Mapping Research on Financial Institution Cash Flow Analysis: A Bibliometric Analysis
Keywords:
Analysis, Cash Flow, Financial Institutions, MappingAbstract
This study aims to analyze the cash flows of financial institutions through a bibliometric approach, using secondary data from income statements and cash flow statements. Financial institutions, which consist of bank and non-bank financial institutions, play an important role in the stability of the financial system in Indonesia. The bibliometric analysis method was applied to evaluate the pattern of scientific publications related to cash flow, identifying trends, challenges and opportunities in financial management. The data used includes scientific publication articles from accredited national journals within the time span of 2014 to 2024. The results showed that there were 79 articles published, with visualization mapping dividing the research into 5 clusters and 17 items. This research suggests that future studies use a wider data sample and a longer time span to obtain a more comprehensive and complex mapping in the field of cash flow of financial institutions.
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References
Adeyemi, A. Z., Lamidi, W. A., & Bamigboye, O. A. (2022). Cash Flow and Bank Failure Predictions: Evidence From Nigerian Deposit Money Banks. Management Research Journal, 11(2), 14-26.
Adhikari, N. R. (2022). Cash flow ratios for evaluating performance in Nepalese commercial banks. Journal of Balkumari College, 10(1), 48-52. https://doi.org/10.3126/jbkc.v10i1.42093
Ariyo, T., & Habimana, C. (2025). Internal Control Systems and Cash Flow Management in Commercial Banks in Rwanda. African International Journal of Business Management, 5(2), 98–110.
Brigham, E. F., & Houston, J. F. (2019). Fundamentals of Financial Management (15th ed.). Cengage Learning.
Diamond, D. W., & Dybvig, P. H. (1983). Bank runs, deposit insurance, and liquidity. Journal of Political Economy, 91(3), 401–419. https://doi.org/10.1086/261155
Diwyarthi, N. D. M., Pratama, I. W. A., Habibi, H., Anurogo, D., & Maisharah K, S. (2023). Advances in psychotherapy and counseling to improve mental health outcomes. West Science Multidisciplinary Journal, 2(10), 868–880. https://doi.org/10.58812/jmws.v2i10.702
Hanifah, H. (2023). Analysis of the impact of liquidity and adequacy of operational cash flow on the detection of financial distress risk in retail companies listed on the Indonesian Stock Exchange. Jurnal ASET (Akuntansi Riset), 15(2), 325-334. https://doi.org/10.17509/jaset.v15i2
Ikhwan, I., & Riani, R. (2022). The Efficiency Level of Indonesian Banks in the Covid-19 Pandemic Era and Its Determinant. Jurnal Ekonomi dan Keuangan Islam, 8(1), 45–59. https://journal.uii.ac.id/JEKI/article/view/22096
Ishak, K., & Selamat, M. I. (2024). Liquidity and firm market value: The moderating role of firm size. Shirkah: Journal of Economics and Business, 10(1), 62–77. https://doi.org/10.22515/shirkah.v10i1.755
Judijanto, L., Sudarmanto, E., Ilham, I., & Ansori, T. (2023). A Bibliometric Analysis of the Challenges and Contributions of Renewable Energy Technologies to Sustainable Development in Southeast Asia. West Science: A Multidisciplinary Journal, 2(12), 1086-1100. https://doi.org/10.58812/jmws.v2i12.855
Karadayi, N. (2023). The effect of Loan to Deposit Ratio (LDR), Non-Performing Loan (NPL), Other Operating Expenses, and Non-Interest Income on Profitability (ROA). International Journal of Scientific and Research Publications, 13(1), 389–397.
Kurniawati, T. P., Septiani, T., & Ajeng, Y. (2024). The Effect of Credit Risk on Profitability: Evidence from Indonesian Private Banks Using VECM. Bulletin of Fintech and Digital Economy, 3(2), 55–68.
Mubarok, F., Wibowo, M., Pradana, D.H., Ahmad, R., (2025). Economic vulnerability and operational efficiency in Islamic banking in Indonesia. Economica: Jurnal Ekonomi Islam, 16(1), 33–49. https://doi.org/10.21580/economica.2025.16.1.23916
Mikou, S. (2024). Liquidity risk management in Islamic banks: Review of the literature and future research perspectives. International Journal of Islamic and Middle Eastern Finance and Management, 17(1), 112–130.
Nurwulandari, D. (2022). Risk-based bank rating and financial performance of Indonesian banks. Cogent Economics & Finance, 10(1), 2127486. https://doi.org/10.1080/23322039.2022.2127486
Pandey, I. M. (2021). Financial Management (12th ed.). Vikas Publishing House.
Puspa, D. A., Nazaruddin, I., Yulistia, R., & Minovia, A. F. (2022). Relevance of earnings value, book value, and operating cash flow in manufacturing companies in Indonesia. Asian Journal of Accounting Research, 7(2), 189–203. https://doi.org/10.18196/jai.v24i1.15903
Seretidou, I., Billios, A., & Stavropoulos, A. (2025). Integrative analysis of traditional and cash flow financial ratios: Insights from a systematic comparative review. Risks, 13(4), 62. https://www.mdpi.com/2227-9091/13/4/62
Safitri, J., & Geraldina, I. (2024). The impact of liquidity strategy on banking performance in the ASEAN region. International Journal of Business and Applied Economics, 3(2), 77–89. https://doi.org/10.55927/ijba.v4i2.6945
Sugiarto, A., & Damayanti, E. (2023). The Influence of Financial Stability, Free Cash Flow, and Capital Intensity on Earnings Management (An Empirical Study on Consumer Non-Cyclicals Sector Companies Listed on the Indonesia Stock Exchange for the 2018-2022). JOURNAL ECONOMINA, 11(2), 210–225. https://doi.org/10.24002/jafr.v11i2.1730
Winarsih, T. (2022). Return on assets as an indicator of financial efficiency in banking institutions. Journal of Finance and Banking, 26(4), 789–802. https://doi.org/10.26905/jkdp.v26i4.8715
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