IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v186y2023ipas004016252200659x.html
   My bibliography  Save this article

Do climate technologies and recycling asymmetrically mitigate consumption-based carbon emissions in the United States? New insights from Quantile ARDL

Author

Listed:
  • Razzaq, Asif
  • Sharif, Arshian
  • Afshan, Sahar
  • Li, Claire J.

Abstract

Improving environmental quality has become one of the utmost essential policy agendas of the United States (US). The susceptibility to climate change adversities has motivated the need to construct and identify the factors that can function to evaluate and ensure environmental sustainability. Although few studies have highlighted the importance of recycling and technology in tackling environmental woes across different industries and sectors, little is known about the impact of national-level recycling and green technology innovation on consumption-based (trade-adjusted) carbon emissions. Therefore, this study scrutinizes the asymmetric linkages between recycling, climate technologies, trade, and consumption-based carbon emissions (CCE) in the US from 1990Q1 to 2018Q4. It employs novel Quantile Autoregressive Distributive Lag (QARDL) and Granger Causality-in-Quantiles to discover the asymmetric long-run cointegration and causality across the diverse data distribution. The long-run results indicate that recycling and climate-related technologies significantly mitigate CCE in the long run, mainly at lower-higher (0.05–070) and lower-highest (0.05–0.95) emissions quantiles, respectively. Trade-based covariates suggest that imports significantly contribute to CCE from upper-middle to highest (0.70–0.95) emissions quantiles, while exports significantly reduce CCE from lowest to highest (0.05–0.95) emissions quantiles. The short-run elasticities echo a similar direction; however, their magnitude and significance vary across quantiles. Moreover, Granger-causality outcomes in quantiles confirm one-way causality between recycling, climate technologies, and CCE, and two-way causality between exports, imports, economic growth, and CCE across major quantiles. These results provide pertinent policy suggestions for all stakeholders.

Suggested Citation

  • Razzaq, Asif & Sharif, Arshian & Afshan, Sahar & Li, Claire J., 2023. "Do climate technologies and recycling asymmetrically mitigate consumption-based carbon emissions in the United States? New insights from Quantile ARDL," Technological Forecasting and Social Change, Elsevier, vol. 186(PA).
  • Handle: RePEc:eee:tefoso:v:186:y:2023:i:pa:s004016252200659x
    DOI: 10.1016/j.techfore.2022.122138
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S004016252200659X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2022.122138?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. Cho, Jin Seo & Kim, Tae-hwan & Shin, Yongcheol, 2015. "Quantile cointegration in the autoregressive distributed-lag modeling framework," Journal of Econometrics, Elsevier, vol. 188(1), pages 281-300.
    2. Syed Abdul Rehman Khan & Asif Razzaq & Zhang Yu & Sharon Miller, 2021. "Retracted: Industry 4.0 and circular economy practices: A new era business strategies for environmental sustainability," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 4001-4014, December.
    3. 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).
    4. repec:hal:spmain:info:hdl:2441/jff6fcqc8e6bbhnlvps4rou6 is not listed on IDEAS
    5. Sadorsky, Perry, 2012. "Energy consumption, output and trade in South America," Energy Economics, Elsevier, vol. 34(2), pages 476-488.
    6. Xiao, Zhijie, 2009. "Quantile cointegrating regression," Journal of Econometrics, Elsevier, vol. 150(2), pages 248-260, June.
    7. Turner, David A. & Williams, Ian D. & Kemp, Simon, 2015. "Greenhouse gas emission factors for recycling of source-segregated waste materials," Resources, Conservation & Recycling, Elsevier, vol. 105(PA), pages 186-197.
    8. Lin, Boqiang & Wang, Xiaolei, 2015. "Carbon emissions from energy intensive industry in China: Evidence from the iron & steel industry," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 746-754.
    9. Verdolini, Elena & Vona, Francesco & Popp, David, 2018. "Bridging the gap: Do fast-reacting fossil technologies facilitate renewable energy diffusion?," Energy Policy, Elsevier, vol. 116(C), pages 242-256.
    10. repec:ipg:wpaper:2014-529 is not listed on IDEAS
    11. Miao, Chenglin & Fang, Debin & Sun, Liyan & Luo, Qiaoling, 2017. "Natural resources utilization efficiency under the influence of green technological innovation," Resources, Conservation & Recycling, Elsevier, vol. 126(C), pages 153-161.
    12. Omri, Anis & Daly, Saida & Rault, Christophe & Chaibi, Anissa, 2015. "Financial development, environmental quality, trade and economic growth: What causes what in MENA countries," Energy Economics, Elsevier, vol. 48(C), pages 242-252.
    13. Abas, N. & Kalair, A. & Khan, N. & Kalair, A.R., 2017. "Review of GHG emissions in Pakistan compared to SAARC countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 990-1016.
    14. Cherubini, Francesco & Bargigli, Silvia & Ulgiati, Sergio, 2009. "Life cycle assessment (LCA) of waste management strategies: Landfilling, sorting plant and incineration," Energy, Elsevier, vol. 34(12), pages 2116-2123.
    15. Zeeshan Khan & Muhsin Ali & Dervis Kirikkaleli & Salman Wahab & Zhilun Jiao, 2020. "The impact of technological innovation and public‐private partnership investment on sustainable environment in China: Consumption‐based carbon emissions analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1317-1330, September.
    16. Hasanov, Fakhri J. & Liddle, Brantley & Mikayilov, Jeyhun I., 2018. "The impact of international trade on CO2 emissions in oil exporting countries: Territory vs consumption emissions accounting," Energy Economics, Elsevier, vol. 74(C), pages 343-350.
    17. 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).
    18. Jaramillo, Paulina & Muller, Nicholas Z., 2016. "Air pollution emissions and damages from energy production in the U.S.: 2002–2011," Energy Policy, Elsevier, vol. 90(C), pages 202-211.
    19. Farhani, Sahbi & Shahbaz, Muhammad & Sbia, Rashid & Chaibi, Anissa, 2014. "What does MENA region initially need: Grow output or mitigate CO2 emissions?," Economic Modelling, Elsevier, vol. 38(C), pages 270-281.
    20. Sohag, Kazi & Begum, Rawshan Ara & Abdullah, Sharifah Mastura Syed & Jaafar, Mokhtar, 2015. "Dynamics of energy use, technological innovation, economic growth and trade openness in Malaysia," Energy, Elsevier, vol. 90(P2), pages 1497-1507.
    21. Cheng, Ya & Awan, Usama & Ahmad, Shabbir & Tan, Zhixiong, 2021. "How do technological innovation and fiscal decentralization affect the environment? A story of the fourth industrial revolution and sustainable growth," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    22. 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).
    23. Liddle, Brantley, 2018. "Consumption-based accounting and the trade-carbon emissions nexus," Energy Economics, Elsevier, vol. 69(C), pages 71-78.
    24. Lee, Ki-Hoon & Min, Byung & Yook, Keun-Hyo, 2015. "The impacts of carbon (CO2) emissions and environmental research and development (R&D) investment on firm performance," International Journal of Production Economics, Elsevier, vol. 167(C), pages 1-11.
    25. Shahbaz, Muhammad & Raghutla, Chandrashekar & Song, Malin & Zameer, Hashim & Jiao, Zhilun, 2020. "Public-private partnerships investment in energy as new determinant of CO2 emissions: The role of technological innovations in China," Energy Economics, Elsevier, vol. 86(C).
    26. Danish & Recep Ulucak & Salah Ud‐Din Khan & Muhammad Awais Baloch & Nan Li, 2020. "Mitigation pathways toward sustainable development: Is there any trade‐off between environmental regulation and carbon emissions reduction?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(4), pages 813-822, July.
    27. Zhang, Yue-Jun & Peng, Yu-Lu & Ma, Chao-Qun & Shen, Bo, 2017. "Can environmental innovation facilitate carbon emissions reduction? Evidence from China," Energy Policy, Elsevier, vol. 100(C), pages 18-28.
    28. Xu, Yan & Dietzenbacher, Erik & Los, Bart, 2020. "International trade and air pollution damages in the United States," Ecological Economics, Elsevier, vol. 171(C).
    29. 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).
    30. Cole, Matthew A., 2004. "Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages," Ecological Economics, Elsevier, vol. 48(1), pages 71-81, January.
    31. Khan, Zeeshan & Ali, Muhsin & Jinyu, Liu & Shahbaz, Muhammad & Siqun, Yang, 2020. "Consumption-based carbon emissions and trade nexus: Evidence from nine oil exporting countries," Energy Economics, Elsevier, vol. 89(C).
    32. Alessandro Gandolfo & Lorenzo Lupi, 2021. "Circular economy, the transition of an incumbent focal firm: How to successfully reconcile environmental and economic sustainability?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(7), pages 3297-3308, November.
    33. Victor Troster, 2018. "Testing for Granger-causality in quantiles," Econometric Reviews, Taylor & Francis Journals, vol. 37(8), pages 850-866, September.
    34. Brantley Liddle, 2018. "Consumption-Based Accounting and the Trade-Carbon Emissions Nexus in Asia: A Heterogeneous, Common Factor Panel Analysis," Sustainability, MDPI, vol. 10(10), pages 1-13, October.
    35. Di Vita, Giuseppe, 2006. "Natural resources dynamics: Exhaustible and renewable resources, and the rate of technical substitution," Resources Policy, Elsevier, vol. 31(3), pages 172-182, September.
    36. Marika Arena & Giovanni Azzone & Manuela Grecchi & Giulia Piantoni, 2021. "How can the waste management sector contribute to overcoming barriers to the circular economy?," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(6), pages 1062-1071, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Candelon, Bertrand & Hasse, Jean-Baptiste, 2023. "Testing for causality between climate policies and carbon emissions reduction," Finance Research Letters, Elsevier, vol. 55(PA).
    2. Liu, Wei & Shen, Yedan & Razzaq, Asim, 2023. "How renewable energy investment, environmental regulations, and financial development derive renewable energy transition: Evidence from G7 countries," Renewable Energy, Elsevier, vol. 206(C), pages 1188-1197.
    3. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).
    4. Li, Hongmei & Xu, Ruizhe, 2023. "Impact of fiscal policies and natural resources on ecological sustainability of BRICS region: Moderating role of green innovation and ecological governance," Resources Policy, Elsevier, vol. 85(PB).
    5. Zhang, Zhuo & Zhao, Yongliang & Cai, Haiya & Ajaz, Tahseen, 2023. "Influence of renewable energy infrastructure, Chinese outward FDI, and technical efficiency on ecological sustainability in belt and road node economies," Renewable Energy, Elsevier, vol. 205(C), pages 608-616.
    6. Abbas, Shah & Xu, Deyi & Yuna, Gong & Hussain, Jamal & Abbas, Hussain & Rafique, Kalsoom, 2024. "The contribution of resource-based taxation, green innovation, and minerals trade toward ecological sustainability in resource-rich economies," Resources Policy, Elsevier, vol. 93(C).
    7. Xue, Mingfu & Razzaq, Asif & Afshan, Sahar & Yang, Xiaodong, 2023. "Fiscal pressure and carbon intensity: A quasi-natural experiment based on education authority reform," Energy Economics, Elsevier, vol. 126(C).
    8. Gu, Xiao & Shen, Xi & Zhong, Xiangming & Wu, Tong & Rahim, Syed, 2023. "Natural resources and undesired productions of environmental outputs as green growth: EKC in the perspective of green finance and green growth in the G7 region," Resources Policy, Elsevier, vol. 82(C).
    9. Abbas, Shujaat & Saqib, Najia & Mohammed, Kamel Si & Sahore, Nidhi & Shahzad, Umer, 2024. "Pathways towards carbon neutrality in low carbon cities: The role of green patents, R&D and energy use for carbon emissions," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    10. Huang, Junbing & Wang, Yajun & Lei, Hongyan & Chen, Xiang, 2024. "A technology-driven way to carbon peak and its impact mechanism," Energy, Elsevier, vol. 297(C).
    11. Chen, Jianxing & Wei, Shiwei & Mei, Chun, 2023. "Do structural transformation and urbanization assist in enhancing sustainable energy technologies innovations? Evidence from ASEAN countries," Renewable Energy, Elsevier, vol. 211(C), pages 895-902.
    12. Ze, Fu & Yu, Wence & Ali, Anis & Hishan, Sanil S. & Muda, Iskandar & Khudoykulov, Khurshid, 2023. "Influence of natural resources, ICT, and financial globalization on economic growth: Evidence from G10 countries," Resources Policy, Elsevier, vol. 81(C).
    13. Lau, Chi Keung & Mahalik, Mantu Kumar & Rather, Kashif Nesar & Gozgor, Giray, 2023. "The impact of green quality of the energy consumption on carbon emissions in the United States," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 850-860.
    14. Yang, Bin & Wu, Qiong & Sharif, Arshian & Uddin, Gazi Salah, 2023. "Non-linear impact of natural resources, green financing, and energy transition on sustainable environment: A way out for common prosperity in NORDIC countries," Resources Policy, Elsevier, vol. 83(C).
    15. Yi, Zhang & Zhou, Wenwu & Razzaq, Asif & Yang, Yao, 2023. "Land resource management and sustainable development: Evidence from China's regional data," Resources Policy, Elsevier, vol. 84(C).
    16. Siddik, Abu Bakkar & Khan, Samiha & Khan, Uzma & Yong, Li & Murshed, Muntasir, 2023. "The role of renewable energy finance in achieving low-carbon growth: contextual evidence from leading renewable energy-investing countries," Energy, Elsevier, vol. 270(C).
    17. She, Weijun & Mabrouk, Fatma, 2023. "Impact of natural resources and globalization on green economic recovery: Role of FDI and green innovations in BRICS economies," Resources Policy, Elsevier, vol. 82(C).
    18. Ma, Yubo & Fan, Yufeng & Razzaq, Asif, 2023. "Influence of technical efficiency and globalization on sustainable resources management: Evidence from South Asian countries," Resources Policy, Elsevier, vol. 81(C).
    19. Zhang, Mingming & Wong, Wing-Keung & Kim Oanh, Thai Thi & Muda, Iskandar & Islam, Saiful & Hishan, Sanil S. & Abduvaxitovna, Shamansurova Zilola, 2023. "Regulating environmental pollution through natural resources and technology innovation: Revisiting the environment Kuznet curve in China through quantile-based ARDL estimations," Resources Policy, Elsevier, vol. 85(PA).
    20. Lin, Chen, 2024. "Asymmetric effects of digitalization, natural resources, capital formation, and green innovations on environmental sustainability in ASEAN countries," Resources Policy, Elsevier, vol. 92(C).

    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. Razzaq, Asif & Sharif, Arshian & Ozturk, Ilhan & Skare, Marinko, 2022. "Inclusive infrastructure development, green innovation, and sustainable resource management: Evidence from China’s trade-adjusted material footprints," Resources Policy, Elsevier, vol. 79(C).
    2. Zeeshan Khan & Muhsin Ali & Dervis Kirikkaleli & Salman Wahab & Zhilun Jiao, 2020. "The impact of technological innovation and public‐private partnership investment on sustainable environment in China: Consumption‐based carbon emissions analysis," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(5), pages 1317-1330, September.
    3. Jian, Peng & Zhengjie, Sun, 2024. "Navigating the green future: Unraveling the role of fintech, decentralization, natural resources, and monetary policy uncertainty in China," Resources Policy, Elsevier, vol. 89(C).
    4. Razzaq, Asif & Wang, Yufeng & Chupradit, Supat & Suksatan, Wanich & Shahzad, Farrukh, 2021. "Asymmetric inter-linkages between green technology innovation and consumption-based carbon emissions in BRICS countries using quantile-on-quantile framework," Technology in Society, Elsevier, vol. 66(C).
    5. Liu, Xuemei & Yuan, Shuhan & Yu, Haoran & Liu, Zheng, 2023. "How ecological policy stringency moderates the influence of industrial innovation on environmental sustainability: The role of renewable energy transition in BRICST countries," Renewable Energy, Elsevier, vol. 207(C), pages 194-204.
    6. Khan, Zeeshan & Ali, Muhsin & Jinyu, Liu & Shahbaz, Muhammad & Siqun, Yang, 2020. "Consumption-based carbon emissions and trade nexus: Evidence from nine oil exporting countries," Energy Economics, Elsevier, vol. 89(C).
    7. Li, Xuelin & Yang, Lin, 2023. "Natural resources, remittances and carbon emissions: A Dutch Disease perspective with remittances for South Asia," Resources Policy, Elsevier, vol. 85(PB).
    8. Gangopadhyay, Partha & Das, Narasingha & Alam, G.M. Monirul & Khan, Uzma & Haseeb, Mohammad & Hossain, Md. Emran, 2023. "Revisiting the carbon pollution-inhibiting policies in the USA using the quantile ARDL methodology: What roles can clean energy and globalization play?," Renewable Energy, Elsevier, vol. 204(C), pages 710-721.
    9. Zhao, Xue & Huang, Lu, 2022. "Understanding the dynamic role of natural resources, green technology, economic integration and social globalization towards sustainable environment in China," Resources Policy, Elsevier, vol. 79(C).
    10. Abbasi, Kashif Raza & Hussain, Khadim & Haddad, Akram Masoud & Salman, Asma & Ozturk, Ilhan, 2022. "The role of Financial Development and Technological Innovation towards Sustainable Development in Pakistan: Fresh insights from consumption and territory-based emissions," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    11. Liu, Fengyu & Feng, Jue & Zhai, Ge & Razzaq, Asif, 2022. "Influence of fiscal decentralization and renewable energy investment on ecological sustainability in EU: What is the moderating role of institutional governance?," Renewable Energy, Elsevier, vol. 200(C), pages 1265-1274.
    12. Anwar, Ahsan & Sharif, Arshian & Fatima, Saba & Ahmad, Paiman & Sinha, Avik & Khan, Syed Abdul Rehman & Jermsittiparsert, Kittisak, 2021. "The asymmetric effect of public private partnership investment on transport CO2 emission in China: Evidence from quantile ARDL approach," MPRA Paper 108160, University Library of Munich, Germany, revised 2021.
    13. Zeeshan Khan & Ramez Abubakr Badeeb & Taimoor Hassan & Changyong Zhang & Khalid Eltayeb Elfaki, 2023. "Emissions‐Adjusted International Trade for Sustainable Development in China: Evidence from dynamic autoregressive distributed lags model and kernel based regression," Sustainable Development, John Wiley & Sons, Ltd., vol. 31(1), pages 379-392, February.
    14. Nwani, Chinazaekpere & Adams, Samuel, 2021. "Environmental cost of natural resource rents based on production and consumption inventories of carbon emissions: Assessing the role of institutional quality," Resources Policy, Elsevier, vol. 74(C).
    15. Li, Guoxiang & Wu, Haoyue & Jiang, Jieshu & Zong, Qingqing, 2023. "Digital finance and the low-carbon energy transition (LCET) from the perspective of capital-biased technical progress," Energy Economics, Elsevier, vol. 120(C).
    16. Asif Razzaq & Arshian Sharif & Paiman Ahmad & Kittisak Jermsittiparsert, 2021. "Asymmetric role of tourism development and technology innovation on carbon dioxide emission reduction in the Chinese economy: Fresh insights from QARDL approach," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(1), pages 176-193, January.
    17. Liu, Huiling & Zhang, Jianhua & Lei, Heng, 2022. "Do imported environmental goods reduce pollution intensity? The end use matters," Energy Economics, Elsevier, vol. 112(C).
    18. Cheng, Ya & Awan, Usama & Ahmad, Shabbir & Tan, Zhixiong, 2021. "How do technological innovation and fiscal decentralization affect the environment? A story of the fourth industrial revolution and sustainable growth," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    19. Yan, Han, 2024. "How do mineral resources and financial expenditure influence sustainable environment? Exploring the role of social globalization and trade policy uncertainty in China," Resources Policy, Elsevier, vol. 90(C).
    20. Luo, Shunjun & Mabrouk, Fatma, 2022. "Nexus between natural resources, globalization and ecological sustainability in resource-rich countries: Dynamic role of green technology and environmental regulation," Resources Policy, Elsevier, vol. 79(C).

    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:tefoso:v:186:y:2023:i:pa:s004016252200659x. 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.sciencedirect.com/science/journal/00401625 .

    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.