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Impact of digital technologies and financial development on green growth: Role of mineral resources, institutional quality, and human development in South Asia

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  • Yang, Changjin
  • Qi, Huarui
  • Jia, Lijun
  • Wang, Yanjiao
  • Huang, Dan

Abstract

Exploring the interplay between digital technologies, financial development, mineral resources, governance, and human development is imperative for catalyzing green growth. Therefore, this study investigates the interlinkages between these factors from 1990 to 2021 by employing the Cross-Sectional Autoregressive Distributed Lag (CS-ARDL) model, which addresses cross-section dependence and slope heterogeneity. The estimated long-run regression results exhibit a positive and significant impact of digital technologies, human and financial development, and institutional quality on green growth. Yet, the marginal contribution of these variables substantially varied for green growth. Contrarily, mineral resources substantially restrict the green growth potential due to less diversification. Similar results are echoed in the short run but produce a relatively lower coefficient magnitude. Error correction term converges the model with a 40% adjustment rate to maintain the steady-state equilibrium position. The validity of the results was assessed through the Augmented Mean Group. The study outcomes encourage policymakers to stimulate higher education, digital technologies, resource efficiency and institutional governance in an integrated framework.

Suggested Citation

  • Yang, Changjin & Qi, Huarui & Jia, Lijun & Wang, Yanjiao & Huang, Dan, 2024. "Impact of digital technologies and financial development on green growth: Role of mineral resources, institutional quality, and human development in South Asia," Resources Policy, Elsevier, vol. 90(C).
  • Handle: RePEc:eee:jrpoli:v:90:y:2024:i:c:s0301420724000667
    DOI: 10.1016/j.resourpol.2024.104699
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    as
    1. Huang, Yongming & Haseeb, Mohammad & Usman, Muhammad & Ozturk, Ilhan, 2022. "Dynamic association between ICT, renewable energy, economic complexity and ecological footprint: Is there any difference between E-7 (developing) and G-7 (developed) countries?," Technology in Society, Elsevier, vol. 68(C).
    2. Junru Song & Hongcan Zhou & Yanchen Gao & Yongpan Guan, 2022. "Digital Inclusive Finance, Human Capital and Inclusive Green Development—Evidence from China," Sustainability, MDPI, vol. 14(16), pages 1-15, August.
    3. Shahbaz, Muhammad & Khan, Saleheen & Tahir, Mohammad Iqbal, 2013. "The dynamic links between energy consumption, economic growth, financial development and trade in China: Fresh evidence from multivariate framework analysis," Energy Economics, Elsevier, vol. 40(C), pages 8-21.
    4. Li, Na & Wu, Di, 2023. "Nexus between natural resource and economic development: How green innovation and financial inclusion create sustainable growth in BRICS region?," Resources Policy, Elsevier, vol. 85(PA).
    5. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    6. Hsu, Ching-Chi & Chau, Ka Yin & Chien, FengSheng, 2023. "Natural resource volatility and financial development during Covid-19: Implications for economic recovery," Resources Policy, Elsevier, vol. 81(C).
    7. Hashem Pesaran, M. & Yamagata, Takashi, 2008. "Testing slope homogeneity in large panels," Journal of Econometrics, Elsevier, vol. 142(1), pages 50-93, January.
    8. Shen, Zhiyang & Wang, Songkai & Boussemart, Jean-Philippe & Hao, Yu, 2022. "Digital transition and green growth in Chinese agriculture," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    9. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    10. Ang, James B., 2008. "What are the mechanisms linking financial development and economic growth in Malaysia," Economic Modelling, Elsevier, vol. 25(1), pages 38-53, January.
    11. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    12. Isabel Garcia-Sanchez & Beatriz Cuadrado-Ballesteros & Jose Frias-Aceituno, 2013. "Determinants of Government Effectiveness," International Journal of Public Administration, Taylor & Francis Journals, vol. 36(8), pages 567-577.
    13. Galor, Oded & Tsiddon, Daniel, 1997. "The Distribution of Human Capital and Economic Growth," Journal of Economic Growth, Springer, vol. 2(1), pages 93-124, March.
    14. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    15. Jagadish Prasad Bist, 2018. "Financial development and economic growth: Evidence from a panel of 16 African and non-African low-income countries," Cogent Economics & Finance, Taylor & Francis Journals, vol. 6(1), pages 1449780-144, January.
    16. Bernauer, Thomas & Koubi, Vally, 2009. "Effects of political institutions on air quality," Ecological Economics, Elsevier, vol. 68(5), pages 1355-1365, March.
    17. Bichaka Fayissa & Christian Nsiah, 2013. "The impact of governance on economic growth in Africa," Journal of Developing Areas, Tennessee State University, College of Business, vol. 47(1), pages 91-108, January-J.
    18. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    19. Badar Latif & Zeeshan Mahmood & Ong Tze San & Ridzwana Mohd Said & Allah Bakhsh, 2020. "Coercive, Normative and Mimetic Pressures as Drivers of Environmental Management Accounting Adoption," Sustainability, MDPI, vol. 12(11), pages 1-14, June.
    20. Yılmaz BAYAR, 2014. "Financial development and domestic savings in emerging Asian countries," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania / Editura Economica, vol. 0(7(596)), pages 55-66, July.
    21. Ni, Zehua & Yang, Jingyi & Razzaq, Asif, 2022. "How do natural resources, digitalization, and institutional governance contribute to ecological sustainability through load capacity factors in highly resource-consuming economies?," Resources Policy, Elsevier, vol. 79(C).
    22. Nair, Mahendhiran & Arvin, Mak B. & Pradhan, Rudra P. & Bahmani, Sahar, 2021. "Is higher economic growth possible through better institutional quality and a lower carbon footprint? Evidence from developing countries," Renewable Energy, Elsevier, vol. 167(C), pages 132-145.
    23. Samarasinghe, Tharanga, 2018. "Impact of Governance on Economic Growth," MPRA Paper 89834, University Library of Munich, Germany.
    24. 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).
    25. Cheng Jin & Asif Razzaq & Faiza Saleem & Avik Sinha, 2022. "Asymmetric effects of eco-innovation and human capital development in realizing environmental sustainability in China: evidence from quantile ARDL framework," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 4947-4970, December.
    26. repec:agr:journl:v:7(596):y:2014:i:7(596):p:55-66 is not listed on IDEAS
    27. Markus Eberhardt, 2012. "Estimating panel time-series models with heterogeneous slopes," Stata Journal, StataCorp LP, vol. 12(1), pages 61-71, March.
    28. Ly Slesman & Ahmad Zubaidi Baharumshah & Mark E. Wohar, 2015. "Capital Inflows and Economic Growth: Does the Role of Institutions Matter?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 20(3), pages 253-275, July.
    29. Bastida, Leire & Cohen, Jed J. & Kollmann, Andrea & Moya, Ana & Reichl, Johannes, 2019. "Exploring the role of ICT on household behavioural energy efficiency to mitigate global warming," Renewable and Sustainable Energy Reviews, Elsevier, vol. 103(C), pages 455-462.
    30. Fareed, Zeeshan & Rehman, Mubeen Abdur & Adebayo, Tomiwa Sunday & Wang, Yihan & Ahmad, Munir & Shahzad, Farrukh, 2022. "Financial inclusion and the environmental deterioration in Eurozone: The moderating role of innovation activity," Technology in Society, Elsevier, vol. 69(C).
    31. Wang, Mei & Xu, Mi & Ma, Shaojun, 2021. "The effect of the spatial heterogeneity of human capital structure on regional green total factor productivity," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 427-441.
    32. Wolde-Rufael, Yemane, 2009. "Re-examining the financial development and economic growth nexus in Kenya," Economic Modelling, Elsevier, vol. 26(6), pages 1140-1146, November.
    33. Jinxia Wang & Robert Mendelsohn & Ariel Dinar & Jikun Huang & Scott Rozelle & Lijuan Zhang, 2009. "The impact of climate change on China's agriculture," Agricultural Economics, International Association of Agricultural Economists, vol. 40(3), pages 323-337, May.
    34. 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).
    35. 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).
    36. Li, Yi-Wen & Zhang, Wen-Wen & Zhao, Bin & Sharp, Basil & Gu, Yu & Xu, Shi-Chun & Rao, Lan-lan, 2023. "Natural resources and human development: Role of ICT in testing the resource-curse hypothesis in N11 and BRICS countries," Resources Policy, Elsevier, vol. 81(C).
    37. Abdelbary, Islam & Benhin, James, 2019. "Governance, capital and economic growth in the Arab Region," The Quarterly Review of Economics and Finance, Elsevier, vol. 73(C), pages 184-191.
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