IDEAS home Printed from https://ideas.repec.org/p/hal/psewpa/halshs-03268889.html
   My bibliography  Save this paper

The Complex Crises Database: 70 Years of Macroeconomic Crises

Author

Listed:
  • Manuel Bétin

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, PJSE - Paris Jourdan Sciences Economiques - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement)

  • Umberto Collodel

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, PJSE - Paris Jourdan Sciences Economiques - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement)

Abstract

While the recent empirical literature on macroeconomic crises focused on a limited subset of events (e.g. banking, currency and sovereign), macroeconomic crises are usually characterized by large scale domino effects that involve a much wider and heterogeneous array of sectors and transform them into highly complex events. This data limitation, in turn, hampers the understanding of these chaotic and painful episodes for researchers and policymakers alike. After building a raw corpus of roughly 23,000 International Monetary Fund country reports, we harness the power of text mining to produce a new database on crises discussion: the database covers 20 different types of economic, financial and non economic events for a sample of 181 countries over the period 1950-2019. We document a substantial rise in complexity of macroeconomic crises throughout the X X and X X I t h century and a higher centrality of the non-fundamental channel in the system.

Suggested Citation

  • Manuel Bétin & Umberto Collodel, 2021. "The Complex Crises Database: 70 Years of Macroeconomic Crises," PSE Working Papers halshs-03268889, HAL.
  • Handle: RePEc:hal:psewpa:halshs-03268889
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-03268889
    as

    Download full text from publisher

    File URL: https://shs.hal.science/halshs-03268889/document
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Robert F Engle & Stefano Giglio & Bryan Kelly & Heebum Lee & Johannes Stroebel, 2020. "Hedging Climate Change News," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1184-1216.
    2. Matthew Gentzkow & Bryan Kelly & Matt Taddy, 2019. "Text as Data," Journal of Economic Literature, American Economic Association, vol. 57(3), pages 535-574, September.
    3. Ghirelli, Corinna & Pérez, Javier J. & Urtasun, Alberto, 2019. "A new economic policy uncertainty index for Spain," Economics Letters, Elsevier, vol. 182(C), pages 64-67.
    4. Ms. Ghada Fayad & Chengyu Huang & Yoko Shibuya & Peng Zhao, 2020. "How Do Member Countries Receive IMF Policy Advice: Results from a State-of-the-art Sentiment Index," IMF Working Papers 2020/007, International Monetary Fund.
    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. Zheng, Hannan & Schwenkler, Gustavo, 2020. "The network of firms implied by the news," ESRB Working Paper Series 108, European Systemic Risk Board.
    2. Marina Diakonova & Luis Molina & Hannes Mueller & Javier J. Pérez & Cristopher Rauh, 2022. "The information content of conflict, social unrest and policy uncertainty measures for macroeconomic forecasting," Working Papers 2232, Banco de España.
    3. Jeremy Atack & Robert A. Margo & Paul Rhode, 2020. "‘Mechanization Takes Command’: Inanimate Power and Labor Productivity in Late Nineteenth Century American Manufacturing," NBER Working Papers 27436, National Bureau of Economic Research, Inc.
    4. Chris Florakis & Christodoulos Louca & Roni Michaely & Michael Weber, 2020. "Cybersecurity Risk," Working Papers 2020-178, Becker Friedman Institute for Research In Economics.
    5. Ekaterina Prytkova, 2021. "ICT's Wide Web: a System-Level Analysis of ICT's Industrial Diffusion with Algorithmic Links," Jena Economics Research Papers 2021-005, Friedrich-Schiller-University Jena.
    6. Eghbal Rahimikia & Stefan Zohren & Ser-Huang Poon, 2021. "Realised Volatility Forecasting: Machine Learning via Financial Word Embedding," Papers 2108.00480, arXiv.org, revised Mar 2023.
    7. Stefano Giglio & Bryan Kelly & Johannes Stroebel, 2021. "Climate Finance," Annual Review of Financial Economics, Annual Reviews, vol. 13(1), pages 15-36, November.
    8. Laeven, Luc & Popov, Alexander, 2023. "Carbon taxes and the geography of fossil lending," Journal of International Economics, Elsevier, vol. 144(C).
    9. Daniel Levy & Tamir Mayer & Alon Raviv, 2020. "Academic Scholarship in Light of the 2008 Financial Crisis: Textual Analysis of NBER Working Papers," Working Papers hal-02488796, HAL.
    10. Combes, Pierre-Philippe & Gobillon, Laurent & Zylberberg, Yanos, 2022. "Urban economics in a historical perspective: Recovering data with machine learning," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    11. Robert Engle & Marina Brogi & Nicola Cucari & Valentina Lagasio, 2021. "Environmental, Social, Governance: Implications for businesses and effects for stakeholders," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(5), pages 1423-1425, September.
    12. Martin Baumgaertner & Johannes Zahner, 2021. "Whatever it takes to understand a central banker - Embedding their words using neural networks," MAGKS Papers on Economics 202130, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    13. Borup, Daniel & Christensen, Bent Jesper & Mühlbach, Nicolaj Søndergaard & Nielsen, Mikkel Slot, 2023. "Targeting predictors in random forest regression," International Journal of Forecasting, Elsevier, vol. 39(2), pages 841-868.
    14. Julian Freitag & Anna Kerkhof & Johannes Münster, 2021. "Selective sharing of news items and the political position of news outlets," ECONtribute Discussion Papers Series 056, University of Bonn and University of Cologne, Germany.
    15. Diane Coyle & Adam Muhtar, 2022. "You’re not speaking my language - policy discontinuity and coordination gaps between the UK’s national economic strategies and its place-based policies," Working Papers 019, The Productivity Institute.
    16. Steven J. Davis, 2019. "Rising Policy Uncertainty," NBER Working Papers 26243, National Bureau of Economic Research, Inc.
    17. Marshall, Ben R. & Nguyen, Hung T. & Nguyen, Nhut H. & Visaltanachoti, Nuttawat & Young, Martin, 2021. "Do climate risks matter for green investment?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    18. Pablo Aguilar & Corinna Ghirelli & Blanca Jiménez-García, 2023. "Recent changes in investment in Spain from a macroeconomic perspective," Economic Bulletin, Banco de España, issue 2023/Q3.
    19. Mueller, Hannes & Garcia-Uribe, Sandra & Sanz, Carlos, 2020. "Economic Uncertainty and Divisive Politics: Evidence from the "dos Españas"," CEPR Discussion Papers 15479, C.E.P.R. Discussion Papers.
    20. Breithaupt, Patrick & Kesler, Reinhold & Niebel, Thomas & Rammer, Christian, 2020. "Intangible capital indicators based on web scraping of social media," ZEW Discussion Papers 20-046, ZEW - Leibniz Centre for European Economic Research.

    More about this item

    Keywords

    Financial crises; Narrative Economics; IMF; Text Analysis; Complexity;
    All these keywords.

    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:hal:psewpa:halshs-03268889. 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: CCSD (email available below). General contact details of provider: https://hal.archives-ouvertes.fr/ .

    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.