IDEAS home Printed from https://ideas.repec.org/a/eme/sefpps/sef-08-2020-0312.html
   My bibliography  Save this article

Bank credit allocation and productivity: stylised facts for Portugal

Author

Listed:
  • Nuno Azevedo
  • Márcio Mateus
  • Álvaro Pina

Abstract

Purpose - The linkages between credit allocation and productivity have particular relevance in Portugal. This study aims to investigate whether credit extended by the Portuguese banking system has been allocated to the most productive firms within each sector. Design/methodology/approach - With a data set covering 95% of total outstanding credit to non-financial corporations recorded in the Portuguese credit register, the authors investigate whether outstanding loans by resident banks to 64 economic sectors have been granted to the most productive firms. First, the authors estimate a baseline, reduced-form model of credit reallocation, where the parameter of interest gives the response of total credit granted to each firm to its level of productivity. Second, the authors assess how this response is affected by the share of credit allocated to unproductive firms. Third, the authors redo the analysis with credit granted to each firm by each banking group, instead of by the entire banking system, so that bank indicators can be taken on board. Findings - The authors find evidence of misallocation, which reflects the joint effects of credit supply and credit demand decisions taken over the course of time, and the adverse cyclical developments following the accumulation of imbalances in the Portuguese economy for a protracted period. In 2008–2016, the share of outstanding credit granted to firms with very low productivity (measured or inferred) was always substantial, peaking at 44% in 2013, and declining afterwards with the rebound in economic activity and the growing allocation of new loans towards lower risk firms and away from higher risk firms. Furthermore, the authors find that misallocation is associated with slower reallocation. The responsiveness of credit growth to firm relative productivity is much lower in sectors with relatively more misallocated credit and when banks have a high share of such credit in their portfolios. Originality/value - Banking system distortions are often mentioned as potential or likely culprits for capital misallocation, but they are not empirically analysed with credit data. The ability to explicitly analyse bank credit and link it to variables pertaining to both firms and banks is a novel feature relative to most previous studies, which largely rely on firm-level or sectoral data alone.

Suggested Citation

  • Nuno Azevedo & Márcio Mateus & Álvaro Pina, 2021. "Bank credit allocation and productivity: stylised facts for Portugal," Studies in Economics and Finance, Emerald Group Publishing Limited, vol. 39(4), pages 644-674, October.
  • Handle: RePEc:eme:sefpps:sef-08-2020-0312
    DOI: 10.1108/SEF-08-2020-0312
    as

    Download full text from publisher

    File URL: https://www.emerald.com/insight/content/doi/10.1108/SEF-08-2020-0312/full/html?utm_source=repec&utm_medium=feed&utm_campaign=repec
    Download Restriction: Access to full text is restricted to subscribers

    File URL: https://www.emerald.com/insight/content/doi/10.1108/SEF-08-2020-0312/full/pdf?utm_source=repec&utm_medium=feed&utm_campaign=repec
    Download Restriction: Access to full text is restricted to subscribers

    File URL: https://libkey.io/10.1108/SEF-08-2020-0312?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
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Gita Gopinath & Şebnem Kalemli-Özcan & Loukas Karabarbounis & Carolina Villegas-Sanchez, 2017. "Capital Allocation and Productivity in South Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(4), pages 1915-1967.
    2. Ana Fontoura Gouveia & Christian Osterhold, 2018. "Fear the walking dead: Zombie firms, spillovers and exit barriers," OECD Productivity Working Papers 13, OECD Publishing.
    3. Dan Andrews & Filippos Petroulakis, 2017. "Breaking the Shackles: Zombie Firms, Weak Banks and Depressed Restructuring in Europe," OECD Economics Department Working Papers 1433, OECD Publishing.
    4. Claudio Borio & Enisse Kharroubi & Christian Upper & Fabrizio Zampolli, 2016. "Labour reallocation and productivity dynamics: financial causes, real consequences," BIS Working Papers 534, Bank for International Settlements.
    5. Dias, Daniel A. & Robalo Marques, Carlos & Richmond, Christine, 2016. "Misallocation and productivity in the lead up to the Eurozone crisis," Journal of Macroeconomics, Elsevier, vol. 49(C), pages 46-70.
    6. Christian Osterhold, 2018. "Fear the walking dead: zombie firms, spillovers and exit barriers," Working Papers w201811, Banco de Portugal, Economics and Research Department.
    7. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    8. Lucia Foster & Cheryl Grim & John Haltiwanger, 2016. "Reallocation in the Great Recession: Cleansing or Not?," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 293-331.
    9. Müge Adalet McGowan & Dan Andrews & Valentine Millot & Thorsten BeckManaging Editor, 2018. "The walking dead? Zombie firms and productivity performance in OECD countries," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 33(96), pages 685-736.
    10. Ricardo Reis, 2013. "The Portugese Slump and Crash and the Euro Crisis," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 143-210.
    11. Ricardo J. Caballero & Takeo Hoshi & Anil K. Kashyap, 2008. "Zombie Lending and Depressed Restructuring in Japan," American Economic Review, American Economic Association, vol. 98(5), pages 1943-1977, December.
    12. António Antunes & Homero Gonçalves & Pedro Prego, 2017. "Firm default probabilities revisited," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Uses of central balance sheet data offices' information, volume 45, Bank for International Settlements.
    13. Gustavo Adler & Mr. Romain A Duval & Davide Furceri & Ksenia Koloskova & Mr. Marcos Poplawski Ribeiro, 2017. "Gone with the Headwinds: Global Productivity," IMF Staff Discussion Notes 2017/004, International Monetary Fund.
    14. Gustavo Adler & Romain A Duval & Davide Furceri & Sinem Kılıç Çelik & Ksenia Koloskova & Marcos Poplawski Ribeiro, 2017. "Gone with the Headwinds; Global Productivity," IMF Staff Discussion Notes 17/04, International Monetary Fund.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Diana Bonfim & Geraldo Cerqueiro & Hans Degryse & Steven Ongena, 2023. "On-Site Inspecting Zombie Lending," Management Science, INFORMS, vol. 69(5), pages 2547-2567, May.
    2. Alexandre, Fernando & Cruz, Sara & Portela, Miguel, 2020. "Financial Distress and the Role of Management in Micro and Small-Sized Firms," IZA Discussion Papers 13738, Institute of Labor Economics (IZA).
    3. Diana Bonfim & Luísa Farinha & Sónia Félix, 2019. "Credit and the economy: lessons from a decade of research at Banco de Portugal," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    4. Márcio Mateus & Tiago Pinheiro, 2021. "Bank pricing of corporate loans," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.
    5. Carla Marques & Ricardo Martinho & Rui Silva, 2020. "Non-performing loans and bank lending: Evidence for Portugal," Economic Bulletin and Financial Stability Report Articles and Banco de Portugal Economic Studies, Banco de Portugal, Economics and Research Department.

    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. Laura Blattner & Luisa Farinha & Francisca Rebelo, 2017. "When Losses Turn Into Loans: The Cost of Undercapitalized Banks," 2017 Papers pbl215, Job Market Papers.
    2. Bańbura, Marta & Albani, Maria & Ambrocio, Gene & Bursian, Dirk & Buss, Ginters & de Winter, Jasper & Gavura, Miroslav & Giordano, Claire & Júlio, Paulo & Le Roux, Julien & Lozej, Matija & Malthe-Thag, 2018. "Business investment in EU countries," Occasional Paper Series 215, European Central Bank.
    3. Christian Abele & Agnès Bénassy-Quéré & Lionel Fontagné, 2020. "One Size Does Not Fit All: TFP in the Aftermath of Financial Crises in Three European Countries," PSE Working Papers halshs-02883685, HAL.
    4. Ricardo Pinheiro Alves & Nuno Tavares & Gabriel Osório de Barros, 2023. "Revisitar as Empresas Zombie em Portugal (2008-2021)," GEE Papers 178, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Oct 2023.
    5. Shangming Yang & Yanjiang Zhang & Jinyuan Zhang & Bochao Zhang, 2024. "Technology accessibility and the local government's incentive to aid zombie firms in China," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 32(2), pages 501-523, April.
    6. Diana Bonfim & Geraldo Cerqueiro & Hans Degryse & Steven Ongena, 2023. "On-Site Inspecting Zombie Lending," Management Science, INFORMS, vol. 69(5), pages 2547-2567, May.
    7. Kaehny, Maximilian & Herweg, Fabian, 2022. "Do Zombies Rise When Interest Rates Fall? A Relationship-Banking Model," VfS Annual Conference 2022 (Basel): Big Data in Economics 264126, Verein für Socialpolitik / German Economic Association.
    8. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    9. Nieto-Carrillo, Ernesto & Carreira, Carlos & Teixeira, Paulino, 2022. "Giving zombie firms a second chance: An assessment of the reform of the Portuguese insolvency framework," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 156-181.
    10. Maximilian Gobel & Nuno Tavares, 2022. "Zombie-Lending in the United States -- Prevalence versus Relevance," Papers 2201.10524, arXiv.org, revised Jul 2022.
    11. Christian Osterhold, 2018. "Fear the walking dead: zombie firms, spillovers and exit barriers," Working Papers w201811, Banco de Portugal, Economics and Research Department.
    12. Alexandre, Fernando & Cruz, Sara & Portela, Miguel, 2020. "Financial Distress and the Role of Management in Micro and Small-Sized Firms," IZA Discussion Papers 13738, Institute of Labor Economics (IZA).
    13. Claudio Borio & Enisse Kharroubi & Christian Upper & Fabrizio Zampolli, 2016. "Labour reallocation and productivity dynamics: financial causes, real consequences," BIS Working Papers 534, Bank for International Settlements.
    14. Fabian Herweg & Maximilian Kähny, 2022. "Do Zombies Rise when Interest Rates Fall? A Relationship Banking Model," CESifo Working Paper Series 9628, CESifo.
    15. Furceri, Davide & Kilic Celik, Sinem & Jalles, João Tovar & Koloskova, Ksenia, 2021. "Recessions and total factor productivity: Evidence from sectoral data," Economic Modelling, Elsevier, vol. 94(C), pages 130-138.
    16. Feng, Ling & Lang, Henan & Pei, Tingting, 2022. "Zombie firms and corporate savings: Evidence from Chinese manufacturing firms," International Review of Economics & Finance, Elsevier, vol. 79(C), pages 551-564.
    17. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," Temi di discussione (Economic working papers) 1168, Bank of Italy, Economic Research and International Relations Area.
    18. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," BIS Working Papers 711, Bank for International Settlements.
    19. Wroński Marcin, 2019. "The productivity growth slowdown in advanced economies: causes and policy recommendations," International Journal of Management and Economics, Warsaw School of Economics, Collegium of World Economy, vol. 55(4), pages 391-406, December.
    20. Müge Adalet McGowan & Dan Andrews & Valentine Millot, 2017. "Insolvency regimes, zombie firms and capital reallocation," OECD Economics Department Working Papers 1399, OECD Publishing.

    More about this item

    Keywords

    Productivity; Credit misallocation; Credit reallocation; Evergreening; Zombie congestion; Zombie firms; D24; G21; O16; O40; O47;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

    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:eme:sefpps:sef-08-2020-0312. 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: Emerald Support (email available below). General contact details of provider: .

    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.