The rise of digital finance in India: Financial inclusion or debt trap? Evidence from the Global Findex surveys, 2021–2024

Authors

  • Md Mohsin Khan Author
  • Syed Muzammil Qadri Author
  • Dr Abdul Majid Author

Keywords:

Digital finance; Financial inclusion; Household debt; Debt trap; Fintech; India

Abstract

Both sides of the Indian digital finance revolution – financial 
inclusion and over-indebtedness – are analysed in this paper. 
Based on pooled cross-sectional data (n = 6,000) from the 
2021 and 2025 rounds of the World Bank Global Findex 
survey for India, weighted probit models of credit market 
engagement, borrowing related to consumption, and 
financial distress are estimated. People who use digital 
payments are 7.4 percentage points more likely to borrow 
from financial institutions and 4.9 percentage points more 
likely to take out loans via a mobile phone.  Digital finance 
users are also more likely to borrow for consumption: the 
probability of buying household food on credit is 9.6 
percentage points higher and that of borrowing for medical 
purposes 10.2 percentage points higher. The distress findings 
are double-edged. Digital payment use is associated with 
lower unconditional financial fragility, consistent with a 
resilience benefit; yet it is associated with a 8.2 percentage 
point higher probability of debt-stress, defined as being a 
borrower who would find it very difficult or impossible to 
raise emergency funds, and this association is significantly 
stronger among the poorest 40% and rural adults. 
Instrumental variable estimates using mobile phone 
ownership support these results. The findings imply that 
India's digital financial inclusion agenda must be paired with 
digital financial literacy and borrower protection, particularly 
for vulnerable groups. 

References

Agarwalla, S.K., Barua, S.K., Jacob, J., Varma, J.R., 2015. Financial literacy among working

young

urban

India.

World

Dev.

67,

101–109.

https://doi.org/10.1016/j.worlddev.2014.10.004.

Allen, F., Demirguc-Kunt, A., Klapper, L., Martinez Peria, M.S., 2016. The foundations of

financial inclusion: Understanding ownership and use of formal accounts. J. Financ.

Intermed. 27, 1–30. https://doi.org/10.1016/j.jfi.2015.12.003.

emerging

Badarinza, C., Balasubramaniam, V., Ramadorai, T., 2019. The household finance landscape

in

economies.

Annu.

Rev.

Financ.

Econ.

11,

109–129.

https://doi.org/10.1146/annurev-financial-110118-123106.

Banna, H., Alam, M.R., 2021. Impact of digital financial inclusion on ASEAN banking

stability: implications for the post-Covid-19 era. Stud. Econ. Finance 38, 504–523.

https://doi.org/10.1108/SEF-09-2020-0388.

Beck, T., Pamuk, H., Ramrattan, R., Uras, B.R., 2018. Payment instruments, finance and

development. J. Dev. Econ. 133, 162–186. https://doi.org/10.1016/j.jdeveco.2018.01.005.

Bourreau, M., Valletti, T., 2015. Enabling digital financial inclusion through improvements in

competition and interoperability: What works and what doesn’t. CGD Policy Paper 65, 1

30.

Demirgüç-Kunt, A., Klapper, L., 2013. Measuring financial inclusion: Explaining variation in

use of financial services across and within countries. Brook. Pap. Econ. Act. 2013(1), 279

340. https://doi.org/10.1353/eca.2013.0002.

Demirgüç-Kunt, A., Klapper, L.F., Singer, D., Van Oudheusden, P., 2015. The Global Findex

Database 2014: Measuring financial inclusion around the world. World Bank Policy

Research Working Paper 7255. https://doi.org/10.1596/1813-9450-7255.

Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., 2022. The Global Findex Database

2021: Financial Inclusion, Digital Payments, and Resilience in the Age of COVID-19.

World Bank, Washington, DC. https://doi.org/10.1596/978-1-4648-1897-4.

Feng, X., Lu, B., Song, X., Ma, S., 2019. Financial literacy and household finances: A Bayesian

two-part latent variable modeling approach. J. Empir. Financ. 51, 119–137.

https://doi.org/10.1016/j.jempfin.2019.02.002.

Flavin, M.A., 1984. Excess sensitivity of consumption to current income: Liquidity constraints

or myopia? NBER Working Paper 1341. https://doi.org/10.3386/w1341.

Fungáčová, Z., Weill, L., 2015. Understanding financial inclusion in China. China Econ. Rev.

34, 196–206. https://doi.org/10.1016/j.chieco.2014.12.004.

Gabor, D., Brooks, S., 2017. The digital revolution in financial inclusion: international

development in the fintech era. New Political Econ. 22(4), 423–436.

https://doi.org/10.1080/13563467.2017.1259298.

Gathergood, J., 2012. Self-control, financial literacy and consumer over-indebtedness. J. Econ.

Psychol. 33(3), 590–602. https://doi.org/10.1016/j.joep.2011.11.006.

Gross, T., Notowidigdo, M.J., Wang, J., 2020. The marginal propensity to consume over the

business

cycle.

Am.

Econ.

J.

Macroecon.

12(2),

351–384.

https://doi.org/10.1257/mac.20160287.

Hodula, M., 2021. Does Fintech credit substitute for traditional credit? Evidence from 78

countries. Finance Res. Lett. 46, 102469. https://doi.org/10.1016/j.frl.2021.102469.

Jack, W., Suri, T., 2014. Risk sharing and transactions costs: Evidence from Kenya’s mobile

money

revolution.

Am.

Econ.

Rev.

104(1),

183–223.

https://doi.org/10.1257/aer.104.1.183.

Klapper, L., Singer, D., Starita, L., Norris, A., 2025. The Global Findex Database 2025:

Connectivity and Financial Inclusion in the Digital Economy. World Bank, Washington,

DC. https://doi.org/10.1596/978-1-4648-2204-9.

Leong, C., Tan, B., Xiao, X., Tan, F.T.C., Sun, Y., 2017. Nurturing a FinTech ecosystem: The

case of a youth microloan startup in China. Int. J. Inf. Manage. 37(2), 92–97.

https://doi.org/10.1016/j.ijinfomgt.2016.11.006.

Levchenko, A.A., 2005. Financial liberalization and consumption volatility in developing

countries. IMF Staff Pap. 52(2), 237–259.

from

Li, J., Wu, Y., Xiao, J.J., 2020. The impact of digital finance on household consumption:

Evidence

China.

Econ.

Model.

86,

317–326.

https://doi.org/10.1016/j.econmod.2019.09.027.

Liu, L., Zhang, H., 2021. Financial literacy, self-efficacy and risky credit behavior among

college students: Evidence from online consumer credit. J. Behav. Exp. Finance 32,

100569. https://doi.org/10.1016/j.jbef.2021.100569.

Mader, P., 2013. Rise and fall of microfinance in India: The Andhra Pradesh crisis in

perspective. Strateg. Change 22(1–2), 47–66. https://doi.org/10.1002/jsc.1921.

Meyll, T., Pauls, T., 2019. The gender gap in over-indebtedness. Finance Res. Lett. 31, 398

404. https://doi.org/10.1016/j.frl.2018.12.007.

crisis.

Mian, A., Sufi, A., 2011. House prices, home equity-based borrowing, and the US household

leverage

Am.

Econ.

Rev.

101(5),

2132–2156.

https://doi.org/10.1257/aer.101.5.2132.

Mishkin, F.S., Strahan, P.E., 1999. What will technology do to financial structure? NBER

Working Paper 6892. https://doi.org/10.3386/w6892.

and

Mushtaq, R., Bruneau, C., 2019. Microfinance, financial inclusion and ICT: Implications for

poverty

inequality.

Technol.

Soc.

59,

101154.

https://doi.org/10.1016/j.techsoc.2019.101154.

Ozili, P.K., 2018. Impact of digital finance on financial inclusion and stability. Borsa Istanb.

Rev. 18(4), 329–340. https://doi.org/10.1016/j.bir.2017.12.003.

Ozili, P.K., 2020. Contesting digital finance for the poor. Digit. Policy Regul. Gov. 22(2), 135

151. https://doi.org/10.1108/DPRG-12-2019-0104.

Panos, G.A., Wilson, J.O.S., 2020. Financial literacy and responsible finance in the FinTech

era:

capabilities

and

challenges.

Eur.

J.

Finance

26(4–5),

297–301.

https://doi.org/10.1080/1351847X.2020.1717569.

Reserve Bank of India (RBI), 2021. Report of the Working Group on Digital Lending including

Lending through Online Platforms and Mobile Apps. RBI, Mumbai.

Reserve Bank of India (RBI), 2022. Guidelines on Digital Lending. RBI/2022-23/111,

September 2, 2022. RBI, Mumbai.

or

Yue, P., Korkmaz, A.G., Yin, Z., Zhou, H., 2022. The rise of digital finance: Financial

inclusion

debt

trap?

Finance

https://doi.org/10.1016/j.frl.2021.102604.

Downloads

Published

2026-08-31

How to Cite

The rise of digital finance in India: Financial inclusion or debt trap? Evidence from the Global Findex surveys, 2021–2024. (2026). Bulletin of Czech Econometric Society, 33(1). https://bulletin-ces.cz/index.php/bulletin/article/view/20