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Indian Journal of Finance

ISSN: 0973-8711 Frequency: Monthly Peer Review: Double-blind Published since: 2007 Language: English
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Original Article

Open Access Original Article

A Bibliometric Analysis on Financial Inclusion and Financial Literacy – Analyzing the Current Research Trends

Careen Mary Khongwir1,  Sharmiladevi J.C.2

1 Research Scholar , Symbiosis Centre for Research and Innovation, Symbiosis International 1(Deemed University), Pune - 411 026, Maharashtra. and Teaching Assistant, Symbiosis College of Arts & Commerce, Pune - 411 004, Maharashtra.

2 Assistant Professor, Symbiosis Centre for Management Studies, Symbiosis International (Deemed University), Pune - 411 014, Maharashtra.

Volume 17
Issue 2
Pages 27–53
Year 2023
Received: July 5, 2022 Accepted: Jan. 28, 2023 Published: Feb. 1, 2023
Abstract

Purpose: Bibliometric analysis acts as a road map in research and helps understand the existing body of knowledge. We conducted a bibliometric analysis in the field of financial inclusion (FI) and financial literacy (FL).Design/Methodology/Approach : We used Biblioshiny through R studio on 2,836 documents extracted from WOS and Scopus databases from 1984 to 2022.

Findings: We identified prominent authors, highly cited publications, significant themes and keywords, and co-citation networks.Originality/

Value: This study used Scopus and Web of Science (WOS) data to conduct the bibliometric analysis.Practical

Implications: The research results will be significant to scholars, researchers, and policymakers in FI and FL, as the study showed the roadmap and pathways to scientifically understanding current and future research trends.

Keywords Financial Inclusion Financial Literacy Financial Development Financial Behaviour Growth Mobile Money Fintech Financial Planning JELClassification Codes
How to Cite

Careen Mary Khongwir, Sharmiladevi J.C. (2023). A Bibliometric Analysis on Financial Inclusion and Financial Literacy – Analyzing the Current Research Trends. Indian Journal of Finance, 17(2), 27–53. https://doi.org/10.17010/ijf/2023/v17i2/172638

References
  1. Akpene Akakpo, A., Amidu, M., Coffie, W., & Abor, J. Y. (2022). Financial literacy, financial inclusion and participation of individual on the Ghana Stock Market. Cogent Economics & Finance, 10(1), Article 2023955. https://doi.org/10.1080/23322039.2021.2023955
  2. Akter, S., Uddin, M. H., & Tajuddin, A. H. (2021). Knowledge mapping of microfinance performance research: A bibliometric analysis. International Journal of Social Economics, 48(3), 399–418. https://doi.org/10.1108/IJSE-08-2020-0545
  3. Allen, F., Demirguc-Kunt, A., Klapper, L., & Martinez Peria, M. S. (2016). The foundations of financial inclusion: Understanding ownership and use of formal accounts. Journal of Financial Intermediation, 27, 1–30. https://doi.org/10.1016/j.jfi.2015.12.003
  4. Archambault, É., Campbell, D., Gingras, Y., & Lariviére, V. (2009). Comparing bibliometric statistics obtained from the Web of Science and Scopus. Journal of the American Society for Information Science and Technology, 60(7), 1320–1326. https://doi.org/10.1002/asi.21062
  5. Aria, M., & Cuccurullo, C. (2017). Bibliometrix: An R-tool for comprehensive science mapping analysis. Journal of Informetrics, 11(4), 959–975. https://doi.org/10.1016/j.joi.2017.08.007
  6. Aziz, M. R., Jali, M. Z., Noor, M. N., Sulaiman, S., Harun, M. S., & Mustafar, M. Z. (2021). Bibliometric analysis of literatures on digital banking and financial inclusion between 2014–2020. Library Philosophy and Practice (e-journal). https://digitalcommons.unl.edu/libphilprac/5322
  7. Bhanot, D., Bapat, V., & Bera, S. (2012). Studying financial inclusion in north-east India. International Journal of Bank Marketing, 30(6), 465–484. https://doi.org/10.1108/02652321211262221
  8. Blondel, V. D., Guillaume, J.-L., Lambiotte, R., & Lefebvre, E. (2008). Fast unfolding of communities in large networks. Journal of Statistical Mechanics: Theory and Experiment, 2008(10), P10008. https://doi.org/10.1088/1742-5468/2008/10/P10008
  9. Bongomin, G. O., Munene, J. C., Ntayi, J. M., & Malinga, C. A. (2018). Nexus between financial literacy and financial inclusion: Examining the moderating role of cognition from a developing country perspective. International Journal of Bank Marketing, 36(7), 1190–1212. https://doi.org/10.1108/IJBM-08-2017-0175
  10. Chen, X., Lun, Y., Yan, J., Hao, T., & Weng, H. (2019). Discovering thematic change and evolution of utilizing social media for healthcare research. BMC Medical Informatics and Decision Making, 19(Suppl 2), 50. https://doi.org/10.1186/s12911-019-0757-4
  11. Chhatoi, B. P., Sahoo, S. P., & Nayak, D. P. (2021). Assessing the academic journey of 'Financial Inclusion' from 2000 to 2020 through bibliometric analysis. Journal of Scientometric Research, 10(2), 148–159. https://doi.org/10.5530/JSCIRES.10.2.29
  12. Cobo, M. J., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the fuzzy sets theory field. Journal of Informetrics, 5(1), 146–166. https://doi.org/10.1016/j.joi.2010.10.002
  13. Dar, A. B., & Ahmed, F. (2021). Financial inclusion determinants and impediments in India: Insights from the global financial inclusion index. Journal of Financial Economic Policy, 13(3), 391–408. https://doi.org/10.1108/JFEP-11-2019-0227
  14. Delgadillo, L. M. (2014). Financial clarity: Education, literacy, capability, counseling, planning, and coaching. Family & Consumer Sciences Research Journal, 43(1), 18–28. https://doi.org/10.1111/fcsr.12078
  15. 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. The World Bank. https://www.worldbank.org/en/publication/globalfindex
  16. Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2018). Global Findex Database 2017: Measuring financial inclusion and the fintech revolution. World Bank. https://openknowledge.worldbank.org/handle/10986/29510
  17. Echchakoui, S. (2020). Why and how to merge Scopus and Web of Science during bibliometric analysis: The case of sales force literature from 1912 to 2019. Journal of Marketing Analytics, 8, 165–184. https://doi.org/10.1057/s41270-020-00081-9
  18. Ellegaard, O., & Wallin, J. A. (2015). The bibliometric analysis of scholarly production: How great is the impact? Scientometrics, 105, 1809–1831. https://doi.org/10.1007/s11192-015-1645-z
  19. Esquivias, M. A., Sethi, N., Ramandha, M. D., & Jayanti, A. D. (2021). Financial inclusion dynamics in Southeast Asia: An empirical investigation on three countries. Business Strategy and Development, 4(2), 203–215. https://doi.org/10.1002/bsd2.139
  20. Fernández-Olit, B., Martín Martín, J. M., & Porras González, E. (2020). Systematized literature review on financial inclusion and exclusion in developed countries. International Journal of Bank Marketing, 38(3), 600–626. https://doi.org/10.1108/ijbm-06-2019-0203
  21. Forliano, C., De Bernardi, P., & Yahiaoui, D. (2021). Entrepreneurial universities: A bibliometric analysis within the business and management domains. Technological Forecasting and Social Change, 165, 120522. https://doi.org/10.1016/j.techfore.2020.120522
  22. Gálvez-Sánchez, F. J., Lara-Rubio, J., Verdú-Jóver, A. J., & Meseguer-Sánchez, V. (2021). Research advances on financial inclusion: A bibliometric analysis. Sustainability, 13(6), 3156. https://doi.org/10.3390/su13063156
  23. Gorraiz, J., & Schloegl, C. (2008). A bibliometric analysis of pharmacology and pharmacy journals: Scopus versus Web of Science. Journal of Information Science, 34(5), 715–725. https://doi.org/10.1177/0165551507086991
  24. Goyal, K., & Kumar, S. (2021). Financial literacy: A systematic review and bibliometric analysis. International Journal of Consumer Studies, 45(1), 80–105. https://doi.org/10.1111/ijcs.12605
  25. Grohmann, A., Klühs, T., & Menkhoff, L. (2018). Does financial literacy improve financial inclusion? Cross country evidence. World Development, 111, 84–96. https://doi.org/10.1016/j.worlddev.2018.06.020
  26. Hirsch, J. E. (2010). An index to quantify an individual's scientific research output that takes into account the effect of multiple coauthorship. Scientometrics, 85, 741–754. https://doi.org/10.1007/s11192-010-0193-9
  27. Ingale, K. K., & Paluri, R. A. (2022). Financial literacy and financial behaviour: A bibliometric analysis. Review of Behavioral Finance, 14(1), 130–154. https://doi.org/10.1108/RBF-06-2020-0141
  28. Jeong, Y. K., Song, M., & Ding, Y. (2014). Content-based author co-citation analysis. Journal of Informetrics, 8(1), 197–211. https://doi.org/10.1016/j.joi.2013.12.001
  29. Kame Babilla, T. U. (2023). Digital innovation and financial access for small and medium-sized enterprises in a currency union. Economic Modelling, 120, 106182. https://doi.org/10.1016/j.econmod.2022.106182
  30. Kaur, S., & Pasricha, J. S. (2019). Problems faced by bank employees in implementation of financial inclusion schemes. Indian Journal of Finance, 13(12), 34–49. https://doi.org/10.17010/ijf/2019/v13i12/149267
  31. Kavita, & Suman. (2019). Determinants of financial inclusion in India: A literature review. Indian Journal of Finance, 13(11), 53–61. https://doi.org/10.17010/ijf/2019/v13i11/148417
  32. Kebede, J., Naranpanawa, A., & Selvanathan, S. (2023). Financial inclusion and income inequality nexus: A case of Africa. Economic Analysis and Policy, 77, 539–557. https://doi.org/10.1016/j.eap.2022.12.006
  33. Klapper, L., Lusardi, A., & van Oudheusden, P. (2015). Financial literacy around the world: Insights from the Standard & Poor's ratings services. Global financial literacy survey. https://gflec.org/wp-content/uploads/2015/11/3313-Finlit_Report_FINAL-5.11.16.pdf?x56258
  34. Ledwani, S., Chakraborty, S., & Digal, S. K. (2022). The evolution of Indian Journal of Finance: A retrospective review and future directions. Indian Journal of Finance, 16(4), 8–30. https://doi.org/10.17010/ijf/2022/v16i4/169172
  35. Lin, D., Chen, C., & Liu, Z. (2009). Statistical characteristics of an evolving co-citation network: The distribution of betweenness centrality. In, Proceedings of the 12th International Conference of the International Society for Scientometrics and Informetrics (pp. 552–560). https://www.issi- society.org/proceedings/issi_2009/ISSI2009-proc-vol2_Aug2009_batch1-paper-2.pdf
  36. Liu, A., Urquía-Grande, E., López-Sánchez, P., & Rodríguez-López, Á. (2023). Research into microfinance and ICTs: A bibliometric analysis. Evaluation and Program Planning, 97, 102215. https://doi.org/10.1016/j.evalprogplan.2022.102215
  37. Lusardi, A., & Mitchell, O. S. (2014). The economic importance of financial literacy: Theory and evidence. Journal of Economic Literature, 52(1), 5–44. https://doi.org/10.1257/jel.52.1.5
  38. Morgan, P. J., & Long, T. Q. (2020). Financial literacy, financial inclusion, and savings behavior in Laos. Journal of Asian Economics, 68, 101197. https://doi.org/10.1016/j.asieco.2020.101197
  39. Munim, Z. H., Dushenko, M., Jimenez, V. J., Shakil, M. H., & Imset, M. (2020). Big data and artificial intelligence in the maritime industry: A bibliometric review and future research directions. Maritime Policy & Management, 47(5), 577–597. https://doi.org/10.1080/03088839.2020.1788731
  40. Ngo, A. L. (2019). Index of financial inclusion and the determinants: An investigation in Asia. Asian Economic and Financial Review, 9(12), 1368–1382. https://doi.org/10.18488/journal.aefr.2019.912.1368.1382
  41. Niankara, I. (2023). The impact of financial inclusion on digital payment solution uptake within the gulf cooperation council economies. International Journal of Innovation Studies, 7(1), 1–17. https://doi.org/10.1016/j.ijis.2022.09.004
  42. Riehmann, P., Hanfler, M., & Froehlich, B. (2005). Interactive sankey diagrams. In, IEEE Symposium on Information Visualization, INFOVIS 2005 (pp. 233–240). https://doi.org/10.1109/INFVIS.2005.1532152
  43. Ruggeri, G., Orsi, L., & Corsi, S. (2019). A bibliometric analysis of the scientific literature on Fairtrade labelling. International Journal of Consumer Studies, 43(2), 134–152. https://doi.org/10.1111/ijcs.12492
  44. Sathiyan, S., & Panda, P. K. (2016). Financial inclusion in India: An analysis of pattern and determinants. Indian Journal of Finance, 10(4), 41–53. https://doi.org/10.17010/ijf/2016/v10i4/90799
  45. Sethy, S. K., & Goyari, P. (2018). Measuring financial inclusion of Indian states: An empirical study. Indian Journal of Economics and Development, 14(1), 111–118. https://doi.org/10.5958/2322-0430.2018.00012.4
  46. Sharma, S., & Sharma, S. K. (2017). Development of ITC E – Choupal based rural financial inclusion model. Indian Journal of Finance, 11(10), 20–32. https://doi.org/10.17010/ijf/2017/v11i10/118773
  47. Small, H. (1973). Co-citation in the scientific literature: A new measure of the relationship between two documents. Journal of the American Society for Information Science, 24(4), 265–269. https://doi.org/10.1002/asi.4630240406
  48. Soumaré, I., Tchana Tchana, F., & Kengne, T. M. (2016). Analysis of the determinants of financial inclusion in Central and West Africa. Transnational Corporations Review, 8(4), 231–249. https://doi.org/10.1080/19186444.2016.1265763
  49. Tripathi, R., Yadav, N., & Shastri, R. K. (2016). Financial inclusion in India through Pradhan Mantri Jan Dhan Yojana: An empirical analysis of statistical evidence. Indian Journal of Finance, 10(10), 42–55. https://doi.org/10.17010/ijf/2016/v10i10/103014
  50. UN Capital Development Fund (UNCDF). (2023). Sustainable development goals. https://www.uncdf.org/sdgs
  51. Wang, W., Ning, Z., Shu, Y., Riti, M.-K., & Riti, J. S. (2023). ICT interaction with trade, FDI and financial inclusion on inclusive growth in top African nations ranked by ICT development. Telecommunications Policy, 47(4), 102490. https://doi.org/10.1016/j.telpol.2023.102490
  52. Yadav, P., & Sharma, A. K. (2018). An investigation into factors affecting access to financial services in farmers' suicide prone Bundelkhand region of India. Indian Journal of Finance, 12(6), 46–62. https://doi.org/10.17010/ijf/2018/v12i6/128135
  53. Zhu, J., & Liu, W. (2020). A tale of two databases: The use of Web of Science and Scopus in academic papers. Scientometrics, 123, 321–335. https://doi.org/10.1007/s11192-020-03387-8
  54. Zins, A., & Weill, L. (2016). The determinants of financial inclusion in Africa. Review of Development Finance, 6(1), 46–57. https://doi.org/10.1016/j.rdf.2016.05.001
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