Does digital financial literacy increase savings in formal financial institutions?

Abstract

Recent evidence indicates that citizens exhibit low involvement in financial activities within formal financial institutions. Therefore, this study explores how Digital Financial Literacy (DFL) influences savings in formal financial institutions. Using data from the Global Findex Database 2021 and the Standard & Poor’s Global FinLit Survey 2014, covering 135 countries, the study applies multiple regression analysis to assess how DFL predicts savings in formal financial institutions, while controlling for various country-level factors. The results show that among the three dimensions of digital financial literacy, financial skills and behaviors positively affect savings. In contrast, financial attitudes like trust in financial institutions and confidence in managing financial matters negatively affect savings behavior. Overall, financial literacy explains 78.8% of the variation in savings at the formal financial institutions across countries, with cross-validation supporting the robustness of the findings. This study contributes to existing literature by integrating several digital and segmented dimensions of financial literacy and enhancing external validity by including a broad range of countries for cross-country generalization in financial inclusion research.  

Keywords: {'name': 'Financial Literacy, Digital Financial Literacy, Savings, Financial Inclusion '}

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Afroza Sultana
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DOI: 10.1108/JHASS-11-2021-0178

DOI: 10.1093/jae/ejy007

DOI: 10.1002/jid.3407

DOI: 10.2139/ssrn.2906523

DOI: 10.5089/9781484376362.001

DOI: 10.2478/jec-2021-0002

DOI: 10.1051/shsconf/20219805020

DOI: 10.3390/jrfm15120582

DOI: 10.1186/s12962-023-00506-z

DOI: 10.1007/s12197-023-09645-8

DOI: 10.1111/ecin.12255

DOI: 10.1332/policypress/9781447345466.003.0001

DOI: 10.3389/fpsyg.2022.911605

DOI: 10.1016/j.ribaf.2019.101070

DOI: 10.1016/j.digbus.2024.100092

DOI: 10.1016/j.emj.2020.12.001

DOI: 10.2139/ssrn.3250850

DOI: 10.1016/j.iree.2016.10.001

DOI: 10.32493/eaj.v1i1.y2018.p1-10

DOI: 10.1016/j.jebo.2011.05.005

DOI: 10.1080/20479700.2019.1621022

Asli Demirgüç-Kunt, Leora Klapper, Dorothe Singer, Saniya Ansar, and J. H. (2017). measuring financial inclusion and the Fintech revolution. In The Global Findex Database.

Athari, S. A. (2022). Financial Inclusion, Political Risk, and Banking Sector Stability: Evidence from Different Geographical Regions. Economics Bulletin, 42(1), 99–108. https://ideas.repec.org/a/ebl/ecbull/eb-21-00818.html

DOI: 10.1177/1094428110397773

DOI: 10.1017/S1474747211000539

Atkinson, A., & Messy, F. A. (2013). Promoting financial inclusion through financial education: OECD/INFE evidence, policies and practice. https://www.oecd-ilibrary.org/finance-and-investment/promoting-financial-inclusion-through-financial-education_5k3xz6m88smp-en

Atkinson, A., & Messy, F.-A. (2012). Measuring financial literacy: results of the OECD infe pilot study. OECD Working Papers on Finance, Insurance and Private Pensions, 15(15), 1–73. https://www.oecd.org/content/dam/oecd/en/publications/reports/2012/03/measuring-financial-literacy_g17a210b/5k9csfs90fr4-en.pdf

Attokkaran, S. V, & M, V. (2018). Financial Literacy-A comparative Study of Southern Region of India. International Journal of Research and Analytical Reviews, 5(4), 730–734. http://ijrar.com/

DOI: 10.9734/sajsse/2021/v11i230279

Azlan, A., Jamal, A., Kamal, W., Mohdrahimie, R., Roslemohidin, A. K., & Osman, Z. (2015). The Effects of Social Influence and Financial Literacy on Savings Behavior: A Study on Students of Higher Learning Institutions in Kota Kinabalu, Sabah. International Journal of Business and Social Science, 6(111), 110–119. https://www.academia.edu/download/99867209/12.pdf

DOI: 10.38157/business-perspective-review.v2i2.149

Babbie, E. R. (2016). The Practice of Social Research. Cengage Learning. https://books.google.com.bd/books/about/The_Practice_of_Social_Research.html?id=ZsWFCwAAQBAJ&redir_esc=y

DOI: 10.1007/s10834-013-9369-9

DOI: 10.1111/issj.12200

DOI: 10.1002/jid.3377

DOI: 10.1002/jid.3377

DOI: 10.1108/JEAS-08-2020-0151

DOI: 10.5089/9781513553009.001

DOI: 10.1177/00031348221096579

Batsaikhan, U., & Demertzis, M. (2018). Financial literacy and inclusive growth in the European Union. Bruegel Policy Contribution, 8, 1–18. https://www.bruegel.org/2018/05/financial-literacy-and-inclusive-growth-in-the-european-union/

DOI: 10.1017/flw.2023.12

Belinda, B., & Peat, J. (2014). Medical statistics: a guide to SPSS, data analysis, and critical appraisal (2nd ed.). Wiley. https://pmc.ncbi.nlm.nih.gov/articles/PMC1963749/

Benedict Azu, P. ., Queen, A. T., & Onyeka, A. S. (2023). Is women’s labour force part?c?pat?on potent?ally enhanced by d?g?tal f?nanc?al ?nclus?on? Ev?dence from afr?ca. Wukari International Studies Journal, 6(2), 1–22. https://wissjournals.com.ng/index.php/wiss/article/view/212

DOI: 10.1111/j.1467-842X.2001.tb00294.x

DOI: 10.1016/S0047-2727(00)00120-1

DOI: 10.1080/1369118X.2021.1963462

DOI: 10.1787/10c7e583-en

DOI: 10.31926/but.es.2020.13.62.1.13

DOI: 10.1017/flw.2023.10

DOI: 10.2139/ssrn.4191404

DOI: 10.1596/1813-9450-5798

DOI: 10.3126/nrber.v29i1.52529

DOI: 10.1080/13607863.2023.2233454

Chen, H., & Volpe, R. P. (2002). Gender differences in personal financial literacy among college students. Financial Services Review, 11(3), 289–307.

DOI: 10.1596/1813-9450-8711

Chong, A., Duryea, S., & La Ferrara, E. (2008). Soap Operas and Fertility: Evidence from Brazil. https://www.jstor.org/stable/23269740

Cohen, M., & Nelson, C. (2011). Financial literacy: a step for clients towards financial inclusion. Microfinance Summit Campaign.

Contreras, O., & Bendix, J. (2021). Improving Financial Literacy in United States. Milken Institute, 1–71. https://milkeninstitute.org/sites/default/files/2021-08/Financial Literacy in the United States.pdf

DOI: 10.1080/1351847X.2019.1641123

DOI: 10.1016/j.joep.2019.102198

DOI: 10.1108/AFR-05-2023-0056

DOI: 10.1016/j.econedurev.2020.102013

Demirg€uç-Kunt, A., & Klapper, L. F. (2012). Measuring financial inclusion: the global findex. https://openknowledge.worldbank.org/entities/publication/fd0322b0-985c-5836-8396-9ee61c45716c

Demirguc-Kunt, A., Klapper, L., & Singer, D. (2017). Financial Inclusion and Inclusive Growth: A Review of Recent Empirical Evidence. The World Bank. https://openknowledge.worldbank.org/entities/publication/b90d407a-b789-5cbd-9f43-6e6f5438b8da

DOI: 10.1596/1813-9450-8205

Demirguc-Kunt, A., Klapper, L., Singer, D., & Ansar, S. (2018). The Global Findex Database 2017.

Demirguc-Kunt, A., Klapper, L., Singer, D., & Van Oudheusden, P. (2014). The Global Findex. https://documents1.worldbank.org/curated/en/187761468179367706/pdf/WPS7255.pdf

DOI: 10.1093/wber/lhz013

DerMesrobian, R. M. (2023). Financial Literacy as a Solution for Bank Marketing Myopia. Journal of Finance and Business …, 2(1), 209–218. https://journal.formosapublisher.org/index.php/jfbd/article/view/3462%0Ahttps://journal.formosapublisher.org/index.php/jfbd/article/download/3462/5320

DOI: 10.1093/jeea/jvy003

DOI: 10.24325/issn.2446-5763.v4i12p66-79

Douglas Pearce and Claudia Ruiz Ortega. (2012). Financial Inclusion Strategies Reference Framework. World Bank, June, 60.

DOI: 10.1016/j.iree.2019.100173

DOI: 10.1108/IJDI-08-2019-0147

Elias, H., Beshir, M., & Mehare, A. (2023). Household Saving Behavior in Rural Ethiopia?: Challenges and Policy Options. March, 33–72. https://ideas.repec.org/a/ags/eeaeje/343259.html

DOI: 10.1111/1467-8268.12733

DOI: 10.3390/ijfs11030087

DOI: 10.1111/fcsr.12400

Field, A. P. (2000). Discovering Statistics Using SPSS for Windows: Advanced Techniques for the Beginner. SAGE.

DOI: 10.1017/CBO9780511815867

Freitas Belo, T., Monteiro, A. L., Evy, M., Da Silva, M. D., Pereira, E. F., Domingos Correia Boavida, N., & Ximenes, E. F. (2024). The Role of Financial Literacy in Mediating the Relationship Between Inflation, Income Inequality and Saving Behavior in Dili-Timor-Leste (Case Study: Public and Private Sectors). Journal of Business and Management, 6(1), 15–28. https://tljbm.org/jurnal/index.php/tljbm

DOI: 10.2139/ssrn.2316933

DOI: 10.1016/j.jdeveco.2022.102981

DOI: 10.1016/j.childyouth.2021.106122

Grohmann, A., & Menkhoff, L. (2017). Financial Literacy Promotes Financial Inclusion in Both Poor and Rich Countries. Wochenbericht, 7(41), 399–407. https://www.econstor.eu/bitstream/10419/170500/1/100070890X.pdf

DOI: 10.1016/j.worlddev.2018.06.020

GSMA. (2022). State of the Industry Report on Mobile Money 2022. Gsma, 2006–2016. http://www.gsma.com/mobilefordevelopment/wp-content/uploads/2017/03/GSMA_State-of-the-Industry-Report-on-Mobile-Money_2016.pdf

Gul, F., Usman, M., & Majeed, M. T. (2018). Financial Inclusion and Economic Growth: A Global Perspective. Journal of Business and Economics. https://www.researchgate.net/publication/332379584_Financial_Inclusion_and_Economic_Growth_A_Global_Perspective

DOI: 10.1016/j.bir.2023.10.009

Hantrais, L. (2009). International Comparative Research: Theory, Methods and Practice. Bloomsbury Academic. https://books.google.com.bd/books/about/International_Comparative_Research.html?id=8TpGEAAAQBAJ&redir_esc=y

DOI: 10.1108/IJSE-04-2022-0277

DOI: 10.1016/j.jaccpubpol.2023.107079

DOI: 10.3386/w18412

DOI: 10.1891/1052-3073.27.1.3

DOI: 10.30574/msarr.2024.10.2.0066

DOI: 10.36067/jbis.v6i1.231

DOI: 10.1007/s11196-022-09959-6

DOI: 10.1007/s11205-019-02227-4

DOI: 10.1596/27828

DOI: 10.1111/joca.12000

DOI: 10.1108/JSBED-01-2018-0021

DOI: 10.1186/s43093-021-00090-9

Iacovoiu, V. B. (2018). An empirical analysis of some factors influencing financial literacy. Economic Insights - Trends & Challenges, 70(2), 23–32. http://upg-bulletin-se.ro/old_site/archive/2018-2/3-Iacovoiu.pdf

Iriobe, O. C., Akinyede, O. M., Iriobe, & Grace O. (2017). Financial literacy and financial inclusion for entrepreneurship development in nigeria. West African Journal Of Business And Management Sciences, 7(1), 63–69. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3412541

Jansen, A. H. and S. (2010). Financial Inclusion and Financial Stability: Current Policy Issues Asian Development Bank Institute (Issue 259). www.adbi.org

DOI: 10.1016/j.jbankfin.2013.03.019

DOI: 10.1017/S0022109023000315

Kagitci, M. (2020). New challenges of financial education in europe. 22(2), 178–187. https://doi.org/10.29302/oeconomica.2020.22.2.16

DOI: 10.1108/IJBM-07-2023-0373

DOI: 10.1177/0268580906067835

Klapper, L., Lusardi, A., & Oudheusden, P. van. (2014). Financial Literacy Around the World: Ins?ghts From The Standard & Poor’s Rat?ngs Serv?ces Global F?nanc?al L?teracy Survey. The S&P Global. FinLit Survey. https://gflec.org/wp-content/uploads/2015/11/Finlit_paper_16_F2_singles.pdf

DOI: 10.1080/1540496X.2017.1418318

DOI: 10.5937/StraMan2300064K

DOI: 10.1080/23322039.2023.2225327

DOI: 10.31014/aior.1992.03.04.291

DOI: 10.1017/S1474747212000340

DOI: 10.1007/s11205-024-03404-w

DOI: 10.1891/JFCP-2021-0045

DOI: 10.1080/23322039.2015.1127011

DOI: 10.1038/sj.ebd.6400375

Llewellyn. (2012). Financial Literacy of College Students and the Need for Compulsory Financial Education. A Senior Honors Thesis, 1–56. https://soar.suny.edu/bitstream/handle/20.500.12648/6880/honors/1/fulltext %281%29.pdf?sequence=1

DOI: 10.1257/aer.98.2.413

DOI: 10.1257/jep.37.4.137

Lusardi, A., & Oggero, N. (2017). Millennials and financial literacy: A global perspective. Global Financial Literacy Excellence Center, 5, 17. http://gflec.org/wp-content/uploads/2017/07/Millennials-and-Financial-Literacy-Research-Paper.pdf?x87657

DOI: 10.1002/cfp2.1113

M.Hogarth, J., & Hilgert, M. A. (2002). Financial Knowledge, Experience and Learning Preferences: Preliminary Results from a New Survey on Financial Literacy. Consumer Interest Annual, 48(1), 1–7. https://www.consumerinterests.org/assets/docs/CIA/CIA2002/hogarth-hilgert_financial knowledge.pdf

DOI: 10.1108/RAMJ-01-2022-0004

DOI: 10.1108/AFR-01-2022-0009

DOI: 10.4135/9781412983433

Meuleman, B., & Billiet, J. (2009). A Monte Carlo sample size study: How many countries are needed for accurate multilevel SEM? Survey Research Methods, 3(1), 45–58. https://ojs.ub.uni-konstanz.de/srm/article/view/666

DOI: 10.1007/s10964-021-01393-4

Montgomery, D. C., Peck, E. A., & Vining, G. G. (2012). Introduction to Linear Regression Analysis. Wiley. https://users.stat.ufl.edu/~winner/sta4211/ALSM_5Ed_Kutner.pdf

DOI: 10.2139/ssrn.3398235

Morgan, P. J., Zhang, Y., & Kydyrbayev, D. (2018). ADBI Working Paper Series Overv?ew Of F?nanc?al Inclus?on, Regulat?on, F?nanc?al L?teracy, And Educat?on In Central As?a And South Caucasus. Asian Development Bank Institute (Issue 878). https://www.adb.org/publications/financial-inclusion-regulation-literacy-education-central-

DOI: 10.1080/23311886.2021.1996919

DOI: 10.1111/ijcs.12318

Nanziri, L., & Olckers, M. (2019). Improving financial literacy in South Africa. Southern Africa Labour and Development Research Unit, 242, 1. http://opensaldru.uct.ac.za/bitstream/handle/11090/957/2019_242_Saldruwp.pdf?sequence=1

DOI: 10.55057/ijaref.2023.5.3.20

Nguy?n Th? H?i Y?n. (2017). Evaluate Financial Literacy of Vietnamese Students in Higher Education and Its Determinants-The need of Financial Education. Conference Papers–VEAM, 482–489. https://veam.org/wp-content/uploads/2017/12/20.-Nguyen-Thi-Hai-Yen.pdf

DOI: 10.1111/ijcs.12050

DOI: 10.1016/j.jwb.2018.05.003

DOI: 10.1016/j.gfj.2024.101008

DOI: 10.1787/9789264281820-6-en

DOI: 10.1787/28b3a9c1-en

OECD. (2020a). Financial Consumer Protection Policy Approaches in the Digital Age: Protecting consumers’ assets, data and privacy. 28. .www.oecd.org/finance/Financial-Consumer-Protection-Policy -Approaches-in-the-Digital-Age.pdf

OECD. (2020b). OECD/INFE 2020 International Survey of Adult Financial Literacy. OECD/INFE 2020 International Survey of Adult Financial Literacy, 78. www.oecd.org/financial/education/launchoftheoecdinfeglobalfinancialliteracysurveyreport.htm

OECD. (2021). G20 / OECD-INFE Report on s upporting financial resilience and transformation through digital financial literacy G20 / OECD-INFE Report on s upporting Financial Resilience and Transformation through Digital Financial Literacy. https://www.gpfi.org/sites/gpfi/files/documents/5_OECD INFE Report_Supporting resilience through digital financial literacy.pdf

DOI: 10.1787/cbc4114f-en

DOI: 10.1002/ijfe.2709

DOI: 10.1080/23322039.2020.1761274

DOI: 10.3390/su16198528

DOI: 10.1108/AJEMS-05-2024-0287

DOI: 10.1080/23311975.2020.1743618

DOI: 10.1007/s10209-022-00867-x

DOI: 10.1037/t60365-000

DOI: 10.1111/1475-4932.12708

DOI: 10.1038/s41598-024-63445-6

DOI: 10.1016/j.cjpre.2023.06.006

DOI: 10.55951/nurture.v17i2.154

DOI: 10.1007/s10834-022-09820-9

DOI: 10.1108/DPRG-04-2024-0060

DOI: 10.52337/pjia.v6i2.866

DOI: 10.17261/Pressacademia.2020.1290

DOI: 10.1037//1082-989X.7.2.147

DOI: 10.4103/0019-5154.182410

DOI: 10.1080/10438599.2020.1799142

DOI: 10.1016/j.bir.2022.08.010

DOI: 10.1108/IJAIM-03-2024-0115

DOI: 10.7551/mitpress/13673.003.0008

DOI: 10.1177/0262728020964605

DOI: 10.1108/SEF-05-2021-0216

DOI: 10.1007/s11573-017-0853-9

The World bank. (2018). Financial Literacy – Helping Citizens Make Smart Financial Choices. World Bank Group. https://www.worldbank.org/en/news/opinion/2018/06/21/financial-literacy-helping-citizens-make-smart-financial-choices

The World bank. (2021). The Global Findex Database 2021: Financial Inclusion, Digital Payments, and Resilience in the Age of COVID-19. https://www.worldbank.org/en/publication/globalfindex

DOI: 10.1007/978-3-031-23463-7_9

DOI: 10.3390/su151310253

Uchezuike, S. (2023). Financial Inclusion Strategies and Poverty Reduction During Inflation: an Empirical Assessment. Advance Journal of Management, Accounting and Finance Adv. J. Man. Acc. Fin, 12. https://aspjournals.org/ajmaf/

UNCDF. (2022). LEAVING NO ONE BEHIND THE DIGITAL ERA. United Nations Capital Development Fund. https://www.uncdf.org/article/4931/global-strategy-leaving-no-one-behind-in-the-digital-era

UNESCO. (2013). UNESCO Institute for Lifelong Learning Technical Note: Lifelong Learning. United Nations Education, Scientific and Cultural Organizaiton, 4, 10.

United Nations. (2015). Transforming our world: the 2030 Agenda for Sustainable Development. https://sdgs.un.org/2030agenda

DOI: 10.1080/1540496X.2019.1697672

Warldometer. (2025). How many Countries are there in the World? https://www.worldometers.info/geography/how-many-countries-are-there-in-the-world/

DOI: 10.1007/s10597-019-00519-0

Widdowson, D., & Hailwood, K. (2007). Financial literacy and its role in promoting a sound financial system. Reserve Bank Of New Zealand, 70(2), 37–47. https://www.rbnz.govt.nz/-/media/project/sites/rbnz/files/publications/bulletins/2007/2007jun70-2.pdf#page=37

DOI: 10.5901/mjss.2016.v7n6p41

World Bank. (2022a). Commercial bank branches (per 100,000 adults).

World Bank. (2022b). GDP growth (annual %). https://data.worldbank.org/indicator/NY.GDP.MKTP.KD.ZG?name_desc=false

World Bank. (2022c). Government Effectiveness: Estimate. https://databank.worldbank.org/source/worldwide-governance-indicators/Series/GE.EST

World Bank. (2022d). Inflation, consumer prices (annual %).

World Bank. (2022e). Labor force participation rate, total (% of total population ages 15-64) (modeled ILO estimate). https://data.worldbank.org/indicator/SL.TLF.ACTI.ZS?name_desc=false

World Bank. (2022f). Political Stability and Absence of Violence/Terrorism: Estimate.

World Bank. (2022g). Regulatory Quality: Estimate. https://data.worldbank.org/indicator/RQ.EST?name_desc=false

World Economic Forum. (2024). Money matters: Your guide to financial literacy. https://www.weforum.org/stories/2024/05/financial-literacy-education-money-matters/

DOI: 10.1007/s11205-008-9288-6

DOI: 10.29063/ajrh2024/v28i8.8

DOI: 10.1201/9781315154701

DOI: 10.5267/j.msl.2019.9.014