Efficiency Analysis of State-Owned Enterprise Bank Using Stochastic Frontier Analysis (SFA) Approach
DOI:
https://doi.org/10.22219/jamanika.v2i03.22751Keywords:
Stochastic Frontier Analysis, SFA, Efficiency, Bank BUMNAbstract
The purpose of the study was to determine the level of efficiency of state-owned banks for the 2019-2021 period. This research is a descriptive study with a quantitative approach that uses secondary data from the Financial Statements of State-owned Banks for the 2019-2021 period on the research object of PT. Bank Negara Indonesia Tbk., PT. Bank Rakyat Indonesia Tbk., PT. Bank Tabungan Negara Tbk., and PT. Bank Mandiri Tbk., obtained from the website of the Financial Services Authority. The data processed is data for the quarter of 2019 to the third quarter of 2021. The efficiency calculation is carried out using the Parametric Approach Stochastic Frontier Analysis which is processed using STATA 17. The results of the study using calculations show that state-owned banks in the 2019-2021 period have an average efficiency level of 0.9955 or close to 1. The results of these calculations indicate that state-owned banks are efficient in managing inputs into optimal output. State-owned banks that have the highest efficiency scores are Bank BRI and Bank Mandiri, followed by Bank BNI, then Bank BTN. State-owned banks still need to supervise managers and evaluate the allocation of deposits to productive assets to obtain greater profits to improve the overall economy.
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References
Berger, A. N., & Mester, L. J. (1997). Efficiency and Productivity Change in the U.S. Commercial Banking Industry: a Comparison of the 1980s and 1990s. Presented at the Conference on Service Sector Productivity and the Productivity Paradox, Centre for the Study of Living Standards, Ottawa, Ontario, April 11-12, 1997. https://doi.org/10.1002/pam.4050050324
Bisri. (2016). Pengukuran Tingkat Efisiensi Bank Umum Syariah Di Indonesia Dan Determinannya. Moneter, III(2), 127–135.
Bogetoft, P., & Otto, L. (2011). Benchmarking with DEA, SFA, and R, International Series. In Controlling (Vol. 23, Issue 12). https://doi.org/10.15358/0935-0381-2011-12-682
Candra, S., & Yulianto, A. (2015). Analisis Rasio Keuangan Terhadap Tingkat Efisiensi Bank Umum Syariah (Two Stage Sfa). Accounting Analysis Journal, 4(4), 1–9. https://doi.org/10.15294/aaj.v4i4.9105
Coelli, T. J., Prasada Rao, D. S., O’Donnell, C. J., & Battese, G. E. (2005). An Introduction to Efficiency and Productivity Analysis. In An Introduction to Efficiency and Productivity Analysis. https://doi.org/10.1007/b136381
Daniel, W. (2021). Ketua OJK Ungkap Kondisi Sektor Keuangan Terkini Saat Pandemi. CNBC Indonesia.
Farrel, M. J. (1957). The Measurement of Productive Efficiency. 120(3), 253–290. https://doi.org/https://doi.org/10.2307/2343100
Febriyanti, D. A., Sundarta, M. I., & Azis, A. D. (2020). Analisis Kinerja dan Tingkat Kesehatan Bank BUMN Berdasarkan Metode Risk Profile, Good Corporate Governance, Earnings, Capital (RGEC) dan Rasio Keuangan. Prosiding Lppm Uika …, 288–297.
Hidayat, H. R. (2014). Efisiensi Perbankan Syariah : Teori dan Praktik. Gramata Publishing.
Ismail. (2015). Manajemen Perbankan (IV). Kencana.
Kadirisman, I. (2021). Analisis Perbandingan Efisiensi Bank Pemerintah (Bumn) Dan Bank Swasta Di Indonesia Periode 2015-2019. Prima Ekonomika, 12(1), 1–22.
Kasmir. (2014). Dasar-dasar Perbankan (R. Grafindo (ed.)).
Kautsar, M. H., & Sadalia, I. (2018). Analisis Technical Efficiency Bank Umum Syariah Dengan Metode Stochastic Frontier Analysis. Talenta Conference Series: Local Wisdom, Social, and Arts (LWSA), 1(2), 367–376. https://doi.org/10.32734/lwsa.v1i2.209
Rahim, A. (2016). Landasan Teori Ekonomi dengan Model Fungsi Persamaan (Telaah Kasus Penelitian).
Rahmawati, R. (2015). Strategi Peningkatan Efisiensi Biaya pada Bank Umum Syariah Berbasis Stochastic Frontier Approach dan Data Envelopment Analysis. Buletin Ekonomi Moneter Dan Perbankan, 17(4), 457–480. https://doi.org/10.21098/bemp.v17i4.506
Sa’diyah, C. (2021). Relationship Between Profitability, Investment Decisions On Firm Value: A Study Of Listed Banks In Indonesia. JBMP (Jurnal Bisnis, Manajemen Dan Perbankan), 7(2), 69–88. https://doi.org/10.21070/jbmp.v7i2.1469
Sa’diyah, C., & Hilabi, I. I. (2022). The Effect Of Corporate Governance On Company Value In The Indonesia Stock Exchange And Sharia Stock In Indonesia. Jurnal Manajemen, 8(2), 404–415. https://doi.org/10.17358/jabm.8.2.404
Silkman, R. H. (1986). Measuring Efficiency: An Assessment of Data Envelopment Analysis, New Directions for Program Evaluations. Jossey-Bass Inc Pub.
Ulansari, D. R., & Septiarini, D. F. (2020). A comparative study of the efficiency of conventional and Sharia insurance in Indonesia. Jurnal Keuangan Dan Perbankan, 24(2), 202–213. https://doi.org/10.26905/jkdp.v24i2.3165
Wahyudi, R. (2020). Analisis Pengaruh CAR, NPF, FDR, BOPO dan Inflasi terhadap Profitabilitas Perbankan Syariah di Indonesia: Studi Masa Pandemi Covid-19. At-Taqaddum, 12(1), 13. https://doi.org/10.21580/at.v12i1.6093
Widagdo, B., & Sa’diyah, C. (2022). Financial Distress, Dividend Policy, RGEC And Earning Per Share. 21(1), 37–45.
Wu, D. D., & Olson, D. L. (2020). The Effect of COVID-19 on the Banking Sector. Pandemic Risk Management in Operations and Finance, 88–89. https://doi.org/https://doi.org/10.1007/978-3-030-52197-4_8
