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Using Earnings-at-Risk to Assess the Risk of Indonesian Banks

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Using Earnings-at-Risk to Assess the Risk of Indonesian Banks
Using Earnings-at-Risk to Assess the Risk of Indonesian Banks

Elisa R. Muresan, Ph.D. 1 Nevi Danila, Ph.D. 2

JEL Classifications: F37, G20 Authors’ Keywords: Capital Adequacy Ratio (CAR) Earnings-at-Risk (EaR), Bank Risk, Indonesian Banks
Questions and feedback may be directed to both authors.
1

Elisa R. Muresan is an Assistant Professor of Finance at The School of Business, Public Administration, and Information Sciences, Long Island University, 1 University Plaza, Brooklyn, NY 11201, USA. Tel. +1 – 718 – 488 1150, Fax. +1 – 718 – 488 1125, Email: elisa.muresan@liu.edu Nevi Danila is the President of the Malangkuçeçwara School of Economics, Jl. Terusan Kalasan - Malang 65142, Jawa Timur (East Java), Indonesia. Tel. + 62 – 341 – 491813, Fax: + 62 – 341 – 495619, Email: nevida@stie-mce.ac.id

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Using Earnings-at-Risk to Assess the Risk of Indonesian Banks

ABSTRACT The implication of Asian Crises in 1997-1998 has been detrimental to many financial institutions in the Asia-Pacific region. Most severely, followed by political reformation throughout 1998 to 2000, almost all of approximately 250 banks registered in the Indonesian Central Bank (Bank Indonesia) database had to undergo major financial reformations, merged with other banks, or simply had to be liquidated. The CAR Methodology, which has been used as the main tool by Bank Indonesia to investigate and estimate the riskiness of Indonesian banks, was not able to accurately estimate the risk of these banks. In this paper, we provide a theoretical framework and empirical analysis on the potential use of Earnings-at-Risk (EaR) to complement the current risk assessment methods used for the Indonesian banks.

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INTRODUCTION
Asian Crises in 1998 have brought down many financial institutions in the South East Asian Nations to their lowest point of loss from their highest peak of glory during the Asian Tigers Economic period in the 1990s. More specifically in Indonesia, within 2 years (1998 –



Bibliography: BALIMAN, M., 1997. Taking it from the Top. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. BANK INDONESIA Annual Report 1996/1997, 1997/1998, 1998/1999, 2000, 2001, 2002, 2003. BASLE COMMITTEE ON BANKING SUPERVISION. Proposal to issue a supplement to the Basle Capital Accord to cover market risk. 1995. BARNWELL, C., 2001. Profit at Risk: More realistic than VaR. Risk Management, 3 (3), pp.15-17. BEDER, T.S., 1995. VaR: Seductive but Dangerous. Financial Analyst Journal, September, pp. 12-24. BLANCO, C., 2001. Calculating and using Value-at-Risk. Risk Management, 3 (3), pp.13-15. CLAESSENS, S. and T. GLAESSNER. Are Financial Sector Weaknesses Undermining the East Asian Miracle? The World Bank Working Paper 1997. CLAESSENS, S., S. DJANKOV, and D. KLINGEBIEL. Financial Restructuring in East Asia: Halfway There. The World Bank Financial Sector Discussion Paper no. 3, 1999. DARROUGH, M.N. and T. RUSSELL. A behavioral model of earnings forecasts: Top down versus Bottom up. SSRN Working Paper, September 1998. [online] http://papers.ssrn.com/sol3/papers.cfm?abstract_id=92617 DELHAISE, P.F. 1998. Asia in Crisis: the Implosion of the Banking and Finance Systems. John Wiley & Sons, Singapore. DORRIS, G. and A. DUNN. “Energy Risk Management: Making the shift to Earnings at Risk”. Electric & Gas Trading Magazine, October 2001, pp.32. EMEAP (Executives’ Meeting of East Asia-Pacific Central Banks and Monetary Authorities) Working Group on Payment and Settlement Systems, December 2001. [online] http://www.rba.gov.au/PaymentsSystem/PaymentsPolicy/PaymentsInOtherCountries/foreign_exchange_ settlement_risk_east_asiapacific_region.pdf ENOCH, C. Interventions in Banks During Banking Crises: The Experience of Indonesia. International Monetary Fund (IMF) Policy Discussion Paper, March 2000. FRY, E. “Going Too VaR”. CFO Asia, July 2000. http://www.cfoasia.com/archives/200007-71.htm GODFREY, S. and R. ESPINOSA, 1998. Value-at-Risk and Corporate Valuation. Journal of Applied Corporate Finance, 10 (4), pp.108-115. HAMILTON, C. and B. PETTERSEN, 1997. Introduction to Corporate Applications and Firmwide Risk Management. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. ——————— and A. SMITH, 1997. Total Enterprise-wide Risk Management. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. HAYT, G. and S. SONG, 1997. Handle With Sensitivity. In: VaR: Understanding and Applying Value-atRisk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. HENDRICKS, D., 1997. Evaluation of Value-at-Risk Models using Historical Data. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. 21 HO, L-C., P. BURRIDGE, J. CADLE, and M. THEOBALD, 2000. Value-at-Risk: Applying the Extreme Value Approach to Asian Markets in the Recent Financial Turmoil. Pacific-Basin Finance Journal, 8, pp.249-275. HOFFMAN, D. and M. JOHNSON, 1997. How to Calculate VaR. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. HOPPE, R. It’s Time We Buried Value-at-Risk. Risk Professional, July/August 1999, pp.14-17. HOPPER, G., 1997. Value at Risk: A New Methodology for Measuring Portfolio Risk. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. INFOBANK. Peta dan Indikator Keuangan Perbankan Indonesia. June 1997, vol. XX no. 210. JONES, C., S. ONCU, and A. SHEIKH. Developing and Implementing Risk Management Systems. BARRA Enterprise Risk Management – Research Newsletter, no. 168. [online] http://www.barra.com/newsletter/n1168 [6th February 2000]. JP MORGAN. CorporateMetrics: The Benchmark for Corporate Risk Management. In: CorporateMetrics™ Technical Document. ©RiskMetrics Group, 1999. [online] http://www.riskmetrics.com. KAPLANSKI, G. and Y. KROLL, 2002. VaR Risk Measures versus Traditional Risk Measures: An Analysis and Survey. Journal of Risk 4 (3), pp.1-34. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. LAGATTUTA, D.A., J.C. STEIN, M.L. TENNICAN, S.E. USHER, and J. YOUNGEN, 2000. Cashflow-atRisk and Financial Policy for Electricity Companies in the New World Order. The Electricity Journal, December 2000, pp.15-20. LAEVEN, L. Risk and Efficiency in East Asian Banks. The World Bank Working Paper no. 16406, December 1999. MISHKIN, F.S. Lessons From the Asian Crisis. National Bureau of Economic Research (NBER) Working Paper no. 7102, April 1999 [online] http:www.nber.org/papers/w7102. MIYAMOTO, A. Value-at-Risk: An Overview. Bank of America, Global Capital Markets Group, Foreign Exchange Sales & Trading Monograph Series number 80, Spring 1997. PANGESTU, M. and M. HABIR. The Boom, Bust, and Restructuring of Indonesian Banks. International Monetary Fund (IMF) Working Paper, April 2002. PAUL-CHOUDHURY, S., 1997. Crossing the Divide. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. POWNALL, R.A.J. and K.G. KOEDIJK. 1999. Capturing Downside Risk in Financial Markets: The Case of the Asian Crisis. Journal of International Money and Finance, 18, pp. 853-870. PRIEST, A., 1997a. Not so Simple for Siemens. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. —————, 1997b. Veba’s Way with VaR. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. 22 PRITSKER, M., 1997. Evaluating Value-at-Risk Methodologies: Accuracy versus Computational Time. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. P.T. EKOFIN KONSULINDO BANKING AND FINANCIAL CONSULTANTS. Peta dan Indikator Keuangan Perbankan Indonesia. RAJ, M. and E. RINASTITI. 2002. Factors Influencing Bank Failures: An Asian Perspective. Global Economy Quarterly 3 (1), pp.1-24. REED, N., 1997. Variations on a Theme. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. ROSS, M. and H. BASU. 2004. Market-consistent valuations of life insurance companies. Asia Pacific Insurance Review, May 2004. [online] http://www.watsonwyatt.com/asiapacific/pubs/apinsurance/showarticle.asp?ArticleID=13360 SANTOSO, W. The Determinants of Problem Banks in Indonesia (An Empirical Study). Bank Indonesia Working Paper, March 2001. SCHACHTER, B. An Irreverent Guide to Value at Risk, 1997. [online] http://www.gloriamundi.org/var/varintro.htm SHIMKO, D., 1995. What Is VaR? Risk, 8 (12), pp.27. —————, 1997a. VaR for Corporates. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. —————, 1997b. Investors’ Return on VaR. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. SIMONS, K., 1997. Value at Risk – New Approaches to Risk Management. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. STEIN, J.C., S.E. USHER, D. LAGATTUTA, and J. YOUNGEN. A comparables approach to measuring Cashflow-at-Risk for non-financial firms. National Economic Research Associates Working Paper no. 39. August 2000. [online] http://www.nera.com. TORNELL, A. Common Fundamentals in the Tequilla and Asian Crises. National Bureau of Economic Research (NBER) Working Paper no. 7139, May 1999 [online] http:www.nber.org/papers/w7139. TURNER, C., 1997. VaR as an Industrial Tool. In: VaR: Understanding and Applying Value-at-Risk. KPMG Risk Publications, © Financial Engineering Ltd, London, 1997. VINOD, H.D. 2003. Open Economy and Financial Burden of Corruption: Theory and Application to Asia. Journal of Asian Economics, 13, pp.873-890. 23

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