IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v16y2024i16p6846-d1453340.html
   My bibliography  Save this article

Assessing the Interplay of Financial Development, Human Capital, Democracy, and Industry 5.0 in Environmental Dynamics

Author

Listed:
  • Mahvish Muzaffar

    (Department of Economics, The University of Lahore, Lahore 54590, Pakistan)

  • Ghulam Ghouse

    (Department of Economics, The University of Lahore, Lahore 54590, Pakistan)

  • Fahad Abdulrahman Alahmad

    (Department of Management, College of Business Studies, Al-Ardhiya 92400, Kuwait)

Abstract

The anthropogenically induced ecological resource exploitation surpasses the Earth’s regenerative capacity and has resulted in ecological bankruptcy. Conceding that, the United Nations mandates environmental restoration by 2030. Against this backdrop, this study seeks to orchestrate a hybrid framework by modulating the Quintuple Helix Model into an Anthropomorphized Stochastic Quintuple Helix Model (ASQHM). This model introduces human behavior and allows for hypothesis testing. ASQHM stipulates that the propensity of espoused eco-innovation aimed at environmental restoration is contingent upon five composite helices: human capital, democracy, Industry 5.0, media, and pro-environmental human behavior. In addition, financial development has been deemed imperative to facilitate these variables, which were considered stakeholders in this study. To fill gaps in the literature, three variables, namely democracy, Industry 5.0, and pro-environmental human behavior (PEHB), are formed through principal component analysis. This panel data study employs the Generalized Methods of Moments model to compute the ASQHM for developed and less developed countries from 1995 to 2022. The results imply that the first helix (human capital) levitates environmental restoration in developed countries (DCs) but yields the opposite in less developed countries (LDCs). Democracy, Industry 5.0, and information and communication technology helices demonstrate a solicited negative relationship with ecological footprints in both panels, thus supplementing environmental restoration. The fifth helix, PEHB, escalates ecological footprints in DCs; however, it abets environmental restoration in LDCs. The postulated ASQHM “partially” works in DCs and LDCs, rejecting its hypothesized role in the former group while confirming it in the latter group. Astonishingly, DCs fall short of the requisite PEHB (fifth helix), and LDCs do not have the at-par human capital (first helix) to reduce ecological footprints, catalyze eco-innovation, and partake in the environmental restoration process. Despite slight discrepancies in both panels, these findings validate the effectiveness of this hybrid ASQHM as a decisive determinant of environmental restoration. Based on the findings, this study also suggests practical policies.

Suggested Citation

  • Mahvish Muzaffar & Ghulam Ghouse & Fahad Abdulrahman Alahmad, 2024. "Assessing the Interplay of Financial Development, Human Capital, Democracy, and Industry 5.0 in Environmental Dynamics," Sustainability, MDPI, vol. 16(16), pages 1-30, August.
    • Handle: RePEc:gam:jsusta:v:16:y:2024:i:16:p:6846-:d:1453340
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/16/16/6846/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/16/16/6846/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Rehman, Mobeen Ur & Rashid, Mushab, 2017. "Energy consumption to environmental degradation, the growth appetite in SAARC nations," Renewable Energy, Elsevier, vol. 111(C), pages 284-294.
    2. Opoku, Eric Evans Osei & Acheampong, Alex O. & Aluko, Olufemi Adewale, 2024. "Impact of rural-urban energy equality on environmental sustainability and the role of governance," Journal of Policy Modeling, Elsevier, vol. 46(2), pages 304-335.
    3. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    4. Jie Zhang & Shilong Li, 2023. "The Impact of Human Capital on Green Technology Innovation—Moderating Role of Environmental Regulations," IJERPH, MDPI, vol. 20(6), pages 1-19, March.
    5. Fortune Ganda, 2022. "The Environmental Impacts of Human Capital in the BRICS Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(1), pages 611-634, March.
    6. Dumitrescu, Elena-Ivona & Hurlin, Christophe, 2012. "Testing for Granger non-causality in heterogeneous panels," Economic Modelling, Elsevier, vol. 29(4), pages 1450-1460.
    7. York, Richard & Rosa, Eugene A. & Dietz, Thomas, 2003. "STIRPAT, IPAT and ImPACT: analytic tools for unpacking the driving forces of environmental impacts," Ecological Economics, Elsevier, vol. 46(3), pages 351-365, October.
    8. Hazwan Haini, 2021. "Examining the impact of ICT, human capital and carbon emissions: Evidence from the ASEAN economies," International Economics, CEPII research center, issue 166, pages 116-125.
    9. Aytun, Cengiz & Erdogan, Sinan & Pata, Ugur Korkut & Cengiz, Orhan, 2024. "Associating environmental quality, human capital, financial development and technological innovation in 19 middle-income countries: A disaggregated ecological footprint approach," Technology in Society, Elsevier, vol. 76(C).
    10. Zahoor Ahmed & Mahmood Ahmad & Husam Rjoub & Olga A. Kalugina & Nazim Hussain, 2022. "Economic growth, renewable energy consumption, and ecological footprint: Exploring the role of environmental regulations and democracy in sustainable development," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(4), pages 595-605, August.
    11. Clark H. Warner & Marion Fortin & Tessa Melkonian, 2024. "When Are We More Ethical? A Review and Categorization of the Factors Influencing Dual-Process Ethical Decision-Making," Journal of Business Ethics, Springer, vol. 189(4), pages 843-882, February.
    12. Balaguer, Jacint & Cantavella, Manuel, 2018. "The role of education in the Environmental Kuznets Curve. Evidence from Australian data," Energy Economics, Elsevier, vol. 70(C), pages 289-296.
    13. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    14. Dai, Jiapeng & Ahmed, Zahoor & Sinha, Avik & Pata, Ugur Korkut & Alvarado, Rafael, 2023. "Sustainable green electricity, technological innovation, and ecological footprint: Does democratic accountability moderate the nexus?," Utilities Policy, Elsevier, vol. 82(C).
    15. Gouvea, Raul & Kassicieh, Sul & Montoya, M.J.R., 2013. "Using the quadruple helix to design strategies for the green economy," Technological Forecasting and Social Change, Elsevier, vol. 80(2), pages 221-230.
    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. 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).
    2. Lauren Stagnol, 2015. "Designing a corporate bond index on solvency criteria," EconomiX Working Papers 2015-39, University of Paris Nanterre, EconomiX.
    3. Lips, Johannes, 2018. "Debt and the Oil Industry - Analysis on the Firm and Production Level," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181504, Verein für Socialpolitik / German Economic Association.
    4. Ajanaku, B.A. & Collins, A.R., 2021. "Economic growth and deforestation in African countries: Is the environmental Kuznets curve hypothesis applicable?," Forest Policy and Economics, Elsevier, vol. 129(C).
    5. Ding, Guangyuan & Xiong, Yunbiao & Wang, Yashu, 2024. "Moderating effect of digital governance and eco-policy stringency in realizing natural resources-growth nexus: Role of financial development and FDI in G20 countries," Resources Policy, Elsevier, vol. 92(C).
    6. Ghannouchi, Imen, 2023. "Examining the dynamic nexus between industry 4.0 technologies and sustainable economy: New insights from empirical evidence using GMM estimator across 20 OECD nations," Technology in Society, Elsevier, vol. 75(C).
    7. Shao, Shuai & Yang, Lili & Yu, Mingbo & Yu, Mingliang, 2011. "Estimation, characteristics, and determinants of energy-related industrial CO2 emissions in Shanghai (China), 1994-2009," Energy Policy, Elsevier, vol. 39(10), pages 6476-6494, October.
    8. Joan Costa-Font & Cristina Vilaplana-Prieto, 2023. "‘Investing’ in care for old age? An examination of long-term care expenditure dynamics and its spillovers," Empirical Economics, Springer, vol. 64(1), pages 1-30, January.
    9. Appiah, Michael & Li, Mingxing & Sehrish, Saba & Abaji, Emad Eddin, 2023. "Investigating the connections between innovation, natural resource extraction, and environmental pollution in OECD nations; examining the role of capital formation," Resources Policy, Elsevier, vol. 81(C).
    10. Duc Hong Vo & Thang Cong Nguyen & Ngoc Phu Tran & Anh The Vo, 2019. "What Factors Affect Income Inequality and Economic Growth in Middle-Income Countries?," JRFM, MDPI, vol. 12(1), pages 1-12, March.
    11. Dincer, Oguzhan & Gunalp, Burak, 2020. "The effects of federal regulations on corruption in U.S. States," European Journal of Political Economy, Elsevier, vol. 65(C).
    12. Mali Chivakul & Bernhard Kassner, 2019. "Can Consumption Growth in China Keep Up as Investment Slows?," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 61(3), pages 381-412, September.
    13. Kim, Dai-Won & Yu, Jung-Suk & Hassan, M. Kabir, 2018. "Financial inclusion and economic growth in OIC countries," Research in International Business and Finance, Elsevier, vol. 43(C), pages 1-14.
    14. Xiaoxin Ma & Qiang Fu, 2020. "The Influence of Financial Development on Energy Consumption: Worldwide Evidence," IJERPH, MDPI, vol. 17(4), pages 1-15, February.
    15. Nguyen, Canh Phuc & Doytch, Nadia, 2022. "The impact of ICT patents on economic growth: An international evidence," Telecommunications Policy, Elsevier, vol. 46(5).
    16. Tang, Chor Foon & Abosedra, Salah & Naghavi, Navaz, 2021. "Does the quality of institutions and education strengthen the quality of the environment? Evidence from a global perspective," Energy, Elsevier, vol. 218(C).
    17. Fang, Wen Shwo & Miller, Stephen M. & Yeh, Chih-Chuan, 2012. "The effect of ESCOs on energy use," Energy Policy, Elsevier, vol. 51(C), pages 558-568.
    18. Al-Jahwari, Salim Ahmed Said, 2021. "Does the Twin-Deficits doctrine apply to the Gulf Cooperation Council? A dynamic panel VAR-X model approach," MPRA Paper 111232, University Library of Munich, Germany.
    19. Jeanjean, François & Houngbonon, Georges Vivien, 2017. "Market structure and investment in the mobile industry," Information Economics and Policy, Elsevier, vol. 38(C), pages 12-22.
    20. Charles Shaaba Saba & Nicholas Ngepah, 2019. "Military expenditure and economic growth: evidence from a heterogeneous panel of African countries," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 32(1), pages 3586-3606, January.

    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:gam:jsusta:v:16:y:2024:i:16:p:6846-:d:1453340. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.