Estimasi Efisiensi Teknis Perbankan Indonesia Berbasis Stochastic Frontier Analysis
DOI:
https://doi.org/10.33050/tmj.v7i2.1897Abstract
Indonesia's banking efficiency is still a concern for many stakeholders, especially with the challenges to compete in the era of the ASEAN Economic Community. This study estimates the value of banking technical efficiency using Stochastic Frontier Analysis and shows that the numbers have not improved significantly in the last ten years. From the time-varrying SFA model it appears that the national banking industry experienced a decline in efficiency from 2007-2009, most likely due to the impact of the world financial crisis but improved again in 2010 and so on at a certain average level until 2016. Hausman test results from three SFA models show that the time-invariant model is statistically better so that it can be concluded that banking efficiency has stagnated over the past decade (2007-2016). The measurement result of Indonesian banking technical efficiency in that period have an average value of 0.677.
References
A. N. Koriah, “Pengaruh Keamanan, Kemudahan Dan Minat Beli Terhadap Keputusan Pembelian Melalui Aplikasi Shopee (Studi Kasus Mahasiswa Jurusan Perbankan Syariah Angkatan Tahun 2017-2019 IAIN Syekh Nurjati Cirebon).” IAIN Syekh Nurjati Cirebon, 2021.
S. SASKIA, “Analisis Perbandingan kinerja keuangan perbankan Syariah dengan perbankan Konvensional.” Institut agama islam Negeri (IAIN Palopo), 2020.
D. Matricano, “The influence of gender on technology transfer processes managed in Italian Young Innovative Companies: A stochastic frontier analysis,” Technovation, vol. 111, p. 102383, 2022.
M. SETIANA, “Pengaruh corporate governance terhadap manajemen laba di industri perbankan Indonesia.” Universitas Muhammadiyah Yogyakarta, 2009.
V. Holý and T. Evan, “The role of a nation’s culture in the country’s governance: Stochastic frontier analysis,” Cent. Eur. J. Oper. Res., vol. 30, no. 2, pp. 507–520, 2022.
J. Coupet and Y. Ba, “Benchmarking university technology transfer performance with external research funding: a stochastic frontier analysis,” J. Technol. Transf., vol. 47, no. 2, pp. 605–620, 2022.
H. B. Simatupang, “Peranan perbankan dalam meningkatkan perekonomian indonesia,” JRAM (Jurnal Ris. Akunt. Multiparadigma), vol. 6, no. 2, pp. 136–146, 2019.
G. K. Jha, V. Palanisamy, B. Sen, and A. Kumar, “Explaining Rice and Wheat Yield Gaps in Eastern Indian States: Insights from Stochastic Frontier Analysis,” Agric. Res., pp. 1–13, 2022.
M. Afif, T. Mariyanti, N. Septiani, and E. Dolan, “Factor Affecting Employee Motivation to Increase Performance of Sharia Bank in Indonesia on Islamic Perspective,” APTISI Trans. Manag., vol. 7, no. 2, pp. 131–142, 2023.
I. Hidayat and F. O. S. Dewi, “The Effect of Liquidity, Leverage, and Working Capital Turn on Profitability,” APTISI Trans. Manag., vol. 7, no. 1, pp. 60–68, 2023.
Y. Z. Basri and W. Arafah, “Determinant of Interest in Paying Zakat with Age as a Moderating Variable (Study on Minang Society),” APTISI Trans. Manag., vol. 7, no. 2, pp. 92–104, 2023.
Y. R. C. Pujiharto, T. Mariyanti, A. R. Jayaprawira, and Y. A. Terah, “Financial Management of Indonesian Hajj Against the Yield by Using a Dynamics System Model,” APTISI Trans. Manag., vol. 7, no. 1, pp. 69–78, 2023.
I. M. Nasution, B. P. K. Bintaro, C. S. Kesumawati, M. Zahruddin, and E. A. Nabila, “Implementation Technology for Development of a Brand Communication in Company PT. XYZ,” Aptisi Trans. Technopreneursh, vol. 4, no. 1, pp. 17–25, 2022.
J. Heikal, V. Rialialie, D. Rivelino, and I. A. Supriyono, “Hybrid Model Of Structural Equation Modeling Pls And Rfm (Recency, Frequency And Monetary) Model To Improve Bank Average Balance,” Aptisi Trans. Technopreneursh., vol. 4, no. 1, pp. 1–8, 2022.
E. N. Pratama, E. Suwarni, and M. A. Handayani, “The Effect Of Job Satisfaction And Organizational Commitment On Turnover Intention With Person Organization Fit As Moderator Variable,” APTISI Trans. Manag., vol. 6, no. 1, pp. 74–82, 2022.
P. Rashi, A. S. Bist, A. Asmawati, M. Budiarto, and W. Y. Prihastiwi, “Influence Of Post Covid Change In Consumer Behaviour Of Millennials On Advertising Techniques And Practices,” Aptisi Trans. Technopreneursh., vol. 3, no. 2, pp. 201–208, 2021.
A. A. Saputra, “Pengaruh Kompensasi, Lingkungan Kerja Dan Beban Kerja Terhadap Kepuasan Kerja Karyawan,” Technomedia J., vol. 7, no. 1 Juni, pp. 68–77, 2022.
D. Sapitri and R. Pancasasti, “Efek Moderasi Budaya Organisasi Untuk Peningkatan Kinerja Karyawan,” Technomedia J., vol. 6, no. 2 Februari, pp. 252–262, 2022.
R. Yunita, M. S. Shihab, D. Jonas, H. Haryani, and Y. A. Terah, “Analysis of The Effect of Servicescape and Service Quality on Customer Satisfaction at Post Shop Coffee Tofee in Bogor City,” Aptisi Trans. Technopreneursh., vol. 4, no. 1, pp. 68–76, 2022.
E. S. Pramono, D. Rudianto, F. Siboro, M. P. A. Baqi, and D. Julianingsih, “Analysis Investor Index Indonesia with Capital Asset Pricing Model (CAPM),” Aptisi Trans. Technopreneursh., vol. 4, no. 1, pp. 35–46, 2022.
L. Sunarya, M. I. Septiani, and A. Setiawan, “Media Video Sebagai Sarana Informasi Pada Direktorat Jenderal Hak Asasi Manusia,” Technomedia J., vol. 7, no. 1 Juni, pp. 53–67, 2022.
U. Khairat, B. Basri, and W. A. Fakhrurrozi, “Monitoring Suhu Ruang Budidaya Jamur Tiram Menggunakan Android Berbasis Arduino,” Technomedia J., vol. 7, no. 1 Juni, pp. 1–10, 2022.
M. M. Sari, D. Apriani, Y. Supriatna, and A. Ariyansyah, “Penggunaan Media Digital (Website) Dalam Pengolahan Data Cuti Karyawan,” Technomedia J., vol. 7, no. 1 Juni, pp. 126–135, 2022.
N. P. A. Mentayani, I. P. Satwika, I. G. A. P. D. Putri, A. A. I. I. Paramitha, and T. Tiawan, “Analisis Dan Perancangan User Interface Sistem Informasi Pembayaran Mahasiswa STMIK Primakara Berbasis Web,” Technomedia J., vol. 7, no. 1 Juni, pp. 78–89, 2022.
M. Mastur, “Dampak Efektivitas Pelatihan Kompetensi Terhadap Kinerja Pegawai, Komitmen Pegawai Sebagai Variabel Intervening Pada Pondok Pesantren,” Technomedia J., vol. 7, no. 1 Juni, pp. 111–125, 2022.
I. Ruhiyat, L. Meria, and D. Julianingsih, “Peran Pelatihan Dan Keterikatan Kerja Untuk Meningkatkan Kinerja Karyawan Pada Industri Telekomunikasi,” Technomedia J., vol. 7, no. 1 Juni, pp. 90–110, 2022.
A. L. Muktiana and Y. Nurfaizal, “Animasi 3D Arsitektural Mix Dengan Motion Grafik Sebagai Media Promosi Perumahan Bhumi Nirwana,” Technomedia J., vol. 7, no. 1 Juni, pp. 40–52, 2022.
R. Fatmawati, R. Asmara, Y. R. Prayogi, and R. Y. Hakkun, “Aplikasi Pembelajaran Sistem Isyarat Bahasa Indonesia (SIBI) Berbasis Voice Menggunakan OpenSIBI,” Technomedia J., vol. 7, no. 1 Juni, pp. 22–39, 2022.
F. Muhammad Ridwan, “ANALISIS PERBANDINGAN KINERJA SYARIAH BANK UMUM SYARIAH INDONESIA DAN BANK UMUM SYARIAH MALAYSIA DENGAN MENGGUNAKAN METODE MAQASHID SYARIAH INDEX.” Sekolah Tinggi Ilmu Ekonomi Indonesia Jakarta, 2021.
T. Van Binh, A. Mulatu, and B. Xu, “Corporate social responsibility & firm efficiency: evidence from endogenous cost inefficiency stochastic frontier analysis,” Appl. Econ., pp. 1–13, 2022.
Downloads
Published
Issue
Section
License
Copyright (c) 2022 Rahmat Mulyana, Noer Azam Achsani, Trias Andati, Tubagus Nur Ahmad Maulana, Alfin yoga Pratma

This work is licensed under a Creative Commons Attribution 4.0 International License.





