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ICT Diffusion, Financial Instability, and Shadow Economy: Panel Evidence from SAARC Economies

Author

Listed:
  • Anushka Verma

    (O.P. Jindal Global University)

  • Arun Kumar Giri

    (Birla Institute of Technology & Science (BITS))

  • Byomakesh Debata

    (Birla Institute of Technology & Science (BITS))

Abstract

The relevance of digital finance to developing economies has been bolstered by the rapid invention of ICTs in emerging markets. While widespread use of digital finance may increase credit availability, it may also increase the likelihood of systemic risk in the financial system. Furthermore, emerging economies face the challenges of shadow economic growth, which affects taxable income revenue and hinders the chances for financial inclusion. This research investigates how ICT diffusion has affected the shadow economy and financial stability in the SAARC economies, in line with SDG 9 for 2030 by the United Nations. We employed the DCCE and DK standard error estimate methods, which are resistant to CSD, to measure the relationship for 2005–2019 on two model frameworks. The stationarity and cointegration among the variables are verified using the second-generation unit root test and the Westerlund cointegration analysis. The Westerlund test has confirmed cointegration between the dependent and the independent variables. Long-term estimation also suggests that a rise in the spread of ICTs can help slow the expansion of the shadow economy in SAARC nations. Nevertheless, it also heightens the possibility of systemic risks and exacerbates financial instability. Regarding control variables, the study revealed that economic growth and FDI slowed the expansion of the shadow economy, whereas unemployment and inflation sped it up. The research results will shed light on how digital money affects the shadow economy and advances financial inclusion and stability in developing countries.

Suggested Citation

  • Anushka Verma & Arun Kumar Giri & Byomakesh Debata, 2025. "ICT Diffusion, Financial Instability, and Shadow Economy: Panel Evidence from SAARC Economies," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(3), pages 12595-12616, September.
    • Handle: RePEc:spr:jknowl:v:16:y:2025:i:3:d:10.1007_s13132-024-02420-y
    DOI: 10.1007/s13132-024-02420-y
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    1. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    2. Canh Phuc Nguyen & Christophe Schinckus & Quang Binh Nguyen & Duyen Thuy Le Tran, 2024. "Digitalization and informal economy: a global evidence of internet usage," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 51(1), pages 1-37, March.
    3. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    4. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    5. 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.
    6. Axel Dreher & Friedrich Schneider, 2010. "Corruption and the shadow economy: an empirical analysis," Public Choice, Springer, vol. 144(1), pages 215-238, July.
    7. Peter Gomber & Jascha-Alexander Koch & Michael Siering, 2017. "Digital Finance and FinTech: current research and future research directions," Journal of Business Economics, Springer, vol. 87(5), pages 537-580, July.
    8. Misbah Khizar & Zia Ur Rehman Rao & Muhammad Zubair Tauni & Rizwan Mushtaq, 2022. "Does financial inclusion affect economic growth A global perspective," Post-Print hal-05151290, HAL.
    9. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    10. Younas, Zahid Irshad & Qureshi, Atiqa & Al-Faryan, Mamdouh Abdulaziz Saleh, 2022. "Financial inclusion, the shadow economy and economic growth in developing economies," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 613-621.
    11. 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.
    12. Arvin, Mak B. & Pradhan, Rudra P. & Nair, Mahendhiran S., 2021. "Are there links between institutional quality, government expenditure, tax revenue and economic growth? Evidence from low-income and lower middle-income countries," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 468-489.
    13. Henri Njangang & Luc Ndeffo Nembot & Joseph Pasky Ngameni, 2020. "Does financial development reduce the size of the informal economy in sub‐Saharan African countries?," African Development Review, African Development Bank, vol. 32(3), pages 375-391, September.
    14. Aamir Aijaz Syed & Farhan Ahmed & Muhammad Abdul Kamal & Juan E. Trinidad Segovia, 2021. "Assessing the Role of Digital Finance on Shadow Economy and Financial Instability: An Empirical Analysis of Selected South Asian Countries," Mathematics, MDPI, vol. 9(23), pages 1-15, November.
    15. Désiré Kanga & Christine Oughton & Laurence Harris & Victor Murinde, 2022. "The diffusion of fintech, financial inclusion and income per capita," The European Journal of Finance, Taylor & Francis Journals, vol. 28(1), pages 108-136, January.
    16. Sheunesu Zhou & D. D. Tewari, 2019. "Shadow banking, risk-taking and monetary policy in emerging economies: A panel cointegration approach," Cogent Economics & Finance, Taylor & Francis Journals, vol. 7(1), pages 1636508-163, January.
    17. Del Gaudio, Belinda L. & Porzio, Claudio & Sampagnaro, Gabriele & Verdoliva, Vincenzo, 2021. "How do mobile, internet and ICT diffusion affect the banking industry? An empirical analysis," European Management Journal, Elsevier, vol. 39(3), pages 327-332.
    18. Salmon Mugoda & Stephen Esaku & Rose Kibuka Nakimu & Edward Bbaale & Robert Read, 2020. "The portrait of Uganda’s informal sector: What main obstacles do the sector face?," Cogent Economics & Finance, Taylor & Francis Journals, vol. 8(1), pages 1843255-184, January.
    19. 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.
    20. Baltagi, Badi H. & Feng, Qu & Kao, Chihwa, 2012. "A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model," Journal of Econometrics, Elsevier, vol. 170(1), pages 164-177.
    21. Iustina Alina Boitan & Sorina Emanuela Ștefoni, 2023. "Digitalization and the Shadow Economy: Impact Assessment and Policy Implications for EU Countries," Eastern European Economics, Taylor & Francis Journals, vol. 61(2), pages 152-180, March.
    22. Niebel, Thomas, 2018. "ICT and economic growth – Comparing developing, emerging and developed countries," World Development, Elsevier, vol. 104(C), pages 197-211.
    23. Cornel Ban & Daniela Gabor, 2016. "The political economy of shadow banking," Review of International Political Economy, Taylor & Francis Journals, vol. 23(6), pages 901-914, November.
    24. Peter J. Morgan & Victor Pontines, 2014. "Financial Stability and Financial Inclusion," Microeconomics Working Papers 24278, East Asian Bureau of Economic Research.
    25. Peterson K. Ozili, 2018. "Impact of digital finance on financial inclusion and stability," Borsa Istanbul Review, Research and Business Development Department, Borsa Istanbul, vol. 18(4), pages 329-340, December.
    26. T. S. Breusch & A. R. Pagan, 1980. "The Lagrange Multiplier Test and its Applications to Model Specification in Econometrics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 47(1), pages 239-253.
    27. Uyar, Ali & Nimer, Khalil & Kuzey, Cemil & Shahbaz, Muhammad & Schneider, Friedrich, 2021. "Can e-government initiatives alleviate tax evasion? The moderation effect of ICT," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    28. Cong Minh Huynh & Tan Loi Nguyen, 2020. "Shadow economy and income inequality: new empirical evidence from Asian developing countries," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 25(1), pages 175-192, January.
    29. Fulei Yan & Beibei Chen & Yuxin Yang, 2024. "ICT, Financial Inclusion and the Informal Economy: Evidence from Selected Latin American and Caribbean Countries," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 60(5), pages 1002-1017, April.
    30. Hodula Martin & Pfeifer Lukáš, 2018. "Fiscal-Monetary-Financial Stability Interactions in a Data-Rich Environment," Review of Economic Perspectives, Sciendo, vol. 18(3), pages 195-224, September.
    31. Rita Remeikienė & Ligita Gasparėnienė & Yilmaz Bayar & Romualdas Ginevičius & Ieva Marija Ragaišytė, 2022. "ICT development and shadow economy: Empirical evidence from the EU transition economies," Economic Research-Ekonomska Istraživanja, Taylor & Francis Journals, vol. 35(1), pages 762-777, December.
    32. Elbahnasawy, Nasr G., 2014. "E-Government, Internet Adoption, and Corruption: An Empirical Investigation," World Development, Elsevier, vol. 57(C), pages 114-126.
    33. Idrees Liaqat & Yongqiang Gao & Faheem Ur Rehman & Zoltán Lakner & Judit Oláh, 2022. "National Culture and Financial Inclusion: Evidence from Belt and Road Economies," Sustainability, MDPI, vol. 14(6), pages 1-21, March.
    34. Ndoya, Hermann & Okere, Donald & Belomo, Marie laure & Atangana, Melissa, 2023. "Does ICTs decrease the spread of informal economy in Africa?," Telecommunications Policy, Elsevier, vol. 47(2).
    35. Ozili, Peterson Kitakogelu, 2018. "Impact of Digital Finance on Financial Inclusion and Stability," MPRA Paper 84771, University Library of Munich, Germany.
    36. Nguyen Phuc Canh & Su Dinh Thanh & Christophe Schinckus & Jo Bensemann & Lai Trung Thanh, 2019. "Global Emissions: A New Contribution from the Shadow Economy," International Journal of Energy Economics and Policy, Econjournals, vol. 9(3), pages 320-337.
    37. Luigi Ferrata, 2019. "Digital financial inclusion - an engine for „leaving no one behind“," Public Sector Economics, Institute of Public Finance, vol. 43(4), pages 445-458.
    38. Ihrig, Jane & Moe, Karine S., 2004. "Lurking in the shadows: the informal sector and government policy," Journal of Development Economics, Elsevier, vol. 73(2), pages 541-557, April.
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