The Level of Efficiency of Islamic Rural Banks in Java 2014-2017 Using Slacks-Based Data Envelopment Analysis

Akhriza Halim, Teddy Oswari


Abstract


The purpose of the study is to evaluate the efficiency of Islamic rural banks in Java by looking at the factors that could influence it year 2014-2017. This research is quantitative using a non-parametric and non-radial based Data Envelopment Analysis method with an intermediation approach to evaluate efficiency. The object of this study is 72 Islamic rural banks in Java. The results indicates that the level of efficiency of Islamic rural banks in Java was still low.

Keywords


Efficiency; Islamic rural banks; Financial management.

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References


Abidin, Z., & Endri . (2009). Kinerja efisiensi teknis bank pembangunan daerah: Pendekatan Data Envelopment Analysis (DEA). Jurnal Akuntansi dan Keuangan, 11(1),21-29. https://doi.org/10.9744/jak.11.1.pp.%2021-29

Anwar, M., Layyinaturrobaniyah, L., Komara, R., & Nidar, S. R. (2018). Rural Bank Technical Efficiency in West Java Indonesia: Evaluation by Ownership and District. Jurnal Bisnis dan Manajemen, 19(2), 61-71. http://dx.doi.org/10.24198/jbm.v19i2.188

Hermes, N., Lensink, R., & Meesters, A. (2018). Financial development and the efficiency of microfinance institutions. In Research Handbook on Small Business Social Responsibility. Edward Elgar Publishing. https://doi.org/10.4337/9781784711825

Avkiran, N. K., & McCrystal, A. (2014). Dynamic network range-adjusted measure vs. dynamic network slacks-based measure. Journal of the Operations Research Society of japan, 57(1), 1-14. https://doi.org/10.15807/jorsj.57.1

Adawiyah, W. R. (2013). Faktor Penghambat Pertumbuhan Usaha Mikro Kecil Menengah (UMKM): Studi di Kabupaten Banyumas. Sustainable Competitive Advantage (SCA), 1(1). 1-18. Retrieved from http://jp.feb.unsoed.ac.id/index.php/sca-1/article/viewFile/134/139

Amah, N. (2013). Bank Syariah dan UMKM Dalam Menggerakkan Roda Perekonomian Indonesia: Suatu Kajian Literatur. Assets: Jurnal Akuntansi dan Pendidikan, 2(1), 48-54. Retrieved from http://e-journal.unipma.ac.id/index.php/assets/article/view/561

Aprianingsih, A., & Yushita, A. N. (2016). Pengaruh Penerapan Good Corporate Governance, Struktur Kepemilikan, Dan Ukuran Perusahaan Terhadap Kinerja Keuangan Perbankan. Jurnal Profita: Kajian Ilmu Akuntansi, 4(4), 53-78. Retrieved from http://journal.student.uny.ac.id/ojs/ojs/index.php/profita/article/view/5631

Arianto, D. A. N. (2011). Peranan Al-Mudharabah sebagai Salah Satu Produk Perbankan Syariah dalam Upaya Mengentaskan Kemiskinan di Indonesia. Jurnal ekonomi dan Pendidikan, 8(2), 164-185. https://doi.org/10.21831/jep.v8i2.794

Banker, R. D., Charnes, A., & Cooper, W. W. (1984). Some models for estimating technical and scale inefficiencies in data envelopment analysis. Management science, 30(9), 1078-1092. https://doi.org/10.1287/mnsc.30.9.1078

Baroroh, U. (2012). Analisis sektor keuangan terhadap pertumbuhan ekonomi regional di wilayah Jawa: Pendekatan model levine. Etikonomi, 11(2) 180-195. https://doi.org/10.15408/etk.v11i2.1892

Bastomi, M., Salim, U., & Aisjah, S. (2017). The role of corporate governance and risk management on banking financial performance in Indonesia. Jurnal Keuangan dan Perbankan, 21(4), 670-680. Retrieved from https://pdfs.semanticscholar.org/72a5/48c74d3a27762f04fe6951b13b7f0d828cb5.pdf

Bitar, M., Madiès, P., & Taramasco, O. (2017). What makes Islamic banks different? A multivariate approach. Economic Systems, 41(2), 215-235. https://doi.org/10.1016/j.ecosys.2016.06.003

Boone, J. (2008). Competition: Theoretical parameterizations and empirical measures. Journal of Institutional and Theoretical Economics (JITE)/Zeitschrift für die gesamte Staatswissenschaft, 587-611. Retrieved from https://www.jstor.org/stable/40752720?seq=1

Charnes, A., Cooper, W. W., & Rhodes, E. (1978). Measuring the efficiency of decision making units, European Journal of Operational Research, 2(1), 429-444. https://doi.org/10.1016/j.ejor.2008.01.032

Chowdhury, M. A. F. (2015). Which is more important in terms of Profitability of Islamic banks: Bank Specific factors or Macroeconomic factors? An Empirical Study on Malaysian Islamic Banks. European Journal of Islamic Finance, 2(2), 1-9. https://doi.org/10.13135/2421-2172/922

Sari, M. D., Bahari, Z., & Hamat, Z. (2013). Perkembangan Perbanakn Syariah di Indonesia: Suatu Tinjauan. Jurnal Aplikasi Bisnis, 3(2), 120-138. Retrieved from https://www.researchgate.net/profile/mutiara_dwi_sari/publication/304777260_perkembangan_perbankan_syariah_di_indonesia_suatu_tinjauan/links/577a3e5108ae355e74f05eeb/perkembangan-perbankan-syariah-di-indonesia-suatu-tinjauan.pdf

Eken, M. H., & Kale, S. (2013). Evaluating the efficiency of Turkish banks: a risk and profitability approach. Journal of CENTRUM Cathedra: The Business and Economics Research Journal, 6(1), 53-68. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2236397

Emrouznejad, A., & Yang, G. L. (2018). A survey and analysis of the first 40 years of scholarly literature in DEA: 1978–2016. Socio-Economic Planning Sciences, 61, 4-8. https://doi.org/10.1016/j.seps.2017.01.008

Farrell, M. J. (1957). The measurement of productive efficiency. Journal of the Royal Statistical Society: Series A (General), 120(3), 253-281. https://doi.org/10.2307/2343100

Fernos, J. (2017). Analisis Rasio Profitabilitas Untuk Mengukur Kinerja (Studi Kasus Pada PT. Bank Pembangunan Daerah Provinsi Sumatera Barat). Jurnal Pundi, 1(2), 107-118. https://doi.org/10.31575/jp.v1i2.25

Fitria, T. N. (2016). Kontribusi Ekonomi Islam Dalam Pembangunan Ekonomi Nasional. Jurnal Ilmiah Ekonomi Islam, 2(03), 29-40. http://dx.doi.org/10.29040/jiei.v2i03.3

Hamidi, M. (2017). Studi Komparasi Kinerja Bank Perkreditan Rakyat (BPR) Syariah dan Konvensional di Sumatera Barat. Iqtishadia: Jurnal Kajian Ekonomi dan Bisnis Islam STAIN Kudus, 10(1), 44-70. https://doi/org/10.21043/iqtishadia.v10i1.2318

Harfandi, H., & Puteri, H. E. (2015). Indikasi Financial Inclusion Di Pedesaan Dan Kontribusi Bank Pembiayaan Rakyat Syariah Dalam Pengembangan Sektor-Sektor Produktif. Jurnal Ekonomi, 17(1), 76-94. Retrieved from http://ojs.stiehas.ac.id/index.php/JE/article/view/40

Hermes, N., Lensink, R., & Meesters, A. (2011). Outreach and efficiency of microfinance institutions. World development, 39(6), 938-948. https://doi.org/10.1016/j.worlddev.2009.10.018

Hidayati, A. N. (2014). Pengaruh Inflasi, BI Rate Dan Kurs Terhadap Profitabilitas Bank Syariah Di Indonesia. An-Nisbah: Jurnal Ekonomi Syariah, 1(1), 72-97. http://dx.doi.org/10.21274/an.2014.1.1.72-97

Imam, P., & Kpodar, K. (2016). Islamic banking: Good for growth?. Economic Modelling, 59, 387-401. https://doi.org/10.1016/j.econmod.2016.08.004

Kara, M. (2013). Konstribusi Pembiayaan Perbankan Syariah Terhadap Pengembangan Usaha Mikro, Kecil, Dan Menengah. AHKAM: Jurnal Ilmu Syariah, 13(2). https://doi/org/10.15408/ajis.v13i2.944

Kartikasari, M., & Wahyuati, A. (2014). Penilaian kinerja keuangan menggunakan analisis rasio pada bank mandiri di BEI. Jurnal Ilmu & Riset Manajemen, 3(11), 1-16. Retrieved from https://s3.amazonaws.com/academia.edu.documents/54648568/662-2605-1-PB.pdf?response-content-disposition=inline%3B%20filename%3DPENILAIAN_KINERJA_KEUANGAN_MENGGUNAKAN_A.pdf

Malik, N. (2017). Struktur Pasar dan Perilaku Kompetitif Industri Perbankan Indonesia Pasca Implementasi API 2004. Journal of Innovation in Business and Economics, 1(1), 47-90. Retrieved from http://ejournal.umm.ac.id/index.php/jibe/article/view/4790

Mardani, D. A. (2018). Peran Perbankan Syariah Dalam Mengimplementasikan Keuangan Inklusif Di Indonesia. al-Afkar, Journal For Islamic Studies, 1(1), 105-120. https://doi.org/10.31943/afkar_journal.v1i1.10

Masyita, D., & Ahmed, H. (2011, December). Why is growth of Islamic microfinance lower than conventional? A comparative study of the preferences and perceptions of the clients of Islamic and conventional microfinance institutions’ in Indonesia. In 8th International Conference on Islamic Economics and Finance (pp. 1-22). Retrieved from http://www.iefpedia.com/english/wp-content/uploads/2011/12/Dian-Masyita.pdf

Melani, E., & Suwarni, E. (2013). Tren pengungkapan intellectual capital industri perbankan: sebuah bukti empiris di Indonesia. Jurnal Keuangan dan Perbankan, 17(2), 279-291. Retrieved from http://jurnal.unmer.ac.id/index.php/jkdp/article/view/747

Mulyaningsih, Y., Oktaviani, N. N. R., & Firdausy, C. M. (2016). Trade-off Antara kesinambungan keuangan dan jangkauan lembaga keuangan mikro syariah di perdesaan Jawa Barat. Kajian Ekonomi dan Keuangan, 20(1), 43-60. https://doi.org/10.31685/kek.v20i1.180

Munajim, A., & Anwar, S. (2016). Faktor Yang Mempengaruhi Keputusan Menjadi Nasabah Bank Syariah. Syntax Literate; Jurnal Ilmiah Indonesia, 1(2), 41-52. Retrieved from http://jurnal.syntaxliterate.co.id/index.php/syntax-literate/article/view/28

Mogha, S. K., Yadav, S. P., & Singh, S. P. (2015). Slack based measure of efficiencies of public sector hospitals in Uttarakhand (India). Benchmarking: An International Journal, 22(7), 1229-1246. https://doi.org/10.1108/BIJ-12-2013-0122

Oktarina, A., & Asnaini, A. (2020). Potensi Kontribusi Institusi Pendidikan Islam Terhadap Perkembangan Bank Syari'ah di Indonesia. Al-Intaj: Jurnal Ekonomi dan Perbankan Syariah, 6(1), 51-58. http://dx.doi.org/10.29300/aij.v6i1.2834

Pradiknas, T. Y., & Fathurohman, T. (2015). Efficiency Of Islamic Banking Compared to Conventional Banking: Eveidence from Indoensian Banking Sector. Journal of Business And Management, 4(5), 540-551. Retrieved from https://journal.sbm.itb.ac.id/index.php/jbm/article/view/1763

Pratiwi, A. A., Sondakh, J. J., & Kalangi, L. (2014). Analisis penerapan SAK ETAP pada penyajian laporan keuangan PT. Nichindo Manado Suisan. Jurnal EMBA: Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi, 2(3), 54-98. Retrieved from https://ejournal.unsrat.ac.id/index.php/emba/article/view/5498

Puspita, H. S., & Shofawati, A. (2019). Determinan Tingkat Efisiensi Bank Pembangunan Daerah (Bpd) Syariah Di Indonesia: Two-Stage Data Envelopment Analysis. Jurnal Ekonomi Syariah Teori dan Terapan, 5(10), 804-819. http://dx.doi.org/10.20473/vol5iss201810pp804-819

Puteri, H. E. (2015). Kontribusi BPRS dalam Merealisasi Financial Inclusion di Pedesaan: Evaluasi Empiris dan Penguatan Strategi. Islam Realitas: Journal of Islamic & Social Studies, 1(1), 19-34. Retrieved from http://ejournal.iainbukittinggi.ac.id/index.php/Islam_realitas/article/view/3

Rahayu, N. S., & Kusumaningrum, R. S. D. (2015). Kontribusi Lembaga Keuangan Mikro Syariah Terhadap Pemberdayaan Perempuan (Studi Kasus BMT di Kabupaten Sleman Yogyakarta). Asian Journal of Innovation and Entrepreneurship, 4(03), 162-180. Retrieved from https://journal.uii.ac.id/ajie/article/view/4066

Rahim, A. (2015). Konsep Bunga Dan Prinsip Ekonomi Islam Dalam Perbankan Syariah. HUMAN FALAH: Jurnal Ekonomi dan Bisnis Islam, 2(2), 1-15. Retrieved from http://jurnal.uinsu.ac.id/index.php/humanfalah/article/view/184

Sarah, H. (2015). Dampak branchless banking terhadap kinerja keuangan PT bank muamalat indonesia Tbk. Al-Muzara'ah, 3(2), 136-157. https://doi.org/10.29244/jam.3.2.136-157

Setiawan, A. B. (2006). Perbankan Syariah: Challenges dan Opportunity untuk Pengembangan di Indonesia. Jurnal Kordinat, 8(1), 1-42. Retrieved from https://s3.amazonaws.com/academia.edu.documents/33381937/Perbankan_Syariah__Challenges_dan_Opportunity_Untuk_Pengembangan_di_Indonesia-libre.pdf?response-content-

Sila, M. A. (2014). Lembaga Keuangan Mikro dan Pengentasan Kemiskinan: Kasus Lumbung Pitih Nagari di Padang. MASYARAKAT: Jurnal Sosiologi, 1-19. https://doi/org/10.7454/mjs.v15i1.3699

Shawtari, F. A., Ariff, M., & Razak, S. H. A. (2015). Efficiency assessment of banking sector in Yemen using data envelopment window analysis. Benchmarking: An International Journal, 22(6), 1115-1140. https://doi.org/10.1108/BIJ-10-2014-0097

Shawtari, F. A., Saiti, B., Razak, S. H. A., & Ariff, M. (2015). The impact of efficiency on discretionary loans/finance loss provision: A comparative study of Islamic and conventional banks. Borsa Istanbul Review, 15(4), 272-282. https://doi.org/10.1016/j.bir.2015.06.002

Sufian, F., & Majid, M. Z. A. (2007). Bank mergers performance and the determinants of Singaporean banks’ efficiency. Gadjah Mada International Journal of Business, 9(1), 19-39. Retrieved from https://pdfs.semanticscholar.org/046f/936001d30adc106d1e7a6a953ef819137445.pdf

Suardi, W., & Yusuf, S. (2017). Program Sertifikasi dan Komitmen Guru: Aplikasi Regression Discontinuity Design (RDD). Jurnal Ekubis, 1(2), 1-18. Retrieved from https://www.researchgate.net/profile/Fakultas_Ekonomi_Uninus/publication/322208067_JURNAL_EKUBIS_VOLUME_1_NO_2-2017/links/5a4b7e77a6fdcce19721ff35/JURNAL-EKUBIS-VOLUME-1-NO-2-2017.pdf

Suci, Y. R. (2017). Perkembangan UMKM (Usaha mikro kecil dan menengah) di Indonesia. Cano Ekonomos, 6(1), 51-58. Retrieved from https://www.neliti.com/publications/58432/perkembangan-umkm-usaha-mikro-kecil-dan-menengah-di-indonesia

Sukandar, B. M., Achsani, N. A., Sembel, R., & Sartono, B. (2018). Efisiensi perusahaan konstruksi di Indonesia. MIX: Jurnal Ilmiah Manajemen, 8(3), 628-639. https://doi.org/10.22441/mix.2018.v8i3.011

Suprihadi, S. (2019). Analisis potensi Daerah (Makro Ekonomi) terhadap Kelayakan pendirian PT. BPR Arta Waringin Jaya Situbondo di Wilayah Kabupaten Banyuwangi. Jurnal Ilmiah Bisnis Dan Ekonomi Asia, 13(2), 46-60. https://doi.org/10.32812/jibeka.v13i2.102

Suryanto, D. A., & Ruchiyat, E. (2019). Pengembangan Dan Peningkatan Kinerja Bank Pembiayaan Rakyat Syariah (Bprs) Daarut Tauhid Dalam Rangka Meningkatkan Kesejahteraan Umat. Dharma Bhakti Ekuitas, 4(1). Retrieved from http://ojs.ekuitas.ac.id/index.php/dharma-bhakti/article/view/157

Susila, J. (2017). Fiduciary dalam produk-produk perbankan syariah. Al-Ahkam: Jurnal Ilmu Syari'ah dan Hukum, 2(2), 1-10. Retrieved from http://ejournal.iainsurakarta.ac.id/index.php/al-ahkam/article/view/497

Susilo, Y. S. (2010). Peran perbankan dalam pembiayaan UMKM di provinsi DIY. Jurnal keuangan dan perbankan, 14(3), 467-478. Retrieved from http://jurnal.unmer.ac.id/index.php/jkdp/article/view/988

Tambunan, T. (2019). Recent evidence of the development of micro, small and medium enterprises in Indonesia. Journal of Global Entrepreneurship Research, 9(18), 1-18. https://doi.org/10.1186/s40497-018-0140-4

Taktak, N. B., Hamza, H., & Kachtouli, S. (2014). Competitive conditions and market power of Islamic and conventional commercial banks. Journal of Islamic Accounting and Business Research. 5(1), 29-46. https://doi.org/10.1108/JIABR-05-2012-0030

Tone, K. (2001). A slacks-based measure of efficiency in data envelopment analysis. European Journal of Operational Research, 130(3), 498-509. https://doi.org/10.1016/S0377-2217(99)00407-5

Wahyuningsih, D., Titik, C. S., & Oktavianti, H. (2014). Analisis prilaku nasabah dalam pembiayaan di Bank Syariah Mandiri. Media Trend, 9(1). Retrieved from https://journal.trunojoyo.ac.id/mediatrend/article/viewFile/771/679

Wardhany, N. K., & Arshad, S. (2015). The Contribution of Islamic Banking to Indonesia’s Economic Growth: The Evidence from the Vector Error Correction and Variance Decomposition Methods. Journal of Management and Business Administration. Central Europe, 23(3), 89-104. https://doi.org/10.7206/mba.ce.2084-3356.152

Widiarti, A. W., Siregar, H., & Andati, T. (2015). The Determinants of Bank's Efficiency in Indonesia. Buletin Ekonomi Moneter dan Perbankan, 18(2), 129-156. https://doi.org/10.21098/bemp.v18i2.520

Widyastuti, R. S., & Armanto, B. (2013). Banking industry competition in Indonesia. Buletin Ekonomi Moneter dan Perbankan, 15(4), 401-434. Retrieved from http://lib.ibs.ac.id/materi/BI%20Corner/Terbitan%20BI/Jurnal%20Ekonomi/BEMP%20Tahun%202013/2.%20BEMP%20Vol%2015%20No%204%20April%202013.pdf#page=89

Yang, C., & Lu, W. M. (2006). A Macro Analysis Of Taiwan's International Tourist Hotel Industry By Using The Sliding Window Method. Journal of the Operations Research Society of Japan, 49(3), 238-255. https://doi.org/10.15807/jorsj.49.238

Yudistira, D. (2004). Efficiency in Islamic banking: An empirical analysis of eighteen banks. Islamic Economic Studies, 12(1), 1-19. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3164166

Yuta, R. & Suhartini, A. M. (2014). Keterkaitan Lembaga Keuangan Mikro (LKM), Usaha Mikro dan Kecil (UMK) serta Kemiskinan di Indonesia Tahun 2012. Jurnal Ekonomi Kuantitatif Terapan, 7(2), 44318. Retrieved from https://ojs.unud.ac.id/index.php/jekt/article/view/16439/10775




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