Yusuf, N. & Lytras, M. D. Competitive Sustainability of Saudi Companies through Digitalization and the Circular Carbon Economy Model: A Bold Contribution to the Vision 2030 Agenda in Saudi Arabia. Sustainability (Switzerland) https://doi.org/10.3390/su15032616 (2023)
Tauseef Hassan, S., Wang, P., Khan, I. & Zhu, B. The impact of economic complexity, technology advancements, and nuclear energy consumption on the ecological footprint of the USA: Towards circular economy initiatives. Gondwana Research https://doi.org/10.1016/j.gr.2022.11.001 (2023)
Garrido-Prada, P., Lenihan, H., Doran, J., Rammer, C. & Perez-Alaniz, M. Driving the circular economy through public environmental and energy R&D: Evidence from SMEs in the European Union. Ecol. Econ. 182, 106884 (2021).
Google Scholar
Karmaker, C. L., Aziz, R. A., Ahmed, T., Misbauddin, S. M. & Moktadir, M. A. Impact of industry 4.0 technologies on sustainable supply chain performance: The mediating role of green supply chain management practices and circular economy. J Clean Prod 419, 138249 (2023).
Google Scholar
Kurniawan, T. A. et al. Challenges and opportunities for biochar to promote circular economy and carbon neutrality. J Environ Manage https://doi.org/10.1016/j.jenvman.2023.117429 (2023).
Google Scholar
Appolloni, A., Chiappetta Jabbour, C. J., D’Adamo, I., Gastaldi, M. & Settembre-Blundo, D. Green recovery in the mature manufacturing industry: The role of the green-circular premium and sustainability certification in innovative efforts. Ecol. Econ. 193, 107311 (2022).
Google Scholar
de Morais, L. H. L., Pinto, D. C. & Cruz-Jesus, F. Circular economy engagement: Altruism, status, and cultural orientation as drivers for sustainable consumption. Sustain Prod Consum 27, 523–533 (2021).
Google Scholar
Larrinaga, C. & Garcia-Torea, N. An ecological critique of accounting: The circular economy and COVID-19. Critical Perspectives on Accounting 82, (2022).
Khan, I. S., Ahmad, M. O. & Majava, J. Industry 4.0 and sustainable development: A systematic mapping of triple bottom line, Circular Economy and Sustainable Business Models perspectives. J. Cleaner Prod. https://doi.org/10.1016/j.jclepro.2021.126655 (2021).
Google Scholar
Kurniawan, T. A. et al. A societal transition of MSW management in Xiamen (China) toward a circular economy through integrated waste recycling and technological digitization. Environ. Pollut. 277, 116741 (2021).
Google Scholar
Hasan, M. M. & Du, F. Nexus between green financial development, green technological innovation and environmental regulation in China. Renew Energy 204, 218–228 (2023).
Google Scholar
Anwer, S. & Hyder, M. Navigating sustainable innovation: exploring the interplay between workplace happiness and the dynamics of leadership, empowerment and organizational culture in the context of green management and circular economy. Asian Bulletin Green Manag. Circular Econ. 4, 44–61 (2024).
Google Scholar
Khan, F. & Ali, Y. A facilitating framework for a developing country to adopt smart waste management in the context of circular economy. Environ. Sci. Pollut. Res. 29, 26336–26351 (2022).
Google Scholar
Rodríguez-Espíndola, O. et al. The role of circular economy principles and sustainable-oriented innovation to enhance social, economic and environmental performance: Evidence from Mexican SMEs. Int J Prod Econ 248, 108495 (2022).
Google Scholar
Ghufran, M. et al. Circular Economy in the Construction Industry: A Step towards Sustainable Development. Buildings 12, (2022).
UNEP Annual Report. https://www.unep.org/annualreport/2023.
Hasan, M. M. & Du, F. The role of foreign trade and technology innovation on economic recovery in China: The mediating role of natural resources development. Resour. Policy 80, 103121 (2023).
Google Scholar
Husgafvel, R., Linkosalmi, L., Sakaguchi, D. & Hughes, M. How to advance sustainable and circular economy-oriented public procurement—A review of the operational environment and a case study from the Kymenlaakso region in Finland. in Circular Economy and Sustainability (eds. Stefanakis, A. & Nikolaou, I.) 227–277 (Elsevier, 2022). https://doi.org/10.1016/b978-0-12-819817-9.00015-6.
Yousaf Raza, M., Hasan, M. M. & Chen, Y. Role of economic growth, urbanization and energy consumption on climate change in Bangladesh. Energ. Strat. Rev. 47, 101088 (2023).
Google Scholar
Shashi Centobelli, P., Cerchione, R. & Mittal, A. Managing sustainability in luxury industry to pursue circular economy strategies. Bus. Strategy Environ. 30, 432–462 (2021).
Google Scholar
Centobelli, P., Cerchione, R., Esposito, E. & Passaro, R. Determinants of the transition towards circular economy in SMEs: A sustainable supply chain management perspective. Int J Prod Econ 242, 108297 (2021).
Google Scholar
Niwalkar, A. et al. Circular economy based approach for green energy transitions and climate change benefits. Proceedings of the Indian National Science Academy https://doi.org/10.1007/s43538-022-00137-7 (2023)
Singh, S. P., Sajnani, M. & Arora, G. K. Tourism Industry and Circular Economy: Deep Interlinkages. Prabandhan: Indian J. Manag. 16, (2023).
Hao, S. et al. A circular economy approach to green energy: Wind turbine, waste, and material recovery. Sci. Total Environ. 702, (2020).
Su, C. & Urban, F. Circular economy for clean energy transitions: A new opportunity under the COVID-19 pandemic. Appl Energy 289, 116666 (2021).
Google Scholar
Cheng, Y., Masukujjaman, M., Sobhani, F. A., Hamayun, M. & Alam, S. S. Green Logistics, Green Human Capital, and Circular Economy: The Mediating Role of Sustainable Production. Sustainability. 15, 1045 (2023).
Google Scholar
Kristensen, H. S., Mosgaard, M. A. & Remmen, A. Circular public procurement practices in Danish municipalities. J Clean Prod 281, 124962 (2021).
Google Scholar
Bag, S., Pretorius, J. H. C., Gupta, S. & Dwivedi, Y. K. Role of institutional pressures and resources in the adoption of big data analytics powered artificial intelligence, sustainable manufacturing practices and circular economy capabilities. Technol Forecast Soc Change 163, 120420 (2021).
Google Scholar
Schöggl, J. P., Rusch, M., Stumpf, L. & Baumgartner, R. J. Implementation of digital technologies for a circular economy and sustainability management in the manufacturing sector. Sustain Prod Consum 35, 401–420 (2023).
Google Scholar
Patra, S. P., Wankhede, V. A. & Agrawal, R. Circular economy practices in supply chain finance: a state-of-the-art review. Benchmarking 31, 2197–2216 (2023).
Google Scholar
Alkhuzaim, L., Zhu, Q. & Sarkis, J. Evaluating Emergy Analysis at the Nexus of Circular Economy and Sustainable Supply Chain Management. Sustain Prod Consum 25, 413–424 (2021).
Google Scholar
Ding, L. li, Lei, L., Wang, L. & Zhang, L. fu. Assessing industrial circular economy performance and its dynamic evolution: An extended Malmquist index based on cooperative game network DEA. Science of the Total Environment. 731, (2020).
Agyabeng-Mensah, Y., Baah, C. & Afum, E. Do the roles of green supply chain learning, green employee creativity, and green organizational citizenship behavior really matter in circular supply chain performance?. J. Environ. Planning Manage. 67, 609–631 (2024).
Google Scholar
Qamruzzaman, M. & Qamruzzaman, M. Nexus between environmental innovation, energy efficiency and environmental sustainability in the lower-income economy. https://gsconlinepress.com/journals/gscarr/sites/default/files/GSCARR-2022-0190.pdf 12, 068–083 (2022).
Wei, R., Ayub, B. & Dagar, V. Environmental Benefits From Carbon Tax in the Chinese Carbon Market: A Roadmap to Energy Efficiency in the Post-COVID-19 Era. Front Energy Res 10, 1–11 (2022).
Google Scholar
Zhu, H. et al. The Role of Government Innovation Support in the Process of Urban Green Sustainable Development: A Spatial Difference-in-Difference Analysis Based on China&rsquos Innovative City Pilot Policy. Int. J. Environ. Res. Public Health. 19, 7860 (2022).
Google Scholar
Ahmad, M., Iram, K. & Jabeen, G. Perception-based influence factors of intention to adopt COVID-19 epidemic prevention in China. Environ Res 190, 109995 (2020).
Google Scholar
Hang, Y., Sarfraz, M., Khalid, R., Ozturk, I. & Tariq, J. Does corporate social responsibility and green product innovation boost organizational performance? a moderated mediation model of competitive advantage and green trust. http://www.tandfonline.com/action/authorSubmission?journalCode=rero20&page=instructions 35, 5379–5399 (2022).
Raihan, A. Economy-energy-environment nexus: The role of information and communication technology towards green development in Malaysia. Innovation and Green Dev. 2, 100085 (2023).
Google Scholar
Evidence from developed economies. Bashir, M. F., MA, B., Bashir, M. A., Radulescu, M. & Shahzad, U. Investigating the role of environmental taxes and regulations for renewable energy consumption. Econ. Res.-Ekonomska Istrazivanja 35, 1262–1284 (2022).
Google Scholar
Wang, W. et al. Digital economy sectors are key CO2 transmission centers in the economic system. J. Clean Prod. https://doi.org/10.1016/j.jclepro.2023.136873 (2023).
Google Scholar
Hou, K. & Waqas, M. Assess the Economic and Environmental Impacts of the Energy Transition in Selected Asian Economies. Energies 17, 5103 (2024).
Google Scholar
Yu, Z., Khan, S. A. R. & Umar, M. Circular economy practices and industry 4.0 technologies: A strategic move of automobile industry. Bus Strategy Environ https://doi.org/10.1002/bse.2918 (2021)
Bjuhr, S., Leijonhufvud, E. & Guyader, H. You can call me Hal : The Impact of Humaneness in Artificial Intelligence on Customer Satisfaction Within the Context of Customer Service. (2024).
Yadav, V., Verma, P. & Katiyar, V. Long short term memory (LSTM) model for sentiment analysis in social data for e-commerce products reviews in Hindi languages. Int. J. Inform. Technol. (Singapore) 15, 759–772 (2023).
Google Scholar
Yu, Z., Khan, S. A. R. & Umar, M. Circular economy practices and industry 4.0 technologies: A strategic move of automobile industry. Bus. Strategy Environ. 31, 796–809 (2022).
Google Scholar
Wei, L. Y. & Liu, Z. Air pollution and innovation performance of Chinese cities: human capital and labour cost perspective. Environ. Sci. Pollution Res. 45(29), 67997–68015 (2022).
Google Scholar
Luo, J., Zhang, Y. & Waqas, M. Assessing green innovation, energy transition and natural resources abundance for sustainable footprint in Paris club. Sci. Rep. 15, 1–17 (2025).
Google Scholar
Erdiwansyah, et al. A critical review of the integration of renewable energy sources with various technologies. Protection Control Modern Power Syst. 6, 1–18 (2021).
Google Scholar
Rajendran, S. Customer satisfaction with the chatbot service: A study on HDFC Bank of India. Preprint at (2024).
Agnihotri, A. & Bhattacharya, S. Chatbots’ effectiveness in service recovery. Int J Inf Manage 76, 102679 (2024).
Google Scholar
Sulich, A. & Sołoducho-Pelc, L. The circular economy and the Green Jobs creation. Environmental Science and Pollution Research 1–17 (2021) https://doi.org/10.1007/S11356-021-16562-Y/TABLES/9.
Obeidat, S. M., Abdalla, S. & Al Bakri, A. A. K. (2023) Integrating green human resource management and circular economy to enhance sustainable performance: an empirical study from the Qatari service sector. Employee Relations 45, 535–563
Karthiga, R., Kaur, R., Natarajan, S. & Paul, D. (No Title). 76, (2024).
Nassani, A. A., Isac, N., Rosak-Szyrocka, J., Yousaf, Z. & Haffar, M. Institutional Pressures and Circular Economy Target Performance: Are Zero Waste Practices and Enviropreneurship Worth Pursuing? Sustainability 2023, Vol. 15, Page 2952 15, 2952 (2023).
Rehman Khan, S. A. et al. The role of block chain technology in circular economy practices to improve organisational performance. International Journal of Logistics Research and Applications (2021) https://doi.org/10.1080/13675567.2021.1872512
Vanhercke, B., Ghailani, D., Sabato, S. & Koch, M. Social Policy in the European Union: State of Play 2018. Facing the Pandemic. (2021).
Pesaran, M. H. Testing Weak Cross-Sectional Dependence in Large Panels. Econom Rev 34, 1089–1117 (2015).
Google Scholar
Baltagi, B. H., Feng, Q. & Kao, C. A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model. J Econom 170, 164–177 (2012).
Google Scholar
Pacheco-Velázquez, E. A., Vázquez-Parra, J. C., Cruz-Sandoval, M., Salinas-Navarro, D. E. & Carlos-Arroyo, M. Business Decision-Making and Complex Thinking: A Bibliometric Study. Administrative Sci. 13, 80 (2023).
Google Scholar
Westerlund, J. Testing for Error Correction in Panel Data*. Oxf Bull Econ Stat 69, 709–748 (2007).
Google Scholar
Li, M. et al. How Does Energy Efficiency Mitigate Carbon Emissions Without Reducing Economic Growth in Post COVID-19 Era. Front Energy Res 10, 1–14 (2022).
Google Scholar
Naor, M., Pinto, G. D., Davidov, P., Benaroch, J. & Kivel, A. Inclusion of Ultra-Orthodox Students in Higher Education: A Case Study about Women Seminary in the Engineering College of Jerusalem. Education Sci. 12, 102 (2022).
Google Scholar
Le Quéré, C. et al. Temporary reduction in daily global CO2 emissions during the COVID-19 forced confinement. Nat. Clim. Chang. 10, 647–653 (2020).
Google Scholar
Wang, L., Wang, Y., Sun, Y., Han, K. & Chen, Y. Financial inclusion and green economic efficiency : evidence from China. J. Environ. Planning Manage. 65, 240–271 (2022).
Google Scholar
Wen, Y. et al. The dynamic effect of information and communication technology and renewable energy on CO2 emission: Fresh evidence from panel quantile regression. Front. Environ. Sci. 10, 953035 (2022).
Google Scholar
Zhang, S., Anser, M. K., Yao-Ping Peng, M. & Chen, C. Visualizing the sustainable development goals and natural resource utilization for green economic recovery after COVID-19 pandemic. Resources Policy 80, (2023).
Kura, B. Eid:Determinants of E-Commerce Customer Satisfaction, Trust, and Loyalty in Saudi Arabia. J. Electron. Commer. Res. 12, 78–93 (2011).
Google Scholar
Melese, K. B., Heiyo Belda, T., Tsolakis, N. & Achillas, C. Determinants of Tourism Product Development in Southeast Ethiopia: Marketing Perspectives. Sustainability. 13, 13263 (2021).
Google Scholar
Moya, D., Aldás, C., López, G. & Kaparaju, P. Municipal solid waste as a valuable renewable energy resource: A worldwide opportunity of energy recovery by using Waste-To-Energy Technologies. Energy Procedia 134, 286–295 (2017).
Google Scholar
Ma, Q., Khan, Z., Tariq, M., IŞik, H. & Rjoub, H. Sustainable digital economy and trade adjusted carbon emissions: Evidence from China’s provincial data. 35, 5469–5485 (2022).
Stanislavská, L. K., Pilař, L., Margarisová, K. & Kvasnička, R. Corporate social responsibility and social media: Comparison between developing and developed countries. Sustainability (Switzerland) 12, (2020).
Viano, C., Avanzo, S., Boella, G., Schifanella, C. & Giorgino, V. Civic Blockchain: Making blockchains accessible for social collaborative economies. J. Responsible Technol. 15, 100066 (2023).
Google Scholar
Javornik, A. et al. Computers in Human Behavior ‘ What lies behind the filter ? ’ Uncovering the motivations for using augmented reality ( AR ) face filters on social media and their effect on. Comput Human Behav 128, 107126 (2022).
Google Scholar
Rosak-Szyrocka, J. et al. Employee perception of CSR and its effects on the company’s image. Production Eng. Archives 28, 210–216 (2022).
Google Scholar
Rafique, A., Quddoos, M. U., Ali, S., Aslam, F. & Ahmad, M. Monetary policy transmission: Balance sheet channel and investment behavior of firms in Pakistan. Econ. J. Emerging Markets 13, 1–12 (2021).
Google Scholar
Issatayeva, F. M. et al. (2023) Fuel and Energy Complex of Kazakhstan: Geological and Economic Assessment of Enterprises in the Context of Digital Transformation. Energies (Basel) https://doi.org/10.3390/en16166002
Rasheed, N., Khan, D. & Magda, R. The influence of institutional quality on environmental efficiency of energy consumption in BRICS countries. Front Energy Res 10, 943771 (2022).
Google Scholar
Sulich, A. et al. Management Styles and Decision-Making: Pro-Ecological Strategy Approach. Sustainability. 13, 1604 (2021).
Google Scholar
Tong, D., Chu, J., Han, Q. & Liu, X. How Land Finance Drives Urban Expansion under Fiscal Pressure: Evidence from Chinese Cities. Land. 11, 253 (2022).
Google Scholar
Obi, P. & Ogbeide, G.-C. The Mediating Effects of Implied Volatility and Exchange Rate on the US Tourism-Growth Nexus. J. Risk and Financial Manag. 15, 112 (2022).
Google Scholar
Luo, J., Zhuo, W. & Xu, B. The bigger, the better? Optimal NGO size of human resources and governance quality of entrepreneurship in circular economy. Management Decision ahead-of-print, (2023).
Alola, A. A. & Adebayo, T. S. Analysing the waste management, industrial and agriculture greenhouse gas emissions of biomass, fossil fuel, and metallic ores utilization in Iceland. Sci. Total Environ. 887, 164115 (2023).
Google Scholar
Hartley, K., van Santen, R. & Kirchherr, J. Policies for transitioning towards a circular economy: Expectations from the European Union (EU). Resour Conserv Recycl 155, 104634 (2020).
Google Scholar
Khan, S. A. R. et al. Technological Innovation and Circular Economy Practices: Business Strategies to Mitigate the Effects of COVID-19. Sustainability. 13, 8479 (2021).
Google Scholar
Yang, B., Zhang, Z. & Wu, H. Detection and attribution of changes in agricultural eco-efficiency within rapid urbanized areas: A case study in the Urban agglomeration in the middle Reaches of Yangtze River. China. Ecol Indic 144, 109533 (2022).
Google Scholar
Bui, D. T. Transmission channels between financial development and CO2 emissions: A global perspective. Heliyon 6, e05509 (2020).
Google Scholar
Jeanne, L., Bourdin, S., Nadou, F. & Noiret, G. Economic globalization and the COVID-19 pandemic: global spread and inequalities. GeoJournal 88, 1181–1188 (2023).
Google Scholar
Guo, B. et al. The effects of environmental tax reform on urban air pollution: A quasi-natural experiment based on the Environmental Protection Tax Law. Front Public Health 10, 967524 (2022).
Google Scholar
Tsimisaraka, R. S. M. et al. Impact of Financial Inclusion, Globalization, Renewable Energy, ICT, and Economic Growth on CO2 Emission in OBOR Countries. Sustainability. 15, 6534 (2023).
Google Scholar
Asenahabi, B. M. Qualitative research, Mixed method research. International Journal of Contemporary Applied Researches 6, (2019).
Slorach, P. C., Jeswani, H. K., Cuéllar-Franca, R. & Azapagic, A. Environmental sustainability in the food-energy-water-health nexus: A new methodology and an application to food waste in a circular economy. Waste Manage. 113, 359–368 (2020).
Google Scholar
Shipalana, P. Green Finance Mechanisms in Developing Countries : Emerging Practice. Covid-19 Macroeconomic Policy Responses in Africa 2, 1–19 (2020).
IEA. IEA – International Energy Agency. https://www.iea.org/ (2024).