Evaluation Of Macroprudential Policy On Credit Growth In Indonesia: Credit Registry Data Approach
Abstract
Macro-prudential policies have an essential role in mitigating the imbalances in the financial sector that stem from procyclical credit growth. This study aims to evaluate macro-prudential policy in mitigating risk on procyclical credit growth with a registry data approach. Structural Vector Autoregression (SVAR) analysis method is used to evaluate macro-prudential policy in influencing credit growth. The results show LTV instruments can reduce credit growth but not to procyclical mitigation. Dissimilar results in the implementation of CCB and GWM + LDR instruments are capable of procyclical credit mitigation. Policies that can be done by the central bank are the establishment of an early warning system in macro-prudential policy as well as strengthening of Countercyclical Buffer (CCB), Loan to Value (LTV) instruments and Minimum Reserve Requirement + Loan Funding Ratio (GWM + LFR) in capturing systemic risks from various sources which further strengthens the assessment and surveillance.
Keywords
References
Aguirre, H. A., & Blanco, E. F. (2015). Credit and Macroprudential Policy in an Emerging Economy: A Structural Model Assessment. BIS Working Paper No. 504. retrieved from: https://www.bis.org/publ/work504.htm.
Akbar, S., Rehman, S. U., Liu, J., & Shah, S. Z. A. (2017). Credit Supply Constraints and Financial Policies of Listed Companies During The 2007–2009 Financial Crisis. Research in International Business and Finance. Vol. 42: 559–571. doi: https://doi.org/10.1016/j.ribaf.2017.07.001
Alegria, A., Alfaro, R., & Córdova, F. (2017). The Impact of Warnings Published in a Financial Stability Report on Loan-to Value Ratios. BIS Working Paper No. 633. retrieved from: https://www.bis.org/publ/work633.htm
Alper, K., Binici, M., Demiralp, S., Kara, H., & Özlü, P. (2014). Reserve Requirements, Liquidity Risk and Credit Growth. TCMB Working Paper 1416. Koc University-TUSIAD Economic Research Forum.
Arnold, B., Borio, C., Ellis, L., & Moshirian, F. (2012). Systemic risk, Macroprudential Policy Frameworks, Monitoring Financial Systems and The Evolution of Capital Adequacy. Journal of Banking and Finance. Vol. 36(12): 3125–3132. doi: https://doi.org/10.1016/j.jbankfin.2012.07.023
Auer, R., & Ongena, S. (2016). The Countercyclical Capital Buffer and The Composition. BIS Working Paper No. 593. Retrieved from: https://www.bis.org/publ/work593.htm
Bahadir, B., & Gumus, I. (2016). Credit Decomposition and Business Cycles in Emerging Market Economies. Journal of International Economics. Vol. 103: 250-262. doi: https://doi.org/10.1016/j.jinteco.2016.10.003
Baskaya, Y. S., Giovanni, J., Kalemli-ozcan, S., Peydro, J., & Ulu, M. F. (2015). Capital Flows, Credit Cycles and Macroprudential. BIS Working Paper No. 86: 63-68. retrieved from: https://www.bis.org/publ/bppdf/bispap86j.pdf.
Basten, C., & Koch, C. (2015). Higher Bank Capital Requirements and Mortgage Pricing: Evidence from the Counter-Cyclical Capital Buffer (CCB). BIS Working Paper No. 511. retrieved from: https://www.bis.org/publ/work511.htm.
Bauer, G. H. (2017). International House Price Cycles, Monetary Policy and Credit. Journal of International Money and Finance. Vol. 74: 88–114. doi: https://doi.org/10.1016/j.jimonfin.2017.03.003.
Bianchi, J., Liu, C., & Mendoza, E. G. (2016). Fundamental News, Global Liquidity, and Macroprudential Policy. Journal of International Economics. Vol. 99 (Supp. 1): S2-S15. doi: https://doi.org/10.1016/j.jinteco.2015.12.006.
Chen, G., & Wu, Y. (2008). Bank Ownership and Credit Growth in Emerging Markets During and After the 2008 – 09 Financial Crisis — A Cross-Regional Comparison. IMF Working Paper No. WP/14/171. retrieved from: https://www.imf.org/en/Publications/WP/Issues/2016/12/31/Bank-Ownership-and-Credit-Growth-in-Emerging-Markets-During-and-After-the-200809-Financial-41920
Claessens, S., & Kose, M. A. (2013). Financial Crises: Explanations, Types and Implications. IMF Working Paper No. 65. retrieved from: https://www.imf.org/en/Publications/WP/Issues/2016/12/31/Financial-Crises-Explanations-Types-and-Implications-40283.
Clark, E., & Kassimatis, K. (2015). Macroeconomic Effects on Emerging-Markets Sovereign Credit Spreads. Journal of Financial Stability. Vol. 20: 1–13. doi: https://doi.org/10.1016/j.jfs.2015.06.002
Cronin, D., & Mcquinn, K. (2016). Credit Availability, Macroprudential Regulations and The House Price-To-Rent Ratio. Journal of Policy Modeling. Vol. 38 (5): 971-984. doi: https://doi.org/10.1016/j.jpolmod.2016.06.002
Drehmann, M., & Tsatsaronis, K. (2014). The Credit-to-GDP Gap and Countercyclical Capital Buffers : Questions and Answers. BIS Quarterly Review, March 2014. retrieved from: https://www.bis.org/publ/qtrpdf/r_qt1403g.htm.
Fendoğlu, S. (2015). Credit Cycles and Macroprudential Policy Framework In Emerging Countries. BIS Working Paper No. 86: 17–25. retrieved from: https://www.bis.org/publ/bppdf/bispap86d.pdf
Fendoğlu, S. (2017). Credit Cycles and Capital flows: Effectiveness of The Macroprudential Policy Framework In Emerging Market Economies. Journal of Banking and Finance. Vol. 79: 110–128. doi: https://doi.org/10.1016/j.jbankfin.2017.03.008
Gete, P., & Reher, M. (2016). Two Extensive Margins of Credit and Loan-to-Value Policies. Journal of Money, Credit and Banking. Vol. 48(7): 1397–1438. doi: https://doi.org/10.1111/jmcb.12337
Ghenimi, A., Chaibi, H., & Omri, M. A. B. (2017). The Effects Of Liquidity Risk and Credit Risk On Bank Stability: Evidence from the MENA region. Borsa Istanbul Review. Vol. 17(4): 238–248. doi: https://doi.org/10.1016/j.bir.2017.05.002
Gómez, E., Lizarazo, A., Mendoza, J., & Murcia, A. (2017). Evaluating The Impact Of Macroprudential Policies In Colombia’s Credit Growth. BIS Working Paper No. 634. Retrieved from: https://www.bis.org/publ/work634.htm.
Herman, A., Igan, D., & Solé, J. (2017). The Macroeconomic Relevance of Bank and Nonbank Credit: An Exploration Of U.S. Data. Journal of Financial Stability. Vol. 32: 124–141. doi: https://doi.org/10.1016/j.jfs.2017.06.009
Hessou, H., & Lai, V. S. (2018). Basel III capital Buffers And Canadian Credit Unions Lending : Impact Of The Credit Cycle and The Business Cycle. International Review of Financial Analysis. Vol. 57: 23–39. doi: https://doi.org/10.1016/j.irfa.2018.01.009
Hongkong Monetary Authority. (2010). Loan-to-Value Ratio as A Macroprudential Tool – Hong Kong SAR’s Experience and Cross-Country Evidence. [Online] Bank for International Settlements No. 57: 163–178. retrieved from: https://www.bis.org/publ/bppdf/bispap57k.pdf.
Igan, D., & Kang, H. (2011). Do Loan-to-Value and Debt-to-Income Limits Work? Evidence from Korea. IMF Working Paper No. WP/11/297. retrieved from: https://www.imf.org/external/pubs/ft/wp/2011/wp11297.pdf.
Igan, D., & Pinheiro, M. (2011). Credit Growth and Bank Soundness: Fast and Furious? IMF Working Papers No. WP/11/278. retrieved from: https://www.imf.org/en/Publications/WP/Issues/2016/12/31/Credit-Growth-and-Bank-Soundness-Fast-and-Furious-25390.
Karfakis, C. (2013). Credit and Business Cycles in Greece : Is There Any Relationship ?. Economic Modelling. Vol. 32: 23–29. doi: https://doi.org/10.1016/j.econmod. 2013.01.036
Kazanas, T., Philippopoulos, A., & Tzavalis, E. (2011). Monetary Policy Rules and Business Cycle Conditions. The Manchester School, 79( SUPPL.2): 73–97. doi: https://doi.org/10.1111/j.1467-9957.2011.02267.x
Kiley, M. T., & Sim, J. (2015). Optimal Monetary and Macroprudential Policies : Gains and Pitfalls in a Model of Financial Intermediation. Finance and Economics Discussion Series 2015-78. Board of Governors of The Federal Reserve Systems.
Kilin, M., & Tun, C. (2014). Identification of Monetary Policy Shocks in Turkey : A Structural VAR Approach. Working Paper No. 14/23. Ankara: Central Bank of The Republic of Turkey.
Lim, C., Columba, F., Costa, A., Kongsamut, P., Otani, A., Saiyid, M.,Wu, X. (2011). Macroprudential Policy : What Instruments and How to Use Them ? Lessons from Country Experiences. IMF Working Papers No. WP/11/85. Retrieved from http://www.pfsprogram.org/sites/default/files/wp11238.pdf
López, M., Tenjo, F., & Zárate, H. (2014). Credit Cycles, Credit Risk and Countercyclical Loan Provisions. Revue d’Epidémiologie et de Santé Publique. Vol. 32(74): 9–17. doi: https://doi.org/10.1016/S0120-4483(14)70024-7
Magud, N. E., & Vesperoni, E. R. (2015). Exchange Rate Flexibility and Credit During Capital Inflow Reversals: Purgatory Not Paradise. Journal of International Money and Finance. Vol. 55: 88–110. doi: https://doi.org/10.1016/j.jimonfin.2015.02.010
McCarthy, Y., & McQuinn, K. (2017). Credit Conditions In A Boom and Bust Property Market: Insights For Macro-Prudential Policy. Quarterly Review of Economics and Finance. Vol. 64: 171–182. doi: https://doi.org/10.1016/j.qref.2016.08.002
Pramono, B., Hafidz, J., Maulana, J. A., Muhajir, H., Alim, M. S., Adamanti, J.,Alim, S. (2015). Dampak Kebijakan Countercyclical Capital Buffer Terhadap Pertumbuhan Kredit Di Indonesia (The Impact of Countercyclical Capital Buffer Policy to Credit Growth in Indonesia). Working Paper No. WP/4/2015. Jakarta: Bank Indonesia.
Köhler, Matthias (2009). Which Banks Are More Risky? The Impact of Loan Growth and Business Model on Bank Risk-Taking. Discussion Paper 33/2012. Deutche Bundesbank.
Purnawan, M. E., & Nasir, M. A. (2015). The Role of Macroprudential Policy to Manage Exchange Rate Volatility, Excess Banking Liqudity and Credits. Buleting Ekonomi Moneter Dan Perbankan. Vol. 18(1): 21–44.
Rubio, M., & Carrasco-gallego, J. A. (2014). Macroprudential and Monetary Policies : Implications for Financial Stability and Welfare. Journal Of Banking Finance. Vol. 49: 326-336. doi: https://doi.org/10.1016/j.jbankfin.2014.02.012
Sáiz, M. C., Sanfilippo Azofra, S., Torre Olmo, B., & López Gutiérrez, C. (2017). Trade credit, sovereign risk and monetary policy in Europe. International Review of Economics and Finance. Vol. 52: 39–54. doi: https://doi.org/10.1016/j.iref.2017.09.010
Shi, S., Jou, J., & Tripe, D. (2014). Can interest Rates Really Control House Prices ? Effectiveness and Implications for Macroprudential Policy. Journal Of Banking Finance. Vol. 47: 15–28. doi: https://doi.org/10.1016/j.jbankfin.2014.06.012
Shijaku, G. (2017). Does Concentration Matter for Bank Stability? Evidence from the Albanian Banking Sector. Journal of Central Banking Theory and Practice. Vol. 6(3): 67–94. doi: https://doi.org/10.1515/jcbtp-2017-0021
Suh, H. (2014). Dichotomy Between Macroprudential Policy And Monetary Policy on Credit and Inflation. Journal of Economics Letters. Vol. 122(2): 144–149. doi: https://doi.org/10.1016/j.econlet.2013.11.012
Thanassoulis, J. (2014). Bank Pay Caps, Bank Risk, and Macroprudential Regulation. Journal of Banking and Finance. Vol. 48: 139–151. doi: https://doi.org/10.1016/j.jbankfin .2014.04.004.
Tomuleasa, I. (2015). Macroprudential Policy and Systemic Risk : An overview. Procedia Economics and Finance. Vol. 20(15): 645–653. doi: https://doi.org/10.1016/S2212-5671(15)00119-7
Tovar, C. E., Garcia-Escribano, M., & Martin, M. V. (2012). Credit Growth and the Effectiveness of Reserve Requirements and Other Macroprudential Instruments in Latin America. IMF Working Paper 12/142: 1–29.
Utari, G. A. D., Arimurti, T., & Kurniati, I. N. (2012). Pertumbuhan Kredit Optimal (The Optimal Credit Growth). Buletin Ekonomi Moneter dan Perbankan. Vol. 15(2): 3–36.
Zhang, L., & Zoli, E. (2016). Leaning Against the wind: Macroprudential policy in Asia. Journal of Asian Economics. Vol. 42: 33–52. doi: https://doi.org/10.1016/j.asieco.2015.11.001
DOI: 10.15408/etk.v17i2.7324
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