IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v375y2024ics0306261924014624.html
   My bibliography  Save this article

On innovation infrastructure and industrial carbon emissions: Nonlinear correlation and effect mechanism

Author

Listed:
  • Liu, Xinyu
  • Song, Min
  • Wang, Shuying
  • Xu, Xingwu
  • Li, Haolin

Abstract

Innovation infrastructure (INN) compatible with industrial carbon emissions (ICE) reduction is crucial for peaking carbon emissions in the industrial sector. However, INN in China requires urgent strengthening. We elucidate the inverted U-shaped correlation between INN and ICE based on an expanded endogenous growth model, then empirically verify the nonlinear correlation between the two and its effect mechanism using data from 30 provinces in China from 2012 to 2022. The findings present that the correlation between INN and ICE exhibits an inverted U-shaped characteristic. The inverted U-shaped effect of INN on ICE mainly comes from major science and technology infrastructure, as well as science and education infrastructure. Virtual agglomeration, technology progress, energy structure optimization and industrial structure adjustment are vital mechanisms by which INN reduces ICE. However, the ambiguity surrounding data rights and the prevalence of digital platform monopolies impede the potential of virtual agglomeration to diminish ICE. Furthermore, there is also an inverted U-shaped correlation between INN and ICE in geographically adjacent areas.

Suggested Citation

  • Liu, Xinyu & Song, Min & Wang, Shuying & Xu, Xingwu & Li, Haolin, 2024. "On innovation infrastructure and industrial carbon emissions: Nonlinear correlation and effect mechanism," Applied Energy, Elsevier, vol. 375(C).
    • Handle: RePEc:eee:appene:v:375:y:2024:i:c:s0306261924014624
    DOI: 10.1016/j.apenergy.2024.124079
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261924014624
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.apenergy.2024.124079?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Ruutu, Sampsa & Casey, Thomas & Kotovirta, Ville, 2017. "Development and competition of digital service platforms: A system dynamics approach," Technological Forecasting and Social Change, Elsevier, vol. 117(C), pages 119-130.
    2. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    3. Wang, Aijia & Wang, Junqi & Zhang, Ruijun & Cao, Shi-Jie, 2024. "Mitigating urban heat and air pollution considering green and transportation infrastructure," Transportation Research Part A: Policy and Practice, Elsevier, vol. 184(C).
    4. Yi Chen & Ziying Fan & Xiaomin Gu & Li-An Zhou, 2020. "Arrival of Young Talent: The Send-Down Movement and Rural Education in China," American Economic Review, American Economic Association, vol. 110(11), pages 3393-3430, November.
    5. Hong, Junjie & Shi, Fangyuan & Zheng, Yuhan, 2023. "Does network infrastructure construction reduce energy intensity? Based on the “Broadband China” strategy," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    6. Wang, Kun & Rehman, Mubeen Abdur & Fahad, Shah & Linzhao, Zeng, 2023. "Unleashing the influence of natural resources, sustainable energy and human capital on consumption-based carbon emissions in G-7 Countries," Resources Policy, Elsevier, vol. 81(C).
    7. Zhao, Min & Sun, Tao, 2022. "Dynamic spatial spillover effect of new energy vehicle industry policies on carbon emission of transportation sector in China," Energy Policy, Elsevier, vol. 165(C).
    8. Yang Shen, 2024. "Future jobs: analyzing the impact of artificial intelligence on employment and its mechanisms," Economic Change and Restructuring, Springer, vol. 57(2), pages 1-33, April.
    9. Shobande, Olatunji A. & Ogbeifun, Lawrence & Tiwari, Aviral Kumar, 2024. "Extricating the impacts of emissions trading system and energy transition on carbon intensity," Applied Energy, Elsevier, vol. 357(C).
    10. Hurlin, Christophe, 2006. "Network effects of the productivity of infrastructure in developing countries," Policy Research Working Paper Series 3808, The World Bank.
    11. Francisco, Kris A. & Tanaka, Makoto, 2019. "Does public infrastructure affect human capital? The effect of improved transport connectivity on children's education in the Philippines," Economics of Education Review, Elsevier, vol. 73(C).
    12. Feng, Yuan & Chen, Zhi & Nie, Changfei, 2023. "The effect of broadband infrastructure construction on urban green innovation: Evidence from a quasi-natural experiment in China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 581-598.
    13. Ouyang, Xiaoling & Lin, Boqiang, 2015. "An analysis of the driving forces of energy-related carbon dioxide emissions in China’s industrial sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 838-849.
    14. Hota, Swarna Prava, 2023. "Education infrastructure, expenditure, enrollment & economic development in Odisha, India," International Journal of Educational Development, Elsevier, vol. 103(C).
    15. Agénor, Pierre-Richard & Dinh, Hinh T., 2015. "Social capital, product imitation and growth with learning externalities," Journal of Development Economics, Elsevier, vol. 114(C), pages 41-54.
    16. Xu Chen & Chunhong Liu & Yao Jiang & Changchun Gao, 2021. "What Causes the Virtual Agglomeration of Creative Industries?," Sustainability, MDPI, vol. 13(16), pages 1-18, August.
    17. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    18. Xiaole Wang & Feng Dong & Yuling Pan & Yajie Liu, 2022. "Transport Infrastructure, High-Quality Development and Industrial Pollution: Fresh Evidence from China," IJERPH, MDPI, vol. 19(15), pages 1-24, August.
    19. Robert J. Barro & Xavier Sala-I-Martin, 1992. "Public Finance in Models of Economic Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(4), pages 645-661.
    20. Grimaud, André & Rouge, Luc, 2014. "Carbon sequestration, economic policies and growth," Resource and Energy Economics, Elsevier, vol. 36(2), pages 307-331.
    21. Agénor, Pierre-Richard, 2010. "A theory of infrastructure-led development," Journal of Economic Dynamics and Control, Elsevier, vol. 34(5), pages 932-950, May.
    22. Ai, Hongshan & Mangla, Sachin Kumar & Song, Malin & Tan, Xiaoqing & Zhang, Shangfeng, 2024. "Technology-enabled business model innovation and carbon emission reduction: Evidence from a place-based policy in China," Technovation, Elsevier, vol. 134(C).
    23. Yu, Xiang, 2023. "An assessment of the green development efficiency of industrial parks in China: Based on non-desired output and non-radial DEA model," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 81-88.
    24. Florio, Massimo & Sirtori, Emanuela, 2016. "Social benefits and costs of large scale research infrastructures," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 65-78.
    25. Jiang, Ben & Du, Mingze & Wang, Dehui, 2024. "Carbon emissions trading, industrial structure upgrading and green development: Excess benefits of combined actions," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 480-501.
    26. Xuan, Siyuan & Ge, Wenfeng & Yang, Ping & Zhang, Yunfeng, 2024. "Exploring digital finance, financial regulations and carbon emission nexus: New insight from resources efficiency, industrial structure and green innovation in China," Resources Policy, Elsevier, vol. 88(C).
    27. Amri, Fethi & Zaied, Younes Ben & Lahouel, Bechir Ben, 2019. "ICT, total factor productivity, and carbon dioxide emissions in Tunisia," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 212-217.
    28. Wang, Xinru & Long, Ruyin & Sun, Qingqing & Chen, Hong & Jiang, Shiyan & Wang, Yujie & Li, Qianwen & Yang, Shuhan, 2024. "Spatial spillover effects and driving mechanisms of carbon emission reduction in new energy demonstration cities," Applied Energy, Elsevier, vol. 357(C).
    29. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
    30. Baum-Snow, Nathaniel & Henderson, J. Vernon & Turner, Matthew A. & Zhang, Qinghua & Brandt, Loren, 2020. "Does investment in national highways help or hurt hinterland city growth?," Journal of Urban Economics, Elsevier, vol. 115(C).
    31. Ali, Uzair & Guo, Qingbin & Nurgazina, Zhanar & Sharif, Arshian & Kartal, Mustafa Tevfik & Kılıç Depren, Serpil & Khan, Aftab, 2023. "Heterogeneous impact of industrialization, foreign direct investments, and technological innovation on carbon emissions intensity: Evidence from Kingdom of Saudi Arabia," Applied Energy, Elsevier, vol. 336(C).
    32. Pan, Xiongfeng & Guo, Shucen & Li, Mengna & Song, Jinbo, 2021. "The effect of technology infrastructure investment on technological innovation ——A study based on spatial durbin model," Technovation, Elsevier, vol. 107(C).
    33. Xie, Rui & Fang, Jiayu & Liu, Cenjie, 2017. "The effects of transportation infrastructure on urban carbon emissions," Applied Energy, Elsevier, vol. 196(C), pages 199-207.
    34. Slavin, Brittney & Wang, Ruiqi & Roy, Dibyendu & Ling-Chin, Janie & Roskilly, Anthony Paul, 2024. "Techno-economic analysis of direct air carbon capture and hydrogen production integrated with a small modular reactor," Applied Energy, Elsevier, vol. 356(C).
    35. Jiang, Xuemei & Ouyang, Jin & Zhang, Xinyang & Ma, Dan, 2024. "The North-South industrial transfer of manufacturing and the pattern of carbon emissions in China," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 516-529.
    36. Franzò, Simone & Doppio, Nicola & Natalicchio, Angelo & Frattini, Federico & Mion, Luca, 2023. "Designing innovation contests to support external knowledge search in small and medium-sized enterprises," Technovation, Elsevier, vol. 121(C).
    37. Yang Shen & Xiuwu Zhang, 2024. "The impact of artificial intelligence on employment: the role of virtual agglomeration," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    38. Cheng, Zhonghua & Li, Lianshui & Liu, Jun & Zhang, Huiming, 2018. "Total-factor carbon emission efficiency of China's provincial industrial sector and its dynamic evolution," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 330-339.
    39. German Cubas, 2020. "Public Capital and Economic Development," The Economic Journal, Royal Economic Society, vol. 130(632), pages 2354-2381.
    40. Lin, Boqiang & Chen, Yu, 2020. "Will land transport infrastructure affect the energy and carbon dioxide emissions performance of China’s manufacturing industry?," Applied Energy, Elsevier, vol. 260(C).
    41. Yi, Ming & Liu, Yafen & Sheng, Mingyue Selena & Wen, Le, 2022. "Effects of digital economy on carbon emission reduction: New evidence from China," Energy Policy, Elsevier, vol. 171(C).
    42. Nour Eldin Elshaiekh & Khalfan Al-Hijji & Ahmed Shehata & Said Mohammed Ali Alrashdi, 2023. "An Empirical Analysis of Factors Motivating Unemployed Individuals to Engage in Digital Entrepreneurship in Oman: Focus on Technological Infrastructure," Sustainability, MDPI, vol. 15(17), pages 1-21, August.
    43. Shamsuzzaman, Mohammad & Shamsuzzoha, Ahm & Maged, Ahmed & Haridy, Salah & Bashir, Hamdi & Karim, Azharul, 2021. "Effective monitoring of carbon emissions from industrial sector using statistical process control," Applied Energy, Elsevier, vol. 300(C).
    44. Lochner, Stefan, 2011. "Identification of congestion and valuation of transport infrastructures in the European natural gas market," Energy, Elsevier, vol. 36(5), pages 2483-2492.
    45. Awan, Ashar & Alnour, Mohammed & Jahanger, Atif & Onwe, Joshua Chukwuma, 2022. "Do technological innovation and urbanization mitigate carbon dioxide emissions from the transport sector?," Technology in Society, Elsevier, vol. 71(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Agénor, Pierre-Richard & Neanidis, Kyriakos C., 2015. "Innovation, public capital, and growth," Journal of Macroeconomics, Elsevier, vol. 44(C), pages 252-275.
    2. Dinlersoz, Emin M. & Fu, Zhe, 2022. "Infrastructure investment and growth in China: A quantitative assessment," Journal of Development Economics, Elsevier, vol. 158(C).
    3. Schreiner, Lena & Madlener, Reinhard, 2022. "Investing in power grid infrastructure as a flexibility option: A DSGE assessment for Germany," Energy Economics, Elsevier, vol. 107(C).
    4. Åsa Johansson, 2016. "Public Finance, Economic Growth and Inequality: A Survey of the Evidence," OECD Economics Department Working Papers 1346, OECD Publishing.
    5. Turnovsky, S., 2000. "Growth in an Open Economy: some Recent Developments," Papers 5, Warwick - Development Economics Research Centre.
    6. J. Rodrigo Fuentes S. & Verónica Mies M., 2005. "Looking at Chile’s Economic Dvelopment From an International Perspective," Journal Economía Chilena (The Chilean Economy), Central Bank of Chile, vol. 8(1), pages 7-33, April.
    7. Amable, Bruno & Boyer, Robert, 1995. "Europe in the world technological competition," Structural Change and Economic Dynamics, Elsevier, vol. 6(2), pages 167-183, June.
    8. Cheshire, Paul C. & Magrini, Stefano, 2002. "The distinctive determinants of European urban growth: Does one size fit all?," ERSA conference papers ersa02p100, European Regional Science Association.
    9. Márquez, Miguel A. & Ramajo, Julián & Hewings, Geoffrey J. D., 2011. "Public Capital and Regional Economic Growth: a SVAR Approach for the Spanish Regions," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 21, pages 199-223.
    10. Stephen Turnovsky, 1999. "Knife-Edge Conditions and the Macroeconomics of Small Open Economies," Discussion Papers in Economics at the University of Washington 0031, Department of Economics at the University of Washington.
    11. Zhang, Weike & Fan, Hongxia & Zhao, Qiwei, 2023. "Seeing green: How does digital infrastructure affect carbon emission intensity?," Energy Economics, Elsevier, vol. 127(PB).
    12. Alan R. Roe, 2018. "Mozambique—bust before boom: Reflections on investment surges and new gas," WIDER Working Paper Series wp-2018-140, World Institute for Development Economic Research (UNU-WIDER).
    13. Pelloni, Alessandra & Waldmann, Robert, 2000. "Can waste improve welfare?," Journal of Public Economics, Elsevier, vol. 77(1), pages 45-79, July.
    14. Klaus Waelde, 1994. "Trade pattern reversal: The role of technological change, factor accumulation and government intervention," International Trade 9403003, University Library of Munich, Germany, revised 06 Apr 1994.
    15. Ge Jin & Bing Zhang, 2024. "Optimal fiscal policy with a balanced-budget restriction: revisiting Chamley and Barro," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 31(2), pages 454-485, April.
    16. Andreas Irmen & Johanna Kuehnel, 2009. "Productive Government Expenditure And Economic Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 23(4), pages 692-733, September.
    17. Dimitrios Paparas & Christian Richter, 2015. "Fiscal policy and economic growth: Empirical evidence from the European Union," Working Papers 2015.06, International Network for Economic Research - INFER.
    18. Verónica Mies & Rodrigo Fuentes, 2005. "Mirando el Desarrollo Económico de Chile: Una Comparación Internacional," Documentos de Trabajo 287, Instituto de Economia. Pontificia Universidad Católica de Chile..
    19. Dimitrios PAPARAS & Christian RICHTER & Alexandros PAPARAS, 2015. "Fiscal Policy and Economic Growth, Empirical Evidence in European Union," Turkish Economic Review, KSP Journals, vol. 2(4), pages 239-268, December.
    20. Aniket, Kumar, 2018. "Solow-Swan growth model with global capital markets and congestible public goods," MPRA Paper 87844, University Library of Munich, Germany.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:appene:v:375:y:2024:i:c:s0306261924014624. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.