Non-linear Impacts of Financial Inclusion on Pakistan’s Inclusive Growth: A Regime-Switching Approach

https://doi.org/10.35536/lje.2024.v29.i1.a4

Authors

  • Faiz Farid Student of BS Economics University of Central Punjab, Lahore. (Corresponding Author)
  • Asma Fiaz Assistant Professor at the National Defense University, Islamabad.
  • Fareeha Armaghan Research Fellow Sustainable Development Policy Institute.

Keywords:

Inclusive Growth, , Financial Inclusion, Regime Switching

Abstract

This study explores the connection between financial inclusion and inclusive growth, highlighting the pressing need for such growth in contemporary Pakistan alongside the ongoing efforts to enhance financial inclusion levels. Utilizing a time series dataset from 2004 to 2022, we investigate variables including the index of inclusive growth, the composite index of financial inclusion, FDI, budget deficit, remittances, and government effectiveness. The analysis employs the Markov regime-switching technique to address the non-linearity of the data. Findings indicate a non-linear relationship between inclusive growth and financial inclusion. Financial inclusion has a significant and positive effect on inclusive growth during low-growth periods but exhibits negative effects during high-growth periods.
Government effectiveness consistently demonstrates a positive impact across both high and low-growth phases, with a more pronounced effect during low-growth periods. Remittances negatively influence growth, while FDI and budget deficit show significant positive effects during low-growth periods. Key recommendations include enhancing rural financial access and digital literacy during low-growth phases, addressing structural and regulatory inefficiencies during high-growth periods, and integrating Islamic finance into national strategies. Strengthening governance and periodically reviewing policies to align with evolving economic conditions are also vital for achieving sustained and equitable development.

References

Anand, R., Mishra, M. S., & Peiris, M. S. J. (2013). Inclusive growth: Measurement and

determinants. International Monetary Fund.

Anand, S., & Chhikara, K. S. (2013). A theoretical and quantitative analysis of

financial inclusion and economic growth. Management and Labour

Studies, 38(1-2), 103-133.

Chibba, M. (2009). Financial inclusion, poverty reduction and the millennium

development goals. The European Journal of Development Research, 21, 213-

230.

Dai, T., & Shi, F. (2023). Research on differences and influencing factors of

inclusive green development in Beijing-Tianjin-Hebei region. Advances in

Management and Applied Economics, 13(3).

Demirgüç-Kunt, A., & Singer, D. (2017). Financial inclusion and inclusive growth:

A review of recent empirical evidence. World Bank Policy Research Working

Paper, (8040).

Dou, D., & Li, L. (2022). Does sustainable financial inclusion and energy efficiency

ensure green environment? Evidence from BRICS countries. Economic

research-Ekonomska istraživanja, 35(1), 5599-5614.

Fahmy, M., & Ghoneim, H. (2023). Financial inclusion demand-side determinants:

analysis from Egypt. Management & Sustainability: An Arab Review.

Fransen, S., & Mazzucato, V. (2014). Remittances and household wealth after

conflict: A case study on urban Burundi. World Development, 60, 57-68.

Huang, W., Gu, X., Lin, L., Alharthi, M., & Usman, M. (2023). Do financial

inclusion and income inequality matter for human capital? Evidence from

sub-Saharan economies. Borsa Istanbul Review, 23(1), 22-33.

Ifediora, C., Offor, K. O., Eze, E. F., Takon, S. M., Ageme, A. E., Ibe, G. I., &

Onwumere, J. U. (2022). Financial inclusion and its impact on economic

growth: Empirical evidence from sub-Saharan Africa. Cogent Economics &

Finance, 10(1), 2060551.

Iqbal, B. A., & Sami, S. (2017). Role of banks in financial inclusion in

India. Contaduría y administración, 62(2), 644-656.

Kemal, A. R. (2006). Income Inequalities in Pakistan and a strategy to reduce

income inequalities. Background Paper for PRSP-II, PRSP Secretariat,

Government of Pakistan

Khan, M. A., & Rehan, R. (2022). Revealing the impacts of banking sector

development on renewable energy consumption, green growth, and

environmental quality in China: does financial inclusion matter?. Frontiers

in Energy Research, 10, 940209.

Koomson, I., Villano, R. A., & Hadley, D. (2020). Effect of financial inclusion on

poverty and vulnerability to poverty: Evidence using a multidimensional

measure of financial inclusion. Social Indicators Research, 149(2), 613-639.

Kosack, S., & Tobin, J. (2006). Funding self-sustaining development: The role of

aid, FDI and government in economic success. International

organization, 60(1), 205-243.

Li, Y., Wang, M., Liao, G., & Wang, J. (2022). Spatial Spillover Effect and Threshold

Effect of Digital Financial Inclusion on Farmers’ Income Growth—Based on

Provincial Data of China. Sustainability, 14(3), 1838.

Mandira Sarma, (2015) ''Measuring Financial Inclusion'', Economics Bulletin,

Volume 35, Issue 1, pages 604-611

McKinley, T. (2010). Inclusive growth criteria and indicators: An inclusive growth

index for diagnosis of country progress.

McKinsey & Company. (2023). What is financial inclusion?

https://www.mckinsey.com/featured-insights/mckinseyexplainers/what-is-financial-inclusion#/

Ministry of Finance. (2018). Government’s 100-days Agenda,National Financial

Inclusion Strategy. Pakistan: Ministry of Finance. Finance division.

https://www.finance.gov.pk/NFIS.pdf

NHDR. (2020). The three Ps of inequality: Power, People, and Policy. Islamabad: United

Nations Development Programme, Pakistan.

Ofori, I. K., Osei, D. B., & Alagidede, I. P. (2022). Inclusive growth in Sub-Saharan

Africa: Exploring the interaction between ICT diffusion, and financial

development. Telecommunications Policy, 46(7), 102315.

Omar, M. A., & Inaba, K. (2020). Does financial inclusion reduce poverty and

income inequality in developing countries? A panel data analysis. Journal

of economic structures, 9(1), 37.

Park, C. Y., & Mercado, R. (2015). Financial inclusion, poverty, and income

inequality in developing Asia. Asian Development Bank Economics Working

Paper Series, (426).

Prasad, M. K., & Castro, A. (2018, October 17). Is GDP an adequate measure of

development?

Saha, A., Carreras, M., & Quak, E. J. (2022). Investigating initial policy responses

to COVID-19: evidence across 59 countries. International Review of Applied

Economics, 36(5-6), 762-791.

Saleem, R., Nasreen, S., & Azam, S. (2022). Role of financial inclusion and export

diversification in determining green growth: evidence from SAARC

economies. Environmental Science and Pollution Research, 29(40), 60327-

60340.

Sarma, M., & Pais, J. (2011). Financial inclusion and development. Journal of

international development, 23(5), 613-628.

Silajdzic, S., & Mehic, E. (2016). Absorptive capabilities, FDI, and economic growth

in transition economies. Emerging Markets Finance and Trade, 52(4), 904-922.

State Bank of Pakistan. (2021). Banking on Equality Policy: to Reduce Gender Gap in

Financial Inclusion. Karachi: State Bank of Pakistan. Retrieved from

https://www.sbp.org.pk/boe/BankingonEquality.pdf

Svitlana Naumenkova, Svitlana Mishchenko and Dmytro Dorofeiev (2019). Digital

financial inclusion: evidence from Ukraine. Investment Management and

Financial Innovations, 16(3), 194-205.

Tay, L. Y., Tai, H. T., & Tan, G. S. (2022). Digital financial inclusion: A gateway to

sustainable development. Heliyon.

Teräsvirta, Timo. 1995. Modelling nonlinearity in US gross national product 1889–

987. Empirical Economics 20: 577–97

Toriola, A. K., Aberu, F., Amusa, S. O., Adeniwura, O. O., & Mustapha, B. H.

(2022). Fiscal Stability and Inclusive Growth in Nigeria. Indonesian Journal

of Contemporary Education, 4(2), 43-52.

UNCTAD and EEC (2019). Inclusive growth of the Eurasian Economic Union

Member States: Assessments and opportunities.

http://www.eurasiancommission.org/ru/act/integr_i_makroec/dep_m

akroec_pol/Documents/Inclusive_growth_in_EAEU_Member.pdf

UNCTAD. (2023). Stark contrasts in inclusive growth – progress towards equal

opportunities needed everywhere. United Nations publication.

World Bank. (2018). Financial Inclusion is a key enabler to reducing poverty and

boosting prosperity. WorldBank Official Website.

Zucchelli, D. (2023). Financial Inclusion is Rapidly Growing but the Access to

Financial Services Remains Modest. Asian Journal of Finance & Accounting.

https://doi.org/10.5296/ajfa.v15i1.18963.

Zulfiqar, K., Chaudhary, M. A., & Aslam, A. (2016). Financial inclusion and its

implications for inclusive growth in Pakistan. Pakistan Economic and Social

Review, 54(2), 297-325.

Downloads

Published

2025-10-23