IDEAS home Printed from https://ideas.repec.org/p/hal/journl/hal-03211410.html
   My bibliography  Save this paper

Financial Development, Reallocation and Growth: Firm Heterogeneity Matters

Author

Listed:
  • Maria Bas

    (CES - Centre d'économie de la Sorbonne - UP1 - Université Paris 1 Panthéon-Sorbonne - CNRS - Centre National de la Recherche Scientifique)

  • Antoine Berthou

    (Banque de France, CEPII - Centre d'études prospectives et d'informations internationales)

Abstract

This paper investigates the heterogeneous effect of financial development on firm-level growth. Our analysis relies on the experience of the rapid expansion of credit in Indian states, following the process of banking reforms in the early 1990s. Based on a survey of Indian manufacturing firms (1997–2006), we examine how changes in the access to finance by firms across Indian states affected the growth of firms located in the same location. Estimation results show that initially larger, more productive or more profitable firms benefit the most from the rapid expansion of credit across Indian states. These results are robust to various specifications that allow to control for other reforms taking place simultaneously, or for potential reverse causality. The aggregate impact of this heterogeneous effect is important: the main channel that explains sector-level total factor productivity growth due to financial development is the reallocation of market shares across firms.

Suggested Citation

  • Maria Bas & Antoine Berthou, 2021. "Financial Development, Reallocation and Growth: Firm Heterogeneity Matters," Post-Print hal-03211410, HAL.
  • Handle: RePEc:hal:journl:hal-03211410
    DOI: 10.1111/twec.13047
    as

    Download full text from publisher

    To our knowledge, this item is not available for download. To find whether it is available, there are three options:
    1. Check below whether another version of this item is available online.
    2. Check on the provider's web page whether it is in fact available.
    3. Perform a search for a similarly titled item that would be available.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Valerie R. Bencivenga & Bruce D. Smith, 1991. "Financial Intermediation and Endogenous Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 195-209.
    2. Marc J. Melitz & Sašo Polanec, 2015. "Dynamic Olley-Pakes productivity decomposition with entry and exit," RAND Journal of Economics, RAND Corporation, vol. 46(2), pages 362-375, June.
    3. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    4. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    5. Jens Matthias Arnold & Beata Javorcik & Molly Lipscomb & Aaditya Mattoo, 2016. "Services Reform and Manufacturing Performance: Evidence from India," Economic Journal, Royal Economic Society, vol. 126(590), pages 1-39, February.
    6. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    7. Levine, Ross & Zervos, Sara, 1998. "Stock Markets, Banks, and Economic Growth," American Economic Review, American Economic Association, vol. 88(3), pages 537-558, June.
    8. Maria Bas & Antoine Berthou, 2012. "The Decision to Import Capital Goods in India: Firms' Financial Factors Matter," The World Bank Economic Review, World Bank, vol. 26(3), pages 486-513.
    9. Pinelopi K Goldberg & Amit K Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Multiproduct Firms and Product Turnover in the Developing World: Evidence from India," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 1042-1049, November.
    10. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    11. Philippe Aghion & Thibault Fally & Stefano Scarpetta, 2007. "Credit constraints as a barrier to the entry and post-entry growth of firms [‘Dualism and macroeconomic volatility’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(52), pages 732-779.
    12. Abhijit V. Banerjee & Esther Duflo, 2014. "Do Firms Want to Borrow More? Testing Credit Constraints Using a Directed Lending Program," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 572-607.
    13. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    14. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    15. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Does Local Financial Development Matter?," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 31-66, Springer.
    16. Ann P. Bartel & Ann E. Harrison, 2005. "Ownership Versus Environment: Disentangling the Sources of Public-Sector Inefficiency," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 135-147, February.
    17. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    18. Shawn Cole, 2009. "Financial Development, Bank Ownership, and Growth: Or, Does Quantity Imply Quality?," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 33-51, February.
    19. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    20. J. Kornai & E. Maskin & G. Roland, 2004. "Understanding the Soft Budget Constraint," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 11.
    21. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    22. Marianne Bertrand & Antoinette Schoar & David Thesmar, 2007. "Banking Deregulation and Industry Structure: Evidence from the French Banking Reforms of 1985," Journal of Finance, American Finance Association, vol. 62(2), pages 597-628, April.
    23. Laura Alfaro & Anusha Chari, 2009. "India Transformed? Insights from the Firm Level 1988-2005," NBER Working Papers 15448, National Bureau of Economic Research, Inc.
    24. Petia Topalova, 2004. "Overview of the Indian Corporate Sector: 1989-2002," IMF Working Papers 2004/064, International Monetary Fund.
    25. Fafchamps, Marcel & Schündeln, Matthias, 2013. "Local financial development and firm performance: Evidence from Morocco," Journal of Development Economics, Elsevier, vol. 103(C), pages 15-28.
    26. Pinelopi Koujianou Goldberg & Amit Kumar Khandelwal & Nina Pavcnik & Petia Topalova, 2010. "Imported Intermediate Inputs and Domestic Product Growth: Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1727-1767.
    27. John C. Haltiwanger & Ron S. Jarmin & Javier Miranda, 2010. "Who Creates Jobs? Small vs. Large vs. Young," NBER Working Papers 16300, National Bureau of Economic Research, Inc.
    28. Ann E. Harrison & Leslie A. Martin & Shanthi Nataraj, 2022. "Learning versus Stealing: How Important Are Market-Share Reallocations to India’s Productivity Growth?," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 14, pages 321-347, World Scientific Publishing Co. Pte. Ltd..
    29. Banerjee, Abhijit V. & Cole, Shawn & Duflo, Esther, 2005. "Banking Reform in India," India Policy Forum, National Council of Applied Economic Research, vol. 1(1), pages 277-332.
    30. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    31. Ann E. Harrison & Leslie A. Martin & Shanthi Nataraj, 2013. "Learning versus Stealing: How Important Are Market-Share Reallocations to India's Productivity Growth?," World Bank Economic Review, World Bank Group, pages 202-228.
    32. Petia Topalova & Amit Khandelwal, 2011. "Trade Liberalization and Firm Productivity: The Case of India," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 995-1009, August.
    33. 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.
    34. Poonam Gupta & Kalpana Kochhar & Sanjaya Panth, 2015. "Bank ownership and the effects of financial liberalization: evidence from India," Indian Growth and Development Review, Emerald Group Publishing Limited, vol. 8(1), pages 109-138, April.
    35. Gormley, Todd A., 2010. "The impact of foreign bank entry in emerging markets: Evidence from India," Journal of Financial Intermediation, Elsevier, vol. 19(1), pages 26-51, January.
    36. Marc J. Melitz & Gianmarco I. P. Ottaviano, 2008. "Market Size, Trade, and Productivity (DOI:10.111/j.1467-937x.2007.00463.x)," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(3), pages 985-985.
    37. Pinelopi Goldberg & Amit Khandelwal & Nina Pavcnik & Petia Topalova, 2009. "Trade Liberalization and New Imported Inputs," American Economic Review, American Economic Association, vol. 99(2), pages 494-500, May.
    38. Pagano, Marco, 1993. "Financial markets and growth: An overview," European Economic Review, Elsevier, vol. 37(2-3), pages 613-622, April.
    39. Matías Braun & Borja Larrain, 2005. "Finance and the Business Cycle: International, Inter‐Industry Evidence," Journal of Finance, American Finance Association, vol. 60(3), pages 1097-1128, June.
    40. Maria Bas & Antoine Berthou, 2012. "The Decision to Import Capital Goods in India: Firms' Financial Factors Matter," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01297745, HAL.
    41. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    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. Aysa Ipek Erdogan, 2023. "Drivers of SME Growth: Quantile Regression Evidence From Developing Countries," SAGE Open, , vol. 13(1), pages 21582440231, March.
    2. Sumaira Saeed & Miraj ul Haq & Arshad Ali Bhatti, 2024. "The Role of Moderators on Product Quality and Export Flows: The Case of Pakistan," Journal of Economic Impact, Science Impact Publishers, vol. 6(1), pages 27-36.
    3. Zhang, Wenwen & Chiu, Yi-Bin, 2023. "Country risks, government subsidies, and Chinese renewable energy firm performance: New evidence from a quantile regression," Energy Economics, Elsevier, vol. 119(C).

    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. Maria Bas & Antoine Berthou, 2012. "The Unequal Effects of Financial Development on Firms' Growth in India," Working Papers 2012-22, CEPII research center.
    2. Jan De Loecker & Pinelopi K. Goldberg & Amit K. Khandelwal & Nina Pavcnik, 2016. "Prices, Markups, and Trade Reform," Econometrica, Econometric Society, vol. 84, pages 445-510, March.
    3. Maria Bas & Ivan Ledezma, 2020. "Trade liberalization and heterogeneous firms’ adjustments: evidence from India," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(2), pages 407-441, May.
    4. Stiebale, Joel & Vencappa, Dev, 2022. "Import competition and vertical integration: Evidence from India," Journal of Development Economics, Elsevier, vol. 155(C).
    5. Bas, M. & Paunov, C., 2014. "The unequal effect of India's industrial liberalization on firms' decision to innovate: Do business conditions matter?," MERIT Working Papers 2014-044, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    6. Benfratello, Luigi & Schiantarelli, Fabio & Sembenelli, Alessandro, 2008. "Banks and innovation: Microeconometric evidence on Italian firms," Journal of Financial Economics, Elsevier, vol. 90(2), pages 197-217, November.
    7. Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
    8. Popov, Alexander, 2017. "Evidence on finance and economic growth," Working Paper Series 2115, European Central Bank.
    9. Pagano, Marco & Jappelli, Tullio, 2008. "Financial Market Integration Under EMU," CEPR Discussion Papers 7091, C.E.P.R. Discussion Papers.
    10. Jens Matthias Arnold & Beata Javorcik & Molly Lipscomb & Aaditya Mattoo, 2016. "Services Reform and Manufacturing Performance: Evidence from India," Economic Journal, Royal Economic Society, vol. 126(590), pages 1-39, February.
    11. Laura Alfaro & Anusha Chari, 2009. "India Transformed? Insights from the Firm Level 1988-2005," Harvard Business School Working Papers 10-030, Harvard Business School.
    12. Alessandro Giovannini & Maurizio Iacopetta & Raoul Minetti, 2013. "Financial Markets, Banks, and Growth : Disentangling the links," Revue de l'OFCE, Presses de Sciences-Po, vol. 0(5), pages 105-147.
    13. Maria Bas & Antoine Berthou, 2017. "Does Input-Trade Liberalization Affect Firms’ Foreign Technology Choice?," The World Bank Economic Review, World Bank, vol. 31(2), pages 351-384.
    14. Kerr, William R. & Nanda, Ramana, 2009. "Democratizing entry: Banking deregulations, financing constraints, and entrepreneurship," Journal of Financial Economics, Elsevier, vol. 94(1), pages 124-149, October.
    15. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    16. James B. Ang, 2008. "A Survey Of Recent Developments In The Literature Of Finance And Growth," Journal of Economic Surveys, Wiley Blackwell, vol. 22(3), pages 536-576, July.
    17. Michiel Bijlsma & Andrei Dubovik, 2014. "Banks, Financial Markets and Growth in Developed Countries: a Survey of the empirical literature," CPB Discussion Paper 266.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
    18. Maria Bas, 2013. "Does Services Liberalization Affect Manufacturing Firms' Export Performance? Evidence from India," Working Papers 2013-17, CEPII research center.
    19. Michiel Bijlsma & Andrei Dubovik, 2014. "Banks, Financial Markets and Growth in Developed Countries: a Survey of the empirical literature," CPB Discussion Paper 266, CPB Netherlands Bureau for Economic Policy Analysis.
    20. Levine, Oliver & Warusawitharana, Missaka, 2021. "Finance and productivity growth: Firm-level evidence," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 91-107.

    More about this item

    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:journl:hal-03211410. 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.