Banking sector's financial performance: Bibliometric data analysis and its visualization

K. Suresh; Subhendu Kumar Pradhan

doi:10.31893/multirev.2023049

Keywords:

Financial performance

Banking

Bibliometric analysis

VOSviewer

Abstract

One important factor in determining economic expansion is the efficiency of the banking sector. Banks borrow funds from investors who promote general growth in the economy and invest it as deposits. Directly channelling funds and taking part in economic activity is a recent phenomenon in the banking sector. As a result, scholars and researchers are becoming increasingly concerned about bank profitability and how it affects economic growth. To better understand various research communities who published this particular academic research, this article will look at them. This study used the VOSviewer application to conduct bank financial performance and science mapping analysis by extracting the data from the Scopus online database. We examined and visualized bibliometric data from 1057 banking publications published over 38 years (1971-2021). We present the top journals, authors, coauthors by country, keyword occurrence, cocitation analysis, and annual trend of published financial performance publications in banking. The results of this study may help bank managers and shareholders better understand the performance of their institutions. In the meantime, academic scholars and students can discover conclusions and recommendations to study the banking sector.
References
1. Andersen, J. P., Krogsgaard, K., Engel, A., & Schneider, J. W. (2018). Mapping international impact of Danish neuroscience from 2004 to 2015 using tailored scientometric methodology. European Journal of Neuroscience, 47(3), 193–200. https://doi.org/10.1111/ejn.13814.
2. Appio, F. P., Césaroni, F., & Di Minin, A. (2014). Visualizing the structure and bridges of the intellectual property management and strategy literature: a document co-citation analysis. Scientometrics, 101(1), 623–661. https://doi.org/10.1007/s11192-014-1329-0.
3. Baker, H. K., Kumar, S., & Pandey, N. (2020). A bibliometric analysis of managerial finance: a retrospective. Managerial Finance, 46(11), 1495–1517. https://doi.org/10.1108/mf-06-2019-0277.
4. Basinga, P., Gertler, P., Binagwaho, A., Soucat, A., Sturdy, J., & Vermeersch, C. M. J. (2011). Effect on maternal and child health services in Rwanda of payment to primary health-care providers for performance: an impact evaluation. The Lancet, 377(9775), 1421–1428. https://doi.org/10.1016/s0140-6736(11)60177-3.
5. Beckett, A., Hewer, P., & Howcroft, B. (2000). An exposition of consumer behaviour in the financial services industry. International Journal of Bank Marketing, 18(1), 15–26. https://doi.org/10.1108/02652320010315325.
6. Berger, A. N. (2000). The Integration of the Financial Services Industry: Where are the Efficiencies? Finance and Economics Discussion Series, 2000(36), 1–39. https://doi.org/10.17016/feds.2000.36.
7. Berger, A. N., Demsetz, R. S., & Strahan, P. E. (1999). The consolidation of the financial services industry: Causes, consequences, and implications for the future. Journal of Banking and Finance, 23(2–4), 135–194. https://doi.org/10.1016/s0378-4266(98)00125-3.
8. Callon, M., Courtial, J., Turner, W., & Bauin, S. (1983). From translations to problematic networks: An introduction to co-word analysis. Social Science Information, 22(2), 191–235. https://doi.org/10.1177/053901883022002003.
9. Chowdhury, M. a. M., & Haron, R. (2021). The efficiency of Islamic Banks in the Southeast Asia (SEA) Region. Future Business Journal, 7(1). https://doi.org/10.1186/s43093-021-00062-z.
10. Cobo, M. J., Chiclana, F., Collop, A., De Oña, J., & Herrera–Viedma, E. (2014). A bibliometric analysis of the Intelligent Transportation Systems research based on science mapping. IEEE Transactions on Intelligent Transportation Systems, 15(2), 901–908. https://doi.org/10.1109/tits.2013.2284756.
11. Cobo, M. J., López-Herrera, A. G., Liu, X., & 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.
12. Copestake, J. (2007). Mainstreaming microfinance: social performance management or mission drift? World Development, 35(10), 1721–1738. https://doi.org/10.1016/j.worlddev.2007.06.004.
13. Cornett, M. M., Erhemjamts, O., & Tehranian, H. (2016). Greed or good deeds: An examination of the relation between corporate social responsibility and the financial performance of U.S. commercial banks around the financial crisis. Journal of Banking & Finance, 70, 137-159. https://doi.org/10.1016/j.jbankfin.2016.04.024.
14. Cornett, M. M., McNutt, J. J., & Tehranian, H. (2009). Corporate governance and earnings management at large U.S. bank holding companies. Journal of Corporate Finance, 15(4), 412-430. https://doi.org/10.1016/j.jcorpfin.2009.04.003.
15. Cull, R., Demirgüç-Kunt, A., & Morduch, J. (2007). Financial performance and Outreach: A Global Analysis of Leading Microbanks. The Economic Journal, 117(517), F107–F133. https://doi.org/10.1111/j.1468-0297.2007.02017.x.
16. Davis, S., & Albright, T. (2004). An investigation of the effect of Balanced Scorecard implementation on financial performance. Management Accounting Research, 15(2), 135–153. https://doi.org/10.1016/j.mar.2003.11.001.
17. DeYoung, R., Lang, W. W., & Nolle, D. L. (2007). How the Internet affects output and performance at community banks. Journal of Banking and Finance, 31(4), 1033–1060. https://doi.org/10.1016/j.jbankfin.2006.10.003.
18. DeYoung, R., & Rice, T. (2004). Noninterest income and financial performance at U.S. commercial banks. Financial Review, 39(1), 101-127. https://doi.org/10.1111/j.0732-8516.2004.00069.x.
19. Doleck, T., & Lajoie, S. P. (2017). Social networking and academic performance: A review. Education and Information Technologies, 23(1), 435–465. https://doi.org/10.1007/s10639-017-9612-3.
20. Dong, D., & Chen, M. (2015). Publication trends and co-citation mapping of translation studies between 2000 and 2015. Scientometrics, 105(2), 1111–1128.
21. Donthu, N., Kumar, S., & Pattnaik, D. (2020). Forty-five years of Journal of Business Research: A bibliometric analysis. Journal of Business Research, 109, 1–14. https://doi.org/10.1016/j.jbusres.2019.10.039.
22. Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070.
23. Emich, K. J., Kumar, S., Lu, L., Norder, K., & Pandey, N. (2020). Mapping 50 Years of Small Group Research ThroughSmall Group Research. Small Group Research, 51(6), 659–699. https://doi.org/10.1177/1046496420934541.
24. Faccio, M., Masulis, R. W., & McConnell, J. J. (2006). Political connections and corporate bailouts. Journal of Finance, 61(6), 2597–2635. https://doi.org/10.1111/j.1540-6261.2006.01000.x.
25. Garg, S., Sinha, S., Kar, A. K., & Mani, M. (2021). A review of machine learning applications in human resource management. International Journal of Productivity and Performance Management, 71(5), 1590–1610. https://doi.org/10.1108/ijppm-08-2020-0427.
26. Groff, M., Offringa, M., Emdin, A., Mahood, Q., Parkin, P. C., & Cohen, E. (2020). Publication Trends of Pediatric and Adult Randomized Controlled Trials in General Medical Journals, 2005–2018: A citation analysis. Children (Basel), 7(12), 293.
27. Grove, H., Patelli, L., Victoravich, L., & Xu, P. (2011). Corporate Governance and Performance in the Wake of the Financial Crisis: Evidence from US Commercial Banks. Corporate Governance: An International Review, 19(5), 418–436. https://doi.org/10.1111/j.1467-8683.2011.00882.x.
28. Haj Khlifa, S., & Zaki, A. (2021). Enhanced prudential standards under basel III: What consequences for the profitability of banks. Journal of Optimization in Industrial Engineering, 14(Special Issue), 9-15.
29. Hjørland, B. (2013). Facet analysis: The logical approach to knowledge organization. Information Processing and Management, 49(2), 545–557. https://doi.org/10.1016/j.ipm.2012.10.001.
30. Hossain, M. I. (2021). Effects of E-Banking adoption on the financial performance of State-Owned commercial banks in Bangladesh. Information Resources Management Journal, 34(4), 93–112. https://doi.org/10.4018/irmj.20211001.oa1.
31. https://doi.org/10.1007/s11192-015-1769-1.
32. https://doi.org/10.3390/children7120293.
33. Huong, H. D. (2023). Effect of capital structure on the profitability of plastic and packaging companies listed in Vietnam. International Journal of Professional Business Review, 8(1), e0959. https://doi.org/10.26668/businessreview/2023.v8i1.959.
34. Joshi, M., Cahill, D., Sidhu, J., & Kansal, M. (2013). Intellectual capital and financial performance: an evaluation of the Australian financial sector. Journal of Intellectual Capital, 14(2), 264–285. https://doi.org/10.1108/14691931311323887.
35. Khan, R. U., Salamzadeh, Y., Kawamorita, H., & Rethi, G. (2020). Entrepreneurial orientation and small and medium-sized enterprises’ performance; Does ‘Access to finance’ moderate the relation in emerging economies? Vision: The Journal of Business Perspective, 25(1), 88-102. https://doi.org/10.1177/0972262920954604.
36. Loveman, G. W. (1998). undefined. Journal of Service Research, 1(1), 18-31. https://doi.org/10.1177/109467059800100103.
37. Lulewicz-Sas, A. (2017). Corporate Social Responsibility in the light of Management Science – Bibliometric analysis. Procedia Engineering, 182, 412–417. https://doi.org/10.1016/j.proeng.2017.03.124.
38. Majeed, M. T., & Zainab, A. (2021). A comparative analysis of financial performance of Islamic banks vis-à-vis conventional banks: evidence from Pakistan. ISRA International Journal of Islamic Finance, 13(3), 331–346. https://doi.org/10.1108/ijif-08-2018-0093.
39. Mallin, C., Farag, H., & Ow-Yong, K. (2014). Corporate social responsibility and financial performance in Islamic banks. Journal of Economic Behavior and Organization, 103, S21–S38. https://doi.org/10.1016/j.jebo.2014.03.001.
40. Mersland, R., & Strøm, R. Ø. (2009). Performance and governance in microfinance institutions. Journal of Banking and Finance, 33(4), 662–669. https://doi.org/10.1016/j.jbankfin.2008.11.009.
41. Moez, D., & Abdelhaq, L. (2020). Does Unsystematic Risk Management Affect the Relationship Between Banks’ Performance and The Objectives of Saudi Arabia Economic Vision 2030. Academy of Accounting and Financial Studies Journal, 24(4). https://www.abacademies.org/articles/Does-Unsystematic-Risk-Management-Affect-1528-2635-24-4-563.pdf.
42. Mollah, S., Hassan, M. K., Farooque, O. A., & Mobarek, A. (2016). The governance, risk-taking, and performance of Islamic banks. Journal of Financial Services Research, 51(2), 195–219. https://doi.org/10.1007/s10693-016-0245-2.
43. Mondal, A., & Ghosh, S. K. (2012). Intellectual capital and financial performance of Indian banks. Journal of Intellectual Capital, 13(4), 515–530. https://doi.org/10.1108/14691931211276115.
44. Moufty, S., Clark, E., & Al‐Najjar, B. (2021). The different dimensions of sustainability and bank performance: Evidence from the EU and the USA. Journal of International Accounting, Auditing and Taxation, 43, 100381. https://doi.org/10.1016/j.intaccaudtax.2021.100381.
45. Mustak, M., Salminen, J., Plé, L., & Wirtz, J. (2021). Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda. Journal of Business Research, 124, 389–404. https://doi.org/10.1016/j.jbusres.2020.10.044.
46. Nuzula, N. F. (2018). Does environmental cost affect Japanese Firms’ performance? International Journal of Professional Business Review, 4(1), 105. https://doi.org/10.26668/businessreview/2019.v4i1.105.
47. Nwaru, N. M., & Okorontah, C. F. (2014). Banks’ credit as an instrument of economic growth in Nigeria. Int J Bus Law Res, 5(2), 102-110.
48. Ongore, V. O., & Kusa, G. B. (2013). Determinants of Financial Performance of Commercial Banks in Kenya. International Journal of Economics and Financial Issues, 3(1), 237–252.
49. Özköse, H., & Gencer, C. (2017). Bibliometric analysis and mapping of management information systems field. DergiPark (Istanbul University). https://dergipark.org.tr/tr/pub/gujs/issue/32802/283182.
50. Pattnaik, D., Kumar, S., & Vashishtha, A. (2020). Research on trade credit – a systematic review and bibliometric analysis. Qualitative Research in Financial Markets, 12(4), 367–390. https://doi.org/10.1108/qrfm-09-2019-0103.
51. Paul, J., & Criado, A. R. I. (2020). The art of writing literature review: What do we know and what do we need to know? International Business Review, 29(4), 101717. https://doi.org/10.1016/j.ibusrev.2020.101717.
52. Platonova, E., Asutay, M., Dixon, R., & Mohammad, S. (2016). The Impact of Corporate Social Responsibility Disclosure on Financial Performance: Evidence from the GCC Islamic Banking Sector. Journal of Business Ethics, 151(2), 451–471. https://doi.org/10.1007/s10551-016-3229-0.
53. Pritchard, A. E. (1969). Statistical bibliography or bibliometrics. Journal of Documentation, 25, 348. http://ci.nii.ac.jp/naid/10016754266.
54. Reed, K. K., Lubatkin, M., & Srinivasan, N. (2006). Proposing and testing an Intellectual Capital-Based view of the firm. Journal of Management Studies, 43(4), 867–893. https://doi.org/10.1111/j.1467-6486.2006.00614.x.
55. Roberts, P., & Amit, R. (2003). The dynamics of innovative activity and Competitive Advantage: The case of Australian Retail Banking, 1981 to 1995. Organization Science, 14(2), 107–122. https://doi.org/10.1287/orsc.14.2.107.14990.
56. Robinson, R. B., & Pearce, J. A. (1983). The impact of formalized strategic planning on financial performance in small organizations. Strategic Management Journal, 4(3), 197–207. https://doi.org/10.1002/smj.4250040302.
57. Scholtens, B., & Dam, L. (2007). Banking on the Equator. Are Banks that Adopted the Equator Principles Different from Non-Adopters? World Development, 35(8), 1307–1328. https://doi.org/10.1016/j.worlddev.2006.10.013.
58. Simpson, W. G., & Kohers, T. (2002). The link between corporate social and financial performance: Evidence from the banking industry. Journal of business ethics, 35, 97-109.
59. Stiglitz, J. E. (1990). Peer monitoring and credit markets. The World Bank Economic Review, 4(3), 351–366. https://doi.org/10.1093/wber/4.3.351.
60. Sweileh, W. M. (2020). Bibliometric analysis of peer-reviewed literature on climate change and human health with an emphasis on infectious diseases. Globalization and Health, 16(1). https://doi.org/10.1186/s12992-020-00576-1.
61. Toorajipour, R., Sohrabpour, V., Nazarpour, A., Oghazi, P., & Fischl, M. (2021). Artificial intelligence in supply chain management: A systematic literature review. Journal of Business Research, 122, 502–517. https://doi.org/10.1016/j.jbusres.2020.09.009.
62. Tulcanaza-Prieto, A. B., Shin, H., Lee, Y., & Lee, C. W. (2020). Relationship among CSR Initiatives and Financial and Non-Financial Corporate Performance in the Ecuadorian Banking Environment. Sustainability, 12(4), 1621. https://doi.org/10.3390/su12041621.
63. Uzzi, B., & Gillespie, J. (2002). Knowledge spillover in corporate financing networks: embeddedness and the firm’s debt performance. Strategic Management Journal, 23(7), 595–618. https://doi.org/10.1002/smj.241.
64. Valtakoski, A. (2019). The evolution and impact of qualitative research in Journal of Services Marketing. Journal of Services Marketing, 34(1), 8–23. https://doi.org/10.1108/jsm-12-2018-0359.
65. Van Eck, N. J., & Waltman, L. (2009). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3
66. Van Eck, N.J. and L. Waltman (2020) Manual for VOSviewer version 1.6.15.
67. Verma, S., & Gustafsson, A. (2020). Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach. Journal of Business Research, 118, 253–261. https://doi.org/10.1016/j.jbusres.2020.06.057.
68. Waltman, L., Van Eck, N. J., & Noyons, E. (2010). A unified approach to mapping and clustering of bibliometric networks. Journal of Informetrics, 4(4), 629–635. https://doi.org/10.1016/j.joi.2010.07.002.
69. Weber, O., Scholz, R., & Michalik, G. (2008). Incorporating sustainability criteria into credit risk management. Business Strategy and the Environment, n/a. https://doi.org/10.1002/bse.636.
70. Wu, M., & Shen, C. (2013). Corporate social responsibility in the banking industry: Motives and financial performance. Journal of Banking and Finance, 37(9), 3529–3547. https://doi.org/10.1016/j.jbankfin.2013.04.023.
71. Yalçın, N., Bayrakdaroğlu, A., & Kahraman, C. (2009). Fuzzy performance evaluation in Turkish Banking Sector using Analytic Hierarchy Process and TOPSIS. Expert Systems With Applications, 36(9), 11699–11709. https://doi.org/10.1016/j.eswa.2009.03.013.
72. Yaron, J. (1994). WHAT MAKES RURAL FINANCE INSTITUTIONS SUCCESSFUL? World Bank Research Observer, 9(1), 49–70. https://doi.org/10.1093/wbro/9.1.49.
73. Yu, D., Wang, W., Zhang, W., & Zhang, S. (2018). A bibliometric analysis of research on multiple criteria decision making. Current Science, 114(04), 747. https://doi.org/10.18520/cs/v114/i04/747-758.
74. Yu, J., Li, M., & Xia, P. (2020). Bank supply chain efficiency analysis based on regional heterogeneity: a data-driven empirical study. Industrial Management and Data Systems. https://doi.org/10.1108/imds-10-2019-0541.

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How to cite

Suresh, K., & Pradhan, S. K. (2023). Banking sector’s financial performance: Bibliometric data analysis and its visualization. Multidisciplinary Reviews, 6(4), 2023049. https://doi.org/10.31893/multirev.2023049

[1] Andersen, J. P., Krogsgaard, K., Engel, A., & Schneider, J. W. (2018). Mapping international impact of Danish neuroscience from 2004 to 2015 using tailored scientometric methodology. European Journal of Neuroscience, 47(3), 193–200. https://doi.org/10.1111/ejn.13814.

[2] Appio, F. P., Césaroni, F., & Di Minin, A. (2014). Visualizing the structure and bridges of the intellectual property management and strategy literature: a document co-citation analysis. Scientometrics, 101(1), 623–661. https://doi.org/10.1007/s11192-014-1329-0.

[3] Baker, H. K., Kumar, S., & Pandey, N. (2020). A bibliometric analysis of managerial finance: a retrospective. Managerial Finance, 46(11), 1495–1517. https://doi.org/10.1108/mf-06-2019-0277.

[4] Basinga, P., Gertler, P., Binagwaho, A., Soucat, A., Sturdy, J., & Vermeersch, C. M. J. (2011). Effect on maternal and child health services in Rwanda of payment to primary health-care providers for performance: an impact evaluation. The Lancet, 377(9775), 1421–1428. https://doi.org/10.1016/s0140-6736(11)60177-3.

[5] Beckett, A., Hewer, P., & Howcroft, B. (2000). An exposition of consumer behaviour in the financial services industry. International Journal of Bank Marketing, 18(1), 15–26. https://doi.org/10.1108/02652320010315325.

[6] Berger, A. N. (2000). The Integration of the Financial Services Industry: Where are the Efficiencies? Finance and Economics Discussion Series, 2000(36), 1–39. https://doi.org/10.17016/feds.2000.36.

[7] Berger, A. N., Demsetz, R. S., & Strahan, P. E. (1999). The consolidation of the financial services industry: Causes, consequences, and implications for the future. Journal of Banking and Finance, 23(2–4), 135–194. https://doi.org/10.1016/s0378-4266(98)00125-3.

[8] Callon, M., Courtial, J., Turner, W., & Bauin, S. (1983). From translations to problematic networks: An introduction to co-word analysis. Social Science Information, 22(2), 191–235. https://doi.org/10.1177/053901883022002003.

[9] Chowdhury, M. a. M., & Haron, R. (2021). The efficiency of Islamic Banks in the Southeast Asia (SEA) Region. Future Business Journal, 7(1). https://doi.org/10.1186/s43093-021-00062-z.

[10] Cobo, M. J., Chiclana, F., Collop, A., De Oña, J., & Herrera–Viedma, E. (2014). A bibliometric analysis of the Intelligent Transportation Systems research based on science mapping. IEEE Transactions on Intelligent Transportation Systems, 15(2), 901–908. https://doi.org/10.1109/tits.2013.2284756.

[11] Cobo, M. J., López-Herrera, A. G., Liu, X., & 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.

[12] Copestake, J. (2007). Mainstreaming microfinance: social performance management or mission drift? World Development, 35(10), 1721–1738. https://doi.org/10.1016/j.worlddev.2007.06.004.

[13] Cornett, M. M., Erhemjamts, O., & Tehranian, H. (2016). Greed or good deeds: An examination of the relation between corporate social responsibility and the financial performance of U.S. commercial banks around the financial crisis. Journal of Banking & Finance, 70, 137-159. https://doi.org/10.1016/j.jbankfin.2016.04.024.

[14] Cornett, M. M., McNutt, J. J., & Tehranian, H. (2009). Corporate governance and earnings management at large U.S. bank holding companies. Journal of Corporate Finance, 15(4), 412-430. https://doi.org/10.1016/j.jcorpfin.2009.04.003.

[15] Cull, R., Demirgüç-Kunt, A., & Morduch, J. (2007). Financial performance and Outreach: A Global Analysis of Leading Microbanks. The Economic Journal, 117(517), F107–F133. https://doi.org/10.1111/j.1468-0297.2007.02017.x.

[16] Davis, S., & Albright, T. (2004). An investigation of the effect of Balanced Scorecard implementation on financial performance. Management Accounting Research, 15(2), 135–153. https://doi.org/10.1016/j.mar.2003.11.001.

[17] DeYoung, R., Lang, W. W., & Nolle, D. L. (2007). How the Internet affects output and performance at community banks. Journal of Banking and Finance, 31(4), 1033–1060. https://doi.org/10.1016/j.jbankfin.2006.10.003.

[18] DeYoung, R., & Rice, T. (2004). Noninterest income and financial performance at U.S. commercial banks. Financial Review, 39(1), 101-127. https://doi.org/10.1111/j.0732-8516.2004.00069.x.

[19] Doleck, T., & Lajoie, S. P. (2017). Social networking and academic performance: A review. Education and Information Technologies, 23(1), 435–465. https://doi.org/10.1007/s10639-017-9612-3.

[20] Dong, D., & Chen, M. (2015). Publication trends and co-citation mapping of translation studies between 2000 and 2015. Scientometrics, 105(2), 1111–1128.

[21] Donthu, N., Kumar, S., & Pattnaik, D. (2020). Forty-five years of Journal of Business Research: A bibliometric analysis. Journal of Business Research, 109, 1–14. https://doi.org/10.1016/j.jbusres.2019.10.039.

[22] Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070.

[23] Emich, K. J., Kumar, S., Lu, L., Norder, K., & Pandey, N. (2020). Mapping 50 Years of Small Group Research ThroughSmall Group Research. Small Group Research, 51(6), 659–699. https://doi.org/10.1177/1046496420934541.

[24] Faccio, M., Masulis, R. W., & McConnell, J. J. (2006). Political connections and corporate bailouts. Journal of Finance, 61(6), 2597–2635. https://doi.org/10.1111/j.1540-6261.2006.01000.x.

[25] Garg, S., Sinha, S., Kar, A. K., & Mani, M. (2021). A review of machine learning applications in human resource management. International Journal of Productivity and Performance Management, 71(5), 1590–1610. https://doi.org/10.1108/ijppm-08-2020-0427.

[26] Groff, M., Offringa, M., Emdin, A., Mahood, Q., Parkin, P. C., & Cohen, E. (2020). Publication Trends of Pediatric and Adult Randomized Controlled Trials in General Medical Journals, 2005–2018: A citation analysis. Children (Basel), 7(12), 293.

[27] Grove, H., Patelli, L., Victoravich, L., & Xu, P. (2011). Corporate Governance and Performance in the Wake of the Financial Crisis: Evidence from US Commercial Banks. Corporate Governance: An International Review, 19(5), 418–436. https://doi.org/10.1111/j.1467-8683.2011.00882.x.

[28] Haj Khlifa, S., & Zaki, A. (2021). Enhanced prudential standards under basel III: What consequences for the profitability of banks. Journal of Optimization in Industrial Engineering, 14(Special Issue), 9-15.

[29] Hjørland, B. (2013). Facet analysis: The logical approach to knowledge organization. Information Processing and Management, 49(2), 545–557. https://doi.org/10.1016/j.ipm.2012.10.001.

[30] Hossain, M. I. (2021). Effects of E-Banking adoption on the financial performance of State-Owned commercial banks in Bangladesh. Information Resources Management Journal, 34(4), 93–112. https://doi.org/10.4018/irmj.20211001.oa1.

[31] https://doi.org/10.1007/s11192-015-1769-1.

[32] https://doi.org/10.3390/children7120293.

[33] Huong, H. D. (2023). Effect of capital structure on the profitability of plastic and packaging companies listed in Vietnam. International Journal of Professional Business Review, 8(1), e0959. https://doi.org/10.26668/businessreview/2023.v8i1.959.

[34] Joshi, M., Cahill, D., Sidhu, J., & Kansal, M. (2013). Intellectual capital and financial performance: an evaluation of the Australian financial sector. Journal of Intellectual Capital, 14(2), 264–285. https://doi.org/10.1108/14691931311323887.

[35] Khan, R. U., Salamzadeh, Y., Kawamorita, H., & Rethi, G. (2020). Entrepreneurial orientation and small and medium-sized enterprises’ performance; Does ‘Access to finance’ moderate the relation in emerging economies? Vision: The Journal of Business Perspective, 25(1), 88-102. https://doi.org/10.1177/0972262920954604.

[36] Loveman, G. W. (1998). undefined. Journal of Service Research, 1(1), 18-31. https://doi.org/10.1177/109467059800100103.

[37] Lulewicz-Sas, A. (2017). Corporate Social Responsibility in the light of Management Science – Bibliometric analysis. Procedia Engineering, 182, 412–417. https://doi.org/10.1016/j.proeng.2017.03.124.

[38] Majeed, M. T., & Zainab, A. (2021). A comparative analysis of financial performance of Islamic banks vis-à-vis conventional banks: evidence from Pakistan. ISRA International Journal of Islamic Finance, 13(3), 331–346. https://doi.org/10.1108/ijif-08-2018-0093.

[39] Mallin, C., Farag, H., & Ow-Yong, K. (2014). Corporate social responsibility and financial performance in Islamic banks. Journal of Economic Behavior and Organization, 103, S21–S38. https://doi.org/10.1016/j.jebo.2014.03.001.

[40] Mersland, R., & Strøm, R. Ø. (2009). Performance and governance in microfinance institutions. Journal of Banking and Finance, 33(4), 662–669. https://doi.org/10.1016/j.jbankfin.2008.11.009.

[41] Moez, D., & Abdelhaq, L. (2020). Does Unsystematic Risk Management Affect the Relationship Between Banks’ Performance and The Objectives of Saudi Arabia Economic Vision 2030. Academy of Accounting and Financial Studies Journal, 24(4). https://www.abacademies.org/articles/Does-Unsystematic-Risk-Management-Affect-1528-2635-24-4-563.pdf.

[42] Mollah, S., Hassan, M. K., Farooque, O. A., & Mobarek, A. (2016). The governance, risk-taking, and performance of Islamic banks. Journal of Financial Services Research, 51(2), 195–219. https://doi.org/10.1007/s10693-016-0245-2.

[43] Mondal, A., & Ghosh, S. K. (2012). Intellectual capital and financial performance of Indian banks. Journal of Intellectual Capital, 13(4), 515–530. https://doi.org/10.1108/14691931211276115.

[44] Moufty, S., Clark, E., & Al‐Najjar, B. (2021). The different dimensions of sustainability and bank performance: Evidence from the EU and the USA. Journal of International Accounting, Auditing and Taxation, 43, 100381. https://doi.org/10.1016/j.intaccaudtax.2021.100381.

[45] Mustak, M., Salminen, J., Plé, L., & Wirtz, J. (2021). Artificial intelligence in marketing: Topic modeling, scientometric analysis, and research agenda. Journal of Business Research, 124, 389–404. https://doi.org/10.1016/j.jbusres.2020.10.044.

[46] Nuzula, N. F. (2018). Does environmental cost affect Japanese Firms’ performance? International Journal of Professional Business Review, 4(1), 105. https://doi.org/10.26668/businessreview/2019.v4i1.105.

[47] Nwaru, N. M., & Okorontah, C. F. (2014). Banks’ credit as an instrument of economic growth in Nigeria. Int J Bus Law Res, 5(2), 102-110.

[48] Ongore, V. O., & Kusa, G. B. (2013). Determinants of Financial Performance of Commercial Banks in Kenya. International Journal of Economics and Financial Issues, 3(1), 237–252.

[49] Özköse, H., & Gencer, C. (2017). Bibliometric analysis and mapping of management information systems field. DergiPark (Istanbul University). https://dergipark.org.tr/tr/pub/gujs/issue/32802/283182.

[50] Pattnaik, D., Kumar, S., & Vashishtha, A. (2020). Research on trade credit – a systematic review and bibliometric analysis. Qualitative Research in Financial Markets, 12(4), 367–390. https://doi.org/10.1108/qrfm-09-2019-0103.

[51] Paul, J., & Criado, A. R. I. (2020). The art of writing literature review: What do we know and what do we need to know? International Business Review, 29(4), 101717. https://doi.org/10.1016/j.ibusrev.2020.101717.

[52] Platonova, E., Asutay, M., Dixon, R., & Mohammad, S. (2016). The Impact of Corporate Social Responsibility Disclosure on Financial Performance: Evidence from the GCC Islamic Banking Sector. Journal of Business Ethics, 151(2), 451–471. https://doi.org/10.1007/s10551-016-3229-0.

[53] Pritchard, A. E. (1969). Statistical bibliography or bibliometrics. Journal of Documentation, 25, 348. http://ci.nii.ac.jp/naid/10016754266.

[54] Reed, K. K., Lubatkin, M., & Srinivasan, N. (2006). Proposing and testing an Intellectual Capital-Based view of the firm. Journal of Management Studies, 43(4), 867–893. https://doi.org/10.1111/j.1467-6486.2006.00614.x.

[55] Roberts, P., & Amit, R. (2003). The dynamics of innovative activity and Competitive Advantage: The case of Australian Retail Banking, 1981 to 1995. Organization Science, 14(2), 107–122. https://doi.org/10.1287/orsc.14.2.107.14990.

[56] Robinson, R. B., & Pearce, J. A. (1983). The impact of formalized strategic planning on financial performance in small organizations. Strategic Management Journal, 4(3), 197–207. https://doi.org/10.1002/smj.4250040302.

[57] Scholtens, B., & Dam, L. (2007). Banking on the Equator. Are Banks that Adopted the Equator Principles Different from Non-Adopters? World Development, 35(8), 1307–1328. https://doi.org/10.1016/j.worlddev.2006.10.013.

[58] Simpson, W. G., & Kohers, T. (2002). The link between corporate social and financial performance: Evidence from the banking industry. Journal of business ethics, 35, 97-109.

[59] Stiglitz, J. E. (1990). Peer monitoring and credit markets. The World Bank Economic Review, 4(3), 351–366. https://doi.org/10.1093/wber/4.3.351.

[60] Sweileh, W. M. (2020). Bibliometric analysis of peer-reviewed literature on climate change and human health with an emphasis on infectious diseases. Globalization and Health, 16(1). https://doi.org/10.1186/s12992-020-00576-1.

[61] Toorajipour, R., Sohrabpour, V., Nazarpour, A., Oghazi, P., & Fischl, M. (2021). Artificial intelligence in supply chain management: A systematic literature review. Journal of Business Research, 122, 502–517. https://doi.org/10.1016/j.jbusres.2020.09.009.

[62] Tulcanaza-Prieto, A. B., Shin, H., Lee, Y., & Lee, C. W. (2020). Relationship among CSR Initiatives and Financial and Non-Financial Corporate Performance in the Ecuadorian Banking Environment. Sustainability, 12(4), 1621. https://doi.org/10.3390/su12041621.

[63] Uzzi, B., & Gillespie, J. (2002). Knowledge spillover in corporate financing networks: embeddedness and the firm’s debt performance. Strategic Management Journal, 23(7), 595–618. https://doi.org/10.1002/smj.241.

[64] Valtakoski, A. (2019). The evolution and impact of qualitative research in Journal of Services Marketing. Journal of Services Marketing, 34(1), 8–23. https://doi.org/10.1108/jsm-12-2018-0359.

[65] Van Eck, N. J., & Waltman, L. (2009). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3

[66] Van Eck, N.J. and L. Waltman (2020) Manual for VOSviewer version 1.6.15.

[67] Verma, S., & Gustafsson, A. (2020). Investigating the emerging COVID-19 research trends in the field of business and management: A bibliometric analysis approach. Journal of Business Research, 118, 253–261. https://doi.org/10.1016/j.jbusres.2020.06.057.

[68] Waltman, L., Van Eck, N. J., & Noyons, E. (2010). A unified approach to mapping and clustering of bibliometric networks. Journal of Informetrics, 4(4), 629–635. https://doi.org/10.1016/j.joi.2010.07.002.

[69] Weber, O., Scholz, R., & Michalik, G. (2008). Incorporating sustainability criteria into credit risk management. Business Strategy and the Environment, n/a. https://doi.org/10.1002/bse.636.

[70] Wu, M., & Shen, C. (2013). Corporate social responsibility in the banking industry: Motives and financial performance. Journal of Banking and Finance, 37(9), 3529–3547. https://doi.org/10.1016/j.jbankfin.2013.04.023.

[71] Yalçın, N., Bayrakdaroğlu, A., & Kahraman, C. (2009). Fuzzy performance evaluation in Turkish Banking Sector using Analytic Hierarchy Process and TOPSIS. Expert Systems With Applications, 36(9), 11699–11709. https://doi.org/10.1016/j.eswa.2009.03.013.

[72] Yaron, J. (1994). WHAT MAKES RURAL FINANCE INSTITUTIONS SUCCESSFUL? World Bank Research Observer, 9(1), 49–70. https://doi.org/10.1093/wbro/9.1.49.

[73] Yu, D., Wang, W., Zhang, W., & Zhang, S. (2018). A bibliometric analysis of research on multiple criteria decision making. Current Science, 114(04), 747. https://doi.org/10.18520/cs/v114/i04/747-758.

[74] Yu, J., Li, M., & Xia, P. (2020). Bank supply chain efficiency analysis based on regional heterogeneity: a data-driven empirical study. Industrial Management and Data Systems. https://doi.org/10.1108/imds-10-2019-0541.

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