Abstract
China’s critical reliance on well-crafted public policies, coupled with the effective execution of central government directives at the local level, drives the achievement of the “dual carbon” goal including the peaking of CO2 emissions and attaining carbon neutrality. Therefore, examining policy records can unveil the holistic strategy for attaining carbon neutrality during the period of peak CO2 emissions; at the same time, it can also highlight the potential obstacles in policy implementation. In this study, we adopt a policy instruments perspective to investigate data related to policies addressing peak CO2 emissions across 29 provincial administrative regions in China. We apply Nvivo12 software to conduct a quantitative literature assessment and content analysis to establish a theoretical framework for the policy process. This framework encompasses dimensions such as political feasibility, regional coordination, attributes of low-carbon initiatives, and policy refinement. Subsequently, we employ the model to carry out a retrospective analysis of policy documents pertaining to peak CO2 emissions in China. Our research findings underscore the pivotal role of political feasibility in shaping policy effectiveness, while also highlighting the facilitative influence of regional coordination, shedding light on the essential synergy between provinces and cities in achieving emissions reduction goals. Similarly, the estimated results highlight the motivating impact of specific attributes within low-carbon initiatives. Moreover, policy enhancements are identified as a critical driver in advancing the path toward carbon neutrality. Consequently, to achieve the objective of carbon neutrality, it is imperative for every province and city to sequentially reach the peak of CO2 emissions. Our research offers a comprehensive “China strategy,” providing valuable insights to guide future policy formulation and accelerate progress toward sustainable environmental objectives.
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Data availability
The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
Andreas JJ, Burns C, Touza J (2018) Overcoming energy injustice? Bulgaria’s renewable energy transition in times of crisis. Energy Res Soc Sci 42:44–52
Arbolino R, Bofardi R, Ioppolo G (2019) The effectiveness of European energy policy on the Italian system: regional evidences from a hierarchical cluster analysis approach. Energy Policy 132:47. https://doi.org/10.1016/j.enpol.2019.05.021
Ba Z, Ma Y, Cai J, Li G (2023) A citation-based research framework for exploring policy diffusion: Evidence from China's new energy policies. Technol Forecast Soc Chang 188:122273
Barassi MR, Spagnolo N, Zhao Y (2018) Fractional integration versus structural change: testing the convergence of CO2 emissions. Environ Resour Econ 71(4):923–968
Benchimol J, Kazinnik S, Saadon Y (2022) Text mining methodologies with R: an application to central bank texts. Mach Learn Appl 8:100286
Bersalli G, Menanteau P, El-Methni J (2020) Renewable energy policy effectiveness: a panel data analysis across Europe and Latin America. Renew Sustain Energy Rev 133:110351
Bingham RD (1997) Management of local government in the United States: public administration in practice. Kyushu, by translation. Beijing: Peking University Press
Bretas VPG, Alon I (2021) Franchising research on emerging markets: bibliometric and content analyses. J Bus Res 133:51–65
British Petroleum. BP Statistical Review of World Energy. London (2019) http://cngascn.com/public/uploads/fle/20190805/20190805102652_80658.pdf
Chapman AJ, Itaoka K (2018) Energy transition to a future low-carbon energy society in Japan’s liberalizing electricity market: precedents, policies and factors of successful transition. Renew Sustain Energy Rev 81(2):2019–2027
Chen X (2012) Capital Logic and Ecological Crisis [J]. Chin Soc Sci (11)
Chen X (1999) The thoughts and methods of rooted theory, educational research and experiment (4)
Churchill SA, Inekwe J, Ivanovski K (2018) Conditional convergence in per capita carbon emissions since 1900. Appl Energy 228:916–927
Cui H, Tao R, Jian Z (2015) Quantitative research on policy literature: the new direction of public policy research. J Public Adm 2:136
D’Amato A, Valentini E (2011) Enforcement and environmental quality in a decentralized emission trading system. J Regul Econ 40(2):141–159
Del Río P, Unruh G (2007) Overcoming the lock-out of renewable energy technologies in Spain: the cases of wind and solar electricity. Renew Sustain Energy Rev 11:1498–1513
Denton F, Wilbanks TJ, Abeysinghe AC et al (2014) Climate-resilient pathways: adaptation, mitigation, and sustainable development. In: Climate change 2014: impacts, adaptation, and vulnerability. Part A: global and sectoral aspects. Contribution of Working Group II to the Fifth Assessment Report of the Intergovernmental Panel on Climate Change. pp 1101–1131
Duan K, Ren X, Shi Y, Mishra T, Yan C (2021) The marginal impacts of energy prices on carbon price variations: evidence from a quantile-on-quantile approach. Energy Econ 95:105131
Dubey R, Gunasekaran A, Childe SJ, Papadopoulos T, Luo Z, Wamba SF, Roubaud D (2019) Can big data and predictive analytics improve social and environmental sustainability? Technol Forecast Soc Chang 144:534–545
Edmondson DL, Kern F, Rogge KS (2019) The co-evolution of policy mixes and sociotechnical systems: towards a conceptual framework of policy mix feedback in sustainability transitions. Res Policy 48(10):1–14
El-Taliawi OG, Goyal N, Howlett M (2021) Holding out the promise of Lasswell’s dream: big data analytics in public policy research and teaching. Rev Policy Res 38(6):640–660
Fan Z, Tan H (2017) Big data development strategies of Chinese local governments based on documents quantitative methods—— compatibility of policy goals and policy tools. Chin Publ Adm 390(12):46–53
Featherston CR, O’Sullivan E (2017) Enabling technologies, lifecycle transitions, and industrial systems in technology foresight: insights from advanced materials FTA. Technol Forecast Soc Chang 115:261–277
Fredriksson PG, Wollscheid JR (2014) Environmental decentralization and political centralization. Ecol Econ 107:402–410
Gao D, Li G, Li Y, Gao K (2021) Does FDI improve green total factor energy efficiency under heterogeneous environmental regulation? Evidence from China. Environ Sci Pollut Res 29(17):25665–25678
Groba F, Cao J (2015) Chinese renewable energy technology exports: the role of policy, innovation and markets. Environ Resource Econ 60(2):243–283
Gürtler K, Postpischil R, Quitzow R (2019) The dismantling of renewable energy policies: the cases of Spain and the Czech Republic. Energy Policy 133:110881. https://doi.org/10.1016/j.enpol.2019.110881
Hallit M (2006) Public policy research: policy cycle and policy subsidiary system interconnected system. Pang Shi, et al. Beijing: Sanlian Bookstore
He and China Eastern Airlines (2020) Kong Fanbin. —— On the expansion of “political potential energy. Public Administration and Policy Review (4)
He J, Yang P, Gao Y (2015) Analysis of influencing factors of building economy: an exploratory study of grounded theory. Region Econ Rev (3)
Hu M, Sun L (2018) Open data policy of the research funded by public science institutes in UK and its enlightenments. Sci Found China 32(05):93–98
Huang C, Yang C, Su J (2018) Policy change analysis based on “policy target–policy instrument” patterns: a case study of China’s nuclear energy policy. Scientometrics 117(2):1081–1114
Huang C, Wang S, Su J, Zhao P (2020) A social network analysis of changes in China’s education policy information transmission system (1978–2013). High Educ Pol 33:323–345
IPCC (2013) Climate change 2013: the physical science basis. Contribution of working group i to the ffth assessment report of the intergovernmental panel on climate change. Cambridge, United Kingdom and New York, NY, USA
IPCC (2021) Climate change 2021: the physical science basis. The Intergovernmental Panel on Climate Change
Jia ZM (2015) Application of rooted theory in public administration research: methods and practice. J Adm China 3:90–95
Kammez K (2009) Construct root theory: a practice guide for qualitative research. Bian Guoying, translated. Chongqing: Chongqing University Press, 2009:77
Khan J (2013) What role for network governance in urban low carbon transitions? J Clean Prod 50(6):133–139
Kuang B, Han J, Lu X, Zhang X, Fan X (2020) Quantitative evaluation of China’s cultivated land protection policies based on the PMC-Index model. Land Use Policy 99:105062
Lang M (2018) e matching degree between function of local government and central government under big data perspective: a research based on the LDA model of Gansu province. J Intell 37(9):78–85
Lee D, Park M, Chang S, Ko H (2019) Protecting and utilizing health and medical big data: policy perspectives from Korea. Healthc Inform Res 25(4):239–247
Li HL (2015a) Rooted theory method and domestic public administration research. China Adm (11)
Li H (2015b) Research on grounded theoretical methods and domestic public administration. China Adm 11:79–80
Liu L, Xin Y (2019) How Local Government Policy promotes the construction of medical consortium——— based on root theory. Health Policy Res China 9:20
Ma H, Wang H (2016) SLEPT analysis and strategic deployment of open government data strategy in China. Inform Sci 34(3):3–8
Measham TG, Preston BL, Smith TF, Brooke C, Gorddard R, Withycombe G, Morrison C (2011) Adapting to climate change through local municipal planning: barriers and challenges. Mitig Adapt Strat Glob Chang 16:889–909
Masood R, Lim JBP, Gonzalez VA (2021) Performance of the supply chains for New Zealand prefabricated house-building. Sustain Cities Soc 64:102537
Moghaddam A (2006) Coding issues in grounded theory. Issues Ed Res 16(1):52–66
Nuñez-Jimenez A, Knoeri C, Hoppmann J, Hoffmann VH (2022) Beyond innovation and deployment: modeling the impact of technology-push and demand-pull policies in Germany’s solar policy mix. Res Policy 51(10):104585
Oates WE (1999) An essay on fiscal federalism. J Econ Lit 37(3):1120–1149
Potter RE, Dollard M, Pignata S, Zadow A, Lushington K (2022) Review of practice & policy strategies for managing digital communication and ICT use in Australian universities. Comput Human Behav Rep 5:100160
Rahman AB (2017) Mainstreaming climate change adaptation in a developing country context: an Indonesian case study. Curtin University
Ritter A, Lancaster K (2013) Measuring research influence on drug policy: a case example of two epidemiological monitoring systems. Int J Drug Policy 24(1):30–37
Rudolph L, Gould S, Berko J (2015) Climate change, health, and equity: opportunities for action [Internet]; Public Health Institute:Oakland, CA, USA; Available online: https://www.phi.org/wp-content/uploads/migration/uploads/application/files/h7fjouo1i38v3tu427p9s9kcmhs3oxsi7tsg1fovh3yesd5hxu.pdf (accessed on 3 Feb 2021)
Smith MJ (2015) Health equity in public health: clarifying our commitment. Publ Health Ethics 8: 173–184. [CrossRef]
Strauss A, Corbin J (1990) Basics of qualitative research. Sage publications
Strazicich MC, List JA (2003) Are CO2 emission levels converging among industrial countries? Environ Resour Econ 24(3):263–271
Tao R, Cui H, Jun S (2017) The paths and development trends of public policy text research. Adm Adm China 5:97
The State Council of China (2021) Peak CO2 emissions Action Plan until 2030
Tiwari AK, Nasir MA, Shahbaz M, Raheem ID (2021) Convergence and club convergence of CO2 emissions at state levels: a nonlinear analysis of the USA. J Clean Prod 288:125093
UNDP (2010) Designing climate change adaptation initiatives: a UNDP toolkit for practitioners
Walpole SC, Rasanathan K, Campbell-Lendrum D (2009) Natural and unnatural synergies: climate change policy and health equity. Bull World Health Organ 87: 799–801. [CrossRef] [PubMed]
Wen H, Lee CC, Zhou F (2021a) Green credit policy credit allocation efficiency and upgrade of energy-intensive enterprises. Energy Econ 94:105099
Wen H, Li N, Lee CC (2021b) Energy intensity of manufacturing enterprises under competitive pressure from the informal sector: evidence from developing and emerging countries. Energy Econ 104:105613
Wijaya N, Nitivattananon V, Shrestha RP, Kim SM (2020) Drivers and benefits of integrating climate adaptation measures into urban development: experience from coastal cities of Indonesia. Sustainability (Switzerland) 12:1–16. https://doi.org/10.3390/su12020750
Yang Y, Xue R, Yang D (2020) Does market segmentation necessarily discourage energy efficiency? PLoS One 15(5):e0233061
Yu S, Hu X, Fan JL, Cheng J (2018) Convergence of carbon emissions intensity across Chinese industrial sectors. J Clean Prod 194:179–192
Zhu K, Guo X, Ning C (2020) The trigger mechanism of the public service supply behavior ——— is based on the root theory research of Shiyangtang Town, Hunan Province. J Public Adm (1): 72–73
Funding
This study was supported by the following funders: Research on the Livelihood Recovery of Farmers in the Loess Plateau Coping with Multiple Risks under the Coupling Effect of COVID-19 and Meteorological Disaster, National Natural Science Foundation of China (NSFC, 2021.1.1–2024.12.31, No. 42075172) (sponsor and host Jianjun Huai); Study on the Countermeasures of Rapidly Improving Community Management and Service Level in Epidemic Prevention and Control, Xianyang Science and Technology Bureau, Project of “Exposing the List and Being in Command” (2022.1.1–2022.12.31, No. JBGS-005) (sponsor and host Jianjun Huai); and Study on the Supporting System of Coordinated Development of Ecological Value Realization and Rural Revitalization in Typical Regions of Shaanxi Province, Shaanxi Provincial Federation of Social Sciences, 2021 Key Think Tank Research Project on Major Theoretical and Practical Problems of Philosophy and Social Sciences in Shaanxi Province (2022.1.1–2022.12.31, No. 2021ZD1042) (sponsor and host Jianjun Huai).
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YG: conceptualization, data curation, investigation, modeling, formal analysis, and writing the original draft. AAK: data curation, investigation, formal analysis, review, and editing. SUK: software and methodology, data curation, and investigation. MASA: data curation, investigation, review, and editing. JH: funding acquisition, project administration, and supervision.
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Gao, Y., Khan, A.A., Khan, S.U. et al. Navigating China’s carbon neutrality journey: insights from policy instruments and implementation strategies across provincial regions. Environ Sci Pollut Res 30, 115322–115336 (2023). https://doi.org/10.1007/s11356-023-30589-3
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DOI: https://doi.org/10.1007/s11356-023-30589-3