IDEAS home Printed from https://ideas.repec.org/a/bjf/journl/v11y2026i4p835-856.html

“Financial Development and Financial Inclusion in Ghana: Evidence from a Causality Analysisâ€

Author

Listed:
  • Isaac Adom Boachie

    (AIT Business School, Accra Institute of Technology (University), KUMASI, Ashanti Region)

Abstract

This study examines the dynamic relationship between financial development and financial inclusion in Ghana using time-series causality and cointegration techniques. Drawing on annual data spanning 2005–2023, the study employs the Autoregressive Distributed Lag (ARDL) bounds testing approach, Error Correction Models (ECM), Vector Error Correction Models (VECM), impulse response functions, forecast error variance decomposition, non-linear threshold models, panel estimations, time-varying parameter models, and structural equation modeling to capture both linear and non-linear dynamics. The ARDL bounds test confirms the existence of a stable long-run equilibrium relationship between financial development and financial inclusion. Empirical results reveal bidirectional causality, with financial development exerting a stronger and more persistent influence on financial inclusion, particularly in the post-digital finance era. Short-run dynamics indicate significant adjustment toward long-run equilibrium, while impulse response and variance decomposition analyses show that shocks to financial development increasingly explain variations in financial inclusion over time. Non-linear and time-varying estimates further demonstrate that the impact of financial development on inclusion intensifies beyond critical financial depth thresholds and strengthens over successive periods. Structural equation modeling highlights the mediating roles of financial infrastructure and regulatory quality in reinforcing this nexus. The findings underscore the complementary and mutually reinforcing nature of financial development and financial inclusion in Ghana. Policy implications emphasize the need for integrated financial sector reforms that deepen financial markets while expanding inclusive access through digital innovation, institutional strengthening, and regulatory efficiency to support sustainable and inclusive economic growth.

Suggested Citation

  • Isaac Adom Boachie, 2026. "“Financial Development and Financial Inclusion in Ghana: Evidence from a Causality Analysisâ€," International Journal of Research and Innovation in Applied Science, International Journal of Research and Innovation in Applied Science (IJRIAS), vol. 11(4), pages 835-856, April.
  • Handle: RePEc:bjf:journl:v:11:y:2026:i:4:p:835-856
    as

    Download full text from publisher

    File URL: https://rsisinternational.org/journals/ijrias/uploads/vol11-iss4-pg835-856-202605_pdf.pdf
    Download Restriction: no

    File URL: https://rsisinternational.org/journals/ijrias/view/financial-development-and-financial-inclusion-in-ghana-evidence-from-a-causality-analysis/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Ratna Sahay & Martin Cihak & Papa M N'Diaye & Adolfo Barajas & Srobona Mitra & Annette J Kyobe & Yen N Mooi & Seyed Reza Yousefi, 2015. "Financial Inclusion; Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 15/17, International Monetary Fund.
    2. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    3. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    4. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    5. Douglas W. Diamond, 1984. "Financial Intermediation and Delegated Monitoring," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 51(3), pages 393-414.
    6. Asli Demirguc-Kunt & Dorothe Singer & Leora Klapper & Saniya Ansar & Jake Hess, 2018. "Global Findex Database 2017 [La base de datos Global Findex 2017]," World Bank Publications - Books, The World Bank Group, number 29510, April.
    7. Ms. Ratna Sahay & Mr. Martin Cihak & Mr. Papa M N'Diaye & Mr. Adolfo Barajas & Ms. Srobona Mitra & Ms. Annette J Kyobe & Yen N Mooi & Mr. Seyed Reza Yousefi, 2015. "Financial Inclusion: Can it Meet Multiple Macroeconomic Goals?," IMF Staff Discussion Notes 2015/017, International Monetary Fund.
    8. Robert Engle & Clive Granger, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    9. Badi H. Baltagi, 2021. "Econometric Analysis of Panel Data," Springer Texts in Business and Economics, Springer, edition 6, number 978-3-030-53953-5, January.
    10. Aryeetey, Ernest & Kanbur, Ravi (ed.), 2017. "The Economy of Ghana Sixty Years after Independence," OUP Catalogue, Oxford University Press, number 9780198753438.
    11. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    12. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    13. Allen, Franklin & Demirguc-Kunt, Asli & Klapper, Leora & Martinez Peria, Maria Soledad, 2016. "The foundations of financial inclusion: Understanding ownership and use of formal accounts," Journal of Financial Intermediation, Elsevier, vol. 27(C), pages 1-30.
    14. Claessens, Stijn & Perotti, Enrico, 2007. "Finance and inequality: Channels and evidence," Journal of Comparative Economics, Elsevier, vol. 35(4), pages 748-773, December.
    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. Mohd Daud, Siti Nurazira & Ahmad, Abd Halim & Trinugroho, Irwan, 2024. "Financial inclusion, digital technology, and economic growth: Further evidence," Research in International Business and Finance, Elsevier, vol. 70(PB).
    2. Dakpogan, Arnaud & Smit, Eon, 2018. "The effect of electricity losses on GDP in Benin," MPRA Paper 89545, University Library of Munich, Germany.
    3. Maha Kalai & Hamdi Becha & Kamel Helali, 2024. "Effect of artificial intelligence on economic growth in European countries: a symmetric and asymmetric cointegration based on linear and non-linear ARDL approach," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 13(1), pages 1-37, December.
    4. Maha Kalai & Nahed Zghidi, 2019. "Foreign Direct Investment, Trade, and Economic Growth in MENA Countries: Empirical Analysis Using ARDL Bounds Testing Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(1), pages 397-421, March.
    5. Wang, Rui & Luo, Hang (Robin), 2022. "How does financial inclusion affect bank stability in emerging economies?," Emerging Markets Review, Elsevier, vol. 51(PA).
    6. Md Shahiduzzaman & Allan Layton & Khorshed Alam, 2015. "On the contribution of information and communication technology to productivity growth in Australia," Economic Change and Restructuring, Springer, vol. 48(3), pages 281-304, November.
    7. R. L. Manogna & Deepali Desai, 2024. "Nexus of Monetary Policy and Productivity in an Emerging Economy: Supply-Side Transmission Evidence from India," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 22(1), pages 45-61, March.
    8. Meriem Sebai & Omar Talbi, 2024. "A dynamic panel threshold regression on financial inclusion-financial stability nexus: Evidence from developing countries," Economics Bulletin, AccessEcon, vol. 44(3), pages 813-831.
    9. Sebai, Meriem & Talbi, Omar & Guerchi-Mehri, Hella, 2025. "Optimal financial inclusion for financial stability: Empirical insight from developing countries," Finance Research Letters, Elsevier, vol. 71(C).
    10. David, Oladipo Olalekan, 2019. "Nexus between telecommunication infrastructures, economic growth and development in Africa: Panel vector autoregression (P-VAR) analysis," Telecommunications Policy, Elsevier, vol. 43(8), pages 1-1.
    11. Dilli Raj Khanal, 2007. "Banking and Insurance Services Liberalization and Development in Bangladesh, Nepal, and Malaysia: A Comparative Analysis," Working Papers 4107, Asia-Pacific Research and Training Network on Trade (ARTNeT), an initiative of UNESCAP and IDRC, Canada..
    12. Ms. Corinne C Delechat & Ms. Monique Newiak & Rui Xu & Mr. Fan Yang & Goksu Aslan, 2018. "What is Driving Women’s Financial Inclusion Across Countries?," IMF Working Papers 2018/038, International Monetary Fund.
    13. Isayev, Mugabil, 2026. "Financial inclusion and economic growth: The role of non-bank financial intermediation," International Review of Economics & Finance, Elsevier, vol. 105(C).
    14. Ahmad, Nisar & Aghdam, Reza FathollahZadeh & Butt, Irfan & Naveed, Amjad, 2020. "Citation-based systematic literature review of energy-growth nexus: An overview of the field and content analysis of the top 50 influential papers," Energy Economics, Elsevier, vol. 86(C).
    15. Sana Jellouli & Rohail Hassan & Safa Ben Thabet & Dhouha Nefla, 2026. "Matching Supply With Demand: A Dual‐Index Framework for Financial Inclusion," Journal of International Development, John Wiley & Sons, Ltd., vol. 38(3), pages 451-470, April.
    16. Caner Demir & Raif Cergibozan & Ali Ari, 2020. "Environmental dimension of innovation: time series evidence from Turkey," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 22(3), pages 2497-2516, March.
    17. Terence Mugala & Dr. Austin Mwange, 2025. "Assessing the Effects of Financial Inclusion on the Financial Performance of Non-Banking Institutions in Zambia," African Journal of Commercial Studies, African Journal of Commercial Studies, vol. 6(2).
    18. Basnayake, Dananjani & Naranpanawa, Athula & Selvanathan, Saroja & Bandara, Jayatilleke S., 2024. "Financial inclusion through digitalization and economic growth in Asia-Pacific countries," International Review of Financial Analysis, Elsevier, vol. 96(PA).
    19. Anh The Vo & Loan Thi-Hong Van & Duc Hong Vo & Michael Mcaleer, 2019. "Financial Inclusion And Macroeconomic Stability In Emerging And Frontier Markets," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 14(02), pages 1-15, June.
    20. Sheng Xu & Michael Asiedu & Nana Adwoa Anokye Effah, 2023. "Inclusive Finance, Gender Inequality, and Sustainable Economic Growth in Africa," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 4866-4902, December.

    More about this item

    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:bjf:journl:v:11:y:2026:i:4:p:835-856. 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: Dr. Renu Malsaria (email available below). General contact details of provider: https://rsisinternational.org/journals/ijrias/ .

    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.