Abstract

© 2002 International Monetary Fund

Copyright

© 2002 International Monetary Fund

Production: IMF Graphics Section

Figures: Joseph Kumar

Typesetting: Alicia Etchebarne-Bourdin

Cataloging-in-Publication Data

Financial soundness indicators: analytical aspects and country practices/V. Sundararajan … [et al.]—Washington, D.C.: International Monetary Fund, 2002.

p. cm.—(Occasional paper, ISSN 0251-6365; NO. 212)

Includes bibliographical references.

ISBN 9781589060869

1. Financial institutions—Auditing. 2. Bank examination. 3. International Monetary Fund. I. Sundararajan, Vasudevan. II. International Monetary Fund III. Occasional paper (International Monetary Fund); no. 212.

HF5686.F46F35 2002

Price: US$20.00

(US$17.50 to full-time faculty members and students at universities and colleges)

Please send orders to:

International Monetary Fund, Publication Services

700 19th Street, N.W., Washington, D.C. 20431, U.S.A.

Tel.: (202) 623-7430 Telefax: (202) 623-7201

E-mail: publications@imf.org

Internet: http://www.imf.org

Contents

  • Preface

  • List of abbreivations

  • I Overview

  • Part I. Selected Analytical Aspects

    • II Indicators for Macroprudential Analysis

      • The Macroprudential Framework

      • FSIs in the Context of the FSAP

      • Qualitative Aspects

    • III Banking System

      • Bank Behavior and Vulnerabilities

      • Banking Indicators

    • VI Other Sectors and Markets

      • Nonbank Financial Intermediaries

      • Corporate Sector

      • Household Sector

      • Real Estate Markets

    • V Stress Testing of Financial Systems

      • Defining System-Wide Stress Tests

      • Measurement Techniques

  • Part II. Country Practices

    • VI The IMF Survey on FSIs

      • Introduction

      • Response to the Survey

    • VII Usefulness of FSIs

      • FSIs by Usefulness Group

      • Additional FSIs Identified by Respondents

    • VIII Compilation and Dissemination Practices

      • Compilation and Dissemination of FSIs and Their Components

      • Periodicity

      • Accounting, Regulatory, and Statistical Issues

    • IX Analytical Frameworks and Research

      • Macroprudential Research

      • Coverage of Financial Institutions

      • Norms, Benchmarks, and Thresholds

      • Presentation

      • Composite Measures

      • Business Surveys

    • X Concluding Remarks

      • Identification of Core and Encouraged Sets of FSIs

      • Directions for Further Work

  • References

  • Appendices

    • I Explanation of FSI Terms

    • II Aggregation Issues

    • III Additional FSIs Identified by Respondents

    • IV Tables of Survey Results

    • V Survey on the Use, Compilation, and Dissemination of Macroprudential Indicators

  • Boxes

    • 1.1. Definitions

    • 3.1. Basel Capital Adequacy Ratio

    • 3.2. Valuation of Capital

    • 4.1. Sectoral Balance Sheet Analysis

    • 6.1. Structure of the Survey on FSIs

    • 8.1. Compilation and Dissemination Practices

    • 8.2. Country Practices on Nonperforming Loans

  • Tables

    • 1.1. Financial Soundness Indicators

    • 2.1. FSIs Used in Financial System Stability Assessments

    • 3.1. Income Summary

    • 4.1. Determinants of Corporate Vulnerabilities

    • 4.2. Indicators for the Corporate Sector

    • 4.3. Cash Flow Summary

    • 4.4. Household Indicators Used in Norway, Sweden, and the United Kingdom

    • 4.5. Real Estate Indicators

    • 5.1. Data Requirements for an Integrated VaR Analysis

    • 6.1. Summary of the Responses by Type of Economy

    • 6.2. Summary of the Responses by Indicator

    • 7.1. Group I FSIs by Type of Economy

    • 7.2. Group II FSIs by Type of Economy

    • 7.3. Groups III–IV FSIs by Type of Economy

    • 8.1. FSIs: Compilation and Dissemination Practices

    • 8.2. Periodicity of FSIs

    • 8.3. Valuation Practices Affecting FSIs by Data Source

    • 10.1. Core Set of FSIs

    • 10.2. Encouraged Set of FSIs

  • Figures

    • 2.1. Components of Macroprudential Analysis

    • 5.1. Decision Sequence for Stress Testing

    • 7.1. Summary of the Usefulness of FSIs

    • 9.1. Institutional Coverage of Analysis

    • 9.2. Factors Used to Identify Key Subsectors

    • 9.3. Presentation of FSIs

  • Appendix Tables

    • A1.1. Explanation of FSI Terms

    • A4.1. FSIs for Which Components Are Extensively Compiled

    • A4.2. SDDS Subscribers: Compilation and Dissemination of FSIs and Components

    • A4.3. Usefulness of FSIs by Type of User and Type of Economy

    • A4.4. Compilation and Dissemination of FSIs by Type of Economy

    • A5.1. MPI Survey—Part I (a): User Questionnaire

    • A5.2. MPI Survey—Part I (b): Supplementary Issues

    • A5.3. MPI Survey—Part II (a): Compilation and Dissemination Questionnaire

    • A5.4. MPI Survey—Part II (b): Supplementary Issues

    • A5.5. MPI Survey—Part II (c): Valuation Issues

The following symbols have been used throughout this paper:

  • … to indicate that data are not available;

  • — to indicate that the figure is zero or less than half the final digit shown, or that the item does not exist;

  • – between years or months (e.g., 2000–01 or January–June) to indicate the years or months covered, including the beginning and ending years or months;

  • / between years (e.g., 2000/01) to indicate a crop or fiscal (financial) year.

“Billion” means a thousand million.

Minor discrepancies between constituent figures and totals are due to rounding.

The term “country,” as used in this paper, does not in all cases refer to a territorial entity that is a state as understood by international law and practice; the term also covers some territorial entities that are not states, but for which statistical data are maintained and provided internationally on a separate and independent basis.

Preface

The development of indicators of financial soundness responds to the need for better tools to assess financial systems’ strengths and vulnerabilities. A broad search for tools and techniques to detect and prevent financial crises was prompted by the international financial turmoil of the late 1990s. More recent episodes of instability have further highlighted the importance of continuous monitoring of financial systems as a crisis prevention tool. The IMF has undertaken a number of initiatives in this area, notably in support of strengthened surveillance of member countries through the joint IMF-World Bank Financial Sector Assessment Program, launched in 1999. Initial efforts were aimed at identifying a broad set of prudential and macroeconomic variables that are relevant for assessing financial soundness—referred to as macroprudential indicators. More recent work has focused on a subset of these indicators—both aggregate bank balance sheet and income statement information, and aggregate indicators of financial fragility of nonfinancial firms and nonbank financial markets—referred to as financial soundness indicators (FSIs).

This paper brings forward recent advances in our understanding of financial soundness indicators with a view to supporting ongoing efforts by national authorities and private institutions worldwide to monitor financial system soundness. The paper also discusses the use of financial soundness indicators in the operational work of the IMF, and identifies significant gaps in knowledge and directions for further work. The material in this paper was originally prepared for discussions in the IMF Executive Board in June 2001.

The insights contained in this paper are the result of the efforts of many. In particular, we would like to express our appreciation for member countries’ participation in the IMF Survey On the Use, Compilation, and Dissemination of Macroprudential Indicators, which helped to provide comprehensive information on country practices. A number of background documents by IMF staff and others referred to in this paper were also critical in distilling analytical lessons on the selection and use of the indicators. We would like to thank also Mahinder S. Gill, Alfredo M. Leone, Pamela Madrid, and Ewe-Ghee Lim for their inputs into this Occasional Paper; Jacqueline Irving and Lucy Ulrich of the External Relations Department for editing and production coordination; and Raja Hettiarachchi and Kiran Sastry for valuable research assistance. The views expressed in this paper are those of IMF staff and do not necessarily reflect the views of national authorities or of IMF Executive Directors.

article image

List of Abbreviations

BIS

Bank for International Settlements

CAMELS

Capital adequacy, asset quality, management soundness, earnings, liquidity, sensitivity to market risk

CGFS

Committee on the Global Financial System, BIS

CPSS

Committee on Payment and Settlement Systems, BIS

EBIT

Earnings before interest and tax

EBITDA

Earnings before interest, tax, depreciation, and amortization

ECB

European Central Bank

FSAP

Financial Sector Assessment Program

FSI

Financial soundness indicator

FSSA

Financial System Stability Assessment

FX

Foreign exchange

G-7

Group of Seven

G-10

Group of Ten

GDP

Gross domestic product

IAIS

International Association of Insurance Supervisors

IMF

International Monetary Fund

IOSCO

International Organization of Securities Commissions

MPI

Macroprudential indicator

NBFI

Nonbank financial intermediary

NPL

Nonperforming loan

OECD

Organization for Economic Cooperation and Development

OTC

Over-the-counter

RAROC

Risk-adjusted return on capital

ROA

Return on assets

ROE

Return on equity

ROSC

Report on Observance of Standards and Codes

SDDS

Special Data Dissemination Standard

VaR

Value at Risk

  • Collapse
  • Expand
Analytical Aspects and Country Practices
  • Agénor, Pierre R., Joshua Aizenman, and Alexander Hoffmaister, 2000, “The Credit Crunch in East Asia: What Can Bank Excess Liquid Assets Tell?” NBER Working Paper No. 7951 (Cambridge, Massachusetts: National Bureau of Economic Research).

    • Search Google Scholar
    • Export Citation
  • Baldwin, Barbara, and Angeliki Kourelis, forthcoming, “Consolidated Supervision” (Washington: International Monetary Fund).

  • Ball, Ray, 2001, “Infrastructure Requirement for an Economically Efficient System of Public Financial Reporting and Disclosure,” in Brookings—Wharton Papers on Financial Services 2001, ed. by Robert E. Litian and Richard Herring (Washington: Brookings Institution).

    • Search Google Scholar
    • Export Citation
  • Barnhill, Theodore M., Panagiotis Papapanagiotou, and Liliana Schumacher, 2000, “Measuring Integrated Market and Credit Risks in Bank Portfolios: An Application to a Set of Hypothetical Banks Operating in South Africa,” IMF Working Paper 00/212 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Basel Committee on Banking Supervision, 1988, International Convergence of Capital Measurements and Capital Standards (Basel: Bank for International Settlements).

    • Search Google Scholar
    • Export Citation
  • Basel Committee on Banking Supervision, 1997, “Principles for the Management of Interest Rate Risk,” Publication No. 29 (Basel: Bank for International Settlements).

    • Search Google Scholar
    • Export Citation
  • Basel Committee on Banking Supervision, 1998, Amendment to the Capital Accord to Incorporate Market Risks (Basel: Bank for International Settlements, updated ed.).

    • Search Google Scholar
    • Export Citation
  • Basel Committee on Banking Supervision, 2001, The New Basel Capital Accord (Basel: Bank for International Settlements).

  • Basel Committee on Banking Supervision and IOSCO, 1998, “Supervisory Information Framework for Derivatives and Trading Activities,” Publication No. 39 (Basel: Bank for International Settlements).

    • Search Google Scholar
    • Export Citation
  • Begum, Jahanara, May Khamis, and Kal Wajid, forthcoming, “Usefulness of Sectoral Balance Sheet Information for Assessing Financial System Vulnerabilities” (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Berg, Andrew, Eduardo Borensztein, Gian Maria Milesi-Ferretti, and Catherine Patillo, 1999, Anticipating Balance of Payments Crises: The Role of Early Warning Systems, IMF Occasional Paper No. 186 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Bernanke, Ben S., and Mark Gertler, 1995, “Inside the Black Box: The Credit Channel of Monetary Policy Transmission,” NBER Working Paper No. 5146 (Cambridge, Massachusetts: National Bureau of Economic Research).

    • Search Google Scholar
    • Export Citation
  • Blaschke, Winfrid, Matthew Jones, Giovanni Majnoni, and Soledad Martinez Peria, 2001, “Stress Testing of Financial Systems: An Overview of Issues, Methodologies, and FSAP Experiences,” IMF Working Paper 01/88 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Bloem, Adrian M., 2001, Quarterly National Accounts Manual (Washington: International Monetary Fund).

  • Borio, Claudio, Craig Furfine, and Philip Lowe, 2001, “Procyclicality of the Financial System and Financial Stability: Issues and Policy Options,” in Marrying the Macro- and Micro-Prudential Dimensions of Financial Stability, BIS Papers No. 1 (Basel: Bank for International Settlements).

    • Search Google Scholar
    • Export Citation
  • Breuer, Peter, 2000, “Measuring Off-Balance Sheet Leverage,” IMF Working Paper 00/202 (Washington: International Monetary Fund).

  • Caballero, Ricardo J., and Arvind Krishnamurthy, 2000, “International and Domestic Collateral Constraints in a Model of Emerging Market Crises,” NBER Working Paper No. 7971 (Cambridge, Massachusetts: National Bureau of Economic Research).

    • Search Google Scholar
    • Export Citation
  • Carson, Carol S., 2001, “Toward a Framework for Assessing Data Quality,” IMF Working Paper No. 01/25 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Céspedes, Luis Felipe, Roberto Chang, and Andrés Velasco, 2000, “Balance Sheets and Exchange Rate Policy,” NBER Working Paper No. 7840 (Cambridge, Massachusetts: National Bureau of Economic Research).

    • Search Google Scholar
    • Export Citation
  • Chai, Jingqing, and R. Barry Johnston, 2000, “An Incentive Approach to Identifying Financial Systems Vulnerabilities,” IMF Working Paper 00/211 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Committee on the Global Financial System, 1999, “Market Liquidity: Research Findings and Selected Policy Implications,” Publication No. 11 (Basel: Bank for International Settlements).

    • Search Google Scholar
    • Export Citation
  • Committee on the Global Financial System, “Stress Testing by Large Financial Institutions: Current Practice and Aggregation Issues,” Publication No. 14 (Basel: Bank for International Settlements).

    • Search Google Scholar
    • Export Citation
  • Committee on the Global Financial System, 2001, “A Survey of Stress Tests and Current Practice at Major Financial Institutions,” Publication No. 18 (Basel: Bank for International Settlements).

    • Search Google Scholar
    • Export Citation
  • Cortavarría, Luis, Claudia Dziobek, Akihiro Kanaya, and Inwon Song, 2000, “Loan Review, Provisioning, and Macroeconomic Linkages,” IMF Working Paper 00/195 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Delgado, Fernando, Daniel Kanda, Greta Mitchell Casselle, and Armando Morales, 2000, “Banks’ Domestic Lending in Foreign Currency,” MAE Operational Paper 00/4 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • De Ruiter, Marcel, and David J.C. Smant, 1999, “The Household Balance Sheet and Durable Consumer Expenditures: An Empirical Investigation for The Netherlands, 1972–93,” Journal of Policy Modeling (U.S.), Vol. 21 (March), pp. 24374.

    • Search Google Scholar
    • Export Citation
  • Di Pasquale, Denise, and William Wheaton, 1996, Urban Economics and Real Estate Markets (Englewood Cliffs: Prentice Hall).

  • Dziobek, Claudia, J. Kim Hobbs, and David Marston, 2000, “Toward a Framework for Systemic Liquidity Policy,” IMF Working Paper 00/34 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Evans, Owen, Alfredo M. Leone, Mahinder Gill, and Paul Hilbers, 2000, Macroprudential Indicators of Financial System Soundness, IMF Occasional Paper No. 192 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Financial Stability Forum, 2001, Final Report of the Multidisciplinary Working Group on Enhanced Disclosure of the Financial Stability Forum (Basel: Bank for International Settlements).

    • Search Google Scholar
    • Export Citation
  • Fitch IBCA, 1998, Corporate Rating Methodology, August (New York).

  • Gertler, Mark, Simon Gilchrist, and Fabio Massimo Natalucci, 2000, “External Constraints on Monetary Policy and the Financial Accelerator,” paper prepared for the Riksbank Conference on Financial Stability, Stockholm, June.

    • Search Google Scholar
    • Export Citation
  • Gray, Dale F., 1999, “Assessment of Corporate Sector Value and Vulnerability: Links to Exchange Rate and Financial Crises,” World Bank Technical Paper No. 455 (Washington: World Bank).

    • Search Google Scholar
    • Export Citation
  • Hilbers, Paul, 2001, “The IMF/World Bank Financial Sector Assessment Program,” Economic Perspectives, Vol. 6 (February). Available via the Internet: http://www.imf.org/external/np/vc/2001/022301.htm.

    • Search Google Scholar
    • Export Citation
  • Hilbers, Paul, Qin Lei, and Lisbeth Zacho, 2001, “Real Estate Market Developments and Financial Sector Soundness,” IMF Working Paper 01/129 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • International Monetary Fund, 2000a, World Economic Outlook, May 2000: A Survey by the Staff of the International Monetary Fund, World Economic and Financial Surveys (Washington).

    • Search Google Scholar
    • Export Citation
  • International Monetary Fund, 2000b, International Capital Markets: Developments, Prospects, and Key Policy Issues (Washington).

  • International Monetary Fund, 2000c, Third Review of the IMF’s Data Standard Initiatives. Available via the Internet: http://www.imf.org/external/np/sta/dsbb/2000/index.htm

    • Search Google Scholar
    • Export Citation
  • International Monetary Fund, 2000d, Debt and Reserve-Related Indicators of External Vulnerability, Public Information Notice No. 00/37. Available via the Internet: http://www.imf.org/external/np/sec/pn/2000/pn0037.htm

    • Search Google Scholar
    • Export Citation
  • International Monetary Fund, 2000e, Offshore Financial Centers—IMF Background Paper. Available via the Internet: http://www.imf.org/external/np/mae/oshore/2000/eng/back.htm

    • Search Google Scholar
    • Export Citation
  • International Monetary Fund, 2000f, Monetary and Financial Statistics Manual (Washington). Also available via the Internet: http://www.imf.org/external/pubs/ft/mfs/manual

    • Search Google Scholar
    • Export Citation
  • International Monetary Fund, 2001a, IMF Reviews Experience with the Financial Sector Assessment Program (FSAP) and Reaches Conclusions on Issues Going Forward, Public Information Notice No. 01/11. Available via the Internet: http://www.imf.org/external/np/sec/pn/2001/pn0111.htm

    • Search Google Scholar
    • Export Citation
  • International Monetary Fund, 2001b, Financial Sector Assessment Program (FSAP): A Review: Lessons from the Pilot and Issues Going Forward. Available via the Internet: http://www.imf.org/external/np/fsap/2001/review.htm

    • Search Google Scholar
    • Export Citation
  • International Monetary Fund, 2001c, Standards and Codes—The IMF’s Role, IMF Issues Brief. Available via the Internet: http://www.imf.org/external/np/exr/ib/2001/042701.htm

    • Search Google Scholar
    • Export Citation
  • Jácome, Luis, and Pamela Madrid, forthcoming, “Bank Restructuring and Central Banks in Latin America” (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Johnston, R. Barry, Jingqing Chai, and Liliana Schumacher, 2000, “Assessing Financial System Vulnerabilities,” IMF Working Paper 00/76 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Kim, Se-Jik, and Mark R. Stone, 1999, “Corporate Leverage and Output Adjustment in Post-Crisis East Asia,” IMF Working Paper 99/143 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Kiyotaki, Nobuhiro, and John Moore, 1997, “Credit Cycles,” Journal of Political Economy, Vol. 105, No. 21, pp. 21148.

  • Krugman, Paul, 1999, “Balance Sheets, the Transfer Problem, and Financial Crises.” Available via the Internet: http://web.mit.edu/krugman/www/disinter.html

    • Search Google Scholar
    • Export Citation
  • Moody’s Investors Service, 1998, “Industrial Company Rating Methodology,” July (New York). Also available via the Internet: http://www.uic.edu/classes/actg/actg516mpb/Home work/Risk/Moody’s%methodology.pdf.

    • Search Google Scholar
    • Export Citation
  • Moody’s Investors Service, 2000, “Putting EBITDA in Perspective: Ten Critical Failings of EBITDA as the Principal Determinant of Cash Flow,” Special Comment, June (New York).

    • Search Google Scholar
    • Export Citation
  • Murphy, Robert G., 1998, “Household Debt and Consumer Spending,” Business Economics, Vol. 33 (July), pp. 3842.

  • Nelson, William, and Wayne Passmore, 2001, “Pragmatic Monitoring of Financial Systems,” in Marrying the Macro- and Micro-Prudential Dimensions of Financial Stability, BIS Papers No. 1 (Basel: Bank for International Settlements).

    • Search Google Scholar
    • Export Citation
  • Office of the Superintendent of Financial Institutions, 1999, Supervisory Framework (Ottawa).

  • Rajan, Raghuram, and Luigi Zingales, 1995, “What Do We Know about Capital Structure? Some Evidence from International Data,” Journal of Finance, Vol. 50, No. 5, pp. 142160.

    • Search Google Scholar
    • Export Citation
  • Saunders, Anthony, 2000, Financial Institutions Management: A Modern Perspective (Boston: Irwin/McGraw-Hill, 3rd ed.).

  • Schinasi, Garry J., Sean Craig, Burkhard Drees, and Charles Kramer, 2000, Modern Banking and OTC Derivatives Markets: The Transformation of Global Finance and Its Implications for Systemic Risk, IMF Occasional Paper No. 203 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Standard and Poor’s, 2000, Corporate Ratings Criteria (New York).

  • Stone, Mark R., and Melvyn Weeks, 2001, “Systemic Financial Crises, Balance Sheets, and Model Uncertainty,” IMF Working Paper 01/162 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Sundararajan, Vasuderan, 1999, “Prudential Supervision, Bank Restructuring, and Financial Sector Reform,” in Sequencing Financial Sector Reforms: Country Experiences and Issues, ed. by R. Barry Johnston and V. Sundararajan (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Sundararajan, Vasuderan, David D. Marston, and Ritu Basu, 2001, “Financial System Standards and Financial Stability: The Case of Basel Core Principles,” IMF Working Paper 01/62 (Washington: International Monetary Fund).

    • Search Google Scholar
    • Export Citation
  • Vittas, Dimitri, 1991, “Measuring Commercial Bank Efficiency: Use and Misuse of Bank Operating Ratios,” Policy Research Working Paper No. 806 (Washington: World Bank).

    • Search Google Scholar
    • Export Citation