Digital Divide on Financial Development in Asia-Pacific Region: The Role of Contextual Factors

Authors

  • Bao Trung Phan International School, Vietnam National University Ha Noi
  • Dao Le-Van Vietnam National University Hanoi's International School and RMIT University
  • Dinh Van Nguyen International School VNU Hanoi
  • Thi Kim Duyen Nguyen International School, Vietnam National University, Hanoi

DOI:

https://doi.org/10.47743/saeb-2025-0012

Keywords:

digital divide, financial development, Asia-Pacific Region, institutional quality.

Abstract

This study delves into the influence of the digital divide on financial development, considering contextual factors, particularly institutional frameworks. The Asia-Pacific region, chosen for its diverse variables across countries, was pivotal in elucidating this relationship. This research reveals that the impact of the digital divide on financial development becomes evident about two years post-implementation by addressing time lag and endogeneity concerns with instrumental variables. Notably, the study highlights how the digital divide affects financial inclusion advancements, with institutional quality moderating the strength of this relationship but not altering its trajectory. Monopoly is recognized as a constraint on financial development, supporting previous research. Policymakers in transitioning economies should heed the delayed effects of digital transformation, emphasizing long-term strategies considering multifaceted impacts on financial development.

References

Agarwal, S., & Chua, Y. H. (2020). FinTech and household finance: A review of the empirical literature. China Finance Review International, 10(4), 361-376. http://dx.doi.org/10.1108/CFRI-03-2020-0024

Aghion, P., Akcigit, U., Hyytinen, A., & Toivanen, O. (2017). The social origins of inventors. NBER, 24110.

Alam, N., Gupta, L., & Zameni, A. (2019). Digitalization, Development and Disruption Fintech and Islamic finance: Palgrave Macmillan Cham. http://dx.doi.org/10.1007/978-3-030-24666-2

Allen, F., Carletti, E., Cull, R., Qian, J., Senbet, L., & Valenzuela, P. (2014). Resolving the African financial development gap: Cross-country comparisons and a within-country study of Kenya. In African Successes, III: Modernization and Development, 13-62.

Aterido, R., Hallward-Driemeier, M., & Pagés, C. (2011). Big constraints to small firms’ growth? Business environment and employment growth across firms. Economic Development and Cultural Change, 59(3), 609-647. http://dx.doi.org/10.1086/658349

Aziz, A., & Naima, U. (2021). Rethinking digital financial inclusion: Evidence from Bangladesh. Technology in Society, 64, 101509. http://dx.doi.org/10.1016/j.techsoc.2020.101509

Azizi, S. (2020). Impacts of remittances on financial development. Journal of Economic Studies (Glasgow, Scotland), 47(3), 467-477. http://dx.doi.org/10.1108/JES-01-2019-0045

Azmeh, C. (2025). Bridging divides: The role of Fintech and financial inclusion in reducing poverty and inequality in developing countries. Innovation and Development, 1-20. http://dx.doi.org/10.1080/2157930X.2025.2467515

Badra, S., Jain, S., & Vichore, S. (2025). Fintech and financial inclusion: conceptual foundations and research landscape. Global Knowledge, Memory and Communication. http://dx.doi.org/10.1108/GKMC-07-2024-0443

Bara, A. (2016). Diffusion and adoption of bank financial innovation in Zimbabwe: An external factor analysis. African Journal of Science, Technology, Innovation and Development, 8(4), 357-368. http://dx.doi.org/10.1080/20421338.2016.1156839

Barth, J. R., Caprio, G., & Levine, R. (2013). Bank regulation and supervision in 180 countries from 1999 to 2011. Journal of Financial Economic Policy, 5(2), 111-219. http://dx.doi.org/10.1108/17576381311329661

Beck, T., Chen, T., Lin, C., & Song, F. M. (2016). Financial innovation: The bright and the dark sides. Journal of Banking & Finance, 72, 28-51. http://dx.doi.org/10.1016/j.jbankfin.2016.06.012

Bindu, S., Sridharan, P., Swain, R. K., & Das, C. P. (2022). Causal linkage between remittances and financial development: Evidence from the BRICS (Brazil, Russia, India, China, and South Africa). Journal of East-West Business, 28(2), 117-149. http://dx.doi.org/10.1080/10669868.2021.1976348

Blakstad, S., & Allen, R. (2018). Universal Inclusion in the New Financial Ecosystem FinTech Revolution: Palgrave Macmillan Cham. http://dx.doi.org/10.1007/978-3-319-76014-8

Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87(1), 115-143. http://dx.doi.org/10.1016/S0304-4076(98)00009-8

Bukht, R., & Heeks, R. (2017). Defining, conceptualising and measuring the digital economy. Development Informatics working paper(68).

Bunje, M. Y., Abendin, S., & Wang, Y. (2022). The multidimensional effect of financial development on trade in Africa: The role of the digital economy. Telecommunications Policy, 46(10), 102444. http://dx.doi.org/10.1016/j.telpol.2022.102444

Carlin, R., & Lee, R. M. (2021). Understanding Kim Jong-un’s Economic Policymaking: Defense versus Civilian Spending. Bulletin of the Atomic Scientists, 91. Retrieved from https://www.38north.org/2021/09/understanding-kim-jong-uns-economic-policymaking-defense-versus-civilian-spending

Chen, P., & Kim, S. (2023). The impact of digital transformation on innovation performance - The mediating role of innovation factors. Heliyon, 9(3). http://dx.doi.org/10.1016/j.heliyon.2023.e13916

Cherbib, J., Chebbi, H., Yahiaoui, D., Thrassou, A., & Sakka, G. (2021). Digital technologies and learning within asymmetric alliances: The role of collaborative context. Journal of Business Research, 125, 214-226. http://dx.doi.org/10.1016/j.jbusres.2020.11.064

Chien, M. S., Cheng, C. Y., & Kurniawati, M. A. (2020). The non-linear relationship between ICT diffusion and financial development. Telecommunications Policy, 44(9), 102023. http://dx.doi.org/10.1016/j.telpol.2020.102023

Claessens, S., Frost, J., Turner, G., & Zhu, F. (2018). Fintech credit markets around the world: size, drivers and policy issues. BIS Quarterly Review September.

Corning, G. P. (2022). ASEAN and the Regime Complex for Digital Trade in the Asia-Pacific. Journal of World Trade, 56(6). http://dx.doi.org/10.54648/trad2022038

Da-gyum, J. (2022). Past, present, future of S. Korea's first homegrown KF-21 fighter jet. The Korea Herald. Retrieved from https://www.koreaherald.com/article/2933112

Das, B. (2022). Diffusion of innovations: Theoretical perspectives and empirical evidence. African Journal of Science, Technology, Innovation and Development, 14(1), 94-103. http://dx.doi.org/10.1080/20421338.2020.1814517

Demirguc-Kunt, A., Klapper, L., Singer, D., & Ansar, S. (2018). The Global Findex Database 2017: Measuring financial inclusion and the fintech revolution. World Bank. http://dx.doi.org/10.1596/978-1-4648-1259-0

Demirgüç-Kunt, A., & Singer, D. (2017). Financial inclusion and inclusive growth: A review of recent empirical evidence. World bank policy research working paper(8040).

Dengler, K., Hiesinger, K., & Tisch, A. (2022). Digital transformation: The role of computer use in employee health. Economics and Human Biology, 46, 101137. http://dx.doi.org/10.1016/j.ehb.2022.101137

Dinh, V., Le, D. V., Duong, D., & Pham, D. (2023). Determinants affecting digital financial consumer protection: Evidence from 135 countries. Journal of Economic Asymmetries, 27, e00301. http://dx.doi.org/10.1016/j.jeca.2023.e00301

Donou-Adonsou, F., Pradhan, G., & Basnet, H. C. (2020). Remittance inflows and financial development: Evidence from the top recipient countries in Sub-Saharan Africa. Applied Economics, 52(53), 5807-5820. http://dx.doi.org/10.1080/00036846.2020.1776834

Dragu, T., & Lupu, Y. (2021). Digital authoritarianism and the future of human rights. International Organization, 75(4), 991-1017. http://dx.doi.org/10.1017/S0020818320000624

Drori, N., Alessandri, T., Bart, Y., & Herstein, R. (2024). The impact of digitalization on internationalization from an internalization theory lens. Long Range Planning, 57(1), 102395. http://dx.doi.org/10.1016/j.lrp.2023.102395

Duc, D. A., Hoi, L. Q., Van Dao, L., Lien, V. T. P., Hang, N. T., & Huong, T. L. (2024). Corporate environmental responsibility and the business risk of Vietnamese SMEs: The mediating role of internal control. Risk Management, 26(1), 2. http://dx.doi.org/10.1057/s41283-023-00133-1

Ekinci, R. (2021). The impact on digitalization on financial sector performance. The Impact of Artificial Intelligence on Governance. The Impact of Artificial Intelligence on Governance, Economics and Finance, I, 99-119. http://dx.doi.org/10.1007/978-981-33-6811-8_6

ESCAP. (2022). Asia-Pacific digital transformation report 2022: shaping our digital future. Retrieved from https://repository.unescap.org/bitstream/handle/20.500.12870/4725/ESCAP-2022-IDD-Flagship-Asia-Pacific-Digital-Transformation-Report.pdf?sequence=1&isAllowed=y

ESCAP. (2025). Asia and the Pacific SDG Progress Report 2025: engaging communities to close the evidence ga. Retrieved from https://repository.unescap.org/handle/20.500.12870/7736

Feyen, E., Heffernan, R. R., Natarajan, H., Saal, M., & Sarkar, A. (2021). World Bank group global market survey: digital technology and the future of finance. World Bank Group Fintech and the Future of Finance report.

Fromentin, V. (2017). The long-run and short-run impacts of remittances on financial development in developing countries. The Quarterly Review of Economics and Finance, 66, 192-201. http://dx.doi.org/10.1016/j.qref.2017.02.006

Fujiki, H. (2021). Will the widespread use of cashless payments reduce the frequency of the use of cash payments? Review of Economic Analysis, 13(3), 89-120. http://dx.doi.org/10.15353/rea.v13i3

García‐Avilés, J. A. (2020). Diffusion of innovation: The international Encyclopedia of media psychology. http://dx.doi.org/10.1002/9781119011071.iemp0137

GSMA. (2022). GSMA Mobile Connectivity Index. Retrieved from: https://www.mobileconnectivityindex.com/connectivityIndex.html#year=2014&dataSet=indicator

Ha, L. T. (2022). Impacts of digital business on global value chain participation in European countries. AI & Society, 1-26. http://dx.doi.org/10.1007/s00146-022-01524-w

Horobet, A., Mnohoghitnei, I., Zlatea, E. M. L., & Belascu, L. (2022). The interplay between digitalization, education, and financial development: A European case study. Journal of Risk and Financial Management, 15(3), 135. http://dx.doi.org/10.3390/jrfm15030135

Hutton, T. A. (2003). Service industries, globalization, and urban restructuring within the Asia-Pacific: New development trajectories and planning responses. Progress in Planning, 61(1), 1-74. http://dx.doi.org/10.1016/S0305-9006(03)00013-8

Hwang, Y., Park, S., & Shin, N. (2021). Sustainable development of a mobile payment security environment using fintech solutions. Sustainability (Basel), 13(15), 8375. http://dx.doi.org/10.3390/su13158375

Jemiluyi, O. O., & Jeke, L. (2023). How Catalytic Is Digital Technology in the Nexus between Migrants’ Remittance and Financial Development in Sub-Saharan African Countries? Economies, 11(3), 74. http://dx.doi.org/10.3390/economies11030074

Jordà, Ò. (2005). Estimation and inference of impulse responses by local projections. The American Economic Review, 95(1), 161-182. http://dx.doi.org/10.1257/0002828053828518

Kaur, P., Dhir, A., Bodhi, R., Singh, T., & Almotairi, M. (2020). Why do people use and recommend m-wallets? Journal of Retailing and Consumer Services, 56, 102091. http://dx.doi.org/10.1016/j.jretconser.2020.102091

Keane, M., Yu, H., Zhao, E. J., & Leong, S. (2020). Chinas Digital Presence in the Asia-Pacific: Culture, Technology and Platforms: Anthem Press. http://dx.doi.org/10.2307/j.ctv20pxxzt

Khan, M. A., Khan, M. A., Abdulahi, M. E., Liaqat, I., & Shah, S. S. H. (2019). Institutional quality and financial development: The United States perspective. Journal of Multinational Financial Management, 49, 67-80. http://dx.doi.org/10.1016/j.mulfin.2019.01.001

Kim, J. Y., Park, J., & Jun, S. (2022). Digital transformation landscape in Asia and the Pacific: Aggravated digital divide and widening growth gap. ESCAP working papaer series.

Kingiri, A. N., & Fu, X. (2020). Understanding the diffusion and adoption of digital finance innovation in emerging economies: M-Pesa money mobile transfer service in Kenya. Innovation and Development, 10(1), 67-87. http://dx.doi.org/10.1080/2157930X.2019.1570695

Kumari, N., & Khanna, J. (2017). Cashless payment: A behaviourial change to economic growth. Qualitative and Quantitative Research Review, 2(2).

Legowo, M. B., Indiarto, B., & Prayitno, D. (2021a). Digital economy inclusiveness information system model to encourage national economic recovery: Recover together, recover stronger. Paper presented at the In Conference Towards ASEAN Chairmanship 2023 (TAC 23 2021).

Legowo, M. B., Indiarto, B., & Prayitno, D. (2021b). Digitalization for business model innovation: Create, change, and improve for values. Paper presented at the In 2021 4th International Conference of Computer and Informatics Engineering (IC2IE).

Lythreatis, S., Singh, S. K., & El-Kassar, A. N. (2022). The digital divide: A review and future research agenda. Technological Forecasting and Social Change, 175, 121359. http://dx.doi.org/10.1016/j.techfore.2021.121359

Machkour, B., & Abriane, A. (2020). Industry 4.0 and its Implications for the Financial Sector. Procedia Computer Science, 177, 496-502. http://dx.doi.org/10.1016/j.procs.2020.10.068

Michaelsen, M. (2018). Transforming Threats to Power: The International Politics of Authoritarian Internet Control in Iran. International Journal of Communication(19328036), 12.

Mignamissi, D., & Djijo T, A. J. (2021). Digital divide and financial development in Africa. Telecommunications Policy, 45(9), 102199. http://dx.doi.org/10.1016/j.telpol.2021.102199

Nam, Y., & Lee, S. T. (2023). Behind the growth of FinTech in South Korea: Digital divide in the use of digital financial services. Telematics and Informatics, 81, 101995. http://dx.doi.org/10.1016/j.tele.2023.101995

Nchofoung, T. N., & Asongu, S. A. (2022). ICT for sustainable development: Global comparative evidence of globalisation thresholds. Telecommunications Policy, 46(5), 102296. http://dx.doi.org/10.1016/j.telpol.2021.102296

Nguyen, T. V., Simioni, M., & Van Le, D. (2019). Assessment of TFP change at provincial level in Vietnam: New evidence using Färe–Primont productivity index. Economic Analysis and Policy, 64, 329-345. http://dx.doi.org/10.1016/j.eap.2019.09.007

Oladunjoye, O., & Tshidzumba, N. (2023). Technology Adoption and the Financial Market Performance in Nigeria and South Africa. In Applied Research Conference in Africa, 935-952. http://dx.doi.org/10.1007/978-3-031-25998-2_72

Ong, H. B., & Chong, L. L. (2023). The effect of cashless payments on the internet and mobile banking. Journal of Financial Services Marketing, 28(1), 178-188. http://dx.doi.org/10.1057/s41264-022-00145-0

Ong, H. B., Wasiuzzaman, S., Chong, L. L., & Choon, S. W. (2023). Digitalisation and financial inclusion of lower middle-income ASEAN. Heliyon, 9(2), e13347. http://dx.doi.org/10.1016/j.heliyon.2023.e13347

Owusu-Agyei, S., Okafor, G., Chijoke-Mgbame, A. M., Ohalehi, P., & Hasan, F. (2020). Internet adoption and financial development in sub-Saharan Africa. Technological Forecasting and Social Change, 161, 120293. http://dx.doi.org/10.1016/j.techfore.2020.120293

Ozili, P. K. (2018). Impact of digital finance on financial inclusion and stability. Borsa Istanbul Review, 18(4), 329-340. http://dx.doi.org/10.1016/j.bir.2017.12.003

Ping, H. W. (2014). Banking regulation in China: Why, what, and how? Banking Regulation in China: The Role of Public and Private Sectors (pp. 51-69): Springer. http://dx.doi.org/10.1057/9781137367556_3

Prochniak, M., & Wasiak, K. (2017). The impact of the financial system on economic growth in the context of the global crisis: Empirical evidence for the EU and OECD countries. Empirica, 44, 295-337. http://dx.doi.org/10.1007/s10663-016-9323-9

Raihan, M. M., Subroto, S., Chowdhury, N., Koch, K., Ruttan, E., & Turin, T. C. (2024). Dimensions and barriers for digital (in) equity and digital divide: A systematic integrative review. Digital Transformation and Society. http://dx.doi.org/10.1108/DTS-04-2024-0054

Ramya, N., Sivasakthi, D., & Nandhini, M. (2017). Cashless transaction: Modes, advantages and disadvantages. International Journal of Applied Research, 3(1), 122-125.

Rao, K. U., & Kishore, V. (2010). A review of technology diffusion models with special reference to renewable energy technologies. Renewable & Sustainable Energy Reviews, 14(3), 1070-1078. http://dx.doi.org/10.1016/j.rser.2009.11.007

Rhee, T., Wood, J., & Kim, J. (2022). Digital Transformation as a Demographic and Economic Integrated Policy for Southeast Asian Developing Countries. Sustainability (Basel), 14(5), 2857. http://dx.doi.org/10.3390/su14052857

Rogers, E. M. (2010). Diffusion of innovations Retrieved from https://www.simonandschuster.com/books/Diffusion-of-Innovations-4th-Edition/Everett-M-Rogers/9781451602470

Ruiz-Porras, A. (2009). Financial structure, financial development and banking fragility: International evidence. Análisis Económico, 24(56), 147-173.

Runtev, M. (2020). The impact of digitization on financial markets and their tendency on global growth. Економски Развој-Economic Development, 22(1-2), 133-145.

Sardana, V., & Singhania, S. (2018). Digital technology in the realm of banking: A review of literature. International Journal of Research in Finance and Management, 1(2), 28-32. http://dx.doi.org/10.33545/26175754.2018.v1.i2a.12

Sethi, P., Chakrabarti, D., & Bhattacharjee, S. (2020). Globalization, financial development and economic growth: Perils on the environmental sustainability of an emerging economy. Journal of Policy Modeling, 42(3), 520-535. http://dx.doi.org/10.1016/j.jpolmod.2020.01.007

Shaban, A. (2025). Digitalization and exclusion - digital divides and development. In Digital Geographies - Theory, Space, and Communities: A Machine-Generated Literature Review, 255-496.

Shiller, B. R. (2013). First degree price discrimination using big data Retrieved from https://www.researchgate.net/profile/Benjamin-Shiller/publication/358940523_First-Degree_Price_Discrimination_Using_Big_Data_for_very_useful_feedback_suggestions_and_advice_I_would_also_like_to_thank/links/621e7052395296023159b47d/First-Degree-Price-Discrimination-Using-Big-Data-for-very-useful-feedback-suggestions-and-advice-I-would-also-like-to-thank.pdf

Sobiech, I. (2019). Remittances, finance and growth: Does financial development foster the impact of remittances on economic growth? World Development, 113, 44-59. http://dx.doi.org/10.1016/j.worlddev.2018.08.016

Son, C. Y. (2022). Digital connectivity: Bolstering technical development and shaping the digital economy in South. East Asia (Piscataway, N.J.).

Stuart-Fox, M. (2009). Laos: the Chinese connection. Southeast Asian Affairs, 2009(1), 141-169.

Sudan, F. K. (2020). Regional institutions in Europe and Southeast Asia: Lessons for economic integration in South Asia. Retrieved from http://hdl.handle.net/10419/238447

Svirydzenka, K. (2016). Introducing a new broad-based index of financial development: International Monetary Fund. http://dx.doi.org/10.5089/9781513583709.001

Thordsen, T., Murawski, M., & Bick, M. (2020). How to measure digitalization? A critical evaluation of digital maturity models. Paper presented at the In Responsible Design, Implementation and Use of Information and Communication Technology: 19th IFIP WG 6.11 Conference on e-Business, e-Services, and e-Society, I3E 2020, Skukuza, South Africa.

Urhie, E., Amonu, O. C., Mbah, C., Ewetan, O. O., Matthew, O. A., Adediran, O., . . . Adekeye, A. (2021). Banking technology and cashless economy in selected Sub-Saharan African countries: Does education matter? Journal of Money Laundering Control, 24(3), 584-595. http://dx.doi.org/10.1108/JMLC-10-2020-0122

Van, H. V., Van Dao, L., Hoang, L. K., & Van Hien, N. (2023). The efficiency of government finanical expenditures before and during the COVID-19 pandemic: A cross-country investigation. Finance Research Letters, 54, 103697. http://dx.doi.org/10.1016/j.frl.2023.103697

Van Le, D., & Tran, T. Q. (2022). Does the private sector increase inequality? Evidence from a transitional country. Structural Change and Economic Dynamics, 62, 451-466. http://dx.doi.org/10.1016/j.strueco.2022.06.005

Van Le, D., & Tran, T. Q. (2023). Heterogenous effects of ICT application on local tourism development: A quantile regression approach. Journal of Policy Research in Tourism, Leisure & Events, 1-23. http://dx.doi.org/10.1080/19407963.2023.2196727

Van Le, D., & Tran, T. Q. (2024). Economic growth and quality of education: Evidence from the national high school exam in Vietnam. International Journal of Educational Development, 104, 102947. http://dx.doi.org/10.1016/j.ijedudev.2023.102947

Van Le, D., & Tran, T. Q. (2025). Central budget allocation regime and total factor productivity in Vietnam: A decomposition approach. Economía, 26(1), 67-88. http://dx.doi.org/10.1108/ECON-11-2023-0187

Van Le, D., Tran, T. Q., & Doan, T. (2022). The private sector and multidimensional poverty reduction in Vietnam: A cross‐province panel data analysis. International Journal of Social Welfare, 31(3), 291-309. http://dx.doi.org/10.1111/ijsw.12524

Vo, D. H., Nguyen, N. T., Vo, A. T., Ho, C. M., & Nguyen, T. C. (2021). Does the Kuznets curve apply for financial development and environmental degradation in the Asia-Pacific region? Heliyon, 7(4), e06708. http://dx.doi.org/10.1016/j.heliyon.2021.e06708

Wade, R. H. (2023). The world development report 2022: Finance for an equitable recovery in the context of the international debt crisis. Development and Change, 54(5), 1354-1373. http://dx.doi.org/10.1111/dech.12796

Weber, A. M. (2024). Digitalizing the commercial banking business model: vanishing bank branches and the risks of financial exclusion of the elderly Commercial Banking in Transition: A Cross-Country Analysis (pp. 87-107): Springer. http://dx.doi.org/10.1007/978-3-031-45289-5_5

Wintoki, M. B., Linck, J. S., & Netter, J. M. (2012). Endogeneity and the dynamics of internal corporate governance. Journal of Financial Economics, 105(3), 581-606. http://dx.doi.org/10.1016/j.jfineco.2012.03.005

Wójcik, M., Dmochowska-Dudek, K., & Tobiasz-Lis, P. (2021). Boosting the Potential for GeoDesign: Digitalisation of the System of Spatial Planning as a Trigger for Smart Rural Development. Energies, 14(13), 3895. http://dx.doi.org/10.3390/en14133895

World Bank. (2012). Global financial development report 2013: Rethinking the role of the state in finance. World Bank. Retrieved from https://documents.worldbank.org/en/publication/documents-reports/documentdetail/853761468326979957/global-financial-development-report-2013-rethinking-the-role-of-the-state-in-finance

World Bank. (2016). World development report 2016: Digital dividends. Retrieved from https://www.worldbank.org/en/publication/wdr2016

World Bank. (2019a). The Digital Economy in Southeast Asia: Strengthening the Foundations for Future Growth. World Bank. Retrieved from https://documents1.worldbank.org/curated/en/328941558708267736/pdf/the-digital-economy-in-southeast-asia-strengthening-the-foundations-for-future-growth.pdf

World Bank. (2019b). Global financial development report 2019/2020: Bank regulation and supervision a decade after the global financial crisis. World Bank. Retrieved from https://openknowledge.worldbank.org/entities/publication/71ec90e9-08f3-52be-b0be-63f136719243

World Bank. (2024). DataBank Global Financial Development. Retrieved from: https://databank.worldbank.org/source/global-financial-development

Wu, T., & Shao, W. (2022). How does digital economy drive industrial structure upgrading: An empirical study based on 249 prefecture-level cities in China. PLoS One, 17(11), e0277787. http://dx.doi.org/10.1371/journal.pone.0277787

Yu, M., Jin, H., Zhang, H., & Chong, A. Y. L. (2023). ICT, financial development and renewable energy consumption. Journal of Computer Information Systems, 63(1), 190-203. http://dx.doi.org/10.1080/08874417.2022.2049017

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2025-06-11

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Phan, B. T., Le-Van, D., Van Nguyen, D., & Duyen Nguyen, T. K. (2025). Digital Divide on Financial Development in Asia-Pacific Region: The Role of Contextual Factors. Scientific Annals of Economics and Business. https://doi.org/10.47743/saeb-2025-0012

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