MANAKAH INDIKATOR TERPENTING STABILITAS SISTEM KEUANGAN?: PERSPEKTIF MAKROPRUDENSIAL
Abstract
Secara umum ada dua indikator stabilitas sistem keuangan di Indonesia, yaitu mikroprudensial dan makroprudensial. Di antara indikator makroprudensial adalah pertumbuhan ekonomi, neraca pembayaran, tingkat inflasi, suku bunga dan nilai tukar, efek penularan krisis, dan banyak lainnya. Berbeda dari penelitian sebelumnya mengenai pengukuran stabilitas sistem keuangan, penelitian ini akan menggunakan perspektif praktisi keuangan dan perbankan mengenai indikator utama dalam mengukur stabilitas sistem keuangan dengan menggunakan Analytic Network Process (ANP) metode. Hasil penelitian menunjukkan bahwa berdasarkan hasil wawancara dengan pakar/ praktisi perbankan, 3 (tiga) aspek terpenting adalah aspek Utang (0,225), Indikator Makro (0,222) dan aspek Neraca Pembayaran (0,217). Indikator penting stabilitas sistem keuangan dari aspek makroprudensial berikutnya terkait dengan Contagion Effect (0,178) dan Aspek Tenaga Kerja (0,159). Kebijakan makroprudensial yang dikeluarkan oleh Bank Indonesia sebagai bank sentral yang memiliki otoritas penuh, memainkan peran penting dalam menjaga Stabilitas Sistem Keuangan (SSK) di Indonesia.
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References
Arı. Ali dan Rüstem DaÄŸtekin. “Early Warning Signals of The 2000/2001 Turkish Financial Crisisâ€. MPRA Paper (No. 25857). Oktober 2008.
Ascarya, et, al,. 2012. The Anatomy of Financial Crisis and how to Prevent it: The Case of Dual Financial System in Indonesia. BI Working Paper. WP/19/2012.
Ascarya, 2005, Analytic Network Process (ANP): Pendekatan Baru Studi Kualitatif, Pusat Pendidikan dan Studi Kebanksentralan, Bank Indonesia.
Badan Pusat Statistik, www.bps.go.id
Bank Indonesia, 2009 a), Outlook Ekonomi Indonesia 2009-2014, edisi Januari 2009.
Bank Indonesia, 2009 b). Outlook Ekonomi Indonesia : Krisis Finansial Global dan Dampaknya terhadap Perekonomian Indonesia. Januari 2009. Biro Riset Ekonomi, Direktorat Riset Ekonomi dan Kebijakan Moneter.
Bank Indonesia, 2011. Gerai Info Edisi XV. Juni 2011.
Bank Indonesia, www.bi.go.id
Barrel. Ray et. al. “Bank regulation. Property Prices and Early warning Systems for Banking Crises in OECD Countriesâ€. 2010
Boyd et. al. “Banking Crises and Crisis Dating: Theory and Evidenceâ€. IMF Workig Paper. WP/09/141. Juli 2009.
Brooks, Douglas H. et, al. 2016. Trade, Trade Finance and Global Liquidity in Asia: Markov-Switching FAVAR Approach. East Asian Economic Review Vol. 20 No. 3. Korea Institute for International Economic Policy.
Bucevska. Vesna.â€An Analysis of Financial Crisis by an Early Warning System Model: The Case of The EU Candidate Countriesâ€. Businesss and Economic Horizons. Vol. 4 (No. 1). Januari 2011.
Caprio et. al. “Banking Crises Databaseâ€. in Systemic Financial Crises. P. Honahan and L. Laeven eds. . Cambridge University Press. Cambridge. U.K. 2005
ÄŒihak, et. al,. 2008. Islamic Bank and Financial Stability: An Empirical Analysis. IMF Working Paper. WP/08/16.
Demirgüç-Kunt & Detragiache. “The Determinants of Banking Crises: Evidence from Developing and Developed Countriesâ€. IMF Staff Paper. Vol. 45 (No. 1). Maret 1998
Frankel, Jeffrey A. dan Rose, Andrew K., 1996. Currency crashes in emerging markets: An empirical treatment. Journal of International Economics, Elsevier, vol. 41(3-4), pages 351-366, November.
Goldstein. Moris. “Assesing Financial Vulnerability: An Early Warning System for Emerging Marketsâ€.(2000)
Gujarati, Damoar N. 2003. Basic Econometrics. Forth Edition. United State Military Academy, West Point. McGraw-Hill, New York, America.
Hadad. Muliaman D. et al. “Indikator Awal Krisis Perbankanâ€. Desember 2003. http://www.bi.go.id/NR/rdonlyer/2DAB2C92-BF34-4DE4-A3EF2078CC77431/7822/IndikatorAwalKrisisPerbankan.pdf
Hagen. Jürgen von dan Tai-kuang Ho. “Money Market Pressure and The Determinants of Banking Crisesâ€. Februari 2003.
Hardy. Daniel C. dan Ceyla Pazarbasioglu. “Determinants and Leading Indicators of Banking Crises: Further Evidenceâ€. IMF Staff Paper. Vol. 46 (No.3). September 1999.
Ho, W. (2008), “Integrated analytic hierarchy process and its applications: A literature reviewâ€, European Journal of Operational Research Vol. 186, pp. 211-228.
Imansyah. Muhammad Handry. 2009. Krisis Keuangan di Indonesia. Dapatkah Diramalkan? Jakarta: Elex Media Komputindo.
Imansyah. M. Handry & A. Abimanyu (Ed). 2008 Sistem Pendeteksian Dini Krisis Keuangan di Indonesia: Penerapan Berbagai Model Ekonomi. Yogyakarta: BPFE UGM.
Islahi, Abdul Azim. 2013. Economic and Financial Crises in Fifteenth Century Egypt: Lessons from the history. Islamic Economic Study Vol. 21 No. 2 Novemver 2013.
Kaminsky, Graciela, et.al., 1997. Leading Indicators of Currency Crises. IMF Staff Paper, Vol. 45 (No. 1), Maret.
Kaminsky, Graciela L. & Reinhart, Carmen M. 1999. The Twin Crisis : The Cause of Banking and Balance Payments Problems. The American Economic Review, June 1999, Vol. 89 No. 3.
Kemu. Suparman Zen dan Almizan Ulfa. 2008. “Model Non-Parametrik Early Warning System Sektor Keuangan Indonesiaâ€. Jurnal Keuangan &Moneter. Vol. 8, No.1
Krolzig, Hans-Martin. 1997. Markov-Switching Vector Autoregression Modelling, Stastical inferencel, and Application to Business Cycle Analysis. Springer-Verlag Berlin Heidelberg, New York.
Leaven. Luc dan Valencia. “Systemic Banking Crises: A New Databaseâ€. IMF Working Paper. WP/08/224. November 2008.
Lee, M.C. (2010), “The analytic hierarchy and the network process in multicriteria decision making: Performance evaluation and selecting key performance indicators based on ANP modelâ€, Convergence and Hybrid Information Technologies, Book edited by Marius Crisan.
Norgren, Claes. (2010). The Cause of The Global Financial Crisis and Their Implication for Supreme Audit Institutions. Riskrevisionen. Swedish National Audit Office.
Nurfalah, I., Rusydiana, A.S., Laila, N., and Cahyono, E.F. 2018, “Early warning to banking crises in the dual financial system in Indonesia: The markov switching approachâ€, JKAU: Islamic Economics, Vol.31, No.2, pp.133-156.
Otoritas Jasa Keuangan, www.ojk.go.id
Otoritas Jasa Keuangan. 2017. Booklet Perbankan Indonesia 2017. Departemen Perizinan dan Informasi Perbakan Otoritas Jasa Keuangan.
Radyati, Maria R. Nindita (2012). Keuangan Inklusif Perbankan. Published on Universitas Trisakti. MMCSR & MMCE. http://www.mmcrusakti.org
Reinhart and Rogoff . “This Time Is Different: A Panoramic View of Eight Centuries of Financial Crisesâ€. NBER Working Paper # 13882. Maret 2008
Rusydiana, Aam S, and Abrista Devi, (2018). “Elaborating cash waqf development in Indonesia using analytic network processâ€. International Journal of Islamic Business and Economics, Vol. 2 No. 1, pp.1-13.
Rusydiana, Aam Slamet & Abrista Devi. (2013). “Challenges in Developing Baitul Maal wat Tamwiil in Indonesia using Analytic Network Processâ€.Business Management Quarterly Review 4(2), 2013.
Rusydiana, Aam Slamet (2016). “Analisis masalah pengembangan perbankan syariah di Indonesia: Aplikasi metode analytic network processâ€. Esensi: Jurnal Bisnis dan Manajemen, Vol. 6, No. 2, pp.237-246.
Rusydiana. Aam Slamet (2009). “Determinan Inflasi Indonesia: Perbandingan Pendekatan Islam dan Konvensionalâ€. Journal of Islamic Business and Economics (JIBE) Universitas Gadjah Mada. Volume 3 No. 1. Juni 2009.
Saaty, Thomas L, 2001, Decision Making with Dependence and Feedback: The Analytic Network Process, RWS Publication, Pittsburgh.
Saaty, T.L., and Vargas, L.G. (2006), Decision Making with the Analitic Network Process. Economic, Political, Social and Technological Applications with Benefits, Opportunities, Costs and Risks. Springer. RWS Publication, Pittsburgh USA.
Sachs. Jeffrey D. and Andreas Velasco. “Financial Crises in Emerging Markets: The Lessons From 1995â€. Brooking Papers on Economic Activity (No. 1). 1996.
Shen. Chung-Hua dan Meng-Fen Hsienh. “Predicting of Bank Failures Using Combined Micro and Macro Dataâ€. Februari 2003.
Sipahi, S. and Timor, M. (2010), “The analytic hierarchy process & analytic network process: An overview of applicationsâ€, Management Decision, Vol. 48, No 5, pp. 775-808.
Shah, Syed Zulfiqar Ali dan Nousheen Tariq Bhutta, (2016). Does Islamic Finance Prevent Financial Crises: A Global Perspective. Journal of Finance, Accounting and Management 7(2), 31-38. Islamabad, Pakistan.
Statistik Sistem Keuangan Indonesia, 2017.
Suta, I Putu Gede Membedah Krisis Perbankan Anatomi Krisis dan Penyehatan Perbankan Ary dan Soebowo Musa. 2003. Cetakan Pertama. SAD Satria Bakti: Jakarta.
Yang, Bin. (2017). “Stock Market Crash, New Market Failure Theory and Extremely Great Economic and Financial Crisesâ€. World Review of Political Economy Vol. 8 No. 1.
Zhuang, Juzhong . Noparametric EWS Models of Currency and Banking Crises for East Asia, Early Warning System for Financial Crises: Application to East Asiain ADB, Palgrave, Macmillan. 2005.
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