IDEAS home Printed from https://ideas.repec.org/a/eee/tefoso/v191y2023ics0040162523002196.html

The impact of green technology innovation, environmental taxes, and renewable energy consumption on ecological footprint in Italy: Fresh evidence from novel dynamic ARDL simulations

Author

Listed:
  • Javed, Aamir
  • Rapposelli, Agnese
  • Khan, Feroz
  • Javed, Asif

Abstract

Over the last few decades, environmental hazards have grown as a result of the increasing ecological pressure exerted by humanity, as calculated by its ecological footprint (EFP). Green technology innovation (GTI), renewable energy consumption (REN) and environmental taxes (ET) now represent the best approaches to attaining sustainable development without harming the environment. In this context, the main objective of this paper is to investigate the effect of GTI, ET, REN, TO and GDP on the EFP in Italy during the period 1994–2019. We employ a novel dynamic simulated ARDL (DYARDL) model to evaluate the short and long-run run connections among the above variables. Our study also utilizes the frequency domain causality (FDC) test to analyze the direction of causality. The results of the study clearly indicate the existence of a long-term cointegration among variables. Further, the results demonstrate that GTI, ET, and REN significantly enhance the quality of the environment by lowering the EFP. However, TO and GDP have a positive significant influence on EFP and degrades the environment. Finally, FDC test results also confirmed that GTI, ET, REN, TR, and GDP granger cause EFP. The results obtained suggest that government and policy makers should promote the investment in green innovation and renewable energy sectors to accomplish the ecological sustainability.

Suggested Citation

  • Javed, Aamir & Rapposelli, Agnese & Khan, Feroz & Javed, Asif, 2023. "The impact of green technology innovation, environmental taxes, and renewable energy consumption on ecological footprint in Italy: Fresh evidence from novel dynamic ARDL simulations," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
  • Handle: RePEc:eee:tefoso:v:191:y:2023:i:c:s0040162523002196
    DOI: 10.1016/j.techfore.2023.122534
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0040162523002196
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.techfore.2023.122534?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Rafique, Muhammad Zahid & Fareed, Zeeshan & Ferraz, Diogo & Ikram, Majid & Huang, Shaoan, 2022. "Exploring the heterogenous impacts of environmental taxes on environmental footprints: An empirical assessment from developed economies," Energy, Elsevier, vol. 238(PA).
    2. Pinglin He & Lu Chen & Xiaonan Zou & Shufeng Li & Huayu Shen & Jianhui Jian, 2019. "Energy Taxes, Carbon Dioxide Emissions, Energy Consumption and Economic Consequences: A Comparative Study of Nordic and G7 Countries," Sustainability, MDPI, vol. 11(21), pages 1-17, November.
    3. Ehigiamusoe, Kizito Uyi & Dogan, Eyup, 2022. "The role of interaction effect between renewable energy consumption and real income in carbon emissions: Evidence from low-income countries," Renewable and Sustainable Energy Reviews, Elsevier, vol. 154(C).
    4. Soren Jordan & Andrew Q. Philips, 2018. "Cointegration testing and dynamic simulations of autoregressive distributed lag modelsJournal: Stata Journal," Stata Journal, StataCorp LLC, vol. 18(4), pages 902-923, December.
    5. Patrick Criqui & Mark Jaccard & Thomas Sterner, 2019. "Carbon Taxation: A Tale of Three Countries," Sustainability, MDPI, vol. 11(22), pages 1-21, November.
    6. Yi-Ming Wei & Rong Han & Ce Wang & Biying Yu & Qiao-Mei Liang & Xiao-Chen Yuan & Junjie Chang & Qingyu Zhao & Hua Liao & Baojun Tang & Jinyue Yan & Lijing Cheng & Zili Yang, 2020. "Self-preservation strategy for approaching global warming targets in the post-Paris Agreement era," Nature Communications, Nature, vol. 11(1), pages 1-13, December.
    7. Ali, Yousaf & Pretaroli, Rosita & Socci, Claudio & Severini, Francesca, 2018. "Carbon and water footprint accounts of Italy: A Multi-Region Input-Output approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P2), pages 1813-1824.
    8. Muhammad Kamran Khan & Muhammad Imran Khan & Muhammad Rehan, 2020. "The relationship between energy consumption, economic growth and carbon dioxide emissions in Pakistan," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-13, December.
    9. Das, Narasingha & Bera, Pinki & Panda, Deepak, 2022. "Can economic development & environmental sustainability promote renewable energy consumption in India?? Findings from novel dynamic ARDL simulations approach," Renewable Energy, Elsevier, vol. 189(C), pages 221-230.
    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. Sharif, Arshian & Baris-Tuzemen, Ozge & Uzuner, Gizem & Ozturk, Ilhan & Sinha, Avik, 2020. "Revisiting the role of renewable and non-renewable energy consumption on Turkey’s ecological footprint: Evidence from Quantile ARDL approach," MPRA Paper 100044, University Library of Munich, Germany.
    12. Niu, Tong & Yao, Xilong & Shao, Shuai & Li, Ding & Wang, Wenxi, 2018. "Environmental tax shocks and carbon emissions: An estimated DSGE model," Structural Change and Economic Dynamics, Elsevier, vol. 47(C), pages 9-17.
    13. Doğan, Buhari & Chu, Lan Khanh & Ghosh, Sudeshna & Diep Truong, Huong Hoang & Balsalobre-Lorente, Daniel, 2022. "How environmental taxes and carbon emissions are related in the G7 economies?," Renewable Energy, Elsevier, vol. 187(C), pages 645-656.
    14. Alfred A. Haug, 2002. "Temporal Aggregation and the Power of Cointegration Tests: a Monte Carlo Study," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 64(4), pages 399-412, September.
    15. Álvarez-Herránz, Agustín & Balsalobre, Daniel & Cantos, José María & Shahbaz, Muhammad, 2017. "Energy Innovations-GHG Emissions Nexus: Fresh Empirical Evidence from OECD Countries," Energy Policy, Elsevier, vol. 101(C), pages 90-100.
    16. Vujović, Tanja & Petković, Zdravka & Pavlović, Miloš & Jović, Srdjan, 2018. "Economic growth based in carbon dioxide emission intensity," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 506(C), pages 179-185.
    17. Lin, Boqiang & Jia, Zhijie, 2018. "The energy, environmental and economic impacts of carbon tax rate and taxation industry: A CGE based study in China," Energy, Elsevier, vol. 159(C), pages 558-568.
    18. Zheng, Li & Abbasi, Kashif Raza & Salem, Sultan & Irfan, Muhammad & Alvarado, Rafael & Lv, Kangjuan, 2022. "How technological innovation and institutional quality affect sectoral energy consumption in Pakistan? Fresh policy insights from novel econometric approach," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    19. Eyup Dogan & Nigar Taspinar & Korhan K Gokmenoglu, 2019. "Determinants of ecological footprint in MINT countries," Energy & Environment, , vol. 30(6), pages 1065-1086, September.
    20. Zoundi, Zakaria, 2017. "CO2 emissions, renewable energy and the Environmental Kuznets Curve, a panel cointegration approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 72(C), pages 1067-1075.
    21. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    22. Muhammad Farhan Bashir & Benjiang MA & Muhammad Shahbaz & Zhilun Jiao, 2020. "The nexus between environmental tax and carbon emissions with the roles of environmental technology and financial development," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-20, November.
    23. Adedoyin, Festus Fatai & Ozturk, Ilhan & Bekun, Festus Victor & Agboola, Phillips O. & Agboola, Mary Oluwatoyin, 2021. "Renewable and non-renewable energy policy simulations for abating emissions in a complex economy: Evidence from the novel dynamic ARDL," Renewable Energy, Elsevier, vol. 177(C), pages 1408-1420.
    24. Rahman, Mohammad Mafizur & Sultana, Nahid & Velayutham, Eswaran, 2022. "Renewable energy, energy intensity and carbon reduction: Experience of large emerging economies," Renewable Energy, Elsevier, vol. 184(C), pages 252-265.
    25. Balsalobre-Lorente, Daniel & Shahbaz, Muhammad & Roubaud, David & Farhani, Sahbi, 2018. "How economic growth, renewable electricity and natural resources contribute to CO2 emissions?," Energy Policy, Elsevier, vol. 113(C), pages 356-367.
    26. Katsuya Ito, 2017. "CO2 emissions, renewable and non-renewable energy consumption, and economic growth: Evidence from panel data for developing countries," International Economics, CEPII research center, issue 151, pages 1-6.
    27. Ito, Katsuya, 2017. "CO2 emissions, renewable and non-renewable energy consumption, and economic growth: Evidence from panel data for developing countries," International Economics, Elsevier, vol. 151(C), pages 1-6.
    28. Ahmet Koseoglu & Ali Gokhan Yucel & Recep Ulucak, 2022. "Green innovation and ecological footprint relationship for a sustainable development: Evidence from top 20 green innovator countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 976-988, October.
    29. Bruce Morley, 2012. "Empirical evidence on the effectiveness of environmental taxes," Applied Economics Letters, Taylor & Francis Journals, vol. 19(18), pages 1817-1820, December.
    30. Julius J. Andersson, 2019. "Carbon Taxes and CO2 Emissions: Sweden as a Case Study," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 1-30, November.
    31. Breitung, Jorg & Candelon, Bertrand, 2006. "Testing for short- and long-run causality: A frequency-domain approach," Journal of Econometrics, Elsevier, vol. 132(2), pages 363-378, June.
    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. 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).
    2. Xiuqin Zhang & Xudong Shi & Yasir Khan & Taimoor Hassan & Mohamed Marie, 2023. "Carbon Neutrality Challenge: Analyse the Role of Energy Productivity, Renewable Energy, and Collaboration in Climate Mitigation Technology in OECD Economies," Sustainability, MDPI, vol. 15(4), pages 1-20, February.
    3. Aamir Javed & Agnese Rapposelli & Festus Fatai Adedoyin & Zavish Arshad, 2025. "Examining the Role of Remittances, Technological Innovation, and Foreign Direct Investment on Environmental Quality in Pakistan: Fresh Evidence from a Novel Dynamic ARDL Simulation Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 179(1), pages 123-151, August.
    4. Abdul Rehman & Mohammad Mahtab Alam & Magdalena Radulescu & Rafael Alvarado & Daniela Mihai & Madalina Brutu, 2022. "A Novel Investigation to Explore the Impact of Renewable Energy, Urbanization, and Trade on Carbon Emission in Bhutan," Energies, MDPI, vol. 15(9), pages 1-17, April.
    5. Hossain, Mohammad Razib & Singh, Sanjeet & Sharma, Gagan Deep & Apostu, Simona-Andreea & Bansal, Pooja, 2023. "Overcoming the shock of energy depletion for energy policy? Tracing the missing link between energy depletion, renewable energy development and decarbonization in the USA," Energy Policy, Elsevier, vol. 174(C).
    6. Teresa Famulska & Jan Kaczmarzyk & Małgorzata Grząba-Włoszek, 2022. "Environmental Taxes in the Member States of the European Union—Trends in Energy Taxes," Energies, MDPI, vol. 15(22), pages 1-20, November.
    7. Ozlem Akguc Çetinkaya & Abdurrahman Nazif Çatik & Esra Balli & Muge Manga & Mehmet Akif Destek, 2025. "Assessing the influence of green innovation and environmental policy stringency on CO2 emissions in BRICS," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(11), pages 26739-26759, November.
    8. Marques, António Cardoso & Junqueira, Thibaut Manuel, 2022. "European energy transition: Decomposing the performance of nuclear power," Energy, Elsevier, vol. 245(C).
    9. Xie, Peijun & Jamaani, Fouad, 2022. "Does green innovation, energy productivity and environmental taxes limit carbon emissions in developed economies: Implications for sustainable development," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 66-78.
    10. Kangyin Dong & Xiucheng Dong & Qingzhe Jiang, 2020. "How renewable energy consumption lower global CO2 emissions? Evidence from countries with different income levels," The World Economy, Wiley Blackwell, vol. 43(6), pages 1665-1698, June.
    11. Zhou, Runyu & Abbasi, Kashif Raza & Salem, Sultan & Almulhim, Abdulaziz.I. & Alvarado, Rafael, 2022. "Do natural resources, economic growth, human capital, and urbanization affect the ecological footprint? A modified dynamic ARDL and KRLS approach," Resources Policy, Elsevier, vol. 78(C).
    12. Shu, Xiaoyang & Usman, Muhammad & Ahmad, Paiman & Irfan, Muhammad, 2024. "Analyzing the asymmetric FinTech services under natural resources, and renewable energy in the future environmental performance: New insights from STIRPAT model framework," Resources Policy, Elsevier, vol. 92(C).
    13. Rahman, Mohammad Mafizur & Alam, Khosrul, 2022. "Impact of industrialization and non-renewable energy on environmental pollution in Australia: Do renewable energy and financial development play a mitigating role?," Renewable Energy, Elsevier, vol. 195(C), pages 203-213.
    14. Zhang, Jinjun & Abbasi, Kashif Raza & Hussain, Khadim & Akram, Sabahat & Alvarado, Rafael & Almulhim, Abdulaziz I., 2022. "Another perspective towards energy consumption factors in Pakistan: Fresh policy insights from novel methodological framework," Energy, Elsevier, vol. 249(C).
    15. Doğan, Buhari & Chu, Lan Khanh & Ghosh, Sudeshna & Diep Truong, Huong Hoang & Balsalobre-Lorente, Daniel, 2022. "How environmental taxes and carbon emissions are related in the G7 economies?," Renewable Energy, Elsevier, vol. 187(C), pages 645-656.
    16. Long, Han & Prasad, Biman & Krishna, Victor & Tang, Kai & Chang, Chun-Ping, 2024. "Understanding the key determinants of Fiji's renewable energy," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 1144-1157.
    17. Aamir Javed & Mahjabeen Usman & Nabila Abid & Agnese Rapposelli, 2025. "Unveiling the impact of geopolitical risk, climate policy uncertainty, environmental policy stringency, and financial efficiency on renewable energy investment in the USA: Evidence from novel dynamic simulated ARDL approach," Post-Print hal-05235793, HAL.
    18. Abbasi, Kashif Raza & Hussain, Khadim & Redulescu, Magdalena & Ozturk, Ilhan, 2021. "Does natural resources depletion and economic growth achieve the carbon neutrality target of the UK? A way forward towards sustainable development," Resources Policy, Elsevier, vol. 74(C).
    19. Oryani, Bahareh & Koo, Yoonmo & Rezania, Shahabaldin & Shafiee, Afsaneh, 2021. "Investigating the asymmetric impact of energy consumption on reshaping future energy policy and economic growth in Iran using extended Cobb-Douglas production function," Energy, Elsevier, vol. 216(C).
    20. Shrestha, Anil & Mustafa, Andy Ali & Htike, Myo Myo & You, Vithyea & Kakinaka, Makoto, 2022. "Evolution of energy mix in emerging countries: Modern renewable energy, traditional renewable energy, and non-renewable energy," Renewable Energy, Elsevier, vol. 199(C), pages 419-432.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:191:y:2023:i:c:s0040162523002196. 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.