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The Analytical Credit Dataset - A magnifying glass for analysing credit in the euro area

Author

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  • Israël, Jean-Marc
  • Damia, Violetta
  • Bonci, Riccardo
  • Watfe, Gibran

Abstract

In May 2016 the Governing Council adopted the AnaCredit Regulation ECB/2016/13) providing the legal basis for the European System of Central Banks (ESCB) to collect granular information on loans from banks to corporates and other legal persons based on a core set of harmonised concepts and definitions. Starting with reference data from September 2018, credit institutions in the euro area, and possibly elsewhere in the EU, will report to the ECB via the national central banks (NCBs) individual credit exposures falling within the reporting scope. The reporting framework is the outcome of in-depth discussions within the ESCB involving several rounds of consultations with users, the industry and other stakeholders. As set out in the Regulation, AnaCredit will, already in Stage 1, significantly enhance the value for analysis on credit and credit risk in the euro area by providing detailed, timely and harmonised information on individual exposures to legal entities as counterparts. The new data will be useful for several key tasks of the ESCB for a better analysis of credit distribution to the economy, e.g. for monetary policy analysis and operation (risk and collateral management), financial stability, economic research and statistics. The scope of the project might be further expanded in future stages to cover additional lenders, borrowers and instruments. The purpose of this paper is to reflect and illustrate the methodological work and process leading to the definition of the AnaCredit requirements that were eventually included in the Regulation. JEL Classification: E58, G21, E51, C81, E44

Suggested Citation

  • Israël, Jean-Marc & Damia, Violetta & Bonci, Riccardo & Watfe, Gibran, 2017. "The Analytical Credit Dataset - A magnifying glass for analysing credit in the euro area," Occasional Paper Series 187, European Central Bank.
    • Handle: RePEc:ecb:ecbops:2017187
    Note: 845070
    as

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    File URL: https://www.ecb.europa.eu//pub/pdf/scpops/ecb.op187.en.pdf
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    References listed on IDEAS

    as
    1. Pagano, Marco & Jappelli, Tullio, 1993. "Information Sharing in Credit Markets," Journal of Finance, American Finance Association, vol. 48(5), pages 1693-1718, December.
    2. Padilla, A. Jorge & Pagano, Marco, 2000. "Sharing default information as a borrower discipline device," European Economic Review, Elsevier, vol. 44(10), pages 1951-1980, December.
    3. Gabriel Jiménez & Steven Ongena & José‐Luis Peydró & Jesús Saurina, 2014. "Hazardous Times for Monetary Policy: What Do Twenty‐Three Million Bank Loans Say About the Effects of Monetary Policy on Credit Risk‐Taking?," Econometrica, Econometric Society, vol. 82(2), pages 463-505, March.
    4. Padilla, A Jorge & Pagano, Marco, 1997. "Endogenous Communication among Lenders and Entrepreneurial Incentives," The Review of Financial Studies, Society for Financial Studies, vol. 10(1), pages 205-236.
    5. Alberto Bennardo & Marco Pagano & Salvatore Piccolo, 2015. "Multiple Bank Lending, Creditor Rights, and Information Sharing," Review of Finance, European Finance Association, vol. 19(2), pages 519-570.
    6. World Bank, 2011. "General Principles for Credit Reporting," World Bank Publications - Reports 12792, The World Bank Group.
    Full references (including those not matched with items on IDEAS)

    Citations

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    Cited by:

    1. Riccardo De Bonis & Matteo Piazza, 2021. "A silent revolution. How central bank statistics have changed in the last 25 years," PSL Quarterly Review, Economia civile, vol. 74(299), pages 347-371.
    2. Laura Auria & Markus Bingmer & Carlos Mateo Caicedo Graciano & Clémence Charavel & Sergio Gavilá & Alessandra Iannamorelli & Aviram Levy & Alfredo Maldonado & Florian Resch & Anna Maria Rossi & Stepha, 2021. "Overview of central banks’ in-house credit assessment systems in the euro area," Occasional Papers 2131, Banco de España.
    3. Orestes Collazo Brananova & Gibran Watfe, 2017. "Use of AnaCredit granular data for macroprudential analysis," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Data needs and Statistics compilation for macroprudential analysis, volume 46, Bank for International Settlements.
    4. Jean-Marc Israel & Bruno Tissot, 2021. "Incorporating micro data into macro policy decision-making," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Micro data for the macro world, volume 53, Bank for International Settlements.
    5. Laura Auria & Markus Bingmer & Carlos Mateo Caicedo Graciano & Clémence Charavel & Sergio Gavilá & Alessandra Iannamorelli & Aviram Levy & Alfredo Maldonado & Florian Resch & Anna Maria Rossi & Step, 2021. "Overview of central banks’ in-house credit assessment systems in the euro area," Mercati, infrastrutture, sistemi di pagamento (Markets, Infrastructures, Payment Systems) 13, Bank of Italy, Directorate General for Markets and Payment System.
    6. Jaanika Meriküll & Tairi Rõõm, 2020. "Stress Tests of the Household Sector Using Microdata from Survey and Administrative Sources," International Journal of Central Banking, International Journal of Central Banking, vol. 16(2), pages 203-248, March.

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    More about this item

    Keywords

    analytical credit dataset; central bank statistics.; central credit registers; credit risk; loan-by-loan data;
    All these keywords.

    JEL classification:

    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • E51 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Money Supply; Credit; Money Multipliers
    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy

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