IDEAS home Printed from https://ideas.repec.org/p/bde/opaper/2313e.html

Individual and sectoral analysis framework for the impact of economic and financial risks

Author

Listed:
  • Carlos Pérez Montes

    (Banco de España)

  • Alejandro Ferrer

    (Banco de España)

  • Gabriel Jiménez

    (Banco de España)

  • Laura Álvarez Román

    (Banco de España)

  • Henrique Basso

    (Banco de España)

  • Beatriz González López

    (Banco de España)

  • Sergio Mayordomo

    (Banco de España)

  • Álvaro Menéndez Pujadas

    (Banco de España)

  • Myroslav Pidkuyko

    (Banco de España)

  • Lola Morales

    (Banco de España)

  • Pedro Javier Martínez-Valero

    (Banco de España)

  • Ángel Valentín

    (Banco de España)

Abstract

The Banco de España uses various microeconomic models, mostly of an empirical nature, to support its decision-making in relation to the analysis of economic and financial risks and economic policy advice. These models, which complement those of a macroeconomic nature, seeks to identify the potentially heterogeneous impact on different groups of agents of certain economic, financial or public policy scenarios. This analysis covers many areas, including the study of the behaviour of households and non-financial corporations, the internal credit rating of companies, the study of the demand for and supply of bank credit, top-down bank stress tests, supervisory review and evaluation processes (SREP) and the study of non-bank financial intermediaries. This paper shows how these models have been applied to analyse two recent crisis events, the onset of the COVID-19 pandemic and the Russian invasion of Ukraine, illustrating their practical utility and the need for their development and continuous adaptation.

Suggested Citation

  • Carlos Pérez Montes & Alejandro Ferrer & Gabriel Jiménez & Laura Álvarez Román & Henrique Basso & Beatriz González López & Sergio Mayordomo & Álvaro Menéndez Pujadas & Myroslav Pidkuyko & Lola Morales, 2023. "Individual and sectoral analysis framework for the impact of economic and financial risks," Occasional Papers 2313, Banco de España.
  • Handle: RePEc:bde:opaper:2313e
    DOI: https://doi.org/10.53479/34812
    as

    Download full text from publisher

    File URL: https://www.bde.es/f/webbe/SES/Secciones/Publicaciones/PublicacionesSeriadas/DocumentosOcasionales/23/Files/do2313e.pdf
    File Function: First version, November 2023
    Download Restriction: no

    File URL: https://libkey.io/https://doi.org/10.53479/34812?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Òscar Jordà & Moritz Schularick & Alan M. Taylor, 2013. "When Credit Bites Back," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 45(s2), pages 3-28, December.
    2. Barceló, Cristina & Villanueva, Ernesto, 2016. "The response of household wealth to the risk of job loss: Evidence from differences in severance payments," Labour Economics, Elsevier, vol. 39(C), pages 35-54.
    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. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2012. "Credit Supply and Monetary Policy: Identifying the Bank Balance-Sheet Channel with Loan Applications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 102(5), pages 2301-2326.
    5. Christian Castro & Jorge E. Galán, 2019. "Drivers of Productivity in the Spanish Banking Sector: Recent Evidence," Journal of Financial Services Research, Springer;Western Finance Association, vol. 55(2), pages 115-141, June.
    6. Martin Browning & M. Dolores Collado, 2001. "The Response of Expenditures to Anticipated Income Changes: Panel Data Estimates," American Economic Review, American Economic Association, vol. 91(3), pages 681-692, June.
    7. Sergio Gavilá & Alfredo Maldonado & Antonio Marcelo, 2020. "The Banco de España in-house credit assessment system," Financial Stability Review, Banco de España, issue Spring.
    8. repec:bde:journl:v:09:y:2013:p:10 is not listed on IDEAS
    9. Altman, Edward I. & Haldeman, Robert G. & Narayanan, P., 1977. "ZETATM analysis A new model to identify bankruptcy risk of corporations," Journal of Banking & Finance, Elsevier, vol. 1(1), pages 29-54, June.
    10. Gabriel Jiménez & Eduardo Pérez Asenjo & Raquel Vegas & Carlos Trucharte, 2021. "Support measures in the banking sector: loan moratoria," Financial Stability Review, Banco de España, issue Spring.
    11. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    12. Santiago Carbó Valverde & Pedro J. Cuadros Solas & Francisco Rodríguez Fernández, 2020. "Taxonomy of the Spanish FinTech ecosystem and the drivers of FinTechs’ performance," Revista de Estabilidad Financiera, Banco de España, issue Primavera.
    13. Carro, Adrian & Stupariu, Patricia, 2024. "Uncertainty, non-linear contagion and the credit quality channel: An application to the Spanish interbank market," Journal of Financial Stability, Elsevier, vol. 71(C).
    14. John Y. Campbell & Jens Hilscher & Jan Szilagyi, 2008. "In Search of Distress Risk," Journal of Finance, American Finance Association, vol. 63(6), pages 2899-2939, December.
    15. John H. Boyd & Gianni De Nicoló, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, June.
    16. David Martinez-Miera & Rafael Repullo, 2010. "Does Competition Reduce the Risk of Bank Failure?," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3638-3664, October.
    17. Olympia Bover, 2005. "Wealth effects on consumption: microeconometric estimates from the Spanish survey of household finances," Working Papers 0522, Banco de España.
    18. José Alonso & Patricia Stupariu, 2019. "Financial system interconnectedness," Financial Stability Review, Banco de España, issue Autumn.
    19. Philip Vermeulen & Daniel A. Dias & Maarten Dossche & Erwan Gautier & Ignacio Hernando & Roberto Sabbatini & Harald Stahl, 2012. "Price Setting in the Euro Area: Some Stylized Facts from Individual Producer Price Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(8), pages 1631-1650, December.
    20. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    21. Gabriel Jiménez & Steven Ongena & José-Luis Peydró & Jesús Saurina, 2017. "Macroprudential Policy, Countercyclical Bank Capital Buffers, and Credit Supply: Evidence from the Spanish Dynamic Provisioning Experiments," Journal of Political Economy, University of Chicago Press, vol. 125(6), pages 2126-2177.
    22. Gabriel Jiménez & Eduardo Pérez Asenjo & Raquel Vegas & Carlos Trucharte, 2021. "Support measures in the banking sector: loan moratoria," Financial Stability Review, Banco de España, issue Spring.
    23. Shumway, Tyler, 2001. "Forecasting Bankruptcy More Accurately: A Simple Hazard Model," The Journal of Business, University of Chicago Press, vol. 74(1), pages 101-124, January.
    24. Bernanke, Ben S & Blinder, Alan S, 1988. "Credit, Money, and Aggregate Demand," American Economic Review, American Economic Association, vol. 78(2), pages 435-439, May.
    25. Sergio Mayordomo & Nicola Pavanini & Emanuele Tarantino, 2020. "The impact of alternative forms of bank consolidation on credit supply and financial stability," Working Papers 2021, Banco de España.
    26. Sergio Gavilá & Alfredo Maldonado & Antonio Marcelo, 2020. "The Banco de España in-house credit assessment system," Financial Stability Review, Banco de España, issue Spring.
    27. José Alonso & Patricia Stupariu, 2019. "Financial system interconnectedness," Financial Stability Review, Banco de España, issue Autumn.
    28. Hernando, Ignacio & Martínez-Carrascal, Carmen, 2008. "The impact of financial variables on firms' real decisions: Evidence from Spanish firm-level data," Journal of Macroeconomics, Elsevier, vol. 30(1), pages 543-561, March.
    29. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 18(1), pages 109-131.
    30. José Alonso & Patricia Stupariu, 2019. "Financial system interconnectedness," Revista de Estabilidad Financiera, Banco de España, issue Autumn.
    31. Samuel Bentolila & Marcel Jansen & Gabriel Jiménez, 2018. "Erratum: When Credit Dries Up: Job Losses in the Great Recession," Journal of the European Economic Association, European Economic Association, vol. 16(2), pages 560-560.
    32. Li, Leon & Faff, Robert, 2019. "Predicting corporate bankruptcy: What matters?," International Review of Economics & Finance, Elsevier, vol. 62(C), pages 1-19.
    33. Luis Gutiérrez de Rozas, 2007. "Testing for competition in the Spanish banking industry: The Panzar-Rosse approach revisited," Working Papers 0726, Banco de España.
    34. José Casado, 2011. "From income to consumption: measuring households partial insurance," Empirical Economics, Springer, vol. 40(2), pages 471-495, April.
    35. Santiago Carbó Valverde & Pedro J. Cuadros Solas & Francisco Rodríguez Fernández, 2020. "Taxonomy of the Spanish FinTech ecosystem and the drivers of FinTechs’ performance," Financial Stability Review, Banco de España, issue Spring.
    36. Andrew Benito & Ignacio Hernando, 2007. "Firm Behaviour And Financial Pressure: Evidence From Spanish Panel Data," Bulletin of Economic Research, Wiley Blackwell, vol. 59(4), pages 283-311, October.
    37. Luis J. Álvarez & Pablo Burriel & Ignacio Hernando, 2010. "Price-setting behaviour in Spain: evidence from micro PPI data," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 31(2-3), pages 105-121.
    38. Ángel Estrada & Javier Vallés, 1998. "Investment and financial structure in Spanish manufacturing firms," Investigaciones Economicas, Fundación SEPI, vol. 22(3), pages 337-359, September.
    39. Franklin Allen & Douglas Gale, 2004. "Competition and financial stability," Proceedings, Federal Reserve Bank of Cleveland, pages 453-486.
    40. Pérez Montes, Carlos, 2014. "The effect on competition of banking sector consolidation following the financial crisis of 2008," Journal of Banking & Finance, Elsevier, vol. 43(C), pages 124-136.
    41. Sonsoles Eirea & María Oroz & Carlos Díez, 2021. "Adapting the supervision of credit institutions to the COVID-19 crisis," Financial Stability Review, Banco de España, issue Spring.
    42. Sergio Gavilá & Alfredo Maldonado & Antonio Marcelo, 2020. "The Banco de España in-house credit assessment system," Revista de Estabilidad Financiera, Banco de España, issue Spring.
    43. Pierre-Olivier Gourinchas & Maurice Obstfeld, 2012. "Stories of the Twentieth Century for the Twenty-First," American Economic Journal: Macroeconomics, American Economic Association, vol. 4(1), pages 226-265, January.
    44. Sonsoles Eirea & María Oroz & Carlos Díez, 2021. "Adapting the supervision of credit institutions to the COVID-19 crisis," Financial Stability Review, Banco de España, issue Spring.
    45. Santiago Carbó Valverde & Pedro J. Cuadros Solas & Francisco Rodríguez Fernández, 2020. "Taxonomy of the Spanish FinTech ecosystem and the drivers of FinTechs’ performance," Revista de Estabilidad Financiera, Banco de España, issue Spring.
    46. Pedro Trivin, 2022. "The wealth-consumption channel: evidence from a panel of Spanish households," Review of Economics of the Household, Springer, vol. 20(4), pages 1377-1428, December.
    47. Brindusa Anghel & Cristina Barceló & Ernesto Villanueva, 2019. "The household saving rate in Spain between 2007 and 2016: decomposition by population group and possible determinants," Economic Bulletin, Banco de España, issue DEC.
    48. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    49. Óscar Arce & Elvira Prades & Alberto Urtasun, 2013. "Changes in household saving and consumption in Spain during the crisis," Economic Bulletin, Banco de España, issue SEP, pages 27-35, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mikel Bedayo & Raquel Vegas & Gabriel Jiménez & José-Luis Peydró, 2020. "Screening and Loan Origination Time: Lending Standards, Loan Defaults and Bank Failures," Working Papers 1215, Barcelona School of Economics.
    2. Bank for International Settlements, 2022. "Private sector debt and financial stability," CGFS Papers, Bank for International Settlements, number 67.
    3. Cecilia Dassatti Camors & José-Luis Peydró & Francesc Rodriguez-Tous & Sergio Vicente, 2019. "Macroprudential and monetary policy: Loan-level evidence from reserve requirements," Economics Working Papers 1650, Department of Economics and Business, Universitat Pompeu Fabra, revised Nov 2019.
    4. Valentina Michelangeli & José-Luis Peydró & Enrico Sette, 2021. "Borrower versus Ban Channels in Lending: Experimental- and Administrative-Based Evidence," Working Papers 1307, Barcelona School of Economics.
    5. Fabiani, Andrea & López-Piñeros, Martha & Peydró, José-Luis & Soto, Paul E., 2022. "Capital Controls, Domestic Macroprudential Policy and the Bank Lending Channel of Monetary Policy," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 139(November ), pages 1-1.
    6. Valentina Michelangeli & José-Luis Peydró & Enrico Sette, 2020. "Credit Demand versus Supply Channels: Experimental- and Administrative-Based Evidence," Working Papers 1192, Barcelona School of Economics.
    7. Michelangeli, Valentina & Sette, Enrico & Peydró, José-Luis, 2020. "Credit demand vs. supply channels: Experimental- and administrative-based evidence," EconStor Preprints 222282, ZBW - Leibniz Information Centre for Economics.
    8. Li, Chunyu & Lou, Chenxin & Luo, Dan & Xing, Kai, 2021. "Chinese corporate distress prediction using LASSO: The role of earnings management," International Review of Financial Analysis, Elsevier, vol. 76(C).
    9. Serrano-Cinca, Carlos & Gutiérrez-Nieto, Begoña & Bernate-Valbuena, Martha, 2019. "The use of accounting anomalies indicators to predict business failure," European Management Journal, Elsevier, vol. 37(3), pages 353-375.
    10. Nijskens, Rob & Mokas, Dimitris, 2019. "Credit Risk in Commercial Real Estate Bank Loans : The Role of Idiosyncratic versus Macro-Economic Factors," Other publications TiSEM ea4f2f0e-dc50-4987-91d3-6, Tilburg University, School of Economics and Management.
    11. Stephanie F. Cheng & Dushyantkumar Vyas & Regina Wittenberg-Moerman & Wuyang Zhao, 2025. "Exposure to superstar firms and financial distress," Review of Accounting Studies, Springer, vol. 30(2), pages 1355-1396, June.
    12. Christian Lohmann & Steffen Möllenhoff & Thorsten Ohliger, 2023. "Nonlinear relationships in bankruptcy prediction and their effect on the profitability of bankruptcy prediction models," Journal of Business Economics, Springer, vol. 93(9), pages 1661-1690, November.
    13. Jiménez, Gabriel & Ongena, Steven & Peydró, José-Luis & Saurina, Jesús, 2014. "Hazardous times for monetary policy: what do twenty-three million bank loans say about the effects of monetary policy on credit risk-taking?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 82(2), pages 463-505.
    14. Aggarwal, Nidhi & Singh, Manish K. & Thomas, Susan, 2023. "Do decreases in Distance-to-Default predict rating downgrades?," Economic Modelling, Elsevier, vol. 129(C).
    15. Peydró, José-Luis & Polo, Andrea & Sette, Enrico, 2021. "Monetary policy at work: Security and credit application registers evidence," Journal of Financial Economics, Elsevier, vol. 140(3), pages 789-814.
    16. Blanco Barroso, Joao & Barbone Gonzalez, Rodrigo & Peydró, José-Luis & Nazar van Doornik, Bernardus, 2019. "Countercyclical Liquidity Policy and Credit Cycles: Evidence from Macroprudential and Monetary Policy in Brazil," EconStor Preprints 216792, ZBW - Leibniz Information Centre for Economics.
    17. Altavilla, Carlo & Laeven, Luc & Peydró, José-Luis, 2020. "Monetary and Macroprudential Policy Complementarities: evidence from European credit registers," CEPR Discussion Papers 15539, C.E.P.R. Discussion Papers.
    18. Abinzano, Isabel & Gonzalez-Urteaga, Ana & Muga, Luis & Sanchez, Santiago, 2020. "Performance of default-risk measures: the sample matters," Journal of Banking & Finance, Elsevier, vol. 120(C).
    19. Pablo Pastory y Camarasa & Martien Lamers, 2023. "Do Actions Follow Words? How bank sentiment predicts credit growth," Working Papers of Faculty of Economics and Business Administration, Ghent University, Belgium 23/1073, Ghent University, Faculty of Economics and Business Administration.
    20. Bottero, Margherita & Minoiu, Camelia & Peydró, José-Luis & Polo, Andrea & Presbitero, Andrea F. & Sette, Enrico, 2022. "Expansionary yet different: Credit supply and real effects of negative interest rate policy," Journal of Financial Economics, Elsevier, vol. 146(2), pages 754-778.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • D40 - Microeconomics - - Market Structure, Pricing, and Design - - - General
    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bde:opaper:2313e. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Ángel Rodríguez. Electronic Dissemination of Information Unit. Research Department. Banco de España (email available below). General contact details of provider: https://edirc.repec.org/data/bdegves.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.