IDEAS home Printed from https://ideas.repec.org/a/kap/fmktpm/v38y2024i1d10.1007_s11408-023-00439-w.html
   My bibliography  Save this article

Evaluating the influence of financial technology (FinTech) on sustainable finance: a comprehensive global analysis

Author

Listed:
  • Muhammad Kashif

    (Huazhong University of Science and Technology (HUST))

  • Chen Pinglu

    (Huazhong University of Science and Technology (HUST))

  • Saif Ullah

    (Ziauddin University)

  • Mubasher Zaman

    (Huazhong University of Science and Technology (HUST))

Abstract

This paper aims to investigate the influence of financial technology (FinTech) on sustainable finance. The sample for this study spans from 2010 to 2021, encompassing data from 89 countries. The study employed a two-stage least-square regression approach with the instrumental variables and confirmed the findings using a two-step system generalized method of moments. The findings show that FinTech has a significant favorable impact on sustainable finance. Other factors such as institutional quality, socioeconomic condition, and renewable energy have a significant and beneficial influence on the trajectory of sustainable finance, except the impact of globalization, which is positive but insignificant. Furthermore, FinTech is crucial to driving the transition toward a sustainable future distinguished by a lower carbon economy. The study found that FinTech has extensive application across various sectors of sustainable finance and has substantial potential to create long-term positive effects in this regard. FinTech can further integrate with other technologies to facilitate diversified growth in sustainable finance. Additionally, this study highlights FinTech-related trends and research opportunities in sustainable finance, demonstrating how they can help each other advance worldwide with significant policy implications for countries seeking to advance sustainable finance through technology.

Suggested Citation

  • Muhammad Kashif & Chen Pinglu & Saif Ullah & Mubasher Zaman, 2024. "Evaluating the influence of financial technology (FinTech) on sustainable finance: a comprehensive global analysis," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 38(1), pages 123-155, March.
    • Handle: RePEc:kap:fmktpm:v:38:y:2024:i:1:d:10.1007_s11408-023-00439-w
    DOI: 10.1007/s11408-023-00439-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11408-023-00439-w
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11408-023-00439-w?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Yang, Yuxue & Su, Xiang & Yao, Shuangliang, 2021. "Nexus between green finance, fintech, and high-quality economic development: Empirical evidence from China," Resources Policy, Elsevier, vol. 74(C).
    2. Quatrini, Simone, 2021. "Challenges and opportunities to scale up sustainable finance after the COVID-19 crisis: Lessons and promising innovations from science and practice," Ecosystem Services, Elsevier, vol. 48(C).
    3. Alfred Hannig & Stefan Jansen, 2010. "Financial Inclusion and Financial Stability : Current Policy Issues," Finance Working Papers 23124, East Asian Bureau of Economic Research.
    4. Kenneth Bollen, 1996. "An alternative two stage least squares (2SLS) estimator for latent variable equations," Psychometrika, Springer;The Psychometric Society, vol. 61(1), pages 109-121, March.
    5. Suborna Barua & Micol Chiesa, 2019. "Sustainable financing practices through green bonds: What affects the funding size?," Business Strategy and the Environment, Wiley Blackwell, vol. 28(6), pages 1131-1147, September.
    6. Muntasir Murshed & Rizwan Ahmed & Chamaiporn Kumpamool & Mohga Bassim & Mohamed Elheddad, 2021. "The effects of regional trade integration and renewable energy transition on environmental quality: Evidence from South Asian neighbors," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 4154-4170, December.
    7. Li, Qingtao & Sharif, Arshian & Razzaq, Asif & Yu, Yangyu, 2022. "Do climate technology, financialization, and sustainable finance impede environmental challenges? Evidence from G10 economies," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    8. Felipe Arias Fogliano de Souza Cunha & Erick Meira & Renato J. Orsato, 2021. "Sustainable finance and investment: Review and research agenda," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3821-3838, December.
    9. Jünger, Moritz & Mietzner, Mark, 2020. "Banking goes digital: The adoption of FinTech services by German households," Finance Research Letters, Elsevier, vol. 34(C).
    10. Shahbaz, Muhammad & Trabelsi, Nader & Tiwari, Aviral Kumar & Abakah, Emmanuel Joel Aikins & Jiao, Zhilun, 2021. "Relationship between green investments, energy markets, and stock markets in the aftermath of the global financial crisis," Energy Economics, Elsevier, vol. 104(C).
    11. Sanjaya Kumar Lenka & Rajesh Barik, 2018. "Has expansion of mobile phone and internet use spurred financial inclusion in the SAARC countries?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 4(1), pages 1-19, December.
    12. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    13. Zhou, Guangyou & Zhu, Jieyu & Luo, Sumei, 2022. "The impact of fintech innovation on green growth in China: Mediating effect of green finance," Ecological Economics, Elsevier, vol. 193(C).
    14. Erik Feyen & Jon Frost & Leonardo Gambacorta & Harish Natarajan & Matthew Saal, 2021. "Fintech and the digital transformation of financial services: implications for market structure and public policy," BIS Papers, Bank for International Settlements, number 117.
    15. Josué Banga, 2019. "The green bond market: a potential source of climate finance for developing countries," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 9(1), pages 17-32, January.
    16. Emanuele Campiglio & Yannis Dafermos & Pierre Monnin & Josh Ryan-Collins & Guido Schotten & Misa Tanaka, 2018. "Climate change challenges for central banks and financial regulators," Nature Climate Change, Nature, vol. 8(6), pages 462-468, June.
    17. Anastasia Semykina & Jeffrey M. Wooldridge, 2013. "Estimation of dynamic panel data models with sample selection," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(1), pages 47-61, January.
    18. Irfan, Muhammad & Razzaq, Asif & Sharif, Arshian & Yang, Xiaodong, 2022. "Influence mechanism between green finance and green innovation: Exploring regional policy intervention effects in China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    19. Dutta, Pankaj & Choi, Tsan-Ming & Somani, Surabhi & Butala, Richa, 2020. "Blockchain technology in supply chain operations: Applications, challenges and research opportunities," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 142(C).
    20. Steve Evans & Doroteya Vladimirova & Maria Holgado & Kirsten Van Fossen & Miying Yang & Elisabete A. Silva & Claire Y. Barlow, 2017. "Business Model Innovation for Sustainability: Towards a Unified Perspective for Creation of Sustainable Business Models," Business Strategy and the Environment, Wiley Blackwell, vol. 26(5), pages 597-608, July.
    21. Kemfert, Claudia & Schmalz, Sophie, 2019. "Sustainable Finance: Political Challenges of Development and Implementation of Framework Conditions," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 1(3), pages 237-248.
    22. Christoph S. Weber, 2018. "Central bank transparency and inflation (volatility) – new evidence," International Economics and Economic Policy, Springer, vol. 15(1), pages 21-67, January.
    23. Pasquale Marcello Falcone, 2020. "Environmental regulation and green investments: the role of green finance," International Journal of Green Economics, Inderscience Enterprises Ltd, vol. 14(2), pages 159-173.
    24. Jeffrey M. Wooldridge, 2011. "Fractional response models with endogeneous explanatory variables and heterogeneity," CHI11 Stata Conference 12, Stata Users Group.
    25. Matarazzo, Michela & Penco, Lara & Profumo, Giorgia & Quaglia, Roberto, 2021. "Digital transformation and customer value creation in Made in Italy SMEs: A dynamic capabilities perspective," Journal of Business Research, Elsevier, vol. 123(C), pages 642-656.
    26. Rahman, Mohammad Mafizur & Velayutham, Eswaran, 2020. "Renewable and non-renewable energy consumption-economic growth nexus: New evidence from South Asia," Renewable Energy, Elsevier, vol. 147(P1), pages 399-408.
    27. Adele Parmentola & Antonella Petrillo & Ilaria Tutore & Fabio De Felice, 2022. "Is blockchain able to enhance environmental sustainability? A systematic review and research agenda from the perspective of Sustainable Development Goals (SDGs)," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 194-217, January.
    28. Gnègnè, Yacouba, 2009. "Adjusted net saving and welfare change," Ecological Economics, Elsevier, vol. 68(4), pages 1127-1139, February.
    29. Wang, Qiang & Wang, Lili, 2020. "Renewable energy consumption and economic growth in OECD countries: A nonlinear panel data analysis," Energy, Elsevier, vol. 207(C).
    30. Sharma, Gagan Deep & Verma, Mahesh & Shahbaz, Muhammad & Gupta, Mansi & Chopra, Ritika, 2022. "Transitioning green finance from theory to practice for renewable energy development," Renewable Energy, Elsevier, vol. 195(C), pages 554-565.
    31. Miguel Morales & Dairo Estrada, 2010. "A financial stability index for Colombia," Annals of Finance, Springer, vol. 6(4), pages 555-581, October.
    32. Josué Banga, 2019. "The green bond market : a potential source of climate finance for developing countries," Post-Print halshs-01841868, HAL.
    33. Lili Jiang & Hui Wang & Aihua Tong & Zhifei Hu & Hongjun Duan & Xiaolei Zhang & Yifeng Wang, 2020. "The Measurement of Green Finance Development Index and Its Poverty Reduction Effect: Dynamic Panel Analysis Based on Improved Entropy Method," Discrete Dynamics in Nature and Society, Hindawi, vol. 2020, pages 1-13, December.
    34. James J. Heckman, 1999. "Instrumental Variables: Response to Angrist and Imbens," Journal of Human Resources, University of Wisconsin Press, vol. 34(4), pages 828-837.
    35. Kumar, Aalok & Anbanandam, Ramesh, 2022. "Assessment of environmental and social sustainability performance of the freight transportation industry: An index-based approach," Transport Policy, Elsevier, vol. 124(C), pages 43-60.
    36. 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.
    37. Shujie Yao, 2006. "On economic growth, FDI and exports in China," Applied Economics, Taylor & Francis Journals, vol. 38(3), pages 339-351.
    38. Cristina Chueca Vergara & Luis Ferruz Agudo, 2021. "Fintech and Sustainability: Do They Affect Each Other?," Sustainability, MDPI, vol. 13(13), pages 1-19, June.
    39. Awan, Usama & Shamim, Saqib & Khan, Zaheer & Zia, Najam Ul & Shariq, Syed Muhammad & Khan, Muhammad Naveed, 2021. "Big data analytics capability and decision-making: The role of data-driven insight on circular economy performance," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    40. Ron Johnston & Kelvyn Jones & David Manley, 2018. "Confounding and collinearity in regression analysis: a cautionary tale and an alternative procedure, illustrated by studies of British voting behaviour," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(4), pages 1957-1976, July.
    41. Chen, Wei & Zou, Wandan & Zhong, Kaiyang & Aliyeva, Alina, 2023. "Machine learning assessment under the development of green technology innovation: A perspective of energy transition," Renewable Energy, Elsevier, vol. 214(C), pages 65-73.
    42. Christian Haddad & Lars Hornuf, 2019. "The emergence of the global fintech market: economic and technological determinants," Small Business Economics, Springer, vol. 53(1), pages 81-105, June.
    43. Hannig, Alfred & Jansen, Stefan, 2010. "Financial Inclusion and Financial Stability: Current Policy Issues," ADBI Working Papers 259, Asian Development Bank Institute.
    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. Qadri, Hussain Mohi ud Din & Ali, Hassnian & Abideen, Zain ul & Jafar, Ahmad, 2024. "Mapping the Evolution of Green Finance Research and Development in Emerging Green Economies," Resources Policy, Elsevier, vol. 91(C).
    2. Zhang, Hui & Fahlevi, Mochammad & Aljuaid, Mohammed & Beşer, Nazife Özge & Cabas, Meral & lominchar, Jose, 2024. "A machine learning and quantile analysis of FINTECH and resource efficiency in achieving sustainable development in OECD countries," Resources Policy, Elsevier, vol. 92(C).
    3. Xiaowen Xie, 2023. "Analyzing the Impact of Digital Inclusive Finance on Poverty Reduction: A Study Based on System GMM in China," Sustainability, MDPI, vol. 15(18), pages 1-20, September.
    4. Yussif Issaka Jajah & Ebenezer B. Anarfo & Felix K. Aveh, 2022. "Financial inclusion and bank profitability in Sub‐Saharan Africa," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 32-44, January.
    5. Ren, Yi-Shuai & Ma, Chao-Qun & Chen, Xun-Qi & Lei, Yu-Tian & Wang, Yi-Ran, 2023. "Sustainable finance and blockchain: A systematic review and research agenda," Research in International Business and Finance, Elsevier, vol. 64(C).
    6. Adugna, Hailu, 2024. "Fintech dividend: How would digital financial services impact income inequality across countries?," Technology in Society, Elsevier, vol. 77(C).
    7. Razzaq, Asif & Sharif, Arshian & Ozturk, Ilhan & Skare, Marinko, 2023. "Asymmetric influence of digital finance, and renewable energy technology innovation on green growth in China," Renewable Energy, Elsevier, vol. 202(C), pages 310-319.
    8. Ahamed, M. Mostak & Mallick, Sushanta K., 2019. "Is financial inclusion good for bank stability? International evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 403-427.
    9. Sai Ding & John Knight, 2011. "Why has China Grown So Fast? The Role of Physical and Human Capital Formation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 73(2), pages 141-174, April.
    10. Emon Kalyan Chowdhury & Rupam Chowdhury, 2024. "Role of Financial Inclusion in Human Development: Evidence from Bangladesh, India and Pakistan," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 3329-3354, March.
    11. Jamil, Abd Rahim Md. & Law, Siong Hook & Mohamad Khair-Afham, M.S. & Trinugroho, Irwan, 2023. "Financial inclusion and economic uncertainty in developing countries: The role of digitalisation," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 786-806.
    12. Jeffrey Kouton, 2021. "The impact of renewable energy consumption on inclusive growth: panel data analysis in 44 African countries," Economic Change and Restructuring, Springer, vol. 54(1), pages 145-170, February.
    13. Kimura, Hidemi & Todo, Yasuyuki, 2010. "Is Foreign Aid a Vanguard of Foreign Direct Investment? A Gravity-Equation Approach," World Development, Elsevier, vol. 38(4), pages 482-497, April.
    14. Kaiser, Micha & Reutter, Mirjam & Sousa-Poza, Alfonso & Strohmaier, Kristina, 2018. "Smoking and local unemployment: Evidence from Germany," Economics & Human Biology, Elsevier, vol. 29(C), pages 138-147.
    15. Huang, Bwo-Nung & Hwang, M.J. & Yang, C.W., 2008. "Causal relationship between energy consumption and GDP growth revisited: A dynamic panel data approach," Ecological Economics, Elsevier, vol. 67(1), pages 41-54, August.
    16. Peter J. Morgan & Victor Pontines, 2018. "Financial Stability And Financial Inclusion: The Case Of Sme Lending," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 63(01), pages 111-124, March.
    17. Celine Bonnefond, 2014. "Growth Dynamics And Conditional Convergence Among Chinese Provinces: A Panel Data Investigation Using System Gmm Estimator," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 39(4), pages 1-25, December.
    18. Chen, Fu & Zhang, Weiwei & Li, Fangfang & Sun, Yongtai & Yu, Huiyuan, 2024. "Does fintech positively moderate the impact of mineral resources on green growth? Role of economic policy uncertainty in OECD economies," Resources Policy, Elsevier, vol. 94(C).
    19. David Pacini & Frank Windmeijer, 2015. "Moment Conditions for AR(1) Panel Data Models with Missing Outcomes," Bristol Economics Discussion Papers 15/660, School of Economics, University of Bristol, UK.
    20. John Knight & Sai Ding, 2008. "Why has China Grown so Fast? The Role of Structural Change," Economics Series Working Papers 415, University of Oxford, Department of Economics.

    More about this item

    Keywords

    Sustainable development goals; Sustainable finance; Financial technology; Globalization; Institutional quality; Renewable energy;
    All these keywords.

    JEL classification:

    • Q01 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General - - - Sustainable Development
    • G2 - Financial Economics - - Financial Institutions and Services
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
    • F02 - International Economics - - General - - - International Economic Order and Integration
    • Q4 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models

    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:kap:fmktpm:v:38:y:2024:i:1:d:10.1007_s11408-023-00439-w. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.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.