Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia

This study examines the trend of financial inclusion in Asia and its impact on financial efficiency and financial sustainability. For this

purpose, the study employs a sample of 31 Asian countries during the period spanning from 2004 to 2016. Composite indicators for the three

financial dimensions are constructed using principal component analysis (PCA) based on normalized variables. We find that the trends are

fluctuating across countries and there is no clear pattern in several cases. The findings are robust to different normalization techniques.

Furthermore, the impact of financial inclusion on financial efficiency and sustainability is analysed using Feasible Generalized Least Squares

(FGLS). The estimation results indicate that growing financial inclusion negatively affects financial efficiency while favourably influences

financial sustainability. The findings hold for the whole sample as well as across the two subsamples of countries with different income levels.

This implies that while there are policy synergies between growing financial inclusion and maintaining financial sustainability, proper attention

needs to be paid to the side effect of financial inefficiency associated with increasing financial inclusion.

 

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia trang 1

Trang 1

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia trang 2

Trang 2

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia trang 3

Trang 3

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia trang 4

Trang 4

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia trang 5

Trang 5

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia trang 6

Trang 6

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia trang 7

Trang 7

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia trang 8

Trang 8

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia trang 9

Trang 9

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia trang 10

Trang 10

Tải về để xem bản đầy đủ

pdf 13 trang baonam 16480
Bạn đang xem 10 trang mẫu của tài liệu "Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia", để tải tài liệu gốc về máy hãy click vào nút Download ở trên

Tóm tắt nội dung tài liệu: Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia

Financial inclusion and its impact on financial efficiency and sustainability: Empirical evidence from Asia
fi
en
c c
ersi
ss S
ina
nive
Keywords: Financial inclusion; Panel data analysis; Principal component analysis; Standardization; Asia
G20 Summit held in Seoul, South Korea in November 2010, also involves access to appropriate credit from formal financial
institutions, in addition to the use of insurance products that
enable people to alleviate financial risks such as fire, flood or
crop damage (Demirguc-Kunt et al., 2017). Furthermore, ac-
cess to accounts through financial inclusion increased savings
* Corresponding author.
E-mail address: Ha.lethai@rmit.edu.vn (T.-H. Le).
Peer review under responsibility of Borsa _Istanbul Anonim S¸irketi.
Available online at www.sciencedirect.com
Borsa _Ista
Borsa _Istanbul R
+ MODEL1. Introduction
Financial development is a critical and inextricable part of the
growth process and has thus received considerable attention in
recent years since the emergence of the endogenous growth the-
ory. Financial inclusion, i.e. the use of formal financial services, is
a feature of financial development which received a great deal of
public attention and research interest in the early 2000s, origi-
nating from a research finding that attributed poverty to financial
exclusion (Babajide, Adegboye, & Omankhanlen, 2015). At the
financial inclusion has been recognized as one of the nine key
pillars of the global development agenda (GPFI, 2011).
Financial inclusion implies that all adult members of the
society are granted access to a range of proper financial ser-
vices, designed based on their needs and provided at afford-
able costs. Formal financial inclusion begins with having a
deposit or transaction account, at a bank or other financial
service provider, for the purpose of making and receiving
payments as well as storing or saving money (Demirguc-Kunt,
Klapper, & Singer, 2017). At a later stage, financial inclusionJEL classification: O16; O57; C38; C33Received 10 April 2019; revised 8 June 2019; accepted 11 July 2019
Available online ▪ ▪ ▪
Abstract
This study examines the trend of financial inclusion in Asia and its impact on financial efficiency and financial sustainability. For this
purpose, the study employs a sample of 31 Asian countries during the period spanning from 2004 to 2016. Composite indicators for the three
financial dimensions are constructed using principal component analysis (PCA) based on normalized variables. We find that the trends are
fluctuating across countries and there is no clear pattern in several cases. The findings are robust to different normalization techniques.
Furthermore, the impact of financial inclusion on financial efficiency and sustainability is analysed using Feasible Generalized Least Squares
(FGLS). The estimation results indicate that growing financial inclusion negatively affects financial efficiency while favourably influences
financial sustainability. The findings hold for the whole sample as well as across the two subsamples of countries with different income levels.
This implies that while there are policy synergies between growing financial inclusion and maintaining financial sustainability, proper attention
needs to be paid to the side effect of financial inefficiency associated with increasing financial inclusion.
Copyright © 2019, Borsa _Istanbul Anonim S¸irketi. Production and hosting by Elsevier B.V. This is an open access article under the CC BY-NC-
ND license ( inclusion and its impact on
Empirical evid
Thai-Ha Le a,b,*, Anh Tu Chu
a RMIT Univ
b IPAG Busine
c Academy of F
d Waseda UPlease cite this article as: Le, T.-H et al., Financial inclusion and its impact on
_Istanbul Review, https://doi.org/10.1016/j.bir.2019.07.002
https://doi.org/10.1016/j.bir.2019.07.002
2214-8450/Copyright © 2019, Borsa _Istanbul Anonim S¸irketi. Production and hos
license ( efficiency and sustainability:
ce from Asia
, Farhad Taghizadeh-Hesary d
ty, Viet Nam
chool, France
nce, Viet Nam
rsity, Japan
nbul Review
eview xxx (xxxx) xxx
rsa-istanbul-review/2214-8450financial efficiency and sustainability: Empirical evidence from Asia, Borsa
ting by Elsevier B.V. This is an open access article under the CC BY-NC-ND
anb
+ MODELamong farmers, leading to greater agricultural output and
household spending (Demirguc-Kunt et al., 2017). This
particularly matters for those people who live in the poorest
households in rural areas. In this regard, financial inclusion
helps reduce poverty and inequality.
Financial inclusion is recognized as ‘a process that marks
improvement in quantity, quality, and efficiency of financial
intermediary services’ (Babajide et al., 2015), which helps
improve lives, foster opportunities and strengthen economies.
Local savings are promoted through financial inclusion,
leading to increased productive investments in local businesses
(Babajide et al., 2015).
This study examines the financial inclusion in Asia
regarding two matters: (1) the trend of financial ... 016. These findings hold
for the whole sample and the subsamples of countries at
different income levels.
Our empirical evidence indicates that financial stability and
financial inclusion are mutually reinforcing and thus a balance
between these two objectives can be achieved. That is, poli-
cymakers can obtain the objectives of including a growing
number of users of financial services while maintaining sys-
temic stability. Indeed, it is opined that the recent policy re-
forms that promote financial inclusion in Asia have supported
an accessible and stable financial sector environment (Hannig
& Jansen, 2010).
On the contrary, our findings suggest that policy measures to
increase financial inclusion might have the side effect of
11ul Review xxx (xxxx) xxxreducing financial efficiency. This is attributable to the higher
intensity of participation in the financial markets that lead to the
financial efficiency and sustainability: Empirical evidence from Asia, Borsa
Supplementary data to this article can be found online at
Adu, G., Marbuah, G., & Mensah, J. T. (2013). Financial development and
anb
+ MODELeconomic growth in Ghana: Does the measure of financial development
matter? Review of Development finance, 3(4), 192e203.
Ageme, A. E., Anisiuba, C. A., Alio, F. C., Ezeaku, H. C., &
Onwumere, J. U. J. (2018). Empirical assessment of the effects of financial
inclusion on poverty reduction in Nigeria. European Journal of Economics,
Finance and Administrative Sciences, 99.
Aisen, A., & Franken, M. (2010). Bank credit during the 2008 financial crisis:
A cross-country comparison. International Monetary Fund Working Paper.
No. 10/47.
Ali, K., Akhtar, M. F., & Ahmed, H. Z. (2011). Bank-specific and macro-
economic indicators of profitability-empirical evidence from the com-
mercial banks of Pakistan. International Journal of Business and Social
Science, 2(6), 235e242.
Allen, F., Demirgu€c,-Kunt, A., Klapper, L., & Peria, M. S. M. (2016). The
foundations of financial inclusion: Understanding ownership and use of
formal accounts. Journal of Financial Intermediation, 27, 1e30.
Ang, J. B. (2010). Research, technological change and financial liberalization
in South Korea. Journal of Macroeconomics, 32(1), 457e468.
Ang, J. B., & McKibbin, W. J. (2007). Financial liberalization, financial sector
development and growth: evidence from Malaysia. Journal of Develop-
ment Economics, 84(1), 215e233.
Athanasoglou, P. P.,Brissimis, S.N.,&Delis,M.D. (2008).Bankspecific, industry-
specific and macroeconomic determinants of bank profitability. Journal of
International Financial Markets, Institutions and Money, 18, 121e136.
Babajide, A. A., Adegboye, F. B., & Omankhanlen, A. E. (2015). Financial
inclusion and economic growth in Nigeria. International Journal of Eco-
nomics and Financial Issues, 5(3), 629e637.
Bhardwaj, M., Hedrick-Wong, Y., & Howard, T. (2018). Financial inclusionhttps://doi.org/10.1016/j.bir.2019.07.002.
Referencesexpansion social costs of individual institutional imperfections.
Consequently, social and moral will likely increase (De la Torre
et al., 2011). Furthermore, growing financial inclusion due to
intensive participation in the financial system by low-income
clients may lead to high transaction and information costs.
This increases the lack of collateral or credit history, which
contributes to information asymmetriese a fundamental source
of inefficiencies. In order to resolve this problem, a greater
number of financial intermediaries accompanied by proper
governance and an adequate structure of financial regulation and
supervision are essential (De la Torre et al., 2011).
Conflict of interest
The authors declare no conflict of interest.
Acknowledgement
This work was part of the project “Solutions for Promoting
Financial Inclusion in Vietnam”, supported by The Office of
National S&T research Programs (ONARP) of Vietnam, grant
number KX.01.30/16-20.
Appendix A. Supplementary data
12 T.-H. Le et al. / Borsa _Istfor Asia's unbanked. The World Bank blogs. Published on April 30, 2018.
Please cite this article as: Le, T.-H et al., Financial inclusion and its impact on
_Istanbul Review, https://doi.org/10.1016/j.bir.2019.07.002Retrieved on September 13, 2018. Available at: 
allaboutfinance/financial-inclusion-asias-unbanked.
Bhattarai, Y. R. (2017). Effect of non-performing loan on the profitability of
commercial banks in Nepal. Prestige International Journal of Manage-
ment and Research, 10(2), 1e9.
Cihak, M., Mare, D. S., & Melecky, M. (2016). The nexus of financial in-
clusion and financial stability: A study of trade-offs and synergies. The
World Bank.
Combey, A., & Togbenou, A. (2017). The bank sector performance and
macroeconomics environment: empirical evidence in Togo. International
Journal of Economics and Finance, 9(2), 2017.
Capraru, B., & Ihnatov, I. (2014). Banks' profitability in selected central and
eastern european countries. Procedia Economics and Finance, 16,
587e591.
Demirguc-Kunt, A., & Huzinga, H. (1999). Determinants of commercial bank
interest margins and profitability: Some international evidence. The World
Bank Economic Review, 13(2), 379e440.
Demirguc-Kunt, A., & Klapper, L. (2012). Measuring financial inclusion: The
global Findex database. Policy research working paper 6025. The World
Bank.
Demirguc-Kunt, A., Klapper, L., & Singer, D. (2017). Financial inclusion and
inclusive growth: A review of recent empirical evidence. policy research
working paper series 8040, the World Bank. Retrieved on 13 September
2018. Available at: 
403611493134249446/pdf/WPS8040.pdf.
Demirguc-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2018). The
global Findex database 2017: Measuring financial inclusion and the fin-
tech revolution. The World Bank.
Demirgu€c,-Kunt, A., Klapper, L., & Singer, D. (2013). Financial inclusion and
legal discrimination against women: Evidence from developing countries
(policy research working paper No. 6416). Washington, DC: The World
Bank.
Demirgu€c,-Kunt, A., & Klapper, L. (2013). Measuring financial inclusion:
Explaining variation in use of financial services across and within coun-
tries. Brookings Papers on Economic Activity, 2013(1), 279e340.
De la Torre, A., Ize, A., & Schmukler, S. L. (2011). Financial development in
Latin America and the caribbean: The road ahead. Washington DC: The
World Bank.
Diniz, E., Birochi, R., & Pozzebon, M. (2012). Triggers and barriers to
financial inclusion: The use of ICT-based branchless banking in an
Amazon county. Electronic Commerce Research and Applications, 11(5),
484e494.
Dumitrescu, E. I., & Hurlin, C. (2012). Testing for Granger non-causality in
heterogeneous panels. Economic Modelling, 29(4), 1450e1460.
Estrada, G., Park, D., & Ramayandi, A. (2010). Financial development and
economic growth in developing Asia. Asian development bank economics
working paper No. 233. Retrieved on 26 July 2018. Available at: https://
papers.ssrn.com/sol3/papers.cfm?abstract_id¼1751833.
Fungacova, Z., & Weill, L. (2015). Understanding financial inclusion in China.
China Economic Review, 34, 196e206.
García, M. J. R., & Jose, M. (2016). Can financial inclusion and financial
stability go hand in hand? Economic Issues, 21(2), 81e103.
Global Partnership for Financial Inclusion (GPFI). (2011). The first G20 global
partnership for financial inclusion (GPFI) forum. Forum report published
on October 01st, 2011. Retrieved on 18 September 2018. Available at:
https://www.gpfi.org/sites/default/files/documents/GPFI%20Forum%
20Report.pdf.
Hair, J. F., Black, W. C., Babin, B. J., Anderson, R. E., & Tatham, R. L. (2006).
Multivariate data analysis. Uppersaddle River. NJ: Pearson Prentice Hall.
Hannig, A., & Jansen, S. (2010). Financial inclusion and financial stability:
Current policy issues. ADBI Working Paper No. 259. Tokyo: Asian
Development Bank Institute.
Honohan, P. (2008). Cross-country variation in household access to financial
services. Journal of Banking & Finance, 32, 2493e2500.
Jahan, S., De, J., Jamaludin, F., Sodsriwiboon, P., & Sullivan, C. (2019). The
financial inclusion landscape in the asia-pacific region: A dozen key
ul Review xxx (xxxx) xxxfindings (No. 19/79). International Monetary Fund. Available at: https://
www.imf.org/~/media/Files/Publications/WP/2019/WPIEA2019079.ashx.
financial efficiency and sustainability: Empirical evidence from Asia, Borsa
Jolliffe, I. (2011). Principal component analysis. In International encyclopedia
of statistical science (pp. 1094e1096). Berlin, Heidelberg: Springer.
Kempson, E., Atkinson, A., & Pilley, O. (2004). Policy level response to
financial exclusion in developed economies: lessons for developing
countries. Report of Personal Finance Research Centre: University of
Bristol.
Kempson, E. (2006). Policy level response to financial exclusion in developed
economies: Lessons for developing countries. Paper presented at the
conference, access to finance: Building inclusive financial systems, may
30-31 2006. Washington DC: World Bank. Retrieved on 13 September
2018. Available at: 
response_to_fin_exc_EK_0506.pdf.
Khrawish, H. A. (2011). Determinants of commercial banks performance:
evidence from Jordan. International Research Journal of Finance and
Rachdi, H. (2013). What determines the profitability of banks during and
before the international financial crisis? Evidence from Tunisia. Interna-
tional Journal of Economics, Finance and Management, 2(4).
Radovanovic, M., Filipovic, S., & Golusin, V. (2018). Geo-economic approach
to energy security measurementeprincipal component analysis. Renew-
able and Sustainable Energy Reviews, 82, 1691e1700.
Rosenfeld, R., & Fornango, R. (2007). The impact of economic conditions on
robbery and property crime: The role of consumer sentiment. Criminology,
45(4), 735e769.
Saeed, M. S. (2014). Bank-related, industry-related and macroeconomic fac-
tors affecting bank profitability: A case of the United Kingdom. Research
Journal of Finance and Accounting, 5(2), 42e50.
Sarma, M. (2012). Index of Financial InclusioneA measure of financial sector
inclusiveness. Money, Trade, Finance, and Development Competence
13T.-H. Le et al. / Borsa _Istanbul Review xxx (xxxx) xxx
+ MODELEconomics, (81), 148e159.
Kim, J. H. (2016). A study on the effect of financial inclusion on the rela-
tionship between income inequality and economic growth. Emerging
Markets Finance and Trade, 52(2), 498e512.
Kim, D. W., Yu, J. S., & Hassan, M. K. (2018). Financial inclusion and
economic growth in OIC countries. Research in International Business and
Finance, 43, 1e14.
Kumar, N. (2013). Financial inclusion and its determinants: evidence from
India. Journal of Financial Economic Policy, 5(1), 4e19.
Le, T. H., Kim, J., & Lee, M. (2016). Institutional quality, trade openness, and
financial sector development in Asia: An empirical investigation.
Emerging Markets Finance and Trade, 52(5), 1047e1059.
Mehrotra, A., & Yetman, J. (2015). Financial inclusion-issues for central
banks. BIS Quarterly Review. London: Department for Business Innova-
tion and Skills.
Morgan, P., & Pontines, V. (2014). Financial stability and financial inclusion.
Retrieved on 26 July 2018. ADBI Working Paper Series, No.488. Available
at: https://papers.ssrn.com/sol3/papers.cfm?abstract_id¼2464018.
Motelle, S., & Biekpe, N. (2015). Financial integration and stability in the
Southern African development community. Journal of Economics and
Business, 79, 100e117.
Muhammad Adnan Hye, Q. (2011). Financial development index and eco-
nomic growth: Empirical evidence from India. The Journal of Risk
Finance, 12(2), 98e111.
Mundfrom, D. J., Shaw, D. G., & Ke, T. L. (2005). Minimum sample size
recommendations for conducting factor analyses. International Journal of
Testing, 5(2), 159e168.
Neaime, S., & Gaysset, I. (2018). Financial inclusion and stability in MENA:
Evidence from poverty and inequality. Finance Research Letters, 24,
230e237.
Nelson, W. R., & Perli, R. (2007). Selected indicators of financial stability.
Risk Measurement and Systemic Risk, 4, 343e372.
Olgu, €O. (Ed.). (2014). Handbook of research on strategic developments and
regulatory practice in global finance. IGI Global.
Parks, R. (1967). Efficient estimation of a system of regression Equations
when Disturbances are both serially and contemporaneously correlated.
Journal of the American Statistical Association, 62(318), 500e509.Please cite this article as: Le, T.-H et al., Financial inclusion and its impact on
_Istanbul Review, https://doi.org/10.1016/j.bir.2019.07.002Centerin cooperation with DAAD Partnership and Hochschule fu¨r Technik
und Wirschaft. Berlin University of Applied Sciences. Working Paper No.
07/2012.
Sarma, M. (2015). Measuring financial inclusion. Economics Bulletin, 35(1),
604e611.
Sarma, M., & Pais, J. (2011). Financial inclusion and development. Journal of
International Development, 23(5), 613e628.
Segre, M. (2018). Financial literacy and financial inclusion in Vietnam: A way
back and forth. Study Report, Deutsche Gesellschaft fu¨r Internationale
Zusammenarbeit (GIZ) GmbH. Published in February, 2018. Available at:
financial%20inclusion.pdf.
Sharma, D. (2016). Nexus between financial inclusion and economic growth:
Evidence from the emerging Indian economy. Journal of financial eco-
nomic policy, 8(1), 13e36.
Shen, C. H., & Chen, T. H. (2014). Performance analysis of liquidity indicators
as early warning. signals. HKIMR Working Paper No.30/2014. Retrieved
on 17th May, 2019. Available at: 
publication/404/wp-no-30_2014-final-.pdf.
Smaoui, H., & Ben Salah, I. (2012). Profitability of islamic banks in the GCC
region. Global Economy and Finance Journal, 5(1), 85102.
Swamy, V. (2014). Financial inclusion, gender dimension, and economic
impact on poor households. World Development, 56, 1e15.
Tabachnick, B. G., Fidell, L. S., & Ullman, J. B. (2007). Using multivariate
statistics (Vol. 5). Boston, MA: Pearson.
Thiagarajan, S. (2018).An analysis of performance of commercial banks inBelize
during post global recession period. The Journal of Finance, 6(2), 33e47.
World Bank. (2010). Financial access 2010: The state of financial inclusion
through of crisis. Washington: The CGAP, The World Bank Group.
Yoshino, N., & Taghizadeh-Hesary, F. (2015). Analysis of credit ratings for
small and medium-sized enterprises: evidence from Asia. Asian Devel-
opment Review, 32(2), 18e37.
Zeitun, R. (2012). Determinants of islamic and conventional banks perfor-
mance in GCC countries using panel data analysis. Global Economy and
Finance Journal, 5(1), 53e72.
Zins, A., & Weill, L. (2016). The determinants of financial inclusion in Africa.
Review of Development Finance, 6(1), 46e57.financial efficiency and sustainability: Empirical evidence from Asia, Borsa

File đính kèm:

  • pdffinancial_inclusion_and_its_impact_on_financial_efficiency_a.pdf