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Towards Circular Economy: Unveiling Heterogeneous Effects of Government Policy Stringency, Environmentally Related Innovation, and Human Capital within OECD Countries

Author

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  • Emmanuel Ebo Arthur

    (Faculty of Economics and Administration, University of Pardubice, 53210 Pardubice, Czech Republic)

  • Solomon Gyamfi

    (Faculty of Economics and Administration, University of Pardubice, 53210 Pardubice, Czech Republic)

  • Wolfgang Gerstlberger

    (School of Business and Governance, Tallinn University of Technology, 12616 Tallinn, Estonia)

  • Jan Stejskal

    (Faculty of Economics and Administration, University of Pardubice, 53210 Pardubice, Czech Republic)

  • Viktor Prokop

    (Faculty of Economics and Administration, University of Pardubice, 53210 Pardubice, Czech Republic)

Abstract

With reference to the existing literature, this paper investigates the heterogenous effect on the attainment of circular economy by government policies in the form of government stringency and government financial support, environmentally related innovations, and human capital. The study was carried out in 26 countries of the OECD from 2010–2019 using the Poisson pseudo-maximum likelihood (PPML) model and data from Eurostat and OECD datasets. Indicators for the independent variables were non-market-based stringency, market-based subsidy, gross domestic expenditure on R&D by source of funds, R&D expenditure intramural, national expenditure on environmental protection environmental protection, environmentally related patents with co-inventors, and employees involved in education and training. The results revealed that a significant effect of government stringency in the form of non-market-based stringency, environmental innovation, government financing on R&D, and national expenditure on environmental protection have significant impact on the attainment of circular economy within OECD countries. Surprisingly, there was no significant effect of the market-based subsidy on domestic material consumption (dmc). We conclude that a blend of government policies is the effective means of achieving a circular economy.

Suggested Citation

  • Emmanuel Ebo Arthur & Solomon Gyamfi & Wolfgang Gerstlberger & Jan Stejskal & Viktor Prokop, 2023. "Towards Circular Economy: Unveiling Heterogeneous Effects of Government Policy Stringency, Environmentally Related Innovation, and Human Capital within OECD Countries," Sustainability, MDPI, vol. 15(6), pages 1-18, March.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:6:p:4959-:d:1093783
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    References listed on IDEAS

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    1. Massimiliano Mazzanti & Davide Antonioli & Claudia Ghisetti & Francesco Nicolli, 2016. "Firm Surveys relating Environmental Policies, Environmental Performance and Innovation: Design Challenges and insights from Empirical Application," OECD Environment Working Papers 103, OECD Publishing.
    2. Claudia Ghisetti & Sandro Montresor, 2020. "On the adoption of circular economy practices by small and medium-size enterprises (SMEs): does “financing-as-usual” still matter?," Journal of Evolutionary Economics, Springer, vol. 30(2), pages 559-586, April.
    3. Miguelez, Ernest, 2019. "Collaborative patents and the mobility of knowledge workers," Technovation, Elsevier, vol. 86, pages 62-74.
    4. Md. Abdul Moktadir & Anil Kumar & Syed Mithun Ali & Sanjoy Kumar Paul & Razia Sultana & Jafar Rezaei, 2020. "Critical success factors for a circular economy: Implications for business strategy and the environment," Business Strategy and the Environment, Wiley Blackwell, vol. 29(8), pages 3611-3635, December.
    5. Moundigbaye, Mantobaye & Rea, William S. & Reed, W. Robert, 2018. "Which panel data estimator should I use? A corrigendum and extension," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 12, pages 1-31.
    6. Enrico Maria de Angelis & Marina Di Giacomo & Davide Vannoni, 2019. "Climate Change and Economic Growth: The Role of Environmental Policy Stringency," Sustainability, MDPI, vol. 11(8), pages 1-15, April.
    7. Prokop, Viktor & Hajek, Petr & Stejskal, Jan, 2021. "Configuration Paths to Efficient National Innovation Ecosystems," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    8. Mihail Busu, 2019. "Adopting Circular Economy at the European Union Level and Its Impact on Economic Growth," Social Sciences, MDPI, vol. 8(5), pages 1-12, May.
    9. Faheem Gul Gilal & Zubaida Ashraf & Naeem Gul Gilal & Rukhsana Gul Gilal & Nisar Ahmed Channa, 2019. "Promoting environmental performance through green human resource management practices in higher education institutions: A moderated mediation model," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(6), pages 1579-1590, November.
    10. Cristian Silviu Banacu & Mihail Busu & Raluca Ignat & Carmen Lenuta Trica, 2019. "Entrepreneurial Innovation Impact on Recycling Municipal Waste. A Panel Data Analysis at the EU Level," Sustainability, MDPI, vol. 11(18), pages 1-13, September.
    11. Victor Motta, 2019. "Estimating Poisson pseudo-maximum-likelihood rather than log-linear model of a log-transformed dependent variable," RAUSP Management Journal, Emerald Group Publishing Limited, vol. 54(4), pages 508-518, September.
    12. Jean Andrei & Mihai Mieila & Gheorghe H. Popescu & Elvira Nica & Manole Cristina, 2016. "The Impact and Determinants of Environmental Taxation on Economic Growth Communities in Romania," Energies, MDPI, vol. 9(11), pages 1-11, November.
    13. Usman, Ojonugwa & Alola, Andrew Adewale & Akadiri, Seyi Saint, 2022. "Effects of domestic material consumption, renewable energy, and financial development on environmental sustainability in the EU-28: Evidence from a GMM panel-VAR," Renewable Energy, Elsevier, vol. 184(C), pages 239-251.
    14. Banjo Roxas, 2022. "Eco‐innovations of firms: A longitudinal analysis of the roles of industry norms and proactive environmental strategy," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 515-531, January.
    15. R. De Santis & P. Esposito & C. Jona Lasinio, 2021. "Environmental regulation and productivity growth: Main policy challenges," International Economics, CEPII research center, issue 165, pages 264-277.
    16. Grazia Cecere & Nicoletta Corrocher, 2016. "Stringency of regulation and innovation in waste management: an empirical analysis on EU countries," Industry and Innovation, Taylor & Francis Journals, vol. 23(7), pages 625-646, October.
    17. Xie, Rong-hui & Yuan, Yi-jun & Huang, Jing-jing, 2017. "Different Types of Environmental Regulations and Heterogeneous Influence on “Green” Productivity: Evidence from China," Ecological Economics, Elsevier, vol. 132(C), pages 104-112.
    18. Luca Marrucci & Fabio Iannone & Tiberio Daddi & Fabio Iraldo, 2022. "Antecedents of absorptive capacity in the development of circular economy business models of small and medium enterprises," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 532-544, January.
    19. Salvatore Ercolano & Oriana Romano, 2018. "Spending for the Environment: General Government Expenditure Trends in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(3), pages 1145-1169, August.
    20. Sergio Correia & Paulo Guimarães & Tom Zylkin, 2020. "Fast Poisson estimation with high-dimensional fixed effects," Stata Journal, StataCorp LP, vol. 20(1), pages 95-115, March.
    21. Jana Hojnik & Viktor Prokop & Jan Stejskal, 2022. "R&D as bridge to sustainable development? Case of Czech Republic and Slovenia," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(1), pages 146-160, January.
    22. Olmos, Luis & Ruester, Sophia & Liong, Siok-Jen, 2012. "On the selection of financing instruments to push the development of new technologies: Application to clean energy technologies," Energy Policy, Elsevier, vol. 43(C), pages 252-266.
    23. Du, Kerui & Li, Pengzhen & Yan, Zheming, 2019. "Do green technology innovations contribute to carbon dioxide emission reduction? Empirical evidence from patent data," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 297-303.
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    Cited by:

    1. Carina Pasqualotto & Daniela Callegaro-De-Menezes & Cornelius Stephanus Lodewyk Schutte, 2023. "An Overview and Categorization of the Drivers and Barriers to the Adoption of the Circular Economy: A Systematic Literature Review," Sustainability, MDPI, vol. 15(13), pages 1-24, July.
    2. Shanshan Li & Zhengjun Hu, 2024. "The Impact of the Circular Economy Pilot Policy on Carbon Emissions in Chinese Cities and Its Underlying Mechanisms," Sustainability, MDPI, vol. 16(17), pages 1-25, September.
    3. Renuka Nagpal & Daksh Rana & Nuaim Bashir Mir & Aditya Dwivedi & Deepti Mehrotra, 2024. "Predicting the future trends for circular economy," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 15(10), pages 4905-4922, October.

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