request from the corresponding author.

Notes

  1. See make the city like a “Spring” a brief account of the consultation meeting of Qingdao CPPCC on the construction of a resilient city. http://www.cppcc.gov.cn/zxww/2022/11/02/ARTI1667369109355643.shtml.

  2. See “The official launch of online trading in the national carbon emissions trading market.” http://politics.people.com.cn/n1/2021/0717/c1024-32160590.html.

  3. See United Nations Climate Agreement. https://www.un.org/zh/climatechange/paris-agreement

  4. “Scottish Cities Alliance puts Scotland on show with Pounds 10 billion Investment Prospectus.” M2 Presswire (2015).

References

  • Albrizio S, Kozluk T, Zipperer V (2017) Environmental policies and productivity growth: evidence across industries and firms. J Environ Econ Manag 81:209–226

    Article  Google Scholar 

  • An Q, Zhu K, Xiong B, Shen Z (2023) Carbon resource reallocation with emission quota in carbon emission trading system. J Environ Manage 327:116837

    Article  CAS  PubMed  Google Scholar 

  • Arvin M, Beiki P, Hejazi S J, Sharifi A, Atashafrooz N (2023) Assessment of infrastructure resilience in multi-hazard regions: a case study of Khuzestan Province. Int J Disas Risk Reduc. https://doi.org/10.1016/J.IJDRR.2023.103601.

  • Barnett J (2001) Adapting to climate change in Pacific Island countries: the problem of uncertainty. World Dev 29(6):977–993

    Article  Google Scholar 

  • Bruneau M, Filiatrault A, Lee G et al (2007) White paper on the SDR grand challenges for disaster reduction. Technical rep., Multidisciplinary Center for Earthquake Engineering Research, Univ. at Buffalo, The State Univ. of New York

  • Bruneau MM et al (2003) A framework to quantitatively assess and enhance the seismic resilience of communities. Earthquake Spectra 19(4):733-752. https://doi.org/10.1193/1.1623497

  • Campbell CD, Lilly A, Towers W, Chapman SJ, Werritty A, Hanley N (2012) Land use and a low-carbon society. Earth Environ Sci Trans Royal Society Edinburgh 103(2):165–173

  • Cariolet JM, Vuillet M, Diab Y (2019) Mapping urban resilience to disasters–a review. Sustain Cities Soc 51:101746

    Article  Google Scholar 

  • Champlin C, Sirenko M, Comes T (2023) Measuring social resilience in cities: an exploratory spatio-temporal analysis of activity routines in urban spaces during Covid-19. Cities. https://doi.org/10.1016/J.CITIES.2023.104220

  • Chen J, Gui W, Huang Y (2022) The impact of the establishment of carbon emission trade exchange on carbon emission efficiency. Environ Sci Pollut Res :1-15

  • Chen L, Liu Y, Gao Y, Wang J (2021a) Carbon emission trading policy and carbon emission efficiency: an empirical analysis of China’s prefecture-level cities. Front Energy Research, 844

  • Chen X, Lin B (2021) Towards carbon neutrality by implementing carbon emissions trading scheme: policy evaluation in China. Energy Policy 157:112510

    Article  CAS  Google Scholar 

  • Chen Z, Yuan XC, Zhang X, Cao Y (2020) How will the Chinese national carbon emissions trading scheme work? The assessment of regional potential gains. Energy Policy 137:111095

    Article  Google Scholar 

  • Chu Z, Cheng M, Song M (2021) What determines urban resilience against COVID-19: city size or governance capacity? Sustain Cities Soc 75:103304

    Article  PubMed  PubMed Central  Google Scholar 

  • Cutter S L, Barnes L, Berry M et al (2008a) A place-based model for understanding community resilience to natural disasters. Global Environmental Change-Guildford: 7:13

  • Cutter SL, Barnes L, Berry M et al (2008b) Community and regional resilience: perspectives from hazards, disasters, and emergency management. Geography 1(7):2301–2306

    Google Scholar 

  • Cunha FBF, Carani C, Nucci CA, Castro C, Silva MS, Torres EA (2021) Transitioning to a low carbon society through energy communities: lessons learned from Brazil and Italy. Energy Res Soc Sci 75:101994

    Article  Google Scholar 

  • Dakos V, Kéfi S (2022) Ecological resilience: what to measure and how. Environ Res Lett 17(4):043003

    Article  ADS  Google Scholar 

  • Daniele S, David C (2012) A coopetitive model for the green economy[J]. Economic Modelling, 29(4): 1215–1219

  • David A, Fleming M, Lavinia P, Thomas M, Magnus M (2020) Economic vulnerability and regional implications of a low carbon emissions future. Australian J Agric Resour Econ (3). https://doi.org/10.1111/1467-8489.12356

  • de Jong M, Joss S, Schraven D et al (2015) Sustainable-smart resilient-low carbon-eco-knowledge cities; making sense of a multitude of concepts promoting sustainable urbanization. J Clean Prod 109:25–38

    Article  Google Scholar 

  • Deng Z, Li D, Pang T, Duan M (2018) Effectiveness of pilot carbon emissions trading systems in China. Climate Policy 18(8):992–1011

    Article  Google Scholar 

  • Diao B, Ding L, Cheng J (2021) Differences of PM2. 5 health risks and influencing factors in different types of cities. China population, resources and environment, 31 (8) : 90–100.(in Chinese)

  • Dong Z, Xia C, Fang K, Zhang W (2022) Effect of the carbon emissions trading policy on the co-benefits of carbon emissions reduction and air pollution control. Energy Policy 165:112998

    Article  CAS  Google Scholar 

  • Evans JP (2011) Resilience, ecology and adaptation in the experimental city. Trans Inst Br Geogr 36(2):223–237

    Article  Google Scholar 

  • Ewing J (2018) Carbon market cooperation in Northeast Asia: assessing challenges and overcoming barriers

  • Fang G, Tian L, Mei S et al (2012) Analysis and application of a novel three-dimensional energy-saving and emission-reduction dynamic evolution system. Energy 40(1):291–299

  • Ferris AE, Shadbegian RJ, Wolverton A (2014) The effect of environmental regulation on power sector employment: phase I of the Title IV SO2 Trading Program. J Assoc Environ Resource Econ, 1(4) : 521–553

  • Gray WB, Shadbegian RJ, Wang C, Meral M (2014) Do EPA regulations affect labor demand? Evidence from the pulp and paper industry. J Environ Econ Manag 68(1):188–202

  • Goulder LH, Parry IW (2008) Instrument choice in environmental policy. Review of environmental economics and policy

  • Guo S (2022) Exploring low-carbon pilot city policy implementation: evidence from China. Climate Policy, 1–13

  • Gülçin B, Öykü I, Orhan F (2022) A review of urban resilience literature. Sustain Cities Soc 77:103579. https://doi.org/10.1016/j.scs.2021.103579

    Article  Google Scholar 

  • Gössling S, Higham J (2021) The low-carbon imperative: destination management under urgent climate change. J Travel Res 60(6):1167–1179

    Article  Google Scholar 

  • Hao Y, Li Y, Guo Y, Chai J, Yang C, Wu H (2022) Digitalization and electricity consumption: does internet development contribute to the reduction in electricity intensity in China? Energy Policy164,112912. https://doi.org/10.1016/j.enpol.2022.112912

  • Hao Y, Wu H (2020) The role of internet development on energy intensity in China: evidence from a spatial econometric analysis. Asian Econ Lett 1 (1), 17194. https://ideas.repec.org/a/ayb/jrnael/3.html

  • Harford D and Raftis C (2018) Low carbon resilience: best practices for professionals. (http://act-adapt.org/wpcontent/uploads/2018/12/lcr_best_practices_final.pdf) Adaptation to Climate Change Team/Simon Fraser University, Canada

  • Hassan TA, Hollander S, Van Lent L, Tahoun A (2019) Firm-level political risk: measurement and effects. Quart J Econ 134(4):2135–2202. https://doi.org/10.1093/qje/qjz021

    Article  Google Scholar 

  • He X, Lin M, Chen TL, Lue B, Tseng PC, Cao W, Chiang PC (2020) Implementation plan for low-carbon resilient city towards sustainable development goals: challenges and perspectives. Aerosol and Air Quality Research 20(3):444–464. https://doi.org/10.4209/aaqr.2019.11.0568

    Article  Google Scholar 

  • He Y, Song W (2022) Analysis of the impact of carbon trading policies on carbon emission and carbon emission efficiency. Sustainability 14(16):10216

    Article  CAS  Google Scholar 

  • Hu Y, Ren S, Wang Y, Chen X (2020) Can carbon emission trading scheme achieve energy conservation and emission reduction? Evidence from the industrial sector in China. Energy Economics 85:104590

    Article  Google Scholar 

  • Huang G, Li D, Zhu X, Zhu J (2021) Influencing factors and their influencing mechanisms on urban resilience in China. Sustain Cities Soc 74:103210

    Article  Google Scholar 

  • Holling CS (1973) Resilience and stability of ecological systems. Annu Rev Ecol Syst 4(1):1–23

    Article  Google Scholar 

  • Hong C, Zhang Q, Zhang Y, Davis SJ, Tong D, Zheng Y, ..., Schellnhuber HJ (2019) Impacts of climate change on future air quality and human health in China. Proc Nat Acad Sci 116(35):17193–17200

  • Hong Q, Cui L, Hong P (2022) The impact of carbon emissions trading on energy efficiency: evidence from quasi-experiment in China’s carbon emissions trading pilot. Energy Economics 110:106025

    Article  Google Scholar 

  • Hoornweg D, Bhada P, Freire M, Trejos C, Sugar L (2010) Cities and climate change: an urgent agenda. The World Bank, Washington, DC

    Google Scholar 

  • Iordan M, Chilian M, Grigorescu A (2015) Regional resilience in Romania-between realism and aspirations. Procedia Econ Finance 22:627–635. https://doi.org/10.1016/S2212-5671(15)00274-9

    Article  Google Scholar 

  • Ji CJ, Hu YJ, Tang BJ, Qu S (2021) Price drivers in the carbon emissions trading scheme: evidence from Chinese emissions trading scheme pilots. J Clean Prod 278:123469

    Article  Google Scholar 

  • Jiang JJ, Ye B, Ma XM (2014) The construction of Shenzhen’s carbon emission trading scheme. Energy Policy 75:17–21

    Article  Google Scholar 

  • Lee C,You S (2005) A study on industrial rationalization of hanbok. J Korean Tradit Costume (1)

  • Luo J, Xu C, Yang B, Chen X, Wu Y (2022) Quantitative analysis of China’s carbon emissions trading policies: perspectives of policy content validity and carbon emissions reduction effect. Energies 15(14):5123

    Article  Google Scholar 

  • Li J, Chen L, Chen Y, He J (2022a) Digital economy, technological innovation, and green economic efficiency-empirical evidence from 277 cities in China. Manag Decis Econ 43(3):616–629

    Article  Google Scholar 

  • Li S, Liu J, Wu J, Hu X (2022b) Spatial spillover effect of carbon emission trading policy on carbon emission reduction: empirical data from transport industry in China. J Clean Prod 371:133529

    Article  CAS  Google Scholar 

  • Lin B, Jia Z (2019) What will China’s carbon emission trading market affect with only electricity sector involvement? A CGE based study. Energy Economics 78:301–311

    Article  Google Scholar 

  • Liu M, Cheng S (2022) Does carbon emissions trading promote the optimization and upgrading of regional industrial structure? Manage Rev 07:33–46. https://doi.org/10.14120/j.cnki.cn11-5057/f.2022.07.015. (In Chinese)

    Article  Google Scholar 

  • Liu J, Ma X, Zhang J, Zhang S (2022b) New-type urbanization construction, shift-share of employment, and CO2 emissions: evidence from China. Environ Sci Pollut Res :1–24

  • Liu W, Qiu Y, Jia L, Zhou H (2022b) Carbon emissions trading and green technology innovation—a quasi-natural experiment based on a carbon trading market pilot. Int J Environ Res Public Health 19(24):16700

    Article  PubMed  PubMed Central  Google Scholar 

  • Liu Y, Li Q, Li W et al (2022c) Progress in urban resilience research and hotspot analysis: a global scientometric visualization analysis using CiteSpace. Environ Sci Pollut Res 29:63674–63691

    Article  Google Scholar 

  • Ma S, Huang J (2023) Analysis of the spatio-temporal coupling coordination mechanism supporting economic resilience and high-quality economic development in the urban agglomeration in the middle reaches of the Yangtze River.. PloS one(2). https://doi.org/10.1371/JOURNAL.PONE.0281643

  • Mallick SK, Das P, Maity B, Rudra S, Pramanik M, Pradhan B, Sahana M (2021) Understanding future urban growth, urban resilience and sustainable development of small cities using prediction-adaptation-resilience (PAR) approach. Sustain Cities Soc 74:103196

    Article  Google Scholar 

  • Marian L (2003) Equity and carbon emissions trading: a model analysis. Energy Policy(10). https://doi.org/10.1016/S0301-4215(02)00180-5

  • Martin R (2012) Regional economic resilience, hysteresis and recessionary shocks. Journal of Economic Geography 12(1):1–32

    Article  Google Scholar 

  • McGrail S, Gaziulusoy AI, Twomey P (2015) Framing processes in the envisioning of low-carbon, resilient cities: results from two visioning exercises. Sustainability 7(7):8649–8683

    Article  Google Scholar 

  • McGavock T (2020) Here waits the bride? The effect of Ethiopia’s child marriage law. J Dev Econ. https://doi.org/10.1016/j.jdeveco.2020.102580

  • Meng L, Wang K, Su T, He H (2022) Carbon emission trading and corporate financing: evidence from China. Energies 15(14):5036

    Article  CAS  Google Scholar 

  • Mora L, Deakin M, Aina YA, Appio FP (2019) Smart city development: ICT innovation for urban sustainability. Encyclopedia of the UN sustainable development goals: Sustainable cities and communities, 1–17

  • Nie L, Guo Z (2019) Analysis on the structural characteristics of construction land use in different types of cities. Exploration of Economic Problems 04:59–66 (in Chinese)

    Google Scholar 

  • Organisation for economic cooperation and development (2020) managing environmental and energy transitions for regions and cities[R]. OECD, Paris

    Google Scholar 

  • Owen, & Dennis (2004) United nations: world summit on sustainable development — Johannesburg South Africa 26 August to 24 September 2002 [report a/conf 199/20 (as re-issued)]. Southern African Forestry Journal, 201(1), 81-82

  • Palao F, Pardo A (2018) Do price barriers exist in the European carbon market? J Behav Financ 19(1):111–124

    Article  Google Scholar 

  • Pan A, Zhang W, Shi X, Dai L (2022) Climate policy and low-carbon innovation: evidence from low-carbon city pilots in China. Energy Economics 112:106129

    Article  Google Scholar 

  • Qiu R, Xu J, Zeng Z (2017) Carbon emission allowance allocation with a mixed mechanism in air passenger transport. J Environ Manag 200:204e216. https://doi.org/10.1016/j.jenvman.2017.05.036

  • Rauland V, Newman P (2011) Decarbonising Australian cities: a new model for creating low carbon, resilient cities. Sustaining our future: understanding and living with uncertainty, 3073–3079

  • Shahani F, Pineda-Pinto M, Frantzeskaki N (2022) Transformative low-carbon urban innovations: operationalizing transformative capacity for urban planning. Ambio 51(5):1179–1198

    Article  PubMed  ADS  Google Scholar 

  • Shaw K, Maythorne L (2013) Managing for local resilience: towards a strategic approach. Public Policy adm 28(1):43–65. https://doi.org/10.1177/0952076711432578

  • Shi C, Zhu X, Wu H, Li Z (2022a) Assessment of urban ecological resilience and its influencing factors: a case study of the Beijing-Tianjin-Hebei urban agglomeration of China. Land (6). https://doi.org/10.3390/LAND11060921

  • Shi C, Zhu X, Wu H, Li Z (2022b) Urbanization impact on regional sustainable development: through the lens of urban-rural resilience. Int J Environ Res Public Health 19(22):15407

    Article  PubMed  PubMed Central  Google Scholar 

  • Song H, Sun Y, Tran D (2019a) Evaluation of the effect of government air pollution control--an empirical study on the construction of low-carbon cities in China. Manag World 195(06):95–108. https://doi.org/10.19744/j.cnki.11-1235/f.2019.0082. (in Chinese)

  • Song M, Fisher R, Kwoh Y (2019b) Technological challenges of green innovation and sustainable resource management with large scale data, Technol Forecast Soc Change. 144361–368. https://doi.org/10.1016/j.techfore.2018.07.055

  • Song T, Dian J, Chen H (2023) Can smart city construction improve carbon productivity?—A quasi-natural experiment based on China’s smart city pilot. Sustain Cities Soc 92:104478

    Article  Google Scholar 

  • Sun Y, Li M, Zhang M, Khan HSUD, Li J, Li Z, ... Anaba OA (2021) A study on China’s economic growth, green energy technology, and carbon emissions based on the Kuznets curve (EKC). Environ Sci Pollut Res 28(6):7200–7211. https://doi.org/10.1007/s11356-020-11019-0

  • Stoerk T, Dudek DJ, Yang J (2019) China’s national carbon emissions trading scheme: lessons from the pilot emission trading schemes, academic literature, and known policy details. Climate Policy 19(4):472–486

    Article  Google Scholar 

  • Tabibian M, Movahed S (2016) Towards resilient and sustainable cities: a conceptual framework. Sci Iran 23:2081–2093. https://doi.org/10.24200/SCI.2016.2273

  • Thomalla F, Downing T, Spanger-Siegfried E, Han G, Rockström J (2006) Reducing hazard vulnerability: towards a common approach between disaster risk reduction and climate adaptation. Disasters 30(1):39–48

    Article  PubMed  Google Scholar 

  • Wang F, Ge X (2022) Does low-carbon transition impact employment-- empirical evidence from the pilot of low-carbon cities. China Ind Econ 2022(05):81–99. https://doi.org/10.19581/j.cnki.ciejournal.05.004. (in Chinese)

  • Wardekker A, Wilk B, Brown V et al (2020) A diagnostic tool for supporting policymaking on urban resilience. Cities 101:102691. https://doi.org/10.1016/j.cities.2020.102691

  • Wu H, Xue Y, Hao Y, Ren S (2021) How does internet development affect energy saving and emission reduction? Evidence from China. Energy Economics 103:105577. https://doi.org/10.1016/j.eneco.2021.105577

    Article  Google Scholar 

  • Wu Y, Qi J, Xian Q, Chen J (2021b) Study on the effect of carbon emission reduction in China’s carbon market-- from the perspective of synergistic effect of market mechanism and administrative intervention. China Ind Econ (08):114–132. https://doi.org/10.19581/j.cnki.ciejournal.2021.08.007

  • Wu Q (2022) Price and scale effects of China’s carbon emission trading system pilots on emission reduction. J Environ Manage 314:115054

    Article  CAS  PubMed  Google Scholar 

  • Xiang QC, Feng XP, Jia XY, Cai L, Chen R (2019) Reducing carbon dioxide emissions through energy-saving renovation of existing buildings. Aerosol Air Qual Res 19(12):2732–2745

    Article  CAS  Google Scholar 

  • Xuan D, Ma X, Shang Y (2020) Can China’s policy of carbon emission trading promote carbon emission reduction? J Clean Prod 270:122383. https://doi.org/10.1016/j.jclepro.2020.122383

    Article  CAS  Google Scholar 

  • Yang X, Liu X, Ran Q, Razzaq A (2023a) How does natural resource dependence influence industrial green transformation in China? Appraising underlying mechanisms for sustainable development at regional level. Resour Policy 86:104191

    Article  Google Scholar 

  • Yang X, Xu Y, Razzaq A, Wu D, Cao J, Ran Q (2023b) Roadmap to achieving sustainable development: does digital economy matter in industrial green transformation? Sustain Dev :1–17. https://doi.org/10.1002/sd.2781

  • Yang J, Xiong G, Shi D (2022) Innovation and sustainable: can innovative city improve energy efficiency? Sustain Cities Soc 80:103761

    Article  Google Scholar 

  • Yuning G, Meng L, Jinjun X, Yu L (2020) Evaluation of effectiveness of China’s carbon emissions trading scheme in carbon mitigation

  • Zhang S, Jiang K, Wang L, Bongers G, Hu G, Li J (2020) Do the performance and efficiency of China’s carbon emission trading market change over time [J]. Environ Sci Pollut Res 13127(26):33140–33160

    Article  Google Scholar 

  • Zhang X, Li H (2018) Urban resilience and urban sustainability: what we know and what do not know? Cities 72:141–148

    Article  Google Scholar 

  • Zhao R, Fang C, Liu J, Zhang L (2022) The evaluation and obstacle analysis of urban resilience from the multidimensional perspective in Chinese cities. Sustain Cities Soc 86:104160. https://doi.org/10.1016/j.scs.2022.104160

    Article  Google Scholar 

  • Zhong H, Hu Z, Yip TL (2019) Carbon emissions reduction in China’s container terminals: optimal strategy formulation and the influence of carbon emissions trading. J Clean Prod 219:518–530

    Article  Google Scholar 

  • Zhu K, Guo X, Zhang Z (2022) Reevaluation of the carbon emissions embodied in global value chains based on an inter-country input-output model with multinational enterprises. Appl Energy 307:118220

    Article  Google Scholar 

  • Zhu S, Li D, Feng H (2019) Is smart city resilient? Evidence from China. Sustain Cities Soc 50:101636. https://doi.org/10.1016/j.scs.2019.101636

    Article  Google Scholar 

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Funding

Support was provided by the National Social Science Foundation Project (grant no. 21XRK007); Scientific Research Program for Universities in Xinjiang Uygur Autonomous Region (grant no. XJEDU2021S1002); “Silk Road” Scientific Research Innovation Project for Graduate Students of Xinjiang University (grant no. SL2022002); Research and Innovation Program for Outstanding doctoral students (XJU2022BS008); the graduate research and innovation project of Xinjiang Autonomous Regions (XJ2023G009).

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SZ: writing—original draft preparation, software, validation, formal analysis; XM: conceptualization, funding acquisition, and supervision; QC: methodology, data curation; JL: writing—review and editing. All authors have read and agreed to the published version of the manuscript.

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Correspondence to Xiaoyu Ma.

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Zhang, S., Ma, X., Cui, Q. et al. Does the low carbon transition impact urban resilience? Evidence from China’s pilot cities for carbon emission trading. Environ Sci Pollut Res 31, 11128–11149 (2024). https://doi.org/10.1007/s11356-024-31903-3

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